{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693719096974634},"components":{"alpha":1.0,"bonus":1.0693719096974634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693719096974634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5519,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dcb81a1290c38e71e19075fc89d62ee2b654de2d5b665c2b131522d5a4f3d18","formula_version":"titan-u-contract-v1","latency_ms":37.850208999999914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03603857636413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_112","prompt_sha256":"801dc328465576878a7e1d521112764c9cfc2e951843d8f3c68de803e6fcc659","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"18a679a1f5d3fba6bdac6941e19059e42a68e1d81ea5c063021c5fb32e4637c9","formula_version":"titan-u-contract-v1","latency_ms":27.57454199999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_106","prompt_sha256":"bec5731c15bc26122b8c372496048d1cb35b1e9496f3ebeaddbb444edab8d7c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064076040662743},"components":{"alpha":1.0,"bonus":1.064076040662743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064076040662743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"7120294f1a7289e4c61e3b1a611e2dea64a1a8ecbe985edc0dd2ac9c230e2e3b","formula_version":"titan-u-contract-v1","latency_ms":35.27408300000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_58","prompt_sha256":"ca555ceca39b5bb868ebab7959142e308e9f4806c47d9989628064d21dd89eb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf81325d97ffd061e9feb895f6bfc743724d43b9ca320e9ff8c774b20d608774","formula_version":"titan-u-contract-v1","latency_ms":23.28870900000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_659","prompt_sha256":"53fdfbfd22bd3d571e6f72c99b64e46ef91114138fed847536c63d0b9cab54b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644746503557518},"components":{"alpha":1.0,"bonus":1.0644746503557518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644746503557518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"377f5ca7e1dfbef6a522c4e94db89689a4c01c5ed6c320a97c79585b956c6f4d","formula_version":"titan-u-contract-v1","latency_ms":23.956832999999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311413170224184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_631","prompt_sha256":"34e6775214247ad63b9cc2901d4c6c9bd994897e656b7957537186bdc0dad1c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030171},"components":{"alpha":1.0,"bonus":1.064090754030171,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030171,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"471dda1fac1c28eeb54216eb640ce4586ab2ce1827814272eddc86ee1ca2797a","formula_version":"titan-u-contract-v1","latency_ms":21.895250000000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968375,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_674","prompt_sha256":"35ea95c654166462284a0de11e558d38e67d2a06261004f467ca2bf2af6cf843","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec26ab292e5602e96c917acce824354e883e7a99bba176300f0e6858b552932d","formula_version":"titan-u-contract-v1","latency_ms":22.335790999999936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_364","prompt_sha256":"8c09ef659f55c984d106219eab34fa6c297b99494603e6d301b0c552ab2863bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4972,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2d77b1277da0caaaa49113fcb33adab6f8eb32effeddcd7f93f62959e589deb","formula_version":"titan-u-contract-v1","latency_ms":23.54387499999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_493","prompt_sha256":"b98395f5da35636d9476894cbae3821a95b71d91bafb6a6bb4ddf4c396ecec07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"958611077dcfee4bc3085764a3ebeac4bf24c0307d36846b31aa53b08b781954","formula_version":"titan-u-contract-v1","latency_ms":22.022666999999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_12","prompt_sha256":"f819b75a812175384fd63f73620ea452ecea7e6f7866c0852da4d89fa1d05325","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644790429184139},"components":{"alpha":1.0,"bonus":1.0644790429184139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644790429184139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4625cfccf853bddb56128b5209f24deaeba1452fdc3d757fc8c6484edcf8859","formula_version":"titan-u-contract-v1","latency_ms":24.401791999999922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311457095850804,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_366","prompt_sha256":"9fe27371b3b29f84d5afe60a25e7381831b6c975c42001e70f8c3abe7fa68e71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069645},"components":{"alpha":1.0,"bonus":1.0640112818069645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"23ef579e5264f83fd0344e9533e011f9d629d8238b92ca47288e316cfb484ce2","formula_version":"titan-u-contract-v1","latency_ms":23.851417000000154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030677948473631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_293","prompt_sha256":"606ebef6b61b0a8d2e87883cd41a98b03e2e76810d0183ef42b74af41e1bdb59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789652},"components":{"alpha":1.0,"bonus":1.0639625558789652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eccb074c55920b45510cea7a1028758f38e2f9a1332d2ebaf80a35d7f93fb0f","formula_version":"titan-u-contract-v1","latency_ms":21.981416999999894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_689","prompt_sha256":"10809b4ac87a606a9edfa7348476ce8185f2b82f58b9b9af84a8b01b9e8aa1c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508513},"components":{"alpha":1.0,"bonus":1.0640183599508513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8cfce1462937905371a415ce7abd728eecf9be6dec07209248b5af30cbce0ab","formula_version":"titan-u-contract-v1","latency_ms":24.824249999999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306850266175178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_98","prompt_sha256":"f6e6ddbb372f2f3ed919ca7c3f3ced34122733859a112d25822c42f1d1e385aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063731771289172},"components":{"alpha":1.0,"bonus":1.063731771289172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063731771289172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"7204abd31518c7a3d7d45a9448a101067fb214ac1c033f85f7351b994d79dd35","formula_version":"titan-u-contract-v1","latency_ms":22.718000000000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_123","prompt_sha256":"dc95aa0ea99d425f53ff639fd960ac2b08b5eb724c582779c92ea3b1e3321884","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797074},"components":{"alpha":1.0,"bonus":1.0639152669797074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"12c790710e17278d57b85347caa07aa03ac1c433eb0672a7c749654757d234c2","formula_version":"titan-u-contract-v1","latency_ms":22.607374999999983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_378","prompt_sha256":"46ccbe1f3b1be3726a7f6f88d3cd2a195eeb47ba1e7da42d8a54fa7c50c7b518","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326717},"components":{"alpha":1.0,"bonus":1.0642845638326717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4774,"eligible_count":122,"excluded_count":18,"feature_sha256":"00c6c0e0c12458006e6e155c37be032609e137bfd1facf07bad101ed0e27ae59","formula_version":"titan-u-contract-v1","latency_ms":24.067583999999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_349","prompt_sha256":"28d56ab650688dffe13b0b14e726363dc5047aa35e5fcf54978dbd3418d37d02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f648952624bead9e71400a66f02358beab30991b3df201b999b63c75e2cdece","formula_version":"titan-u-contract-v1","latency_ms":22.569375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_702","prompt_sha256":"9871d7cdfaa5df27b550611e5094f388a841fac255cd7b9d727501bd7a1c6047","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265752},"components":{"alpha":1.0,"bonus":1.0639867392265752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc918bf2b1abc125ce5e45f21689da230e58999ca69ad20d457c99ed4fc7f5e1","formula_version":"titan-u-contract-v1","latency_ms":22.936500000000137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_230","prompt_sha256":"7c4166a66d6389af5ef1475f06c5dacb4a2eb84f33f6abeccfd222ad66158bdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538203},"components":{"alpha":1.0,"bonus":1.0638726427538203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"509732a86c11dcd099948519622f875aa046cd28187c1c6e950cf77f0e350f1a","formula_version":"titan-u-contract-v1","latency_ms":21.714875000000244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204869,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_182","prompt_sha256":"c1d8c74196dbfa96c96a12c865ecd72e1af3214e8931d03ea50f119a9dfcb07b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"be4cd0817c1856a8abcdd195e86e7db83dc2e260b827b4d841ed2e1eb05acac9","formula_version":"titan-u-contract-v1","latency_ms":22.65720800000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_713","prompt_sha256":"bd4f2adb8c854fa8a2a767779fab150de9659d1e51801f296ae3440ce914f7f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187043},"components":{"alpha":1.0,"bonus":1.0637003844187043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3b670fa917fa70b3c6295dfa1a3f050a9a3491bb42cca691fa0b20a87f75f1f","formula_version":"titan-u-contract-v1","latency_ms":23.55612500000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853709,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_443","prompt_sha256":"a50c5363cc8dec702cc0c23cc62ef3c46dc50853f08a27c9881a4f70aadd5749","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbd0df85aa0f0da61d617985fd80b0301cecd06c5e1ee5a8b98019df1fe1a4ca","formula_version":"titan-u-contract-v1","latency_ms":22.929458000000125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_676","prompt_sha256":"4d28358bd7f198856d990c5538f46bc0bb05b13ebde938763fc44da762f78f8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647851345752812},"components":{"alpha":1.0,"bonus":1.0647851345752812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647851345752812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4886,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac8c466053fa92694040600a012c4663cec3ef785626c1a6dc8d761ba0c6032b","formula_version":"titan-u-contract-v1","latency_ms":22.48245800000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314518012419478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_496","prompt_sha256":"ed3334ced50e1a80b55f9180335aa4bdd7f4dcdb8aa1faf73910c04821113d84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff2ae6603c0fd63a65b508f08f380c320fe31ea7cb309d6029e40c4d07c25b0c","formula_version":"titan-u-contract-v1","latency_ms":23.75912499999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_538","prompt_sha256":"24e2477a79ff24a7c4966152060b20895e0be53a7e80c65eaab7375a713d4a09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1a813564c8994970a825b25161231c872e4f3ebe567abeecb7b42d1245a257d","formula_version":"titan-u-contract-v1","latency_ms":27.045584000000122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_729","prompt_sha256":"6b5d15d6dc9b975eb932c40878b5d034f1fa89b2a94258f183a49eef607f51a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"62c93f92c3d893ed755941d8bb85cc7af19ebe823805dce67306240487fc3599","formula_version":"titan-u-contract-v1","latency_ms":27.118708000000158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_649","prompt_sha256":"79bd70af73102aad610535f45315afc4971bc04e7f060b4e99c8eb2582c3ab46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3c3a5aea67592ba553f30052405bdc7c824ea39c171c551a05c5658f396f3a4","formula_version":"titan-u-contract-v1","latency_ms":27.378582999999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_632","prompt_sha256":"0761a571e494a37051e8baeb440422ced9381e033413b5827bad4523f5455fad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"83a3b1551fd647d832c8af68991710a116306c9896e06da56d1f5f36e987cd48","formula_version":"titan-u-contract-v1","latency_ms":26.991457999999913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_636","prompt_sha256":"8844eedfa186805bff9cdab923574d08e235b15ba900c284c1739a9533b7cac2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf0d055b7a31e4e7afd0e37fc995bfe2bef7377b9e41d1fa21310c5b640be5f5","formula_version":"titan-u-contract-v1","latency_ms":24.151583000000088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_191","prompt_sha256":"fb2e264d749f13ff1ce6d0b77af69397c1777d529c0c0c6ac7c546778a74e6b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4736,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b5dc60cc53307a01d00db4c3b7f86aa6b9f4db30e5f334adb99b84eb069e6cd","formula_version":"titan-u-contract-v1","latency_ms":24.1856669999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_115","prompt_sha256":"c7f5bba645b8f2661d9fd194515bfc772bc3ee305b530ee863bd225c6bda89f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647127693655223},"components":{"alpha":1.0,"bonus":1.0647127693655223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647127693655223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4871,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2cd952bfe7ec8acf8d87601832fcacd862db422f499b6ea79bacc1ecfcf87d2","formula_version":"titan-u-contract-v1","latency_ms":24.35404100000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313794360321888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_395","prompt_sha256":"c6ad406b8cc5b70f399673a8b4966e279d2dd6d47ae812c0b03a0ff17e8c3c23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"280521051ac1b3feb2a8cf6fcd0f32261813d66fe58cfdd37639dc1e8ce499b1","formula_version":"titan-u-contract-v1","latency_ms":23.84025000000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_468","prompt_sha256":"f508bf3871acf027722c497000f5bb6fc7d339c988871b93e10c91db0885c4d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f010b9737d27444aad4cb9e37380f4602e7ce57108acc990a45f6735725a4fa","formula_version":"titan-u-contract-v1","latency_ms":23.956291000000185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_358","prompt_sha256":"07f5da7c2908bbd3d0fb1b688967a95f1b61c226d552071e9750a0a9829c238c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292172},"components":{"alpha":1.0,"bonus":1.0641318204292172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"5714b52350468f63184b53f54a6bd30bc41a079000341b97d8d41bf9f2e0de6b","formula_version":"titan-u-contract-v1","latency_ms":52.648958999999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307984870958837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_393","prompt_sha256":"6bbcc08df5e5f2c9a05ac23699ed03a8125a948c1d24b6090e358c7a84a2bb5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9ff26ef93f63e6ea49adff6f06926fdd29a0d38313abe8c5c82f0ddad11abfd","formula_version":"titan-u-contract-v1","latency_ms":28.016999999999737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_555","prompt_sha256":"230f02617607ea7db0ab276f081dc96aa2b90e39257f716de69751321234d552","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc13beb5f25f5fa4dab5e061caef2e1b20c697e86f8216d9545f5b2714968515","formula_version":"titan-u-contract-v1","latency_ms":24.61274999999974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_173","prompt_sha256":"eea2680cc338ff8e7962a4e3a048ada7ba2adacf37d13696434e019b4a2f1fef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff512de4d7d18bc8eaa9f89a23bdf39bb89b2a23f284e8d9200f9dc620619a09","formula_version":"titan-u-contract-v1","latency_ms":26.962582999999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_646","prompt_sha256":"dddf01a0158c5b7cd41c043b0c5aa543c92e6444d624debf012830dd9e943c23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d8caba2b8321f119ac40c0ca2d2742584625239427e85a8fa24294e2d32c028","formula_version":"titan-u-contract-v1","latency_ms":28.025292000000146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_685","prompt_sha256":"6079f783386046eff2ee4b984501a6cb0273ea051230ecaedf1343918f88bc2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982794},"components":{"alpha":1.0,"bonus":1.0644053650982794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"a02a3f5939fd31adea7613d8a4995d9f271291383d49f624ca231bacfad4d9ad","formula_version":"titan-u-contract-v1","latency_ms":29.438749999999736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031072031764946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_16","prompt_sha256":"a0e4a52710e18ee40651e028c7498d0de7a8ac7c98aad02a8d8607bc5f3e0074","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"be3e85c25151fdb7076d35b43211982142786b18fce89336583f22f6a6d89599","formula_version":"titan-u-contract-v1","latency_ms":29.863292000000374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_611","prompt_sha256":"7808cadde8b8c2cbfbfe40ce9628342af54bd747e253013970feac7f271d2180","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648293437213308},"components":{"alpha":1.0,"bonus":1.0648293437213308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648293437213308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"46738732945388b740d812a7a84bc12b6f78b8f840e41ed9d5fbf7b5deb5d56a","formula_version":"titan-u-contract-v1","latency_ms":37.64874999999979,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314960103879973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_65","prompt_sha256":"8df78a6e3afa7a7d85e43d3873a305f378d0586386a2ae0c4e5d249473b206a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"21805b87a41d10e1a209999200d10c23e63b4af908459077321a8d181eafd287","formula_version":"titan-u-contract-v1","latency_ms":35.026917000000154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_694","prompt_sha256":"19361356382c4d29ee2c5d6f354e8a3f73a0c6adf511ec14041c5cf96d155592","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466206},"components":{"alpha":1.0,"bonus":1.0645011155466206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"68842fa6c3ea343db189ba01c994a2efc4155baf56da13173875691b4666b8ec","formula_version":"titan-u-contract-v1","latency_ms":28.569875000000078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311677822132872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1165","prompt_sha256":"edf2ddda338f32039a02e16280b6c7a9182e690fdc95cd272b9b962ac30538af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064541307471204},"components":{"alpha":1.0,"bonus":1.064541307471204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064541307471204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d29cfac9c5a289a046463b237147f460af7618d337978f509bcd49c172a2227","formula_version":"titan-u-contract-v1","latency_ms":26.603000000000154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1044","prompt_sha256":"5b8a7aa99cc02915fb6857c26590f7ae874aa967f4a711a85588354e7706eccc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469125},"components":{"alpha":1.0,"bonus":1.0639286314469125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b3f9749680e45a49b66f6fc4e93105fbef49522dafd99c523aa69dca0a4dbbc","formula_version":"titan-u-contract-v1","latency_ms":29.198292000000237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030595298113579,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1347","prompt_sha256":"4c2f4763625d4b151542eccff1bff279beb076b8dbbcf56769c28e00b2dac0cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644354467568713},"components":{"alpha":1.0,"bonus":1.0644354467568713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644354467568713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4804,"eligible_count":122,"excluded_count":18,"feature_sha256":"25cd637d4d859ced8461675536141ddb5bd23c2d156db1ef578e8dacb343b68f","formula_version":"titan-u-contract-v1","latency_ms":34.41512499999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311021134235379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_843","prompt_sha256":"18e55c566b770df80fa195905cf51c714f4d6c3c044e78ee5312c340797f1014","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb7822435137502b32ecbd895b66404b6b57c195f58d109ac698a0b5c627db92","formula_version":"titan-u-contract-v1","latency_ms":21.549916000000113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_733","prompt_sha256":"0d949eb25790755d69260bef7abacb8c5cba85fd220429aacd828badc5a7a4c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746577},"components":{"alpha":1.0,"bonus":1.0638125752746577,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746577,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5ff25e15d75919241a68c2c80439158871a35f35d54d794e96e36af58afa921","formula_version":"titan-u-contract-v1","latency_ms":21.89933299999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413242,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1835","prompt_sha256":"02fcb99dbeeb7c7d4d10f500bbc7cb6fe3b0f62f0888dac4c64302adbbaa1b2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06420484180091},"components":{"alpha":1.0,"bonus":1.06420484180091,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06420484180091,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"9848500ad321b5544b91557771665b7390161783643bee1fb0492e62bc048dc8","formula_version":"titan-u-contract-v1","latency_ms":24.665791999999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_472","prompt_sha256":"183aeb8cc72f5c09e177e7ab31b718591ebd5bf8e0680d488c56f193426205f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767605496348758},"components":{"alpha":1.0,"bonus":1.0767605496348758,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767605496348758,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6494,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bf6777782cf26e178d65ab6724cf2a713e2d6cd085bcfb002bcfb7c976b4cc8","formula_version":"titan-u-contract-v1","latency_ms":24.437583000000096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434272163015423,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_107","prompt_sha256":"a6e9a8cc0b376b18798fc8b56dabbeb0d6c53e318b88ce504737b4e80d1e93f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0867720300562118},"components":{"alpha":1.0,"bonus":1.0867720300562118,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0867720300562118,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7267,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0eb936ba1ac029b81264e7f2dfe15e2c264bb0f7adcc6f6d98db23f391cfb01","formula_version":"titan-u-contract-v1","latency_ms":26.195332999999987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0534386967228784,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_102","prompt_sha256":"f7bb4f350f8cbf0248f44c89c73b5c4ef54c6c783623ce60fe1155a800dd1174","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719411459182355},"components":{"alpha":1.0,"bonus":1.0719411459182355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719411459182355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6017,"eligible_count":122,"excluded_count":18,"feature_sha256":"be7ac5a16b6b8457151b9f8a2077ae6f2f34e8c3b0b87a37fa934817ee080c4b","formula_version":"titan-u-contract-v1","latency_ms":25.15262500000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038607812584902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_84","prompt_sha256":"79b9079d2d9e136ebae8e1e61e1575267f82d0591931eca382637571dea6de08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070206496575544},"components":{"alpha":1.0,"bonus":1.070206496575544,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070206496575544,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5852,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8243db6be735d3f948c509315ac5f854d6000ab5112526faba14759816a716f","formula_version":"titan-u-contract-v1","latency_ms":25.719500000000117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368731632422106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_144","prompt_sha256":"159aca48d6b33bab494cc6b632a8a3cf4b79e30e63d5caff69e106c093f73b70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699655696855388},"components":{"alpha":1.0,"bonus":1.0699655696855388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699655696855388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5822,"eligible_count":122,"excluded_count":18,"feature_sha256":"039f20c86f394e138350d3e3c38b6e4bf2c278e4d044cb314800126c2e107ca1","formula_version":"titan-u-contract-v1","latency_ms":23.86008400000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366322363522054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_145","prompt_sha256":"a08d85fb8b4cef88cb1fbb8d57dcb40199ac25945e24f75341487e85b3154958","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697287952151704},"components":{"alpha":1.0,"bonus":1.0697287952151704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697287952151704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5792,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8c0adbf8e7f2451f70d80a1921f5fc3446ede68cdd5424fcdaae43070008078","formula_version":"titan-u-contract-v1","latency_ms":24.62424999999957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036395461881837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_148","prompt_sha256":"28fc66e42d686410e66b7fa272df9a9becfcf8bc1c3b52222f76924886e7f547","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742152695398162},"components":{"alpha":1.0,"bonus":1.0742152695398162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742152695398162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6291,"eligible_count":122,"excluded_count":18,"feature_sha256":"935d420f45214a10a50f6d0b289576b1bb555ec13583b06160d444a5c5b7c6cf","formula_version":"titan-u-contract-v1","latency_ms":23.84679200000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408819362064827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_42","prompt_sha256":"0979ab98626230a89e6f7db29329bf7f2a4597b16786959f4bc87300cb77330f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727371678328292},"components":{"alpha":1.0,"bonus":1.0727371678328292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727371678328292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6140,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb08283796aa2f48d9f9746db9d910c3477ab8acf369ec88cae4b401b9c61aa5","formula_version":"titan-u-contract-v1","latency_ms":23.481166000000275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394038344994958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_58","prompt_sha256":"5bfe8ee99dfe6f69432ad8989210267d1bd545d36514e4b0f2f002a9bcc78fb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1005293080206904},"components":{"alpha":1.0,"bonus":1.1005293080206904,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1005293080206904,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8139,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ec943ed9b9e9410419a300c66e2bc72ad9992fb8bf2313a9019ef0543ebbbf7","formula_version":"titan-u-contract-v1","latency_ms":24.762583000000227,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.067195974687357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_71","prompt_sha256":"dda67a98b72fb6e69d94836c856519f4e01334ef21ce2de71754729759ed918f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117756},"components":{"alpha":1.0,"bonus":1.0641507801117756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"39a3adfd75d98ff2addb39684362db4d89a504469ed445cd9388412d1e4c321e","formula_version":"titan-u-contract-v1","latency_ms":24.648957999999777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784421,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_0","prompt_sha256":"7d5441209735a1129d71dc970884b3d28ee5161abc130ade68d68a3a5bc5bd0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722715520100305},"components":{"alpha":1.0,"bonus":1.0722715520100305,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722715520100305,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6090,"eligible_count":122,"excluded_count":18,"feature_sha256":"8eab8b3d1d28114ed96c6eb14429d7a25394f336519ae6c600136ad9230542f3","formula_version":"titan-u-contract-v1","latency_ms":25.533999999999946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389382186766971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_49","prompt_sha256":"73a1379f468a0161799be77fff4567d94a67627c0734943a1057744a5ebdf475","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.094186802064666},"components":{"alpha":1.0,"bonus":1.094186802064666,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.094186802064666,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7790,"eligible_count":122,"excluded_count":18,"feature_sha256":"fef01bead0537d3bdca1b7cc7757654bdf35f6c4f28191043aa6cbb417b9ba64","formula_version":"titan-u-contract-v1","latency_ms":24.789167000000223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0608534687313325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_5","prompt_sha256":"556987771943f6e969a85fb3183d554718615941510de8f6fbae54f72e257d6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700955564808217},"components":{"alpha":1.0,"bonus":1.0700955564808217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700955564808217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5851,"eligible_count":122,"excluded_count":18,"feature_sha256":"85f8834602135d42b2504b1d88d71eb95562a8bd484c2e1bb9dbf5b576b74186","formula_version":"titan-u-contract-v1","latency_ms":24.40887500000022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367622231474882,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_36","prompt_sha256":"ce4c1523bee7ef667acc1db653d5808480d758d948b05773111f2f59a2e260ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671205451177952},"components":{"alpha":1.0,"bonus":1.0671205451177952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671205451177952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5265,"eligible_count":122,"excluded_count":18,"feature_sha256":"449d9c023c4b1b8e86bd4c18d4c46c0f3d70b64cfd662dd619063023624e69b3","formula_version":"titan-u-contract-v1","latency_ms":39.622540999999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337872117844618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_85","prompt_sha256":"49a8c6ba2fb31df525c284ade39b9200518d850542d1f50bfbfbae411699255d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"659c3e000f6f0471db2417ad75624cf339973f0480a7d98a2900ca46e24be107","formula_version":"titan-u-contract-v1","latency_ms":23.548208999999876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_70","prompt_sha256":"f3f70e7e40e4f5414e6d3ab8d4d4b4560dee31d9f37a1aa2349e86cbcaf763c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"27eda19ad5d6276a644ef09ed1c9be722a9515db817b33672779c63b3d358645","formula_version":"titan-u-contract-v1","latency_ms":27.354416000000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_6","prompt_sha256":"1a88686fa541741e13e6d01431983db2ac3946a011a3bed27242b1b9c23ecede","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667928900740296},"components":{"alpha":1.0,"bonus":1.0667928900740296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667928900740296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5232,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8480d2fb495e3fa40e006db513dccc05dc0b359d408d7497c140fed165c8fb4","formula_version":"titan-u-contract-v1","latency_ms":27.099999999999902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334595567406961,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_90","prompt_sha256":"08d68fb30039eeec912fc8f749520658aec3762b1684eadba6134b93b17dce27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262033},"components":{"alpha":1.0,"bonus":1.0637850464262033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"065973494d1784e299ec44604892e86e59a36ba969b4ea8dad187add462e8080","formula_version":"titan-u-contract-v1","latency_ms":27.96262500000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_28","prompt_sha256":"fc4035d4a16f30d02aa7e48fb9d282bca26ae5ab5505c9ca86b023646d06e1ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"7bd7179028aa1e39bca32b6a848873ccfc4c89c999f645e226a6069646592fcf","formula_version":"titan-u-contract-v1","latency_ms":23.652457999999932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_0","prompt_sha256":"4a8afc5c58ba59f313952fab9388b90d8b4e87c4d45a4d866b9e2459178c1a5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"edcbab4b15a9ff9915a9aa687c936b3619b8756b84fd2c1446d5a20db745d11e","formula_version":"titan-u-contract-v1","latency_ms":23.003499999999732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_42","prompt_sha256":"05b5bf78c04026a7c76d3fda1ef654e43e2ac23ec0f9e96b6a487bf8c41370bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647271107248562},"components":{"alpha":1.0,"bonus":1.0647271107248562,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647271107248562,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"e16f6fbd06c563122cb60d3799779478e64de27b8084dd3f5d3da5c9d825d3c5","formula_version":"titan-u-contract-v1","latency_ms":24.77395799999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313937773915227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_99","prompt_sha256":"a7c111cd50c231bf1bf76d81c35b8fe7925da5caed09a212aba36654bc6059d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"36320b1ccd2b11fe7351ac9c1acd59e557731e737f214902f87ab93974aeb2bd","formula_version":"titan-u-contract-v1","latency_ms":23.571416999999872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_13","prompt_sha256":"552cf07ae9ea9094f12b4b3d460da780eafb4ade3a4fb3a1cf869f91e1cab169","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"75f3a8f13997aed9f64dc71503d633b4a07645ad3ccf685cc5b14fbd56b0bbbc","formula_version":"titan-u-contract-v1","latency_ms":23.355207999999905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_51","prompt_sha256":"c23b64d6b7eef6c4186d41f46558d13f7aaa7fb0eb3791108fde6564f8028af6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"72bb6c2c301b1bee8575263cbdc1855fcf2f030f3651fa98fee967622033fd62","formula_version":"titan-u-contract-v1","latency_ms":22.81720899999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_62","prompt_sha256":"5475020f59d8d536b66e93b4401d1cb41e9884463507c3c01719c1dd9487c440","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645368124212518},"components":{"alpha":1.0,"bonus":1.0645368124212518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645368124212518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"56bb9a8c7707c86ec701a121ae21a5543ac4d0b14c04b4a664cd93e1cfa7b37e","formula_version":"titan-u-contract-v1","latency_ms":25.20191599999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_0","prompt_sha256":"ce3033b9304a1d622cff22c4a8e217a5cfaee153421662f81e103ba8674f75fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d91c69f6079d10a4aeb73142b2c9a627fc7b5731759f2ff937e171ecbd84af9","formula_version":"titan-u-contract-v1","latency_ms":25.39145800000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_2","prompt_sha256":"1c982cfc33a64c497bd2cb709825f0620e12ae7358ace1d697bc56f18ce5be9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644966863792953},"components":{"alpha":1.0,"bonus":1.0644966863792953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644966863792953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4824,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8b435fc0932a3970b0c93190d163ff0505dd805aa368f52322b0a8be3f55f6c","formula_version":"titan-u-contract-v1","latency_ms":24.703249999999954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311633530459619,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_32","prompt_sha256":"3497e62fe039547e100c13dd8f96f3523b2c973fb365c0c8ee2c2bde4ecfa467","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375116},"components":{"alpha":1.0,"bonus":1.0642603395375116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"8936c5ccdd95fc83f9f7688cd07c7ac99cd5969f8dfc57517e4f944592e8041f","formula_version":"titan-u-contract-v1","latency_ms":29.55833299999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_31","prompt_sha256":"5632cc7a45500652cd81d1e4170c037bde8c2c760651b2a70ea3e6691dc31642","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"399079d1d76aa489961c9408d9373cdc2844ec96ce7df04b86a10f21c3c8aa4c","formula_version":"titan-u-contract-v1","latency_ms":26.6827919999999,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_56","prompt_sha256":"280bf177b664386119869d554db59bd4a4339c172263a869d87319fc80b76410","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"004a2ecea0d521361b5297035e90bd3065af748668f1ab4de22fecdd081db4d7","formula_version":"titan-u-contract-v1","latency_ms":28.515084000000357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_1","prompt_sha256":"9e0c9c022126a81ca72c5e5a23f95e6dba8abc23af0fd0754c0ef6f03e217946","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756905},"components":{"alpha":1.0,"bonus":1.0639353576756905,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756905,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6015ced9a361c5fda90101f65ada66b4aded515b1933008fbc42ba2949c7a84","formula_version":"titan-u-contract-v1","latency_ms":25.22979199999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030602024342357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_76","prompt_sha256":"2557892a15ddd1581a072e4ada53f4bebae1b8ccc980f85ba07581afc0450f8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e692e5ed0dc170b641b4874c06012de712d89c3a0b6fa0c94f7040b187b5716","formula_version":"titan-u-contract-v1","latency_ms":24.535790999999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_84","prompt_sha256":"2f8c0dc622fe59d43a4c2814de8e85240d6b27c22c9c1f6900ff2a188f410bd9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866836},"components":{"alpha":1.0,"bonus":1.0637551556866836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"674ba7b0ffc907ce3380bd10e4b4282658e04be4dc8bcbbcd29efabfe5024d03","formula_version":"titan-u-contract-v1","latency_ms":24.463667000000022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304218223533501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_45","prompt_sha256":"6e90d4990dc7c02f0a5017c3f7523d7cb2be6ce0e6795633c2ea82177ad50f7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"1391203c3ad03a9ab841e5e4f2d68251022b2fa7d6eb2a10a82e4e232fe21cc3","formula_version":"titan-u-contract-v1","latency_ms":33.61095799999969,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_48","prompt_sha256":"5f8eb8859ee7eaa72791219d5f85e1db91942e1ef9831a3c6d9d288a2be883dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"228be6cfc2e7e786a11fc417a498dc985b029945300c8d425c96ad9dca403356","formula_version":"titan-u-contract-v1","latency_ms":41.47058399999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_14","prompt_sha256":"3483647dfacc5e429a94e7a3a0ef952a950381e2e0c3d564496931486cc86fbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"627a8b0fc363652e223d2104678e8f7c7ec504d075b29def065c9dca304f18cb","formula_version":"titan-u-contract-v1","latency_ms":34.42445799999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_30","prompt_sha256":"992afc001a0e6b251e4fc879583eff6dacb56c3213973833d2a4e7fb1d8605b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265754},"components":{"alpha":1.0,"bonus":1.0639867392265754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b46bc37ad8735a3eb19df5e680830b53287bad8cc5f8f2810f28cd5f307e4dd","formula_version":"titan-u-contract-v1","latency_ms":24.303541000000095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030653405893242,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_51","prompt_sha256":"cc122050706148d6c9ac0391fae3af6466c489f0c5afc20727b1ca245ad5bee3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427323},"components":{"alpha":1.0,"bonus":1.0638533880427323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdba5d8b9874c8ec8f4c016edfab6160f81681c78cd757e93fd355fa85ed6e25","formula_version":"titan-u-contract-v1","latency_ms":22.94224999999983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030520054709399,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_26","prompt_sha256":"1db2eb40cd6aefca658fc6aca9a243a581981d1562055401a2c24178aa4b9563","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8939,"eligible_count":122,"excluded_count":18,"feature_sha256":"c04f0ca14acce8c98d0251ee32bc4364184ef162f8559d7beeb2ff722fa9a6ff","formula_version":"titan-u-contract-v1","latency_ms":24.077917000000504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_149","prompt_sha256":"aad5a91436227f44a64ec319baae114db20e4552d0d74a31c3d9d6a300c7cbdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1053011467468945},"components":{"alpha":1.0,"bonus":1.1053011467468945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1053011467468945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7635,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa0858f63fb46f6b83cabc1441ea697ff493e6438afd31a64161919061ee2243","formula_version":"titan-u-contract-v1","latency_ms":23.858750000000484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.071967813413561,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_172","prompt_sha256":"920b5869b63086666f87ec788528b6bd5b434c09a579db6f1e26f8296de92123","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1145830077881145},"components":{"alpha":1.0,"bonus":1.1145830077881145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1145830077881145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8001,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5070a79d55116f757803e8bcdb60447c773fd7e2edbc925ebe7900477f83b40","formula_version":"titan-u-contract-v1","latency_ms":27.597082999999856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.081249674454781,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_208","prompt_sha256":"5c93192d50a3e8bcb928d855005fdcf2212ca8f1282e47d8fafe6f56224459a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10167,"eligible_count":122,"excluded_count":18,"feature_sha256":"4378183194743d805174bef783e1aad01eafbf651148b982bf654ae45b7f7a49","formula_version":"titan-u-contract-v1","latency_ms":25.472290999999814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_255","prompt_sha256":"09fbb62535d6fe7f01f45f682d97b242869f0790c336a1a7b38953ad64fa5f71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8386,"eligible_count":122,"excluded_count":18,"feature_sha256":"a846b783ce9fca8c6441c29a037db57b33c60b6415413c6fa0b6c53ffe55944c","formula_version":"titan-u-contract-v1","latency_ms":25.21866699999986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_56","prompt_sha256":"4ea9c7ce3fe60703f44b88481a0ce7ef82141a8b61cc6440403355859deb8035","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1035539498875893},"components":{"alpha":1.0,"bonus":1.1035539498875893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1035539498875893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7562,"eligible_count":122,"excluded_count":18,"feature_sha256":"899b99b0e86384b90346d083a39bd330beb84fdf8614f99ba6a825c50f04f804","formula_version":"titan-u-contract-v1","latency_ms":28.064458000000236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0702206165542558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_273","prompt_sha256":"93680a2271b7c02385e59e553071df5dc018472b693a45d5568e0bc6359c4f1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9689,"eligible_count":122,"excluded_count":18,"feature_sha256":"1507bdd9e1c1118b20ce15bea99f81de01d14ed909a594bd9e037f36c3fef138","formula_version":"titan-u-contract-v1","latency_ms":27.19870799999935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_60","prompt_sha256":"d08eda17d85bc1e46b3666862f08acc0e39569f206d59567d7b2238941a73a88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642483262848008},"components":{"alpha":1.0,"bonus":1.0642483262848008,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642483262848008,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"d21359c268816dfb83c2a2077639f4d542882d4fcb80b44bccff5b124c39d9e8","formula_version":"titan-u-contract-v1","latency_ms":24.308041999999475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_43","prompt_sha256":"fb8158ed801c0ee010168c73a016be7b139ef604992ddb38f34a4ea046d5236a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652928147931908},"components":{"alpha":1.0,"bonus":1.0652928147931908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652928147931908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cdeee41f23cab0bbd38df4c554c5bbddc1c93feb5ab3561bed16e5c7499a165","formula_version":"titan-u-contract-v1","latency_ms":23.39833300000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_174","prompt_sha256":"d649e28625b4bd386109e0a79c4335772b4334d9e37508c0eb241d63a8f0a03e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644527973623348},"components":{"alpha":1.0,"bonus":1.0644527973623348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644527973623348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"691bff520a4f40c791130f37a6b4979eb7b8896e2208e070f678d3a29570bf81","formula_version":"titan-u-contract-v1","latency_ms":23.5169579999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311194640290013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_124","prompt_sha256":"5e0d7bacee28627a25d4ea58554dca6ad540b5576bfcdf60e7c961079ece392e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c2732906d36bb3586ab6e10694b94e9a255e110c6c38f999dd4362e08873b1e","formula_version":"titan-u-contract-v1","latency_ms":27.42133300000038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_289","prompt_sha256":"ee5f6809f66d95022e976dadd56ec9f5b441b22cb0ef00aa4f4329523daa2e58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172513},"components":{"alpha":1.0,"bonus":1.0640254674172513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e4e211f1b5481f4b44576d021b40a4445763b7915bd617613cd391f4a8e0d2d","formula_version":"titan-u-contract-v1","latency_ms":25.2132499999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030692134083918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_30","prompt_sha256":"0dde19189258e6dd46ef05eda7b105a3f041ed3e4d6a68171232a570d1f7017e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647753907808446},"components":{"alpha":1.0,"bonus":1.0647753907808446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647753907808446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"b00f35ff2b8c0a261a8f0ff06e9d85addf143bbca445a40d6c043eea733a0ce9","formula_version":"titan-u-contract-v1","latency_ms":25.92179200000011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314420574475112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_944","prompt_sha256":"c1b0b1099c579eb346bf407df40a9825cfe18c8fb7722f0e7fd024f053f7da05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663142162667159},"components":{"alpha":1.0,"bonus":1.0663142162667159,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663142162667159,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5151,"eligible_count":122,"excluded_count":18,"feature_sha256":"78bd2d36402772ed4c483b91aa1f96c1a2a73938b9b9ff0b5d4ebc2181094785","formula_version":"titan-u-contract-v1","latency_ms":23.45812500000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329808829333824,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1093","prompt_sha256":"4056ede6469adcfe593ba8125004f1b982e0a778460ccd0eaaac710f254b1f2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641167845918043},"components":{"alpha":1.0,"bonus":1.0641167845918043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641167845918043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"d19cca3ee812df25cf2679ae7a59f71eb8c927e492cebdfb9583350058bd4ae4","formula_version":"titan-u-contract-v1","latency_ms":22.47849999999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_502","prompt_sha256":"c335ae9878e9a978141229e15eeda2f0533ab8ae45d520c7620baeffdd4eb159","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d784d3267f5c7272411d92c77060e2a370b8dcfdab9fa0ddd633a7fc5fcfad8","formula_version":"titan-u-contract-v1","latency_ms":29.05345799999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_915","prompt_sha256":"ce2b199d7e023da19436f716e24fc4192a977e8831824efd7eeaf700cd4f460e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"b317136cbd17898d5fbd7df8bb731e5591dd92cbd3754feb198b812a22bb7462","formula_version":"titan-u-contract-v1","latency_ms":28.238874999999553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_87","prompt_sha256":"1cb48f0c04cd5008a8f042520ffa27b34cb042ff94d533679f66ca43ba75fd32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"03131148d1b49225d3eea224888e7d3bfd3ce3f0f590264bd55ff916ed7f0872","formula_version":"titan-u-contract-v1","latency_ms":28.507000000000282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_526","prompt_sha256":"a6f921a6feb50163ea344f99db8155ea6edc97f0acea8b416514763247ee41e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375119},"components":{"alpha":1.0,"bonus":1.0642603395375119,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375119,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"640b8f86c56cfad73ace040672008b47b794d8568104b6a8b6a9975fa7bf3c34","formula_version":"titan-u-contract-v1","latency_ms":27.397500000000186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041784,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_368","prompt_sha256":"0deaf8873cf81aea0eb3ab1f77bdfbc23ef733d6195832efdee1899a65994833","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab4e81a052cabd3cff9e20a607be977511d36fcdbea05ec9280f99934ead1980","formula_version":"titan-u-contract-v1","latency_ms":32.903833999999854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1018","prompt_sha256":"afb069022a27fc3ca741d1ec23eb6dedbfa774488100bc1bfe7eedee8c50c6a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e69aaba771559102bded6a32c3dc8f1531c4e5981b255c618015e70fd54850c","formula_version":"titan-u-contract-v1","latency_ms":24.203917000000352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_199","prompt_sha256":"6011238777709d6943932c7e7df2e5da869266855168a304ca890d7552c16db7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815315},"components":{"alpha":1.0,"bonus":1.0639728761815315,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815315,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"a02354f9065f501529856f5bdc0f76703e1fddaac526602d33348a3cc09ce576","formula_version":"titan-u-contract-v1","latency_ms":22.40645799999985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030639542848198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_220","prompt_sha256":"d66f4838691a3656046821f487d7ab7ad240069a7b4df43fe55a2b43e5a50916","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bf9ff7463907dfa0dea14759d5c930a8a250bc6ffca67ba23a0f99590aaaed9","formula_version":"titan-u-contract-v1","latency_ms":23.145375000000357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_390","prompt_sha256":"8689dbf92aba6ac988e480fc9dba7918fa7e2708337dc6bc31113bbd7a13cd42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466206},"components":{"alpha":1.0,"bonus":1.0645011155466206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4826,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4a08a79ca256cf821ad2610a9d8038add69463350ddf87a724b25f59a46cd2e","formula_version":"titan-u-contract-v1","latency_ms":23.422333000000073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311677822132872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1102","prompt_sha256":"1ee0a9172a3991d47c354de6f05663392fe63c332b549bd02bab88c930bc8f73","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324552},"components":{"alpha":1.0,"bonus":1.0643090518324552,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324552,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4781,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ef09ae67d0948679b756da8ec8a99af996d461d66817efd80c6a4716c96bea5","formula_version":"titan-u-contract-v1","latency_ms":24.311124999999656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309757184991217,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1243","prompt_sha256":"ef44e845ab16e576db0435e2c4cfd7814e5b9281bcc039b2a4e33e05d334c5c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642764597662113},"components":{"alpha":1.0,"bonus":1.0642764597662113,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642764597662113,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6743415dd2237c91f2be6656e5ab196a8bd92ba9fd18a0e18570971bf129799","formula_version":"titan-u-contract-v1","latency_ms":24.061082999999428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328779,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_968","prompt_sha256":"8534834cd046654a1205ae0ada3eddf8c107b2cdcd7e1fa86ab451b279d45d89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064532324691223},"components":{"alpha":1.0,"bonus":1.064532324691223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064532324691223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e9e26226782e81db84d19c020274118d44ec1850c677e72dfe489a5e5ceb090","formula_version":"titan-u-contract-v1","latency_ms":24.108582999999406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578896,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_766","prompt_sha256":"725c3926b41748c0d3db3be916d2a11c875f4c58461ce7d17bb1220c881d6882","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150434},"components":{"alpha":1.0,"bonus":1.0648591456150434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f0a6cfdff4853aa3864714c5b07b583cd5e513b659484e984b6779509fc461c","formula_version":"titan-u-contract-v1","latency_ms":22.025249999999552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03152581228171,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1094","prompt_sha256":"7a5c1fe9519df0d493bf94731be60993844d2a9af329250067ac15d5cc7db4e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649043420948663},"components":{"alpha":1.0,"bonus":1.0649043420948663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649043420948663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"d25498d1e8aee177b49633bb5df4c2b92bb208617456ba60543808babe850bb8","formula_version":"titan-u-contract-v1","latency_ms":22.919499999999537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315710087615328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_591","prompt_sha256":"5a10b342d8cde46106fbce8d285b5948f7acde3a581418599eb925091e59b8fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"b387bb3ca77615df46591142d8b574bbf87c673ef6f4fdf3594a323a841838e0","formula_version":"titan-u-contract-v1","latency_ms":24.805500000000258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1113","prompt_sha256":"8c9d7a287ac678788b56cadae8f7216aea7a349b663cee1b21f3d0dfd17fdd78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065611213253924},"components":{"alpha":1.0,"bonus":1.065611213253924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065611213253924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"b02bf6dce8f0fbd920359f4a2c6a03199c81bf899d49f49437ddc69b217cefea","formula_version":"titan-u-contract-v1","latency_ms":23.587374999999966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322778799205905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1002","prompt_sha256":"fc16e7537b1409dbdf61f14408cc5a20606b7bd34da34006014d2c5c73368b1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648293437213308},"components":{"alpha":1.0,"bonus":1.0648293437213308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648293437213308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4896,"eligible_count":122,"excluded_count":18,"feature_sha256":"e09f949c6ad8b1dcce9ab04f22d09d39beca63bacf3a5eb600c2fc4738ac82e3","formula_version":"titan-u-contract-v1","latency_ms":23.96562499999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314960103879973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1379","prompt_sha256":"9a1f0c028e17665457aea1a281249ca8f431ca1ad2729791e18605bdeb112cf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644790429184128},"components":{"alpha":1.0,"bonus":1.0644790429184128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644790429184128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4821,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9ba5b67180655bd27191489128aca56fa77d0dbdd0bd2971b3364f7da602d75","formula_version":"titan-u-contract-v1","latency_ms":23.74629100000014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311457095850793,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1123","prompt_sha256":"50d8cf51fce2e0ea177031db8b47a33ece302a6dd85477c098c850b343daf329","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"393b4258aff49ba45c55926a1718d09a09d6a9ad8bb3194a94045d27481d74ad","formula_version":"titan-u-contract-v1","latency_ms":26.431624999999848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_378","prompt_sha256":"330e412ba8899a434e0865ae48797e6a4a9319dc9b3fdf715ee0b7e4f1351f6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326728},"components":{"alpha":1.0,"bonus":1.0642845638326728,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326728,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"336b59ebb2c80a48e89ffe2c8694d7d50c71d9b909b853123104534fff4a2521","formula_version":"titan-u-contract-v1","latency_ms":23.59158299999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_689","prompt_sha256":"aae6644eddb187563a06ca53f9bbec424ddd6da9b9e0d5149330d7c52c3cd7bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad69220bf8830dcd6f159014d7586b528bb623fbf9881cdadbc2fee432380713","formula_version":"titan-u-contract-v1","latency_ms":22.337584000000632,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_308","prompt_sha256":"3047f3949f6d212a1f15c89ca548236d18379a6738d7b5adbaf2f2ee2f46ff89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647175425024704},"components":{"alpha":1.0,"bonus":1.0647175425024704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647175425024704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"e848b161dce158da472fba6c27830b3cb514c24c49608b8f0cd3370612dfface","formula_version":"titan-u-contract-v1","latency_ms":22.375582999999644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031384209169137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_864","prompt_sha256":"d9cddf3805d88674581c2bccc59f77b4f0423b590686362cb3c01e413ca2bb6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"c64cf6fc944d22a1f3dd453a4831b22a85b4179d29259d4e34ccb527a8fbecae","formula_version":"titan-u-contract-v1","latency_ms":23.80329199999931,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_571","prompt_sha256":"9f02df93e731673324dfbf7e192c2508d1121dc082191900c2b0254d094cfe81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064614223703826},"components":{"alpha":1.0,"bonus":1.064614223703826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064614223703826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4851,"eligible_count":122,"excluded_count":18,"feature_sha256":"48514d8d4d10996f0c92220753f74451dead8a5c0bdd84dc039063389095e589","formula_version":"titan-u-contract-v1","latency_ms":21.998832999999607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_604","prompt_sha256":"761cca39bf7b0c7dadbf02d9179a347b1213a7ec2d977a23e544260294e6a364","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634988283080051},"components":{"alpha":1.0,"bonus":1.0634988283080051,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634988283080051,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4517,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8ebd34cc5cc881fdf8fa285e1c4c904a5920ba7e2c1acc95b0771c0f481de35","formula_version":"titan-u-contract-v1","latency_ms":21.267209000000342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301654949746717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_42","prompt_sha256":"5dec460d11d56c749602f4fa2abf9f49bc3a70ff2e8b72a95de699a10347689c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063474788135572},"components":{"alpha":1.0,"bonus":1.063474788135572,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063474788135572,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4506,"eligible_count":122,"excluded_count":18,"feature_sha256":"759e83f02fb5b961b6d33606d8f01292bf65e0a0f4e760a297d098bc65bd09b6","formula_version":"titan-u-contract-v1","latency_ms":20.961250000000042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301414548022385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_27","prompt_sha256":"32f6f8899d230f7ef633b8b9e186dd8aafe0c757663a5a86974f6b616d6a6b90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063494391293391},"components":{"alpha":1.0,"bonus":1.063494391293391,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063494391293391,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4515,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a1f2db3f741dee3e99ba858bf82d17a3701a9f6d3d2020af126dcdc1244f93a","formula_version":"titan-u-contract-v1","latency_ms":21.50129199999995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301610579600575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_28","prompt_sha256":"eca4fae237349486a2439bdd78568a9de8f8e25ff348500e6e98dad9add89ec3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634705126377504},"components":{"alpha":1.0,"bonus":1.0634705126377504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634705126377504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4504,"eligible_count":122,"excluded_count":18,"feature_sha256":"3deb814aa808a6ceb37668689e9eddaf30f06a2fcc72b7d6f127cf14e6db0a36","formula_version":"titan-u-contract-v1","latency_ms":21.936041999999212,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030137179304417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_48","prompt_sha256":"e469e1b9dd08b40d426aabf7a79cecf3461c5d36c2a9348a516c3e9d3f3addf5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732142289636306},"components":{"alpha":1.0,"bonus":1.0732142289636306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732142289636306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5959,"eligible_count":122,"excluded_count":18,"feature_sha256":"afe0cfb66115ce6e339876b6e34a67693a2b11d20937bab686ad31d5c1deb747","formula_version":"titan-u-contract-v1","latency_ms":23.343542000000106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398808956302972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_405","prompt_sha256":"d9f87d21b27647e6391e979be7dfe8ccd0dec38ec38905b95c58a4274bfb33d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680602159990793},"components":{"alpha":1.0,"bonus":1.0680602159990793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680602159990793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5395,"eligible_count":122,"excluded_count":18,"feature_sha256":"4429d4c7717ae1770449746be08feedbef648e43acdec3bad13c1e114983675c","formula_version":"titan-u-contract-v1","latency_ms":22.744125000000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347268826657459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_485","prompt_sha256":"8bbbe7d8056efa82c2893012a9b2cb88478458109e50890fb0dade2b15c2b020","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075865294919629},"components":{"alpha":1.0,"bonus":1.075865294919629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075865294919629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6112,"eligible_count":122,"excluded_count":18,"feature_sha256":"7574a346fe1dab03e8b04c0e0760969bd2de99dd47af9eda73a176190a7de96b","formula_version":"titan-u-contract-v1","latency_ms":23.474792000000022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425319615862956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_118","prompt_sha256":"0d477dd59cbc5fda09ca6bc86fa60be7a198a1306413bb14343ea4e689b8f015","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915807},"components":{"alpha":1.0,"bonus":1.0652043377915807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4974,"eligible_count":122,"excluded_count":18,"feature_sha256":"55fb288c8e90b65cd9c56d95081567b8455743eeb5205bb66aa661eb6b508353","formula_version":"titan-u-contract-v1","latency_ms":22.758250000000757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318710044582473,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_476","prompt_sha256":"a63c3dc628f89386554ac2f66ca243afc207b80f8739faf7c97d43aca6680652","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0781814876506182},"components":{"alpha":1.0,"bonus":1.0781814876506182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0781814876506182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6289,"eligible_count":122,"excluded_count":18,"feature_sha256":"1046d9e0a9985ec407fa6b37edfb709787c2cfc75cec2a82eb8d5e7c13488dd4","formula_version":"titan-u-contract-v1","latency_ms":23.267332999999724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448481543172847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_431","prompt_sha256":"37ac8c291b707e72d9518302610fd08b486abd9b1f7bc34d62bf6d3da7a4b851","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0735795266304213},"components":{"alpha":1.0,"bonus":1.0735795266304213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0735795266304213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5936,"eligible_count":122,"excluded_count":18,"feature_sha256":"80ae372c01c9373a76adcf7cdceb8729e7bfab243b509942057c7b0bc279a9fe","formula_version":"titan-u-contract-v1","latency_ms":23.28783300000037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040246193297088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_49","prompt_sha256":"0953a9585f98478f39f284655bfaecf0d821fe7d933e62a5a9f62b9dd30fbf7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077685689481168},"components":{"alpha":1.0,"bonus":1.077685689481168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077685689481168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6312,"eligible_count":122,"excluded_count":18,"feature_sha256":"87dab27a397c3229766fe7bfb0850106395db505277c7dfdcf7e58d47ddb5ea2","formula_version":"titan-u-contract-v1","latency_ms":23.469999999999658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443523561478345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_437","prompt_sha256":"dc5b2db3537d49d951289bd3fd8022344e21fa7f298717b6d188f8d483be3e2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0736533571176499},"components":{"alpha":1.0,"bonus":1.0736533571176499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0736533571176499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5999,"eligible_count":122,"excluded_count":18,"feature_sha256":"8aa4d195416697750920bfe629f506ee7fbd96e648726cd2632d5cd1a41cc49d","formula_version":"titan-u-contract-v1","latency_ms":23.727166000000466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403200237843164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_181","prompt_sha256":"8fbd83c0ece15cf75213642679fed05a32e6bc90372c49e7edb5ac719afc16a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067959268886225},"components":{"alpha":1.0,"bonus":1.067959268886225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067959268886225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5384,"eligible_count":122,"excluded_count":18,"feature_sha256":"29c4551456073cc0b7e98740c1676dcc15747a57caebb01e04c01e9eee664455","formula_version":"titan-u-contract-v1","latency_ms":24.076374999999928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346259355528915,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_136","prompt_sha256":"c4bf610a49d5477ae311071f59493625aa4fe2ea1dbcfbafa7ff161429277b18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706798694346038},"components":{"alpha":1.0,"bonus":1.0706798694346038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706798694346038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5733,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ded699a5d8763480818b5ecba1415c13ca5ed6523de105cb76a55f49c872362","formula_version":"titan-u-contract-v1","latency_ms":23.113916999999873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373465361012704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_271","prompt_sha256":"c57fa9ec0916612ce246db502674082ad281423cc9797bf41c20ffbfb261b47c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715283477351405},"components":{"alpha":1.0,"bonus":1.0715283477351405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715283477351405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5821,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbe369e7d7f3130291304bd2736f6b07e10c52c1c98f0398d5df532b7f3ba241","formula_version":"titan-u-contract-v1","latency_ms":34.255916999999414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038195014401807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_237","prompt_sha256":"146e0be46739c622bdc89c5eb1823ee09e80e63e94c25d7286d6c75a5bdba589","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710716741889872},"components":{"alpha":1.0,"bonus":1.0710716741889872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710716741889872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5711,"eligible_count":122,"excluded_count":18,"feature_sha256":"af1a58e7c28ac362a696cf77e61592376d3cf232e360fd1690bd5157178e3bb0","formula_version":"titan-u-contract-v1","latency_ms":25.07033400000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377383408556538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_105","prompt_sha256":"d2bb0b8b3d138a54ad13548190d5235aebe3626cc086cdcafb6a066cd67bb8b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725145723077611},"components":{"alpha":1.0,"bonus":1.0725145723077611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725145723077611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5838,"eligible_count":122,"excluded_count":18,"feature_sha256":"3772cb8433f25701a173d27db9b64242badf018ea5f0cb63eb2aac39f7e947e3","formula_version":"titan-u-contract-v1","latency_ms":25.501208000000553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391812389744277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_114","prompt_sha256":"994749c3caeb505a36e9885dc0af05d16da54f859e35713f9d0f8e1382814824","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700054358798838},"components":{"alpha":1.0,"bonus":1.0700054358798838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700054358798838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5606,"eligible_count":122,"excluded_count":18,"feature_sha256":"114df52ffc72775ef619c8950f1b9fb9dc012b074aca7278b140fd5f779e17cb","formula_version":"titan-u-contract-v1","latency_ms":27.28725000000054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366721025465504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_131","prompt_sha256":"130e08ed047c799ed7efda36a716b2a384000bbada6e8f347947ef5f3bdd44c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0998698218425669},"components":{"alpha":1.0,"bonus":1.0998698218425669,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0998698218425669,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7610,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c2a67c701e563d24d03e87d082289584b098c31643c3d8a2615e9100ba22b3d","formula_version":"titan-u-contract-v1","latency_ms":30.01266700000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0665364885092334,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_350","prompt_sha256":"501b59505e084888c0ce0e1c79977d01d9eb400acc67aa60d0c63b9fbf05c74c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709435238377418},"components":{"alpha":1.0,"bonus":1.0709435238377418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709435238377418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5719,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f8a1d5f0d09ccc314f3e599a06a1d749c71e9a3fd4df934d8fb5d2854a49aa7","formula_version":"titan-u-contract-v1","latency_ms":29.558542000000187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_499","prompt_sha256":"2a291845df0e82c8843e0890f0e02448be68b2dc32bdf5a30241c23ad088b905","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072433214703834},"components":{"alpha":1.0,"bonus":1.072433214703834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072433214703834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5830,"eligible_count":122,"excluded_count":18,"feature_sha256":"d24464d9dc2a325b743282d5efcaa09337f64952a6af74fa72e1de68b1455d0d","formula_version":"titan-u-contract-v1","latency_ms":27.366917000000157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390998813705006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_491","prompt_sha256":"2799ab786da1535a5afcb22544e98b96901e295941cc08d64cc9e6274a0bdf76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0936871731955624},"components":{"alpha":1.0,"bonus":1.0936871731955624,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0936871731955624,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7205,"eligible_count":122,"excluded_count":18,"feature_sha256":"367bbc9026a32f4b580bd168ecc76ff28044726a373aad751aea933c08777f56","formula_version":"titan-u-contract-v1","latency_ms":27.25429200000029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.060353839862229,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_386","prompt_sha256":"e8803851667c924cfc5e88f6465f1631cac92e40ce586aa2a31e50ec6acc64b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070606851860196},"components":{"alpha":1.0,"bonus":1.070606851860196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070606851860196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5669,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d0dfcfd40fb1bb65a3e85320ec0311b48fd1faa3101ee57c9de245374fb0e84","formula_version":"titan-u-contract-v1","latency_ms":29.193290999999455,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372735185268627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_43","prompt_sha256":"f061b446d12a2e6bb70d3bb6ea674e577e30f016999b04502faf25f3c45d85a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795025221427228},"components":{"alpha":1.0,"bonus":1.0795025221427228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795025221427228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6354,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4c5261cffb51fa1ee6139862f07c004e181b1d18f20e0bf9fd2bb00c473d2d9","formula_version":"titan-u-contract-v1","latency_ms":28.096249999999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461691888093894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_16","prompt_sha256":"b82279978bf793c4db7e8ac78ac4ac0627eef4fd4e207df812f7b70760d96f94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694961759223358},"components":{"alpha":1.0,"bonus":1.0694961759223358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694961759223358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5582,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3af07cd332dfb36d133c037262dd01717432d35efc6a1acd8fc40de1e04c66a","formula_version":"titan-u-contract-v1","latency_ms":33.22637500000081,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361628425890024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_18","prompt_sha256":"319b49d8182e43ec0d40ab0163287cd8a24ff41def172cbcb4d23a4af4144ee2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0873619201133078},"components":{"alpha":1.0,"bonus":1.0873619201133078,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0873619201133078,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6888,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dcec28bdfabc4da0c618f00a785b041e9773a5db5e6e1ec09360ef34f272dff","formula_version":"titan-u-contract-v1","latency_ms":27.73858300000054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0540285867799744,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_355","prompt_sha256":"eb890d2d030387de89711c5c3274d815991521680761b80746040b76741f86d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0917878829012528},"components":{"alpha":1.0,"bonus":1.0917878829012528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0917878829012528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7098,"eligible_count":122,"excluded_count":18,"feature_sha256":"9018cebe5e8db2afa499bf61395efed41fa8e4dff6dafc7aa330a3906b69cccc","formula_version":"titan-u-contract-v1","latency_ms":26.80987499999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0584545495679194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_344","prompt_sha256":"a625e75d05070c42737806c13f63a700347291b085d7b409046b2c72ee095520","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663824983618684},"components":{"alpha":1.0,"bonus":1.0663824983618684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663824983618684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5169,"eligible_count":122,"excluded_count":18,"feature_sha256":"e07c1dab05105bb25de49f40dd435a7f961875f8600771ee27ff5ee64b7b3d54","formula_version":"titan-u-contract-v1","latency_ms":23.379165999999785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033049165028535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_64","prompt_sha256":"bf2404ec1a5d6fae9c8e18ecd581837c8705d859be31caa0953d5f11e9863921","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696994905112371},"components":{"alpha":1.0,"bonus":1.0696994905112371,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696994905112371,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5578,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d187314de4520f59462cb1691a653419e781c8ba9f87423fd628284ab3ce6a5","formula_version":"titan-u-contract-v1","latency_ms":25.655915999999834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363661571779037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_183","prompt_sha256":"cca166d563d7c88db51ea9159bc8dc24aa3a481b3e7651212afec36341503c90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0773263346126836},"components":{"alpha":1.0,"bonus":1.0773263346126836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0773263346126836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6241,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a9ef886ce2618d8db4530c9ef22f33bd8ec32518915dd175b358256192eea99","formula_version":"titan-u-contract-v1","latency_ms":25.262332999999693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0439930012793501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_177","prompt_sha256":"39d4de240b91790630d7ad2fa625413fe90eee271ab10819d63aa7544216cc02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07285536070805},"components":{"alpha":1.0,"bonus":1.07285536070805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07285536070805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5866,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c40148ad002b837efe367135e08a91dd754ef17d47dbf27a5ec5d62cf75c9ac","formula_version":"titan-u-contract-v1","latency_ms":23.977291000000456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0395220273747166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_169","prompt_sha256":"bcd4a0ccf09afce00653269267d10531792960266cf41beb329ea48d0231f4a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066107170972975},"components":{"alpha":1.0,"bonus":1.066107170972975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066107170972975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5148,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7493215c10f2d695651ec1082773df1b9c38ecfbdc073f09fe3d7fa4bd86b33","formula_version":"titan-u-contract-v1","latency_ms":22.39895899999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327738376396416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_390","prompt_sha256":"c453dadf5a175b490594e3db54a50beceaf8a9822917a83cf883489e38acdb15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070451573081426},"components":{"alpha":1.0,"bonus":1.070451573081426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070451573081426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5708,"eligible_count":122,"excluded_count":18,"feature_sha256":"006c210f821c2f16da3a373b28906d4ac636c3c5b48315311534f09122fb1cd7","formula_version":"titan-u-contract-v1","latency_ms":25.407749999999396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371182397480925,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_84","prompt_sha256":"2e70015764fbf24300fbf46f82354de40e58cfd7161a335b154046a1ae1aad14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068439282317905},"components":{"alpha":1.0,"bonus":1.068439282317905,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068439282317905,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5430,"eligible_count":122,"excluded_count":18,"feature_sha256":"4400c3b68c4d5059dc3e95db3d4d3374a0d3bfb02e60e072629d02c485801aec","formula_version":"titan-u-contract-v1","latency_ms":23.4720829999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351059489845715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_149","prompt_sha256":"f070802fc1a4480921c2bab0b371cb2b22ff63daf222a64dcc14213e7d0e9107","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656896974494967},"components":{"alpha":1.0,"bonus":1.0656896974494967,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656896974494967,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5085,"eligible_count":122,"excluded_count":18,"feature_sha256":"716038fee54efd147b925636fc405cae6b50ba06d12271ee3b450463bf1964fe","formula_version":"titan-u-contract-v1","latency_ms":25.25700000000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323563641161633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_317","prompt_sha256":"02b5b8c121b7eb49c1d3e38cc0dc0f957886f8388dcd4e174b6b2fa26a7ab6ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0819286165223656},"components":{"alpha":1.0,"bonus":1.0819286165223656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0819286165223656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6636,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bcaf81f493aa4125e4c7354e5682aaf6bf841d3a0f4f51b529d7735a273d3b4","formula_version":"titan-u-contract-v1","latency_ms":24.466374999999374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0485952831890322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_211","prompt_sha256":"7ca6cca586e052b9ef80c4b5b884181c36b7f9abb9c3b121ff4957c27f81b9dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741773596571471},"components":{"alpha":1.0,"bonus":1.0741773596571471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741773596571471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5972,"eligible_count":122,"excluded_count":18,"feature_sha256":"d63380e04c3f3a10485b14c6623eddab2fc5410a142a1dfcfdada90f8bd8d390","formula_version":"titan-u-contract-v1","latency_ms":26.652084000000187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408440263238137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_34","prompt_sha256":"50b55965aacc0f21cc9bc78108ab650e34e5bcda1e4274441da9d72ebe3e68d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734814856344752},"components":{"alpha":1.0,"bonus":1.0734814856344752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734814856344752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5923,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff033096be4d9f1e6aca8245956f5285da24efde1e2324ab41a30957c502b48e","formula_version":"titan-u-contract-v1","latency_ms":29.371915999999665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401481523011418,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_137","prompt_sha256":"cdd089dd8a753343bfc5ff03415dfe40aa399b97fc961c48c4b20d89f8c4fd2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0809257606329863},"components":{"alpha":1.0,"bonus":1.0809257606329863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0809257606329863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6502,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7093ed6f1aeb0df4133981a149bb943fdb4c0426687eb0d3307a4beedcb152f","formula_version":"titan-u-contract-v1","latency_ms":29.081457999999394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0475924272996529,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_277","prompt_sha256":"f54b73c98f535c02b0460b108d91538f59c8e36f021c7450ac44885fc8a41ca3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068625142560524},"components":{"alpha":1.0,"bonus":1.068625142560524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068625142560524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5494,"eligible_count":122,"excluded_count":18,"feature_sha256":"492884eb0b2a3f339c28421474c408b26023bebdaca4b04351732c68076c11cc","formula_version":"titan-u-contract-v1","latency_ms":36.070792000000296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352918092271906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_473","prompt_sha256":"669d3bc5f3a59f1f61f2fbac4e6e6b6aacb9721c0d66e2d99203ddb19138bad1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681025853411732},"components":{"alpha":1.0,"bonus":1.0681025853411732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681025853411732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5390,"eligible_count":122,"excluded_count":18,"feature_sha256":"8447932ee0de8d307e63f2e2b06178e900da7f7e50c1b43e2c5da8a21097cf00","formula_version":"titan-u-contract-v1","latency_ms":36.16608300000035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347692520078398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_14","prompt_sha256":"5b65b089b3974d58bae1d9dbc17d98c42c419df524dee4c8531609de8ed271d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0869372250732792},"components":{"alpha":1.0,"bonus":1.0869372250732792,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0869372250732792,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6857,"eligible_count":122,"excluded_count":18,"feature_sha256":"442f51886528df8356420d21f60b9ce18da0805d9954300ce060eb724b33e2ee","formula_version":"titan-u-contract-v1","latency_ms":117.53974999999971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0536038917399457,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_6","prompt_sha256":"a3337c79d49bf99e930ff90a4be10d96eb41998f24f70e82e7ae3374ac9cb630","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"05b022fd2ba76da9f9ae065e2d2b4fc325a97adcfbd6cd7ab70825a5af5cc039","formula_version":"titan-u-contract-v1","latency_ms":29.26183399999971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_108","prompt_sha256":"af036d782f14584a1e406a91341d5091863e4266725167e6264b8167bc34725e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c3d50faaacbf875d5ecb0d208aa0f9c2fbf7fd38a8c346c8afec5afeff40daf","formula_version":"titan-u-contract-v1","latency_ms":33.31362500000079,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_479","prompt_sha256":"51ae05d0905a571d98499ad26c498f91b9a179c0fc86811212beae79225ef067","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063675364596736},"components":{"alpha":1.0,"bonus":1.063675364596736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063675364596736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c1fc5bacf5c914b0b83723be3b95977de418d9b5ea86e17402e0b49e8e0c58a","formula_version":"titan-u-contract-v1","latency_ms":32.68320899999999,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_442","prompt_sha256":"2c2e979ac0527e8d856a44e131555cd8fada14d5f0938888e5025f8992a67b8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657202120221332},"components":{"alpha":1.0,"bonus":1.0657202120221332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657202120221332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5085,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e5af63a4402c0277a57e0aa080b03417d68832a850b45dc4bb12d00fe080554","formula_version":"titan-u-contract-v1","latency_ms":84.38058300000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323868786887997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_150","prompt_sha256":"037715eeb1c429c672e2c10ceed1212d77cdd71a5a0bf1322b2c2b4760e7c895","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179266},"components":{"alpha":1.0,"bonus":1.063776002179266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"010bfa1d0500467c84c3812d560f85efbbef3416188226ddabdc29a4ee92771b","formula_version":"titan-u-contract-v1","latency_ms":29.11429099999996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_53","prompt_sha256":"9b676e7f939c7e844da4018f24a000392644d25ded4babf3d839319d843af42f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724100341054255},"components":{"alpha":1.0,"bonus":1.0724100341054255,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724100341054255,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5817,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b5773f4db2c3b64655752e8f3f2f195c96620c4f518f77266fd9ddd1f7870a6","formula_version":"titan-u-contract-v1","latency_ms":36.530916000000246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039076700772092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2985","prompt_sha256":"f64d9db5fe7e465b95add1d623654c5611fc40e40192c0149ccdb11d079f4ced","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068448060418708},"components":{"alpha":1.0,"bonus":1.068448060418708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068448060418708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5428,"eligible_count":122,"excluded_count":18,"feature_sha256":"845c07de0287a158456b18584b52a5522d3450428a21df14da4b9fed42013b19","formula_version":"titan-u-contract-v1","latency_ms":30.957374999999843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351147270853747,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3310","prompt_sha256":"6f98549697b2e99d9606f7baa90916b5f29e503374a2adb2d9dbd780afe1438d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650963718133677},"components":{"alpha":1.0,"bonus":1.0650963718133677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650963718133677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4953,"eligible_count":122,"excluded_count":18,"feature_sha256":"b98f0a4bfd5702d6c34945eba7f7d3c412d867974f97aa720c58c50daa9a65e2","formula_version":"titan-u-contract-v1","latency_ms":25.89995800000011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317630384800343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2980","prompt_sha256":"9e172cc41f7e54979d3e5b9514df5a4d61c421730de52d3f6b91ec9435af16fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673207731570205},"components":{"alpha":1.0,"bonus":1.0673207731570205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673207731570205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5291,"eligible_count":122,"excluded_count":18,"feature_sha256":"f883bb2f726ba0d331de301161f68a35ea3cb55aacb62804054f48fa02075509","formula_version":"titan-u-contract-v1","latency_ms":24.66554200000015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033987439823687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2934","prompt_sha256":"b65e4d11471caaf37d66cd0ff6e000b3ed4cc641d5785543bc6d6c43c5db2d59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069476978626702},"components":{"alpha":1.0,"bonus":1.069476978626702,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069476978626702,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5540,"eligible_count":122,"excluded_count":18,"feature_sha256":"b81e1fb1ae72c22a0003b2fc5b7726bf17c9d738c5ace688e74e6f11b5be19f8","formula_version":"titan-u-contract-v1","latency_ms":23.94716600000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361436452933686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3215","prompt_sha256":"b588d680010c2331cbcfd44248a5806e08cb219eb4e5b0d4df3e7a0829cbc18d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802801},"components":{"alpha":1.0,"bonus":1.0642244975802801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"b08d0ae3c3b131f9f23d8aaa00f4bc446ca7e003e9a4850426a9951b85c7bc14","formula_version":"titan-u-contract-v1","latency_ms":22.18120800000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308911642469467,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3225","prompt_sha256":"b173741e03bb2a6146f30f1f542e8caccfb2d6dc5b3f2e900a4c305d8e670933","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645503195305048},"components":{"alpha":1.0,"bonus":1.0645503195305048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645503195305048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4842,"eligible_count":122,"excluded_count":18,"feature_sha256":"efb8b834ea2876fa008809acc847e51e93a4f81ad5692c1815888a9cb9a4e3a4","formula_version":"titan-u-contract-v1","latency_ms":23.210625000000817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312169861971714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2941","prompt_sha256":"a8f833fd1f9999649a6b1f00c83030f63ca31716864051e8f563952c8c1cbe97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700554308072083},"components":{"alpha":1.0,"bonus":1.0700554308072083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700554308072083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5599,"eligible_count":122,"excluded_count":18,"feature_sha256":"b129641d7ca984cc4dde7fc761bef052a03179ed70e627901013807ca6e60244","formula_version":"titan-u-contract-v1","latency_ms":23.27283299999916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036722097473875,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3188","prompt_sha256":"7601db42fabd7f7b617e56e73f9eef3238733e17b271a082d38b37ca8ba09512","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723522079114212},"components":{"alpha":1.0,"bonus":1.0723522079114212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723522079114212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5811,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4f6dd449726beb3c620b315593a2d5ae8c340920116042ba5ebfa88cae05d6a","formula_version":"titan-u-contract-v1","latency_ms":23.17183300000014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390188745780877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2912","prompt_sha256":"7a6d44f6230a82f2ba31edb70938e01904a3ebb6d90bb37c22504db2993984ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646004091911658},"components":{"alpha":1.0,"bonus":1.0646004091911658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646004091911658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"62aa2eba9cb699da76bf1f563c4e16ded91fdf58a93bb037cb88e8f151fde652","formula_version":"titan-u-contract-v1","latency_ms":22.04408400000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2808","prompt_sha256":"3c00295387c324a6c595d87d75f93b64a6b3c47d7677352fcf23fe0320aacef4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068378038342468},"components":{"alpha":1.0,"bonus":1.068378038342468,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068378038342468,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5420,"eligible_count":122,"excluded_count":18,"feature_sha256":"251de8a43ad4a0ab262b3f72e69a584968dc8e8b0b95c6fb3fd6c0804f04da6c","formula_version":"titan-u-contract-v1","latency_ms":23.629999999999818,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350447050091345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2822","prompt_sha256":"e23bad3bc87e29f3791ec4222fc723618a6ce51d49b441e8b3b3543235ac6fb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4951,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5a7f27457ab555265111e7f4db70e1afd2eea00a9e8cc1b84183a63c2b1471b","formula_version":"titan-u-contract-v1","latency_ms":22.706916999999827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2958","prompt_sha256":"83d2e36ae2915f41edbcdf58aad36d0cd2574c9c5b34b052833620f9881b8003","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069505785398097},"components":{"alpha":1.0,"bonus":1.069505785398097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069505785398097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5543,"eligible_count":122,"excluded_count":18,"feature_sha256":"52831821d64fbd9908e1d5d378cf2e82c56a062e2235c0e20f6942f055072169","formula_version":"titan-u-contract-v1","latency_ms":24.355917000000282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361724520647635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2792","prompt_sha256":"c95252bc83d05288b72462aad67aec58e633706ffa9f44f89f4f59d21aea9af8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4900,"eligible_count":122,"excluded_count":18,"feature_sha256":"b26990f37a8a7f79cbdcf2dc519d6792d026735d50e117539824cf3316e34742","formula_version":"titan-u-contract-v1","latency_ms":24.893207999999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_784","prompt_sha256":"a08b1728f710aac4a0a9a7d332af76cb32e3a95fbcc5c6ffa4392791e6547bc0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066246662509431},"components":{"alpha":1.0,"bonus":1.066246662509431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066246662509431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5144,"eligible_count":122,"excluded_count":18,"feature_sha256":"97f82d2d726123d674ed69d89ff97857ff2c214ef60097689c4a80c10a81da52","formula_version":"titan-u-contract-v1","latency_ms":26.725332999999907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329133291760975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_126","prompt_sha256":"4416c4cf511a19f3c00ea23a7e773a788b22eb132065a387841ac2fb1a6e2879","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663482662807682},"components":{"alpha":1.0,"bonus":1.0663482662807682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663482662807682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5159,"eligible_count":122,"excluded_count":18,"feature_sha256":"640929ebfe1f01275a8f51b1f724f900a04a2fc863db84f3972b0351c2a77305","formula_version":"titan-u-contract-v1","latency_ms":24.984250000000152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330149329474347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_226","prompt_sha256":"a0ab83ae69bd177e2d1787643e7170db8cd480fee99891580cbcd8487d12b958","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650487408154146},"components":{"alpha":1.0,"bonus":1.0650487408154146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650487408154146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4944,"eligible_count":122,"excluded_count":18,"feature_sha256":"47fef1cc8d34d448944dc2a9d418c69d06c3d8ccf81a994052172d2ae64e79dc","formula_version":"titan-u-contract-v1","latency_ms":25.023583000000293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317154074820811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_378","prompt_sha256":"20129e4555f89dacd302d3361fe0eccfe3c9329d0374a47c97ae484680a597da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648892107867372},"components":{"alpha":1.0,"bonus":1.0648892107867372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648892107867372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"f871efaf53586f8610bc94bc1351b69bf61d627d8209ac8caa4a957262506e3c","formula_version":"titan-u-contract-v1","latency_ms":23.458959000000057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315558774534037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_507","prompt_sha256":"dea5a15fdac2decb5abf9a8edba80533135bc8c3aaa65c39e2834c42a24ef1f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065177072280708},"components":{"alpha":1.0,"bonus":1.065177072280708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065177072280708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"02192d9fa4bf4571741deedf1cb5db5c66bff32fed04305e3d2b1b44991ab73f","formula_version":"titan-u-contract-v1","latency_ms":22.866292000000676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318437389473745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_503","prompt_sha256":"e71b8ab0fcc35438f08f244bdf7f1d9fb79b8d6930a5bad418695f4f3ab5f24f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649552550753014},"components":{"alpha":1.0,"bonus":1.0649552550753014,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649552550753014,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"498f3779ceadaddb1f113c0d7a17650fd5e98545b02da3eee1935a0e99763303","formula_version":"titan-u-contract-v1","latency_ms":25.713167000000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031621921741968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_382","prompt_sha256":"e388bfaded283d38fb11c01eae803dc7d5bb344657ee6f6b8caa6b8d4433cbce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646420503213743},"components":{"alpha":1.0,"bonus":1.0646420503213743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646420503213743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4862,"eligible_count":122,"excluded_count":18,"feature_sha256":"88e8c332c9e07086a86e0abbf0f5798153549736726369b9a230c0776dbbf774","formula_version":"titan-u-contract-v1","latency_ms":23.810917000000487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313087169880408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_516","prompt_sha256":"37592baa290015d993d01704f4a711e4b023376f9b35f5ff2222ca249ebe9d0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657755978628898},"components":{"alpha":1.0,"bonus":1.0657755978628898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657755978628898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5071,"eligible_count":122,"excluded_count":18,"feature_sha256":"932c8246df8b043c997089d22ccafbd7e2403967c25fe92f25625002964abe57","formula_version":"titan-u-contract-v1","latency_ms":23.95770800000019,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324422645295563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_445","prompt_sha256":"e7b437a6af851c528acea9c1389359cb05b665685f4ea7d4299a51bf5c709a5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647223229556146},"components":{"alpha":1.0,"bonus":1.0647223229556146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647223229556146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4879,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a48f60e779ec15dd711f68b5ae313cde449bc8697ac9fb67aae7b88b5f4e3f4","formula_version":"titan-u-contract-v1","latency_ms":22.50383300000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313889896222812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_742","prompt_sha256":"1a9c93b6255572fcb40ec917cc63dbceb34238902e632a80736139ce4e209cda","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653817},"components":{"alpha":1.0,"bonus":1.0640433643653817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce7670ec83b57291dcf1e096be94b538988517cdce1688b1ded4f7626bc945bc","formula_version":"titan-u-contract-v1","latency_ms":22.039417000000228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_294","prompt_sha256":"9ca0b197b53410bceb5c80b9f64e6c0c7bbcc8fee57e08333515d675c25211e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649195392141135},"components":{"alpha":1.0,"bonus":1.0649195392141135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649195392141135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"4966e738c315d26040180474f465dcddbd7f4680ca7eb2066dd786154986dad6","formula_version":"titan-u-contract-v1","latency_ms":24.00591700000021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03158620588078,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_616","prompt_sha256":"9333b792fb74c9a2561be9b2561944f262829f8f3822174320874aec300b0e78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06662010355726},"components":{"alpha":1.0,"bonus":1.06662010355726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06662010355726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5198,"eligible_count":122,"excluded_count":18,"feature_sha256":"a780ae7fa655b36f1f5936cd2d0691c60fd384460cb58492df9dfc31c66d7697","formula_version":"titan-u-contract-v1","latency_ms":23.080291000000308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332867702239266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_6","prompt_sha256":"e431371f7533eb0723fe1ce4529e7af68d584b6c8bc9478bb265dc9c786201f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659644840471938},"components":{"alpha":1.0,"bonus":1.0659644840471938,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659644840471938,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5100,"eligible_count":122,"excluded_count":18,"feature_sha256":"d031674e15f27384fe25a567e88ca01a4505f02c128f6e87d68a0eda1fc0ca3a","formula_version":"titan-u-contract-v1","latency_ms":23.363958000000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326311507138604,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_614","prompt_sha256":"e84f4183fd5c7bc26ab948c20adb85fde81870679b03cd0c5e39238f7da3716c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651988700766175},"components":{"alpha":1.0,"bonus":1.0651988700766175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651988700766175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4971,"eligible_count":122,"excluded_count":18,"feature_sha256":"986c70de7a5f2e71493b80debe7fc52fce50f208a892d8c5d74da9a58dd2563d","formula_version":"titan-u-contract-v1","latency_ms":25.57616699999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031865536743284,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_430","prompt_sha256":"d3afd14814d620c07c5a26628e46641c5a3e95f14330d3d75a62724392cf7102","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070441278749096},"components":{"alpha":1.0,"bonus":1.070441278749096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070441278749096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5637,"eligible_count":122,"excluded_count":18,"feature_sha256":"91657b673bf8f96e4db2955e22c734fa3d85e48dbb1c3d3ce9fef77fbd448842","formula_version":"titan-u-contract-v1","latency_ms":24.849291999999856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371079454157626,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4407","prompt_sha256":"fdf4e35536f88675dc330c1897231bbf25a394a88777002053877bae71db1c62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771696165472269},"components":{"alpha":1.0,"bonus":1.0771696165472269,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771696165472269,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6187,"eligible_count":122,"excluded_count":18,"feature_sha256":"f48d85afcede27052498cb8ea59f88ef947319ca76adf436d1a270c868d5de98","formula_version":"titan-u-contract-v1","latency_ms":24.247375000000737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438362832138934,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4187","prompt_sha256":"45a6c353c44f3ba4b6a73ab49d4714f459c8d9c1d53dfcdc07364cdbd7e60345","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658190842317001},"components":{"alpha":1.0,"bonus":1.0658190842317001,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658190842317001,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5089,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4f3e8075985cb4808e5ee11262af3ec1f0acb89b7cf24f8303082fbca36d4c6","formula_version":"titan-u-contract-v1","latency_ms":24.51512499999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324857508983667,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4067","prompt_sha256":"1fbe0c147c02f131c46caa46a29ca899f2fdda8bf8e6f4d17b3412b0ebc87094","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651445947910076},"components":{"alpha":1.0,"bonus":1.0651445947910076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651445947910076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4962,"eligible_count":122,"excluded_count":18,"feature_sha256":"8849fd93aabf386d5f7dec96f1c113c65b7fa6643b1c39f00710c030a7bfb9af","formula_version":"titan-u-contract-v1","latency_ms":27.76308400000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318112614576742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4354","prompt_sha256":"46a23bc76abe6f0c17a13f625b1312d79e62edf3d25a3e45d50f4760ecb15f2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655398609683733},"components":{"alpha":1.0,"bonus":1.0655398609683733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655398609683733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"016ceda376390fb820af697d44f0c6765604b188dec85d854ce561b2b3c92221","formula_version":"titan-u-contract-v1","latency_ms":24.98470899999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322065276350398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3837","prompt_sha256":"81a27357bd124687b1b95683f8dd811529685a0182a14b7cd939b53120936a5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478199},"components":{"alpha":1.0,"bonus":1.0646096115478199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4861,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2e60d6383ede073d35d39da7bafdc6a6b28ce47f828a7528d49c40d81a50806","formula_version":"titan-u-contract-v1","latency_ms":29.99341599999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3974","prompt_sha256":"3bd16a9b09b70ca749c9af21433615f5a0ee93637ffa4676bd0e3d544c7776bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"36d4c27938dfafd4b522ce51d090fd6bcd9442b54b3048f4f6e8d4e57c874c00","formula_version":"titan-u-contract-v1","latency_ms":22.6052499999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3356","prompt_sha256":"94d48ce01f23f65c396554bd82a68a25191d4aa77edd9c5e4a9ed663d0a1ad83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064914466195525},"components":{"alpha":1.0,"bonus":1.064914466195525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064914466195525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4917,"eligible_count":122,"excluded_count":18,"feature_sha256":"17baa0b94ab7612ae611cf95add60b1a444934a352442839683f98b4df3cc097","formula_version":"titan-u-contract-v1","latency_ms":23.3756670000016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3796","prompt_sha256":"c163df0ed7e9b8bfe509be113eca92a33abc5de0b1496a302c0e28bbeee192ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651716410982786},"components":{"alpha":1.0,"bonus":1.0651716410982786,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651716410982786,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"42d0b23e0997d76cf417fd293c5c8bd99e655923d1862fea3169f78436878cb6","formula_version":"titan-u-contract-v1","latency_ms":25.72766599999987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318383077649451,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9239","prompt_sha256":"26c93a24a3d785592dd0a574231611b2352f42b92d6d7717a73c9a006c27d8d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662399471976278},"components":{"alpha":1.0,"bonus":1.0662399471976278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662399471976278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5149,"eligible_count":122,"excluded_count":18,"feature_sha256":"92ad333698d324f16d2ae1907f9cc34ca4a3837f7a2dcc4b65b1b3551ca75a0e","formula_version":"titan-u-contract-v1","latency_ms":27.285040999998955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329066138642944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9471","prompt_sha256":"9a9125e1311e59bc0d9950d4a1095c69ac1c7340837f334dce23bb3333b014d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"32c32f644c4e18685c8097e3d84241d0992d155f7699f2ff763b4cbfc7061768","formula_version":"titan-u-contract-v1","latency_ms":25.46375000000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9452","prompt_sha256":"47f37e40597e5be4eb144980e8aaf30136dc6677dd981b0216b2e415d6348ba8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064605006710235},"components":{"alpha":1.0,"bonus":1.064605006710235,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064605006710235,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4852,"eligible_count":122,"excluded_count":18,"feature_sha256":"419a2382f347f730d1971462ab8d4059588b1d722a89fc9184764cc2235025f1","formula_version":"titan-u-contract-v1","latency_ms":25.35566699999947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9264","prompt_sha256":"08ba64b083fad5616ebb63e8f6117fd5c80972031ba75bb3b3a41e7c9c27abce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670072633304784},"components":{"alpha":1.0,"bonus":1.0670072633304784,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670072633304784,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5251,"eligible_count":122,"excluded_count":18,"feature_sha256":"5020600c9fcf43ac3c600d65026bec31a6b4d6c5d46e5a09ff3936b35e385ef3","formula_version":"titan-u-contract-v1","latency_ms":26.959416000000402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033673929997145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9138","prompt_sha256":"b835a15cae39f4fa27d8966740139134eb58fd2e397aaa37dfcede3b6f1ff363","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"679bc9f76a6b83bb260b1e039e5ebbfb42968db18e5e756e0a8e443cbf2f4f6e","formula_version":"titan-u-contract-v1","latency_ms":24.956624999999732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9260","prompt_sha256":"370dcc9c22569b2b93783e6758879883da1c5e9c4ed628dd4fbbcca502a436d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647753907808446},"components":{"alpha":1.0,"bonus":1.0647753907808446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647753907808446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c2230d7b597c21e66afe349de1ec512515d9d3939f43b089aae70b5aa224503","formula_version":"titan-u-contract-v1","latency_ms":24.111874999999117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314420574475112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9362","prompt_sha256":"3983b550ba8b84230576aca26da851e3c46f53312570bb69388c57c909956fe3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766041},"components":{"alpha":1.0,"bonus":1.0642523233766041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"d20d909ec79a2cf64b7eedce29b918c471aa3401f948d2a3746f0de7b12af7be","formula_version":"titan-u-contract-v1","latency_ms":23.60612500000059,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9426","prompt_sha256":"2eb48403fd4add713aa148fc09ae6c529e502f614deed8414983dd151cb65a62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066260114987192},"components":{"alpha":1.0,"bonus":1.066260114987192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066260114987192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5146,"eligible_count":122,"excluded_count":18,"feature_sha256":"036d9f5252be335065ea90ffea134513c256f6032446e1698d011572add7d32e","formula_version":"titan-u-contract-v1","latency_ms":24.12900000000029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329267816538585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9456","prompt_sha256":"26f3d7907ac8ce1a1ec5e6c9bfc09b5e35ebcf14c40794b6458fc499e1bca715","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655635282856204},"components":{"alpha":1.0,"bonus":1.0655635282856204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655635282856204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"41651f17e9238dd3f66de538a3395bfa6b1abe3a8495db109ba8b3582b1b8783","formula_version":"titan-u-contract-v1","latency_ms":23.921874999999204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032230194952287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9283","prompt_sha256":"922830d2cb3f81e598cffff979f01f6022fe0b45d427d880f4d23babd0e673f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655221871223517},"components":{"alpha":1.0,"bonus":1.0655221871223517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655221871223517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5034,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f17c4e08ee21139948b53ba7425cd252111612640cde004088fd6693aefd334","formula_version":"titan-u-contract-v1","latency_ms":27.664291000000674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321888537890183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9257","prompt_sha256":"1db441ef522ad0f3799c081d2a6ba871ba174f76df7087d8fc9f52713cda2b93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660289043923716},"components":{"alpha":1.0,"bonus":1.0660289043923716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660289043923716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5111,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6b887ee6d775393e4a025829fb26946942d5253a43fe99631bdbbe7670856cc","formula_version":"titan-u-contract-v1","latency_ms":28.87154200000097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326955710590382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9285","prompt_sha256":"9239d4b3685ffe33fbcb27f6b3e5873e2884334edd6db9a6207fdf933b0c2f86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"13a6fe772ef5b78af2ebca01ba07e857171615734ff95a6f68af008fb40ecc39","formula_version":"titan-u-contract-v1","latency_ms":32.24437499999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9475","prompt_sha256":"68657e85ee41dfd9aa7da3dd8c3d4e5982304229e8018f1dc7d63327c5ce36ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647851345752812},"components":{"alpha":1.0,"bonus":1.0647851345752812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647851345752812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4892,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc047cf93bda59a6802f75f116ce2cbf75bad3d4bb4da48d1e00a51e820861ba","formula_version":"titan-u-contract-v1","latency_ms":23.210542000001055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314518012419478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9149","prompt_sha256":"a10f79fc78830c6edd8bb67beb19a72832ecc01ac80d299958c67def5c873ace","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661466978094525},"components":{"alpha":1.0,"bonus":1.0661466978094525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661466978094525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5134,"eligible_count":122,"excluded_count":18,"feature_sha256":"23870dc5d98b2ff166e6f9ec7e8edeeaef534bea93a0e5d3cf9b1ec01083b9bc","formula_version":"titan-u-contract-v1","latency_ms":26.30829099999943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032813364476119,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9136","prompt_sha256":"a011df423653fadf381e7c00e28d160d80d95ce25713afc8a4842728e5c6a1bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187738},"components":{"alpha":1.0,"bonus":1.0640219100187738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"57f60e6fb5fe7b752f69f166a04dba05fc73955038ab7adeb1548fdd01855993","formula_version":"titan-u-contract-v1","latency_ms":26.71641699999938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9212","prompt_sha256":"fea56c51277aff6db532e0c11b1f66e9b56ed8d4dc1f4ba52a942728b052fe55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712116715721969},"components":{"alpha":1.0,"bonus":1.0712116715721969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712116715721969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5713,"eligible_count":122,"excluded_count":18,"feature_sha256":"feab76f23e22d068182dbd6d78c4ec973354a21ef5f5392f31319941e4858608","formula_version":"titan-u-contract-v1","latency_ms":25.81004099999973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378783382388634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9415","prompt_sha256":"c0e535554792048fa804fc1464f1e8a27e5ff44abc43ce83d58c78525cecac63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"96611b8d1915b4b7eb8cb64cde1b0782a278f47e491a64c8aca72f32b178ddd8","formula_version":"titan-u-contract-v1","latency_ms":24.140208000000385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9430","prompt_sha256":"3467bc9e32f63833f61109d400d753819b671f6f4f9b118b0efaac21e189122a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646984938528374},"components":{"alpha":1.0,"bonus":1.0646984938528374,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646984938528374,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecc4e6a581e9f8cd904ab34ebcc0bdd3d9d0a5d54b48142d6d955001757136c4","formula_version":"titan-u-contract-v1","latency_ms":26.97258299999916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031365160519504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9394","prompt_sha256":"04fd626e36fcfbae7571cd9ec7c9eed8b49798dc7bccbddc03636cf672e399cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708375226896},"components":{"alpha":1.0,"bonus":1.0708375226896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708375226896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5675,"eligible_count":122,"excluded_count":18,"feature_sha256":"53fba773223668149208493b8a635eaec1cbb8b7e61cdaa80eeeb4ec037b6145","formula_version":"titan-u-contract-v1","latency_ms":30.84750000000014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375041893562666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9325","prompt_sha256":"2f508465ef691a0e7b3da4df9b1ef1c851a202f600b5596a7513d5ee11386934","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672974193026048},"components":{"alpha":1.0,"bonus":1.0672974193026048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672974193026048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5295,"eligible_count":122,"excluded_count":18,"feature_sha256":"aec2eeb13b283263c33d7edf6882ad2f3d359e01ec08c1c872da7b01b45dbc32","formula_version":"titan-u-contract-v1","latency_ms":27.376832999999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339640859692714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9125","prompt_sha256":"94d49412f478c73b01ee8ea991f1dfb47394ef58c16c42f5916ac5acb2b6977c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655339623869338},"components":{"alpha":1.0,"bonus":1.0655339623869338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655339623869338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5029,"eligible_count":122,"excluded_count":18,"feature_sha256":"1efe048634b6250b0743418fd294238ac75dc873d1077920c56a9f54d8d9c610","formula_version":"titan-u-contract-v1","latency_ms":27.562208000000865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322006290536003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9114","prompt_sha256":"02d0ac3e8191df6baf82acde473e4c84f56ceb35dca1882abc0cca9dbc4c98b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187742},"components":{"alpha":1.0,"bonus":1.0640219100187742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"00954bffb935486a8bd66c75e75f3a4521c81d9f8d0020cd88f2dbeeecdd9669","formula_version":"titan-u-contract-v1","latency_ms":25.40941699999877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9236","prompt_sha256":"5cead5f4dd7ac50fb754639e5efbff45ab5822d55ed44c34acfc1f2ba6054e3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328994},"components":{"alpha":1.0,"bonus":1.0642126821328994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a3b445a48c7b291405d0e22143d5ea208fe308c8f91e14a5d3026840e8b04f8","formula_version":"titan-u-contract-v1","latency_ms":29.884082999998896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030879348799566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9437","prompt_sha256":"e04d233a83d0a9437549bd4b4636d816076c90ab49a1ac4f8aab2739b3acdbad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560632},"components":{"alpha":1.0,"bonus":1.0646607477560632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"3745392046e1e581870de672f829db64dadbefae2edbd4a1905916dd268f9966","formula_version":"titan-u-contract-v1","latency_ms":27.572750000000923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313274144227298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9315","prompt_sha256":"8ee73d6a30b118a163603ce3cdcad731a45590536a108eddc56a204efd5aa82f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654521487378021},"components":{"alpha":1.0,"bonus":1.0654521487378021,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654521487378021,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5017,"eligible_count":122,"excluded_count":18,"feature_sha256":"366340d7c09d959a6b6bec3f236f7764fd5d74897060199d5f2aef69260075e0","formula_version":"titan-u-contract-v1","latency_ms":25.772249999999275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321188154044687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9200","prompt_sha256":"36589816c188f26c6aca8b023e248498ee3ceb01040f7c6744ec532a22c911bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646281040814205},"components":{"alpha":1.0,"bonus":1.0646281040814205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646281040814205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c5d3d8f58e7484f9e96030514fc41f02e2ccf5ba110b3d4c29dafb0a4077355","formula_version":"titan-u-contract-v1","latency_ms":27.746666999998837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031294770748087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9376","prompt_sha256":"ebf6198b1a8b18bdb9b89ecdc6d6e5d2ece9541322968f573120754347a64db9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447355},"components":{"alpha":1.0,"bonus":1.0649246195447355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"24803b9d3475b8d97475fccfa6f5155ee460666aeab415f7d5c18702785082a2","formula_version":"titan-u-contract-v1","latency_ms":23.538915999999688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031591286211402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9086","prompt_sha256":"0e2a0ca45ce2c9c7561a1e307b7247e006ca41a92f6a685dc6afa0a9744ccc48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662064799148896},"components":{"alpha":1.0,"bonus":1.0662064799148896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662064799148896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5139,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1731643d5d2565789989c1f0a12b72869bdf866552c70b55c1e7307d334be6c","formula_version":"titan-u-contract-v1","latency_ms":24.112167000000184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328731465815562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9414","prompt_sha256":"20fffbdd00f840f1c24968a2e88fb90172254d867b0cf5c316b47be7f12ece3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648791598111027},"components":{"alpha":1.0,"bonus":1.0648791598111027,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648791598111027,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"141de84b1a193f3ca79e665f2f5f32462120e7ccfc1d30b8a2706872cb6f7bd3","formula_version":"titan-u-contract-v1","latency_ms":21.895291999999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315458264777693,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9110","prompt_sha256":"f6772d7f748dfd0efb19a2a4c34793ed1c8f6bd3f265bfa8ab3653b51454659f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649913291900548},"components":{"alpha":1.0,"bonus":1.0649913291900548,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649913291900548,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4930,"eligible_count":122,"excluded_count":18,"feature_sha256":"69f84544ea7a8f8e4f577ad5954d9e7aeec259c6161ae8d1c94524dce4ea5b66","formula_version":"titan-u-contract-v1","latency_ms":22.848666999999878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316579958567214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9075","prompt_sha256":"7c89a6239280f2cd9639ba84426a9e66d8ddb127175ddada8cfede30fc92925d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644311274103175},"components":{"alpha":1.0,"bonus":1.0644311274103175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644311274103175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd6464c8d3132a0f447e2cbc7a4c95dcd19d9cf51c8bee12da12f40f557b54b3","formula_version":"titan-u-contract-v1","latency_ms":27.827207999999715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031097794076984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9222","prompt_sha256":"ded08d0eb83c0ef9c99d7a23080578dfa1aa19519d76bc72da064ce75044ea5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064618843178157},"components":{"alpha":1.0,"bonus":1.064618843178157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064618843178157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4857,"eligible_count":122,"excluded_count":18,"feature_sha256":"eff29e0aa43ac052a09d37b1d779831ef7a60b564613bedbcf13d12a980ceab5","formula_version":"titan-u-contract-v1","latency_ms":22.994624999999047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312855098448235,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9404","prompt_sha256":"af645a003064e630b8de05a8edefdb4b158443baa30b7c87fd94068d2988cbd9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664445748607847},"components":{"alpha":1.0,"bonus":1.0664445748607847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664445748607847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5173,"eligible_count":122,"excluded_count":18,"feature_sha256":"f84132eca6a598c063d0fe7fab43d8a439a9b7b8ac229a97f4c9fb4e8d08ca0b","formula_version":"titan-u-contract-v1","latency_ms":31.473916999999574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331112415274513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9195","prompt_sha256":"80f4732c87aa6df21d70565d3fb2aea81e2a7a7c33a0565054c253640f4de727","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710395395654169},"components":{"alpha":1.0,"bonus":1.0710395395654169,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710395395654169,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5694,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7ae9f1dd6f098316ea1f70a0f36b06947bdc27219b5428563580ae4455d568c","formula_version":"titan-u-contract-v1","latency_ms":30.549083000000365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377062062320834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9289","prompt_sha256":"00519530fc6fc46e6953501e3bfffdcac77552467f35237cbdd0280ac0243897","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067166315675537},"components":{"alpha":1.0,"bonus":1.067166315675537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067166315675537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5272,"eligible_count":122,"excluded_count":18,"feature_sha256":"e870961dfc76d402c8f0333aa1c32dc3367c09584aaf9aa71799e96cca21836c","formula_version":"titan-u-contract-v1","latency_ms":28.37704199999891,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338329823422037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9330","prompt_sha256":"f613ba5d09dc8312c07fea9beab0c48119829a3757bdaa657d4764684ad577ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708164087508185},"components":{"alpha":1.0,"bonus":1.0708164087508185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708164087508185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5678,"eligible_count":122,"excluded_count":18,"feature_sha256":"23fe50b0c789d84daff4d2c53edba4c5b01593992d84b8fa0e832a062699ce9e","formula_version":"titan-u-contract-v1","latency_ms":33.55245799999906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037483075417485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9380","prompt_sha256":"e3536b3e471fd795a81c840612586ab9c039c966b77f1f00b1fcc0ffb755d845","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651445947910076},"components":{"alpha":1.0,"bonus":1.0651445947910076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651445947910076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7066af8d4804ab13dda3a58ad44cb4c94c03f0c67d8be308ca11cefcb4349c2","formula_version":"titan-u-contract-v1","latency_ms":29.425999999999064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318112614576742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6114","prompt_sha256":"63e802a9fdd51276e1b3fb5cfd6fee3fcaa38f453406c1b3b90ae93aba8ad99f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677769108058106},"components":{"alpha":1.0,"bonus":1.0677769108058106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677769108058106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5357,"eligible_count":122,"excluded_count":18,"feature_sha256":"9aca07d4f0870922ef51e31c4d6948c61d0c8bfb748c1c56ebc153186628f55f","formula_version":"titan-u-contract-v1","latency_ms":24.70699999999937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344435774724772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6056","prompt_sha256":"612b1499941076864ec6a1e9df19a2cadcba9193d661a15c636ede724cb00de2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680264509833077},"components":{"alpha":1.0,"bonus":1.0680264509833077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680264509833077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5379,"eligible_count":122,"excluded_count":18,"feature_sha256":"59e9a29f6b8d5c83bd55289d2b5dcc80673bb9abc23fcba40666964f10792ffe","formula_version":"titan-u-contract-v1","latency_ms":25.371166999999417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346931176499743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6325","prompt_sha256":"21ad560519744258fec7baa20b2a8ceb1c73354cd68ca4a5148edcfc2910adab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667131760693687},"components":{"alpha":1.0,"bonus":1.0667131760693687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667131760693687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5211,"eligible_count":122,"excluded_count":18,"feature_sha256":"568f4b742e0b72022dcf5c620e1550f363a89120ae74ac94c7b8aee8ac63daeb","formula_version":"titan-u-contract-v1","latency_ms":25.83937500000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333798427360352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5661","prompt_sha256":"5b8287278472e03844fd021e5ecdee16242afb75206cde67559b0a0a551ad27a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670147645709969},"components":{"alpha":1.0,"bonus":1.0670147645709969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670147645709969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5249,"eligible_count":122,"excluded_count":18,"feature_sha256":"38ef8698c9b6a5bba9957bba2e2e6159bf14fcd72467639988d05a2568528f42","formula_version":"titan-u-contract-v1","latency_ms":23.21508300000019,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336814312376634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6135","prompt_sha256":"2866dc1bc435dd1cca60bb39a4d68e72febea69949926b100e301c9fab28230d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447355},"components":{"alpha":1.0,"bonus":1.0649246195447355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"dccc0d6072bf50fe96245232213ea17221ace92b7859d63d0b5aa438423b45d8","formula_version":"titan-u-contract-v1","latency_ms":23.969958000000346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031591286211402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5907","prompt_sha256":"f0d2f4b97d85d1cc7f1303e298ac0b964725ee16a28a06fd5c41159d9ad68eaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702572120756766},"components":{"alpha":1.0,"bonus":1.0702572120756766,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702572120756766,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5619,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2a5a7900f47b32927e9ca2532c61aed0bdb6ff86f08dd4e1fdace8caf790166","formula_version":"titan-u-contract-v1","latency_ms":25.513290999999327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369238787423432,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5769","prompt_sha256":"ae35e5af435c37aa2cef8da45a25481d907e14bd85ebb5e676e9e712f86e5ab7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664932643071403},"components":{"alpha":1.0,"bonus":1.0664932643071403,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664932643071403,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5180,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bc6d8d85fea92de3cc28f22454b12e9e8229930a68a036dfa76e71386139259","formula_version":"titan-u-contract-v1","latency_ms":25.06829200000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331599309738069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6251","prompt_sha256":"c0578dfa864d4de34dfaab5d8e41347a2cdea2f791d67385129da936d472a6b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666058938579421},"components":{"alpha":1.0,"bonus":1.0666058938579421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666058938579421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5198,"eligible_count":122,"excluded_count":18,"feature_sha256":"913734c6c10a05016a0ebfdc2a2b462bee0b6926648ff105c9fc215c542f4122","formula_version":"titan-u-contract-v1","latency_ms":24.639374999999575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332725605246087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5949","prompt_sha256":"48aef685dd9c5051b8c388c81237287db9decd1845dbc601f454ea74b3cb1e44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666058938579421},"components":{"alpha":1.0,"bonus":1.0666058938579421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666058938579421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5198,"eligible_count":122,"excluded_count":18,"feature_sha256":"25128b249129b9ebebe194fff7576822e01139d6e1262bf54abf50eb28f6bac7","formula_version":"titan-u-contract-v1","latency_ms":25.302625000000134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332725605246087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6353","prompt_sha256":"8bb03a854faec8f79cc06d2551b29f9d7f0c510dfb45a0fde9ad23af2f92f7d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647559909728144},"components":{"alpha":1.0,"bonus":1.0647559909728144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647559909728144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4886,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc7e985270f2a6369b65981e32f320d55cf6b61effc60cf77036482a4d2c413a","formula_version":"titan-u-contract-v1","latency_ms":23.462458999999214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031422657639481,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5965","prompt_sha256":"49c2803516bd11967389598ac4b76d39d07fa7c50e2163279069e0e6d255d9d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669698661689093},"components":{"alpha":1.0,"bonus":1.0669698661689093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669698661689093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5245,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bcacd1db921c5b4de1c1f872fae4ee1a16771ba490ef2a97251ff9ea223b8db","formula_version":"titan-u-contract-v1","latency_ms":24.19562500000083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336365328355759,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5931","prompt_sha256":"ede9e626f57dd8bea98ccff140846ec4dd7066cc79121371a5040ae0d9682fb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728316649176608},"components":{"alpha":1.0,"bonus":1.0728316649176608,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728316649176608,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5855,"eligible_count":122,"excluded_count":18,"feature_sha256":"304a282049541f6b265bf1fd1f2f1c75620fcb2432bcaa4dfd8efd04c07259a4","formula_version":"titan-u-contract-v1","latency_ms":25.7305419999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394983315843274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6122","prompt_sha256":"a08b400acaa74eb89825b2b4673924d70fe075ef00af2a7e11babdb421274493","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069258285565279},"components":{"alpha":1.0,"bonus":1.069258285565279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069258285565279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5516,"eligible_count":122,"excluded_count":18,"feature_sha256":"f752f65f45a2628c68b0d4c9876f30666f47ef10d5445ad5b93e421df6aa55c7","formula_version":"titan-u-contract-v1","latency_ms":23.796209000000346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359249522319456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5888","prompt_sha256":"6afabf2950200fd5abf5dbf2755a0aa4321b4b3f802d8cae061446e8964b839e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726314058484867},"components":{"alpha":1.0,"bonus":1.0726314058484867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726314058484867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5836,"eligible_count":122,"excluded_count":18,"feature_sha256":"705e254020718b84f6cdeb652ea9ca6d6f09290adbac21defbf59db528a4c441","formula_version":"titan-u-contract-v1","latency_ms":27.29558300000079,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392980725151533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5765","prompt_sha256":"d6d2f1c5d6db53a611791f07ff39b3abfb19100afbc4c5fe93c0692a54ffc0b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070085514252249},"components":{"alpha":1.0,"bonus":1.070085514252249,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070085514252249,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5602,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3d36f7a1361e77101dec267bb108a701e1de7f62034b30ca6a50e72a99302c9","formula_version":"titan-u-contract-v1","latency_ms":27.133334000000175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367521809189155,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5951","prompt_sha256":"c5e16d1cce301b017795216c0a89f69d5dd9caac411bd0b2c6c7d886ced1df6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066287107355472},"components":{"alpha":1.0,"bonus":1.066287107355472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066287107355472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5150,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f802f15b1e801ab5f334442827c0e310b8cacf2486201a993485e428989725f","formula_version":"titan-u-contract-v1","latency_ms":24.10999999999852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329537740221386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6224","prompt_sha256":"bb982b4fe3d4fd030ac7a7f6887ef282585bef6c792ca485746e7374b0dc692a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702775486994016},"components":{"alpha":1.0,"bonus":1.0702775486994016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702775486994016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5632,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c835bad546aa4f84ebd4b087fb6138a773722687a2634dacd0c1a1f0041a6c0","formula_version":"titan-u-contract-v1","latency_ms":23.907333000000364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369442153660682,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10864","prompt_sha256":"4f86a040550a85d03927da4cbb76b469a61f8ece4bf359563a61b398f9345cc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682738742066569},"components":{"alpha":1.0,"bonus":1.0682738742066569,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682738742066569,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5444,"eligible_count":122,"excluded_count":18,"feature_sha256":"811c6b32f812469e5fc1a9a08d69c0eac0b08c475c40db4463f52eb86629632f","formula_version":"titan-u-contract-v1","latency_ms":23.80208299999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349405408733234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10179","prompt_sha256":"337bdc4a77d94ad29971a4d2259dd60b55eb43f1a083b1a9c6478871156b7583","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065539860968373},"components":{"alpha":1.0,"bonus":1.065539860968373,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065539860968373,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bc6bea71a74539c7383d1cf18b7668467d07cc2f61a3a04c27cd24cffa60e4c","formula_version":"titan-u-contract-v1","latency_ms":26.161500000000615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322065276350396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10428","prompt_sha256":"f2897da0ae4c42b7ef22f6e36a632e79ffb331f768a7d78b8a4ffdf4512ea06c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771270236142068},"components":{"alpha":1.0,"bonus":1.0771270236142068,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771270236142068,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6185,"eligible_count":122,"excluded_count":18,"feature_sha256":"96ef0031c5d3b2ef81c40e46ab15508508d201af6fbf8acfd80c3857130064d7","formula_version":"titan-u-contract-v1","latency_ms":29.060749999999302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437936902808733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10195","prompt_sha256":"848becdb24b48a3031f2c303d28a6a0e20165f729d4b751630eb53128c8374fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656836164230452},"components":{"alpha":1.0,"bonus":1.0656836164230452,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656836164230452,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5056,"eligible_count":122,"excluded_count":18,"feature_sha256":"57832acebc5700754a355bf2895dc207bf1c058595b96dcbbd6b28d15f754d19","formula_version":"titan-u-contract-v1","latency_ms":28.323792000000125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323502830897118,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10298","prompt_sha256":"1e2fbeee86ac495439f8f4695820c256819bf5b530611a7ac60899ceee6f9c5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415787},"components":{"alpha":1.0,"bonus":1.0639591304415787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"b81766820e3420d82181208fe969813a506d27a6a63c4bfdfe171bf53c376796","formula_version":"titan-u-contract-v1","latency_ms":29.72170800000029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306257971082453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10125","prompt_sha256":"41a522b34153ff781167772e818f2f64ce164966a9d454a32acfc8e0ce595dc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646748476647692},"components":{"alpha":1.0,"bonus":1.0646748476647692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646748476647692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b3656e63b7824c18478097f1ec4d129bccf1c19b7debb207e6d5d2a4002203b","formula_version":"titan-u-contract-v1","latency_ms":25.858334000000482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313415143314357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10473","prompt_sha256":"a47a288d00a17d767f8335acc5c9b62d0a9b2ce7b385f684f7c9015b764fd640","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063882369114415},"components":{"alpha":1.0,"bonus":1.063882369114415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063882369114415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"823612a31a016108185149873f663da7a757d5f995ac0915ae98265c682859b8","formula_version":"titan-u-contract-v1","latency_ms":30.960459000000995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10395","prompt_sha256":"9fce48e8a97894c586bb9878bf40cea4246ef8f1d9821dbafb55b1775b10f842","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460275},"components":{"alpha":1.0,"bonus":1.0644139232460275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6946bdd18d4775cf912a816f7a68784ceb2755a0bcfd0d5f49747fa6431e705","formula_version":"titan-u-contract-v1","latency_ms":24.03387500000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031080589912694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10537","prompt_sha256":"e0c2106a25102bc2c2bb94fac0a09ded8e5e9f7520c05a3701545216472ec6ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064256327794202},"components":{"alpha":1.0,"bonus":1.064256327794202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064256327794202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f6947a7e5a7524f2f7b912363af4eaf471a01cc67e42d1fd553fc8d317da675","formula_version":"titan-u-contract-v1","latency_ms":26.05166600000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10701","prompt_sha256":"fe86f1d6fa84b1058d2bb9b5e084780f624fa769fb5b27edba7d815f01692e7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713423},"components":{"alpha":1.0,"bonus":1.0642205517713423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e21b657f020219712737fd3941f3b5a53d7f7a4995888f70a50a540c00c177e","formula_version":"titan-u-contract-v1","latency_ms":26.518375000000205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030887218438009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10076","prompt_sha256":"b96f3e3d6b463be03a329b4db07427296f64ceed79f8415fa661056e3217436c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155877},"components":{"alpha":1.0,"bonus":1.0642284507155877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"22dd83cae47f66966e1af854f9f145eec3c505e9c1d66a34b76fc7c442f51924","formula_version":"titan-u-contract-v1","latency_ms":25.19775000000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10309","prompt_sha256":"53c694f4d99ebff2c49a81e80179d5c589cce704e22324c02214a6ca647e5c80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065091050245236},"components":{"alpha":1.0,"bonus":1.065091050245236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065091050245236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4953,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ccadb8756347e798f1e47948d81356e44f35cf7ad6eb7a8c1904c5604b3d27a","formula_version":"titan-u-contract-v1","latency_ms":27.2379590000007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317577169119025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10074","prompt_sha256":"e294bceb8fc52bf5d9f478a59de0b8be0742b711d0d787626a66c8b1cf4c2b4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691177181734945},"components":{"alpha":1.0,"bonus":1.0691177181734945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691177181734945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5506,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d660be5f0adfe07acc4250f1f8a2681e734e9cec07d2f37b82d8912385e9fd6","formula_version":"titan-u-contract-v1","latency_ms":28.295083000001497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035784384840161,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10897","prompt_sha256":"2853071b918a890490ed2d9d677da138182e18fc4e01e16dd8e6a995dd6b95c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651770722807077},"components":{"alpha":1.0,"bonus":1.0651770722807077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651770722807077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa7643d4ee2f16c8ceb7dd7a0717e9c0f2b65fc5ee669c15e1bde86fe1d6c394","formula_version":"titan-u-contract-v1","latency_ms":23.77783300000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318437389473742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10292","prompt_sha256":"6429352a677be4612f383e0a5c200b67ff8db3365b3e724f8331f68a5517efd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064358818872893},"components":{"alpha":1.0,"bonus":1.064358818872893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064358818872893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4798,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7a81f1515a984f0ce43bcfd30725479e208a7737a51a794ea3d1cde1cbdb99e","formula_version":"titan-u-contract-v1","latency_ms":24.535624999998618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310254855395595,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10347","prompt_sha256":"f82cc6d2e3e08026a171061bef98cd88b6ea9873b1df419890eeadb9c9c424e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645593608683828},"components":{"alpha":1.0,"bonus":1.0645593608683828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645593608683828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4844,"eligible_count":122,"excluded_count":18,"feature_sha256":"e16891ac1670101cca723693b8cbaebdcf7025d0a72927c3e5d2310b635b5771","formula_version":"titan-u-contract-v1","latency_ms":24.25008300000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312260275350493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10560","prompt_sha256":"bf04f740acea992a943fc45c35dee419cd08dc558c9d0f47ec4d5b238ba7a50a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065160800654061},"components":{"alpha":1.0,"bonus":1.065160800654061,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065160800654061,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4970,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5880070d625ac683f928419e1ed87476e6d3a6a2fde955f89aec8624fec728c","formula_version":"titan-u-contract-v1","latency_ms":23.39824999999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318274673207275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10372","prompt_sha256":"cd30d84f318e3faeac777ddb36ff3a3612a5e059a220bd4bc70dff13e63d08cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698861833449855},"components":{"alpha":1.0,"bonus":1.0698861833449855,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698861833449855,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5582,"eligible_count":122,"excluded_count":18,"feature_sha256":"8649ead2810f0de3af300b59e66c6a895a6c7049e1d4c5990f54cd4372bddf53","formula_version":"titan-u-contract-v1","latency_ms":23.82608300000122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036552850011652,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10103","prompt_sha256":"60f001d6150247d7cd0b2e1d8d0b67c8722640630214e586b513b0c9787c256b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066260114987192},"components":{"alpha":1.0,"bonus":1.066260114987192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066260114987192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5159,"eligible_count":122,"excluded_count":18,"feature_sha256":"0524e92f8a52da147f35d94e12e63ac2f816f4c1230f89f8e8d11d8197307f8c","formula_version":"titan-u-contract-v1","latency_ms":23.866375000000772,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329267816538585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10542","prompt_sha256":"222dfea80a8ba2aa92aee4472745cd943de83692eb5cc38dc6567caf8efbcfd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650487408154141},"components":{"alpha":1.0,"bonus":1.0650487408154141,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650487408154141,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4938,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d0c3252577d66aef99a1a4d7b65a25e75561f02dc165d8ec801cabd24b80194","formula_version":"titan-u-contract-v1","latency_ms":23.38291699999928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317154074820807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10237","prompt_sha256":"efae00f6e26ffaec105e610697d4429815f3647824f2c45da540e92d7c41136e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649861538125742},"components":{"alpha":1.0,"bonus":1.0649861538125742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649861538125742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4932,"eligible_count":122,"excluded_count":18,"feature_sha256":"893a15f5bb6f4ea38760e958c4b76fcffccf6ad64bce147ed145ec8f7328ab36","formula_version":"titan-u-contract-v1","latency_ms":24.60162499999896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316528204792408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10342","prompt_sha256":"6926589dfd5b92d0592ab9c07880ae7f58552900f18dd31693da9fde63d722cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"d759a166fbcbbe68632c922fc38a57d6d8482400c09f238899179a8356432751","formula_version":"titan-u-contract-v1","latency_ms":23.74104199999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10199","prompt_sha256":"e4fb8dace6949f0c1782fc778ba1cabbb9579c7a5e8629c759d01b52e46f6401","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250375},"components":{"alpha":1.0,"bonus":1.0642009326250375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"c154545ee165ac80664ad7cde615e1072d0e1876994999a60d308345af23c5cb","formula_version":"titan-u-contract-v1","latency_ms":23.641500000000093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030867599291704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10823","prompt_sha256":"ce59bd0b6f6e7365da673efb780cd0a68b95425edd70c09824885bccf6751a79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644834428021885},"components":{"alpha":1.0,"bonus":1.0644834428021885,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644834428021885,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4826,"eligible_count":122,"excluded_count":18,"feature_sha256":"56c35a5a9709155c9c2b1152dcd45903c578bdc2ea156b4b554b99a7e210c31d","formula_version":"titan-u-contract-v1","latency_ms":22.910541999999978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031150109468855,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10431","prompt_sha256":"2ece324f9725d9e4c1b9c12817b6a1c9e0bd08512c8c130a9d59a0454d64cdf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"89a3a2a3854b1d4e3da71384a9c90e3cfd630fc5cda1fd754b3396972c988767","formula_version":"titan-u-contract-v1","latency_ms":23.190417000000352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10818","prompt_sha256":"f8d4107871ab84f3659efb337117a4a9cc84ddd37d2a1631db6390daa4f90a37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e03b6dea392846deb42b7e86a9c91f41bd2a8a4758f89061d66b8cf404f1c74","formula_version":"titan-u-contract-v1","latency_ms":23.48512500000055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10886","prompt_sha256":"36ff09d2909d8ca5fc1adc6c83c0939edac4fb66261ef507024329213f49f925","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651392074513077},"components":{"alpha":1.0,"bonus":1.0651392074513077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651392074513077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4961,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4962bcbc5990337b10f253513142acb59dd0eb39099ade6771ba1b6f6f1437d","formula_version":"titan-u-contract-v1","latency_ms":24.307583000000577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318058741179743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10432","prompt_sha256":"1e25d5881ffd474e28986537ec91225bcf7e8e2d97b09d62470268757df6626b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647559909728146},"components":{"alpha":1.0,"bonus":1.0647559909728146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647559909728146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4887,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6652adf6bea83d909cb5bb54e4b8930a879288a87d63349ba0b5eb0994e8b1c","formula_version":"titan-u-contract-v1","latency_ms":25.458791000000147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314226576394812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5093","prompt_sha256":"8078edcacdc735dd81646be70fe02d0d4ba8e64cd73a899ab40ef9b9feb091e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645278442812098},"components":{"alpha":1.0,"bonus":1.0645278442812098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645278442812098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4837,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2c8da4f56d27ebe2c8e1ba69b4d9cd290bba1901055c92ac6b849ba67c5b94a","formula_version":"titan-u-contract-v1","latency_ms":25.152375000001115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311945109478764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5214","prompt_sha256":"c96d137354ed2b7e7844a6c23801bf87e7a4f1b06817fdaa77844374e42f5747","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065787986069462},"components":{"alpha":1.0,"bonus":1.065787986069462,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065787986069462,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5075,"eligible_count":122,"excluded_count":18,"feature_sha256":"38ecfb2e39774fec6871acaf0f5878a2637f0f98ca4de4e1b737bed0c8249583","formula_version":"titan-u-contract-v1","latency_ms":28.7952090000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324546527361285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5453","prompt_sha256":"bf321380d29f07dad0abaf2e8195dd610a31ced597caf7ecfcb1791c974e9879","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723984545459304},"components":{"alpha":1.0,"bonus":1.0723984545459304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723984545459304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5818,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a08e8d4c0a67b8bec7e5c8fa9e17df95698ed8eb7eb6c512a194ae21836811e","formula_version":"titan-u-contract-v1","latency_ms":25.44166600000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039065121212597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4923","prompt_sha256":"4aa2a874657e2892a0a2c4f9ac56385aaca53db199c564a2298f4b52402593c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065913472684345},"components":{"alpha":1.0,"bonus":1.065913472684345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065913472684345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5094,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6f4d9ffb824a6deaa92c71c10181bdb1224a0b4fb9390c86a46ed7a41bd1eba","formula_version":"titan-u-contract-v1","latency_ms":24.561957999999606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325801393510117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5064","prompt_sha256":"ab50bff13421f8c7a2e1c2b6000eefcc178ea2eb266db4bdf53016a6634d6d72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671433976977978},"components":{"alpha":1.0,"bonus":1.0671433976977978,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671433976977978,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5269,"eligible_count":122,"excluded_count":18,"feature_sha256":"8580a3939be5c4fb3b7cf9199e23fd8e6c8d554e3d9d74edc43f8d6a1d38546c","formula_version":"titan-u-contract-v1","latency_ms":24.18854200000098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338100643644643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5261","prompt_sha256":"93cb609385e47ce5ff47e22d89d3a3395cbbc6565a810465c7608cf7b14517f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785363671719648},"components":{"alpha":1.0,"bonus":1.0785363671719648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785363671719648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6278,"eligible_count":122,"excluded_count":18,"feature_sha256":"488817d6ca4ae48a8eeffc490289bc349df47d0282cafa3e3aa05435c658e15e","formula_version":"titan-u-contract-v1","latency_ms":25.97199999999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0452030338386313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5514","prompt_sha256":"70ac81c3438ee86e3d90dbd7900d63f04f88f5749e1de74b286d2b27a8705680","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744440750046045},"components":{"alpha":1.0,"bonus":1.0744440750046045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744440750046045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5988,"eligible_count":122,"excluded_count":18,"feature_sha256":"e38070702c340502cc72705e0548de7b861a7d9e6c97f1a170a1ecda8e40d9ed","formula_version":"titan-u-contract-v1","latency_ms":24.40170900000105,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041110741671271,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5182","prompt_sha256":"8cee57e18341c563525245063e27666eceff435ca7a7570d35719020f31516ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649706715445266},"components":{"alpha":1.0,"bonus":1.0649706715445266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649706715445266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"fcc7530214fb4ef2f11fcf97b1539328eab9db9c98a71b90b5aa337357548ace","formula_version":"titan-u-contract-v1","latency_ms":23.840583000000137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316373382111932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5203","prompt_sha256":"605a3e5b2cd940d68830a375768b9dc1aea6c32321b6a05c875a7a17ad947774","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661137405607808},"components":{"alpha":1.0,"bonus":1.0661137405607808,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661137405607808,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5124,"eligible_count":122,"excluded_count":18,"feature_sha256":"08bc9d678aa731801d109d6e3ed5a50a83baf6204e9998fa32a9dd7eab43a522","formula_version":"titan-u-contract-v1","latency_ms":24.28529200000007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327804072274474,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5224","prompt_sha256":"3c71fc0b0d5617725e77030768211230624ecd1935e72d73dc17b416064f9714","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692677145189131},"components":{"alpha":1.0,"bonus":1.0692677145189131,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692677145189131,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5518,"eligible_count":122,"excluded_count":18,"feature_sha256":"beb0a1ce3b0023328a072f8e52a680439b7041590383b35f70c5bc95916bf9e4","formula_version":"titan-u-contract-v1","latency_ms":23.589125000000877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359343811855797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4885","prompt_sha256":"394320bb961c6d9493343f0dbd582c69dcc6bb96f31744afdb3b448d468decce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726431285614055},"components":{"alpha":1.0,"bonus":1.0726431285614055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726431285614055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5839,"eligible_count":122,"excluded_count":18,"feature_sha256":"be9815eadb4c38b13e06dc0e418a0cbc411500e2762f13903d0b74c139c98fe6","formula_version":"titan-u-contract-v1","latency_ms":25.341375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039309795228072,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5338","prompt_sha256":"47cbee56838c5f99ae08ec9b8f86b5a1827834d5cde090f4096bdcc304204241","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644096405108796},"components":{"alpha":1.0,"bonus":1.0644096405108796,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644096405108796,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"829e1e239f835f43bd042b2838c964b584251b0b3c7f8dbef7ebf53216e5f13e","formula_version":"titan-u-contract-v1","latency_ms":23.002707999999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310763071775462,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4973","prompt_sha256":"729103d11fde7bc5ea0971bcffc44d8814049da1ea5fe61e630f49b60bf85356","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676772},"components":{"alpha":1.0,"bonus":1.0651123803676772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b393c9c1d3e18b07aee9a4281e70656a168cde9d71556715ee38d1c5ef81930","formula_version":"titan-u-contract-v1","latency_ms":23.851666999998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317790470343438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5215","prompt_sha256":"61270856d5234acf94cc15ed8909be909cd9d66423ed44079aef38d00a1aaed3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640397703152358},"components":{"alpha":1.0,"bonus":1.0640397703152358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640397703152358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"07b883657664324ea8f113415561b8274c232aa6fa890fe01f78c1c644a42672","formula_version":"titan-u-contract-v1","latency_ms":23.401916999999273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4990","prompt_sha256":"616f3acb114f73430095794742e0ecce26a30236bf54e4f11fa2b9bd507bdea8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065027761521971},"components":{"alpha":1.0,"bonus":1.065027761521971,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065027761521971,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4938,"eligible_count":122,"excluded_count":18,"feature_sha256":"d711446e8bc80332d8bae3b49a2a33748e0e805a40782d8b67430a4939e33659","formula_version":"titan-u-contract-v1","latency_ms":24.393874999999454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316944281886375,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4864","prompt_sha256":"e96fc4c08e42eb396aa5e2007045a27126893d72556a5bf659485c6ea21189f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659516874605528},"components":{"alpha":1.0,"bonus":1.0659516874605528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659516874605528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5101,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b7bc99de308ee54c2a08d29b55e49a512aeb454003d8e2211506f89ef5419b0","formula_version":"titan-u-contract-v1","latency_ms":22.93795799999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326183541272194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5116","prompt_sha256":"0727d6aa7beec71152703d0c41a65f7a8d05fbdc4eefd9e50ee327dbce34f17f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1251779060719687},"components":{"alpha":1.0,"bonus":1.1251779060719687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1251779060719687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5398,"eligible_count":122,"excluded_count":18,"feature_sha256":"2467fbed7d35156828b47720d1cf63ce841cc8036c46e3dbde5d040b1499edd0","formula_version":"titan-u-contract-v1","latency_ms":23.854124999999726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0918445727386352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5473","prompt_sha256":"6d5a31e8efa24e432ffc57566726550352118f6aafc650fd5c2eb6309e222c1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652262817120126},"components":{"alpha":1.0,"bonus":1.0652262817120126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652262817120126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"2636ff2e0aa6708124e1a006f60fe71d40dfdc7c1807649743194c70ff2fc23b","formula_version":"titan-u-contract-v1","latency_ms":24.66650000000037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318929483786792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5144","prompt_sha256":"ce909efa2cf0890f1e1c21fedfca6d2571d24a9728cb78448fa06fa5b12c76df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130048},"components":{"alpha":1.0,"bonus":1.0648992910130048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4914,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e525a7099be3afdfb6b9115116f9b8eaaf255e2c3ad5232286536d73e9e06bc","formula_version":"titan-u-contract-v1","latency_ms":24.140250000000307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5152","prompt_sha256":"7302381dbb0f699f298c0113ec337e117d13a073527fcbb5d4d1cb99ce832247","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665846338898757},"components":{"alpha":1.0,"bonus":1.0665846338898757,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665846338898757,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5192,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c1d68aa396433ce0917c5ce269ed50ee8cce1cb5c4b13d99699f0dd72e79e0d","formula_version":"titan-u-contract-v1","latency_ms":24.994541999999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332513005565422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5472","prompt_sha256":"10a3fa8675b71d636959f8450d905baa38e3755ec6d60fe325e000c3cb698205","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753557877802589},"components":{"alpha":1.0,"bonus":1.0753557877802589,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753557877802589,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6061,"eligible_count":122,"excluded_count":18,"feature_sha256":"00b2a0aa16845f89fcc1d8a03bac5210d453c791dd8a68a8c96d3bc608109ce8","formula_version":"titan-u-contract-v1","latency_ms":28.355750000001123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420224544469254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4523","prompt_sha256":"7bbdd1935ba275dbd6c5aed12dc49625f52489edbbeecba0b4c7c050d9e682a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770561767208338},"components":{"alpha":1.0,"bonus":1.0770561767208338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770561767208338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6189,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bb8d1b0428843c31fc02aad6bcde33929ce9469654c27d0724fb900e711cf07","formula_version":"titan-u-contract-v1","latency_ms":24.224915999999652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437228433875003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4486","prompt_sha256":"824e55dbd09c5c4a9b087f0a9e55a02b11b1f8320f9a83caebbbb891f2d2504b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0928426379172804},"components":{"alpha":1.0,"bonus":1.0928426379172804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0928426379172804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7094,"eligible_count":122,"excluded_count":18,"feature_sha256":"77e614274242db7742dd31becff9f14129cf267441892f7d99f40c54ec478cd8","formula_version":"titan-u-contract-v1","latency_ms":28.551082999999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.059509304583947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4752","prompt_sha256":"0fceaf2bea055b3e02dbfa9a4053e82036760cdcf4c58e025ac94bea96561021","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0735181974761774},"components":{"alpha":1.0,"bonus":1.0735181974761774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0735181974761774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5919,"eligible_count":122,"excluded_count":18,"feature_sha256":"46eae0de854a825d29ff16927b3101abb2c015713fb1e8ec44408d1dc7395e4a","formula_version":"titan-u-contract-v1","latency_ms":26.03433300000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040184864142844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4605","prompt_sha256":"70b1d5a3558b92a3e8a7b6e0caff4968610634728a9d4055c4e88f0c2233f260","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745080415008534},"components":{"alpha":1.0,"bonus":1.0745080415008534,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745080415008534,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6002,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ec45b345d6e45aebb671e74430e571cb8045d97870f24787f6e43f524cf2ed7","formula_version":"titan-u-contract-v1","latency_ms":24.27520899999891,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04117470816752,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4717","prompt_sha256":"e530608f266f84d38decec91b822fb876d9250eedb0a12b19e9764bd375c8ceb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0736533571176499},"components":{"alpha":1.0,"bonus":1.0736533571176499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0736533571176499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5928,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0b758ac03ba3d490e16d1e06661eaec94b37e085b2d54f488ca80d83faa399d","formula_version":"titan-u-contract-v1","latency_ms":28.34329099999877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403200237843164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4749","prompt_sha256":"c34c09d6cb0f750b8cf3ab4419fb486ea363cd23a7bab010ab5817bbe08d737f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075144325340789},"components":{"alpha":1.0,"bonus":1.075144325340789,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075144325340789,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6045,"eligible_count":122,"excluded_count":18,"feature_sha256":"444ccc4babe2fcfe5fa2cc2d12b2339350eb80fb3cb1f5c3fe50a3c7facdda2f","formula_version":"titan-u-contract-v1","latency_ms":24.75354199999913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0418109920074556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4774","prompt_sha256":"b69a8ad374db519f34d94ca8b5269826275edc7d3020dc54738d7d01307cd4e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0867170888736404},"components":{"alpha":1.0,"bonus":1.0867170888736404,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0867170888736404,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6805,"eligible_count":122,"excluded_count":18,"feature_sha256":"f92f646df0189c25fa03830d9fd7ed24b2e428ad61f1e63ed387863cbd28d34b","formula_version":"titan-u-contract-v1","latency_ms":30.64137500000008,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.053383755540307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4629","prompt_sha256":"230ff7957eb27fd1acede3a8413d19f54713bd42413bc8fb3d8404a20ee74a88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0760419514359094},"components":{"alpha":1.0,"bonus":1.0760419514359094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0760419514359094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6116,"eligible_count":122,"excluded_count":18,"feature_sha256":"785e5f08ece449fe85a6ae4c6d5772b2a3ebb457bb6981432c7f6cd4b46be4de","formula_version":"titan-u-contract-v1","latency_ms":28.08637499999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042708618102576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4490","prompt_sha256":"24534561bf33ca363182d4d163e1eb94e2e15e098559215c3c34773fd24ae688","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0762060821469093},"components":{"alpha":1.0,"bonus":1.0762060821469093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0762060821469093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6124,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ad389f9ef87ba5cb56d410488dfe6e0b5dbbd31a5637c621c363616ec503933","formula_version":"titan-u-contract-v1","latency_ms":33.43683300000144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428727488135758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4841","prompt_sha256":"3f79fece64142db4a17803af04491a2d238534194fc3c9b3bcd9e0c7afc18eb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646984938528372},"components":{"alpha":1.0,"bonus":1.0646984938528372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646984938528372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4874,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d407725c3b06609452c886aa8c143ca75f2dcb18f9518fe3f964d6f8c218ee8","formula_version":"titan-u-contract-v1","latency_ms":28.15633300000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313651605195038,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4836","prompt_sha256":"a7f4b03eeb129bee876a0670dacf863c394a7744162f9a1046996ee52cccfeb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677277860016567},"components":{"alpha":1.0,"bonus":1.0677277860016567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677277860016567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5350,"eligible_count":122,"excluded_count":18,"feature_sha256":"82fee53f1150a9c81c56312c8ff845627bef537acf0fd7475bd4f44057d6ff02","formula_version":"titan-u-contract-v1","latency_ms":25.71533300000084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343944526683233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4810","prompt_sha256":"3ce6c5d987cb5f29a7f7e1c116b591292d9766b7ca811d3aa8b2ef392c0988bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1052286563478617},"components":{"alpha":1.0,"bonus":1.1052286563478617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1052286563478617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7679,"eligible_count":122,"excluded_count":18,"feature_sha256":"eca6169ff8a79fe5437fefbb7da0fd03f6e84be04ff202e4371de9fc6fe7cb00","formula_version":"titan-u-contract-v1","latency_ms":31.057290999999765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0718953230145283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4844","prompt_sha256":"753a3679820f1849591efc2cf9d7576d61198fc7e043f8a5ee3ffdb0ad571b58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734570467652629},"components":{"alpha":1.0,"bonus":1.0734570467652629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734570467652629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5911,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5667d017e44b6e348f3e5552c23bce40f42445ba2efe0056d8f06d9bcf34159","formula_version":"titan-u-contract-v1","latency_ms":24.428583000000614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401237134319294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4743","prompt_sha256":"162683ff232d43ff15246aa23efa74b446d96fb29eb9a461da2c1ddab54d875d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0945010421420345},"components":{"alpha":1.0,"bonus":1.0945010421420345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0945010421420345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7174,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e0ce5b7abd1a7b20af5c65addd150fc0162fddd985146a1e77c841c72f8af48","formula_version":"titan-u-contract-v1","latency_ms":24.824708000000584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.061167708808701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4572","prompt_sha256":"a05ee98b4c8b079cb45e2c9e5ef904022105356665a186814c89b887bac6057c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0935214939874296},"components":{"alpha":1.0,"bonus":1.0935214939874296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0935214939874296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7156,"eligible_count":122,"excluded_count":18,"feature_sha256":"b587c31aab80a0dc7bf4892cd56e09cacfc656dc47edf5d03c136470857b7826","formula_version":"titan-u-contract-v1","latency_ms":28.709333000000115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0601881606540962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4819","prompt_sha256":"1592dddf3a9c27a0ea3e6a774a18bd5dd483c6822502f1a9058d2886acba351f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0954741553318363},"components":{"alpha":1.0,"bonus":1.0954741553318363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0954741553318363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7222,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b2e3ef8b12ea6294da9180e684a8a347ffb1355229f73b349fd5347c3dddf48","formula_version":"titan-u-contract-v1","latency_ms":25.537291999999212,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.062140821998503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4816","prompt_sha256":"dbade7fa3428f92ebedc02fd0d1b84dacab9e4979645400e61596982eb194cd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069582921049135},"components":{"alpha":1.0,"bonus":1.069582921049135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069582921049135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5556,"eligible_count":122,"excluded_count":18,"feature_sha256":"5fa6810098a2a7c975daf33595c225b39ea6a0c08cc32291eea5dab5c268fd4c","formula_version":"titan-u-contract-v1","latency_ms":25.258500000001405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362495877158016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4498","prompt_sha256":"da03ed05b3dd4dad311f9f54cc7273b40121f332c00791a44c5dffddfa31db94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0796099411361495},"components":{"alpha":1.0,"bonus":1.0796099411361495,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0796099411361495,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6352,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4cc134d0a88c8d8f46db6825bc85acaee9a37a66c68160019e01cddabaaa851","formula_version":"titan-u-contract-v1","latency_ms":23.744040999998717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046276607802816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4753","prompt_sha256":"92f1b9368c6db4cb59026fa30333541a0f1fbdc496b4452991c13608464d9401","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683693181667095},"components":{"alpha":1.0,"bonus":1.0683693181667095,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683693181667095,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5419,"eligible_count":122,"excluded_count":18,"feature_sha256":"82b90f203770080b3e31a392242cc5a3520175a61e6a71eb92405535fec3776f","formula_version":"titan-u-contract-v1","latency_ms":24.365583999999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035035984833376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4510","prompt_sha256":"2554b163c01234ce8b8f4e3456f610545ae34e4966d49f660792dfce529b7a8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0825398700798505},"components":{"alpha":1.0,"bonus":1.0825398700798505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0825398700798505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6539,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d822327235dc7d2861f625f54b11c168a38b092a0ab44a56e9b0c62ac014f9f","formula_version":"titan-u-contract-v1","latency_ms":25.875999999998456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.049206536746517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4654","prompt_sha256":"5c6277f53e4e9b26a21967091247b39b217ff9f8b68fc6d25aa815ee5ad4bdb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067670803811971},"components":{"alpha":1.0,"bonus":1.067670803811971,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067670803811971,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5348,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf885b14b386ea59821e28590ec47845ffcd6a070f31ccef40894df74c623782","formula_version":"titan-u-contract-v1","latency_ms":23.412791000000155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343374704786377,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4502","prompt_sha256":"d2beae7bba2c59b7d20d187acd18a6ed60aa8f97745b71a34f14dbafe1742e69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0781080650843866},"components":{"alpha":1.0,"bonus":1.0781080650843866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0781080650843866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6256,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fc7dd60c124e1f8c3eda7af01187409247ebc72c69d88fe686a452d2ce36f3e","formula_version":"titan-u-contract-v1","latency_ms":25.289917000000273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447747317510532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4645","prompt_sha256":"630fed4885a299c76665b53c2b8a1e8e6a74b9c04a942ddd102ab78f3dd10a46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775846254471155},"components":{"alpha":1.0,"bonus":1.0775846254471155,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775846254471155,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6224,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fa89e403c0665b75bc32520762d7206d9e2b5e004ebf47fd722638ab4dca5b9","formula_version":"titan-u-contract-v1","latency_ms":26.31312500000149,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044251292113782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4573","prompt_sha256":"b8db0d2b1258e8a66ee283efa74afb5e5be6183c493b77ea4d4719606e3bd6d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651716410982786},"components":{"alpha":1.0,"bonus":1.0651716410982786,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651716410982786,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4965,"eligible_count":122,"excluded_count":18,"feature_sha256":"72cd5995f4556e904948882212071c9fb10ca100fd0a0cd412b45ad2208c73a0","formula_version":"titan-u-contract-v1","latency_ms":24.575958000001563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318383077649451,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4638","prompt_sha256":"a39e8a9cacea89661c16169ac87e8902f0daf339fb43475786a0a664fffd3d81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0812785400857636},"components":{"alpha":1.0,"bonus":1.0812785400857636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0812785400857636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6467,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f500d69224bba2c402bbe1da172d2669236291148839d3dc1bff3ff2dcead0d","formula_version":"titan-u-contract-v1","latency_ms":24.340958999999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0479452067524302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4497","prompt_sha256":"4e93f5a45fb8aa0662e463444c7d1723b9e723150978f76833b5a3d71be97164","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0766069421160631},"components":{"alpha":1.0,"bonus":1.0766069421160631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0766069421160631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6159,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f6a3df123cce0ed9ce17f46c9e800d18f4e8ef4b06d84a49db3b7aaa7782c62","formula_version":"titan-u-contract-v1","latency_ms":24.683292000000634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432736087827297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4517","prompt_sha256":"7a4fe70b3a915912c423f5e76dc73b2e2e09f2702d33642931981b1ba7991228","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188747},"components":{"alpha":1.0,"bonus":1.0642443365188747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b024a256c7ace1336cd777b8b550cef499030c82e397d8cf1b11b33c7b840d9","formula_version":"titan-u-contract-v1","latency_ms":25.459958000000782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4833","prompt_sha256":"85a253c9dc9228097d6c040fcb03336c1298b6b2b3a48c37d00b11c22ec302be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"45cace10e91b8ba2d2c6d4f91f5c25bb983902c70fc43ac522a73284577d8b8b","formula_version":"titan-u-contract-v1","latency_ms":27.844166999999587,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4581","prompt_sha256":"bb39562995b87b7cd5f27a6878b528500515590419c4c97c24211dd6c3f5f7ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664653980849543},"components":{"alpha":1.0,"bonus":1.0664653980849543,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664653980849543,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5175,"eligible_count":122,"excluded_count":18,"feature_sha256":"b03e35deb15e320056859b6cbcb3ec021822b4c65a86d81f75db528e62e99a86","formula_version":"titan-u-contract-v1","latency_ms":26.969916000000538,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033132064751621,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4582","prompt_sha256":"f9784fea8eeaa720be93bdc60ef61a7c70c915464a8138b82b71a4193961d285","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655457668490826},"components":{"alpha":1.0,"bonus":1.0655457668490826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655457668490826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5033,"eligible_count":122,"excluded_count":18,"feature_sha256":"c41fc13fd2fe12ecc970a1c20d0c2e94a6b4b6252da5b25cdb5a299df316ddff","formula_version":"titan-u-contract-v1","latency_ms":29.80204200000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322124335157492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4480","prompt_sha256":"7331c49ee01aaddbec62fa7e40aed826271c2eddbe43fb2cc3b0e0e2179899da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070287727815516},"components":{"alpha":1.0,"bonus":1.070287727815516,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070287727815516,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5621,"eligible_count":122,"excluded_count":18,"feature_sha256":"011258a61f4620119805cd4e1b8285cbe76ad47c2350534f8a216783a58857ad","formula_version":"titan-u-contract-v1","latency_ms":126.43987499999909,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369543944821826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4509","prompt_sha256":"57170fde89483cd721446b9a5fee42866cab85999f88573b7b6d261548bb838b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705860544580243},"components":{"alpha":1.0,"bonus":1.0705860544580243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705860544580243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5654,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd9d0844443dba3f02d1b25a88b1ce06163660e99fe3a3532424e31daa194bd0","formula_version":"titan-u-contract-v1","latency_ms":52.22183299999905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037252721124691,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4790","prompt_sha256":"a80a52b56b50969e3037cbdfdb21fdeb26df7cc43828ee3ed427a7a60d60b951","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755556848671295},"components":{"alpha":1.0,"bonus":1.0755556848671295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755556848671295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6069,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d73e11d90b8125645b7f38ee5e3f0f50fc9af435cac4b201005d06dbc12a650","formula_version":"titan-u-contract-v1","latency_ms":52.67162500000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042222351533796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1007","prompt_sha256":"06cb089efef036fd7e0d73e9dc98bafa2336d51d2455da96733e51df38267b55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068317149188386},"components":{"alpha":1.0,"bonus":1.068317149188386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068317149188386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5413,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b584b9cbc31c4fe82bd742012168ee28917e325632ff01fb7b4c8fa688ba31e","formula_version":"titan-u-contract-v1","latency_ms":32.0730410000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349838158550526,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_861","prompt_sha256":"2cf0e4ffe3dce5d7a2b45071ad9ab1f60a4f75f5c733797f3a27b363c546de06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073153970925188},"components":{"alpha":1.0,"bonus":1.073153970925188,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073153970925188,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5879,"eligible_count":122,"excluded_count":18,"feature_sha256":"f08f07cd63d9954856a352940dffe28240fc00674c6b07b10cd305a777c4e115","formula_version":"titan-u-contract-v1","latency_ms":30.083249999998785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398206375918546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1386","prompt_sha256":"de4298179269608625b3091a6704fd8d3e8bebe5e76eb50726b3c5b83129991a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078093401710863},"components":{"alpha":1.0,"bonus":1.078093401710863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078093401710863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6254,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7fa08c6fd8c393cdc00bfd7aa2cb8eec1b0dae1ae01cf7db0cacc48efa4ef71","formula_version":"titan-u-contract-v1","latency_ms":23.986790999998675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447600683775295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1484","prompt_sha256":"29273869f06169165d9c5ca0547007f0842c9b9270f1fa6d5efdc5f44a5fafd9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0831437498377119},"components":{"alpha":1.0,"bonus":1.0831437498377119,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0831437498377119,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6575,"eligible_count":122,"excluded_count":18,"feature_sha256":"58a05dcdac44108bba82a972c8887306b50e134880ee67cedb74d8a505edd4b3","formula_version":"titan-u-contract-v1","latency_ms":32.925875000000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0498104165043785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1462","prompt_sha256":"c0245d81f143ba3e5f76329bf83cc6b7777c91bbe07ac61492d24544103bf44d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774551941090171},"components":{"alpha":1.0,"bonus":1.0774551941090171,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774551941090171,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6206,"eligible_count":122,"excluded_count":18,"feature_sha256":"072c215a03706ba3862a4f829a00278a4f6b7303bfc4ff221cbc70b2e6dc2d67","formula_version":"titan-u-contract-v1","latency_ms":29.276750000001073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441218607756837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_899","prompt_sha256":"a276f10f7ea5800a58b9d6fe712eb3a551025cec7aebf3d3502e54f3f760a72e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705341868957292},"components":{"alpha":1.0,"bonus":1.0705341868957292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705341868957292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5645,"eligible_count":122,"excluded_count":18,"feature_sha256":"b43c687fe349c4103901661315b750b4513870ea2553d9c040e400e5b4c55407","formula_version":"titan-u-contract-v1","latency_ms":29.899125000000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372008535623958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1818","prompt_sha256":"9572145bc415d187d29cc37d76bc1b35372cf1eb8abbdfa377f599da91bd86e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759195231579823},"components":{"alpha":1.0,"bonus":1.0759195231579823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759195231579823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6096,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ca94e56ed653ac7c5869bd1f5e7ad38835a2f522e7376e283f68a7f72bd1886","formula_version":"titan-u-contract-v1","latency_ms":23.574582999998484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042586189824649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1031","prompt_sha256":"2dce93af24a16ac4080277283af7c15d008806a722f446736b19dd569a4fea70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761512585366426},"components":{"alpha":1.0,"bonus":1.0761512585366426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761512585366426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6113,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c6fbf768a79f560d3ba0c76189f1e21fe5398d12a5be11fae09b4c6616522c0","formula_version":"titan-u-contract-v1","latency_ms":27.006291999999377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428179252033092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_858","prompt_sha256":"20fbc384253dc3b75090268fcc8f4b972b153c760393475eca1b78fc56eda514","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066535282028916},"components":{"alpha":1.0,"bonus":1.066535282028916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066535282028916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5185,"eligible_count":122,"excluded_count":18,"feature_sha256":"8eff9ecb7e3e5e2233fdabefe42b02d9da02355cf4572c9cd9ece5c39e54fccb","formula_version":"titan-u-contract-v1","latency_ms":23.588208000001387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332019486955826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1370","prompt_sha256":"7176ff56e2682e23dc121d8a9c2213e7a9898c716d7b6041062bf9008be70b4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1033646021658028},"components":{"alpha":1.0,"bonus":1.1033646021658028,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1033646021658028,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7566,"eligible_count":122,"excluded_count":18,"feature_sha256":"96e2eac3ed96be9123c3b7bff3ce565d51feefea603b72ce7784cc3a5f788088","formula_version":"titan-u-contract-v1","latency_ms":25.588624999999254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0700312688324694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1805","prompt_sha256":"7456198c970605d37986cdc11ee64ceb1f35c774babab9ae2271cb95c2131a0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678925507746553},"components":{"alpha":1.0,"bonus":1.0678925507746553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678925507746553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5363,"eligible_count":122,"excluded_count":18,"feature_sha256":"66a63f83718a87c8dc2b4c5e479f98d8a2df30dd5f9468212c28f081162f1c0d","formula_version":"titan-u-contract-v1","latency_ms":23.899749999999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345592174413218,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1530","prompt_sha256":"5d266302e790db7214b2e2f9f037ae363778c4fc7e5d55da07ac1d3157902bc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678015711322493},"components":{"alpha":1.0,"bonus":1.0678015711322493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678015711322493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5352,"eligible_count":122,"excluded_count":18,"feature_sha256":"db700d8470fff534a0e9918d0e322ffaa12d9e234d72e7834f10d04b77dd221a","formula_version":"titan-u-contract-v1","latency_ms":23.459665999999046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344682377989158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1265","prompt_sha256":"3f22a2184b73e8f9173d9cf0bb8a49f9705e94e566b64848180074ca89a27ba0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676061166518764},"components":{"alpha":1.0,"bonus":1.0676061166518764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676061166518764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5327,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7ffe2acc24b7c8f67bcb83b5fc57deafbc748a7cad0dc18bc266ddc18a38118","formula_version":"titan-u-contract-v1","latency_ms":24.10404199999938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034272783318543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1518","prompt_sha256":"f3bca89f5d79aecf641de1dd2629970da0ea7f2bbac0873be9c9310dd9f5a358","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682652409397209},"components":{"alpha":1.0,"bonus":1.0682652409397209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682652409397209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5407,"eligible_count":122,"excluded_count":18,"feature_sha256":"fba303ba492eb92c9e145d07765037bd851dee2e461ff58a3ea047aad1416c13","formula_version":"titan-u-contract-v1","latency_ms":24.008750000000134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349319076063874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1242","prompt_sha256":"302c44c204d282e0a8cc37eb465e5ae614b65db4d764b8edd9560bc8e206dcae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663687836825024},"components":{"alpha":1.0,"bonus":1.0663687836825024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663687836825024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5161,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5ae6f17e1b2db312578a80b884433321dbcbca1ca83c3c411bd2ad7b45758e8","formula_version":"titan-u-contract-v1","latency_ms":25.723916999998764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033035450349169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_806","prompt_sha256":"e0b7cb448385f4ae6ecc49e6ac33cb520cd3ac312e7c43b1991dd5434ea3f034","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064991329190055},"components":{"alpha":1.0,"bonus":1.064991329190055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064991329190055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4933,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4b8fb6f31284209b9be6a76057f470f1c4f957625a2e70c1b56c0bf65ef4a0e","formula_version":"titan-u-contract-v1","latency_ms":24.042458000000266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316579958567216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6526","prompt_sha256":"38b9d08d724624aa0c26d2d4e52b34837748a24a3d8f9425b5e4348685fc9c03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064401097008313},"components":{"alpha":1.0,"bonus":1.064401097008313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064401097008313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4812,"eligible_count":122,"excluded_count":18,"feature_sha256":"9136ee1c1999d4aada5f78b2a0d919b942fdff48c5088cf27d11df146ff704d8","formula_version":"titan-u-contract-v1","latency_ms":23.998457999999445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7577","prompt_sha256":"0ccb0551b3d25cf1d8f1d2188f3fc21cccce14c5c0a37a627bca721ac8fc882e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646937499816553},"components":{"alpha":1.0,"bonus":1.0646937499816553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646937499816553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"ddaf10e9d09f2b78c1770df42825d0c1b0ad45619ab0e39e350d42ff9af8968c","formula_version":"titan-u-contract-v1","latency_ms":23.627582999999674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031360416648322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7101","prompt_sha256":"4772ce4e5cff16c936bbc531ee5e94add16a57875ab986d61abfbbae1eed74a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"95f71a973445b9b646df2020c7de96eccb3fd16e436ecf92f79638e24d78348c","formula_version":"titan-u-contract-v1","latency_ms":23.675709000000822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7451","prompt_sha256":"4761a27ba6b7fea15caaa2381b6661d8181c0b934ac53f6a9a3f3e974785b417","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"037c7a37c329b21ad31c1d35e8b9a25fab7ea7ae0a87ad7294cd64e5a84073bf","formula_version":"titan-u-contract-v1","latency_ms":22.674292000001373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7249","prompt_sha256":"2edc024dfef572d2ab28113560291ded2fb5fa1950a29720c8f88ab6457ca7e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"66952b9731582782327f7d60e584bf9a41a5b305930242eda9251b678d6309ee","formula_version":"titan-u-contract-v1","latency_ms":22.517625000000763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6947","prompt_sha256":"cf9754973f1ab5b658498b105e0bcd36e8a32c9b7011ac585976270b916d0dc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"62f690bd4ae83337f1ffaeb6d8143b0e921462b9288ed4419ee99056acd30203","formula_version":"titan-u-contract-v1","latency_ms":23.5278749999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7221","prompt_sha256":"b8fdc4fc7f5dc40f5ddf8aa60294d2bd4ce062036635fb1e6381d4fc8cdfe67a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730938915118273},"components":{"alpha":1.0,"bonus":1.0730938915118273,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730938915118273,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5875,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1efbb6b48bba5bb0a53b70235ac643e6160c6337eee2fc0c2fb65090ab9d5cb","formula_version":"titan-u-contract-v1","latency_ms":24.869875000000263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397605581784939,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7173","prompt_sha256":"6f5f0e07ce078fd88b0cc17044bc011dd4a6e372a9ef02eb61749731ea122af9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250366},"components":{"alpha":1.0,"bonus":1.0642009326250366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b29ffe83a5fbcd943d271129a2ee8e56fe7f5c4af84af0b9fa850840b5007fd","formula_version":"titan-u-contract-v1","latency_ms":24.030790999999496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917031,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6607","prompt_sha256":"548bd3e448611728ca08a2f4938716d92c88bdcd72023b01011f3047433573fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647367082112367},"components":{"alpha":1.0,"bonus":1.0647367082112367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647367082112367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4882,"eligible_count":122,"excluded_count":18,"feature_sha256":"40e8cbafb6325275cd5ea9407e5d2713ef6e2e41ba73dea2db5cdb5a856ad83c","formula_version":"titan-u-contract-v1","latency_ms":22.59862500000054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314033748779032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7306","prompt_sha256":"18c0f95a7a0972d360ffa7a7bd44d20b00bced88f32bb77067b48715970cd866","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657324689210232},"components":{"alpha":1.0,"bonus":1.0657324689210232,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657324689210232,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb7589e61d3d6ef56ce7e925fa875280c759319cda29bd78d6444e4e642be014","formula_version":"titan-u-contract-v1","latency_ms":24.003083000000203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323991355876898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7462","prompt_sha256":"f76cf95226ae8c0d4ef7ba2455420be4620b26904b5f4fdaffe910554b721e6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667928900740293},"components":{"alpha":1.0,"bonus":1.0667928900740293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667928900740293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5222,"eligible_count":122,"excluded_count":18,"feature_sha256":"c178dc56290b04c6a4ec1a691f83a867ee09f0410ac5eadd0225d25ff8c335a5","formula_version":"titan-u-contract-v1","latency_ms":23.777332999999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033459556740696,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6848","prompt_sha256":"f5645f8d1ef28949fb5df6b2a81ac46d4576c96aeb0fa9d34ecf617ac5108cd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797063},"components":{"alpha":1.0,"bonus":1.0639152669797063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"7915109c7d3d1d81d8da7634678e7f12ff03e4111e8053c90924c36130fc0cd9","formula_version":"titan-u-contract-v1","latency_ms":24.453582999999668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305819336463728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7758","prompt_sha256":"0cc86a79b79d2785e5b7cad7cdc64abcac1f17e9bba3b6af1c344b926c97c9ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658503647323108},"components":{"alpha":1.0,"bonus":1.0658503647323108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658503647323108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5083,"eligible_count":122,"excluded_count":18,"feature_sha256":"7bc17cf961429c3cf691f8f33b039936d5b723c214cac7381a79dc2724c22051","formula_version":"titan-u-contract-v1","latency_ms":24.19391599999976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325170313989773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6429","prompt_sha256":"cf6f720a16aec3385c71078e76d2bcca23e45cd4cf6fc12d242d72efce4ec6ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670674767792332},"components":{"alpha":1.0,"bonus":1.0670674767792332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670674767792332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5300,"eligible_count":122,"excluded_count":18,"feature_sha256":"e64f8ac1fb393d5060a832249633236c4da8f849b85982c1f2046cec27147e51","formula_version":"titan-u-contract-v1","latency_ms":26.948166000000384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337341434458998,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6623","prompt_sha256":"d617d0d148fdd2f3428a86d8a49cd70e28e7c8b8efea9da83f0441c77ded1d8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2c99643abf411f3e111f52764890edd2e92fc1da24df4c934cb7f2eb8309f01","formula_version":"titan-u-contract-v1","latency_ms":22.065083000001096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7649","prompt_sha256":"491793d5e92d57fc86cf32b0afa16833ee129c1d559a73dff939fa6a97bd778a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667565473199596},"components":{"alpha":1.0,"bonus":1.0667565473199596,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667565473199596,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5217,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e6796d4b5c11d360779c48d65547cc775258f117799e3488ce59c415c938108","formula_version":"titan-u-contract-v1","latency_ms":23.456209000000783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334232139866262,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7284","prompt_sha256":"a40a2a0a534315bec55771d7b526e66c28d81ddcae99e64b7644bdc54c7e20cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065337754540784},"components":{"alpha":1.0,"bonus":1.065337754540784,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065337754540784,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5004,"eligible_count":122,"excluded_count":18,"feature_sha256":"64e55114b25a3cb6edd2fdb46917494089acc750fcf45ad54e3b5bb27469525e","formula_version":"titan-u-contract-v1","latency_ms":23.361790999999243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320044212074506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7422","prompt_sha256":"45bf6a2670dacfb9d4e1c8ed1c0e61cb33e45c1caec699ba4020270b548f12a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566394},"components":{"alpha":1.0,"bonus":1.0641622438566394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"6278b3d3c3a7cdc7f0c0fe0ea5f895088be55828018ce77c733111b7a4765ff6","formula_version":"titan-u-contract-v1","latency_ms":23.34520899999859,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523306,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9943","prompt_sha256":"155c34ca7854d7cd9fba31fd9bdd4530f5e32b237f0f7794b85ef5da965d9a7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"22b0982d9959a2bdbb66eb0e38e7049a193823eb3a101775868bd6553df2ffa9","formula_version":"titan-u-contract-v1","latency_ms":22.554624999999717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9510","prompt_sha256":"c62b231f8ec395d6776f7beaf16b7ebe0eac440d5584300999b5ca5eda7ea71c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655045789730326},"components":{"alpha":1.0,"bonus":1.0655045789730326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655045789730326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5022,"eligible_count":122,"excluded_count":18,"feature_sha256":"52d971cacfbeb1c4295fce4be57dab981e677462eeefdcc2f08010f63bdc552f","formula_version":"titan-u-contract-v1","latency_ms":23.286042000000506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321712456396992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9536","prompt_sha256":"4ec3778f6febc82b942350c4e5769adbe213977cd1fae64e89bea4a0b007c8bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"434ab35a64e9111114a87f3e26389e7fbd3496645a68ffbaca1c92fad4841ffd","formula_version":"titan-u-contract-v1","latency_ms":22.17483299999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9672","prompt_sha256":"22e61f981af3f78219e692948a824b4a6a0e63324e4f5acf3bb669aa6006ddae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667710625996565},"components":{"alpha":1.0,"bonus":1.0667710625996565,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667710625996565,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5219,"eligible_count":122,"excluded_count":18,"feature_sha256":"762f0f1363ba7a647c871a65bc114021bf33f5891d901bf462fe7f11b98826e3","formula_version":"titan-u-contract-v1","latency_ms":24.510790999999088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033437729266323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9663","prompt_sha256":"d47433641a687e999af667c1f657c4c5cb7e5c8106f45350dd4ad9d37b16cbfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667928900740293},"components":{"alpha":1.0,"bonus":1.0667928900740293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667928900740293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5222,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe8980977a76aa296ec528b799a79a1a15b5bd6f61b33280f1ea8f8578c6b483","formula_version":"titan-u-contract-v1","latency_ms":23.731790999999447,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033459556740696,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9017","prompt_sha256":"ec330c29193bdc7fafb296a94c96c130ded0c2e64523f8ca62772e69ad9f248b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654928767065972},"components":{"alpha":1.0,"bonus":1.0654928767065972,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654928767065972,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5029,"eligible_count":122,"excluded_count":18,"feature_sha256":"730d429a44439d5b96d01886d2b24f0b0a6a39ba54f8638fcb02b9385732f6c4","formula_version":"titan-u-contract-v1","latency_ms":24.249458999999973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321595433732638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8624","prompt_sha256":"227a70b86b8edcee65f74c42a5dcad39d530d04cfeab2353cd228ee4b08426cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653547274558366},"components":{"alpha":1.0,"bonus":1.0653547274558366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653547274558366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"97808efc8e9744b2a8198c8746628156781a59f99043e08c0053d54b0f10f194","formula_version":"titan-u-contract-v1","latency_ms":24.65854200000095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320213941225032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8888","prompt_sha256":"05e95f7e111e11ce27b588c64894f5c77668f52aefb2eb23e60cc5009112295d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672046576219578},"components":{"alpha":1.0,"bonus":1.0672046576219578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672046576219578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5277,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2ef15823c1724c7f83e4692ff0145dabcfdcd4dcc0549d3e4124f1776b72b85","formula_version":"titan-u-contract-v1","latency_ms":22.330750000000066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338713242886244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8719","prompt_sha256":"7dc64d377f3b0d3c55b262be642a5a64865c2e3b441a84a757bb1d4dd7ca9f4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670147645709969},"components":{"alpha":1.0,"bonus":1.0670147645709969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670147645709969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5260,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a12e3860f298aef48e62027df402b15c8d4b352495f2eb77b5f9631c54a627d","formula_version":"titan-u-contract-v1","latency_ms":23.732582999999252,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336814312376634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7893","prompt_sha256":"6747241825271062b2babed6036198b5d8499fc56960491fb835f37c134302e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"efad308a9d5c1feb7c1ff1953494e3dee1a742903cb5d16302dd070a4a1b30dd","formula_version":"titan-u-contract-v1","latency_ms":23.368500000000125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7887","prompt_sha256":"da6a6054533b201ad9c3c44438b733189027e1b25bbd2c09dfa88cb770de4631","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646467137036586},"components":{"alpha":1.0,"bonus":1.0646467137036586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646467137036586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"caf978187161e0d8c4b064b4a58ab5d22aba9000250db8b803274f36caeabcb8","formula_version":"titan-u-contract-v1","latency_ms":23.476708000000457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313133803703252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8316","prompt_sha256":"f584d8d075a8abb22c653c2721c42e05356df17acc17c1361de2f33543c4f368","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664515086549884},"components":{"alpha":1.0,"bonus":1.0664515086549884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664515086549884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5173,"eligible_count":122,"excluded_count":18,"feature_sha256":"54e0b888f2f8e713bccf9154246c593a0d656ac87e6a3c8e46b9e13b0972d523","formula_version":"titan-u-contract-v1","latency_ms":24.362959000001183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033118175321655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7773","prompt_sha256":"39d3e49bdd934357f22315db0268764814c87a8301d63d7eae8b41634dca4320","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345866},"components":{"alpha":1.0,"bonus":1.0643379544345866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad1de0faabde9a1a61569fc3629beea633362e358a8e269533bd9c5696ffe907","formula_version":"titan-u-contract-v1","latency_ms":24.25075000000021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310046211012531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8466","prompt_sha256":"db168bb277903ee8d91e0d2584b8974009b42fc07ee523c6f1be1ef451105d89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695829210491348},"components":{"alpha":1.0,"bonus":1.0695829210491348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695829210491348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1b81bbbb548dfc8f5b92b9412f6cf420dad22d17613f6ba8cabaa9b4a1aefe5","formula_version":"titan-u-contract-v1","latency_ms":26.13937499999963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362495877158013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2329","prompt_sha256":"cd63b4f0f6751ce8d2b128a98d1c80b1a69a86a831e27545e586062c06adad4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067383369653331},"components":{"alpha":1.0,"bonus":1.067383369653331,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067383369653331,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5300,"eligible_count":122,"excluded_count":18,"feature_sha256":"f54df4f27fadc39c3352a4fae7900023ff792e3cf18e7d88643be568fc0779bf","formula_version":"titan-u-contract-v1","latency_ms":29.4517919999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340500363199976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2406","prompt_sha256":"4e6fee0d030f9f9119219b0ef2f45ceb2aee6ddd8586ba38da39df68c09ebdb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065215295139906},"components":{"alpha":1.0,"bonus":1.065215295139906,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065215295139906,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4975,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c4d5e3c50c22f28d791adcf7d9e5a8d1862c33a174a522c824b12a5eacacc0e","formula_version":"titan-u-contract-v1","latency_ms":24.037541999998524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318819618065727,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2133","prompt_sha256":"4212cd524cd20f02760308c93d2a56ea747887543f9c2e6048b2be43d9eecccc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722256204969176},"components":{"alpha":1.0,"bonus":1.0722256204969176,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722256204969176,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5801,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe80062f886f2ee39fb3c08bfabff58f3b8dbe85ab4226ab7d961305c8ada638","formula_version":"titan-u-contract-v1","latency_ms":28.035042000000843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388922871635842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2029","prompt_sha256":"d890aa07895e07b448c25642abe5cbbfa7bbc1a609720d25a1407425fa9e610e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649861538125747},"components":{"alpha":1.0,"bonus":1.0649861538125747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649861538125747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4931,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cc3ec4ab683344d47e9f62da146d040c9431d44a71a7ac7b52ff8e63f16dac4","formula_version":"titan-u-contract-v1","latency_ms":26.84912500000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316528204792412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2005","prompt_sha256":"6f52c402fe12e3fc750a013f6363f3f35d6bb542f0b5891479d528c32f78bcc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698565324378777},"components":{"alpha":1.0,"bonus":1.0698565324378777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698565324378777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5581,"eligible_count":122,"excluded_count":18,"feature_sha256":"541c71463bac09038bfe60ec66a527bc212e1b56df23a6276b6a31c2c70510c6","formula_version":"titan-u-contract-v1","latency_ms":29.894792000000336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365231991045443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2457","prompt_sha256":"484ed3b1b3b422afb12bb94756c5d55497696e25ffca8fd42c3466cc1c6170c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663006472437782},"components":{"alpha":1.0,"bonus":1.0663006472437782,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663006472437782,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5156,"eligible_count":122,"excluded_count":18,"feature_sha256":"205a34eac5dfa4bbd1e6920c54c5c4ef1a87de3cecd153c97586794a6211c552","formula_version":"titan-u-contract-v1","latency_ms":29.129624999999493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329673139104447,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1904","prompt_sha256":"8e77a790abf9b81444d50769523625a8f005d904e2a5e778078cb094ea02a146","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696507936296313},"components":{"alpha":1.0,"bonus":1.0696507936296313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696507936296313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5562,"eligible_count":122,"excluded_count":18,"feature_sha256":"82a88f6a2705ae3dcd178ea45fb0a4d7f08d21711871cd5b17a190186f1a002f","formula_version":"titan-u-contract-v1","latency_ms":23.745208999999434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036317460296298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2220","prompt_sha256":"9176ef66299b48551441ee26200b8e1aa04809f1cee2de4de91797f622385c46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6fde79305ba296999b9f14f475bb386fa091f5cf245516e3d702188a2f7d13f","formula_version":"titan-u-contract-v1","latency_ms":24.889957999999268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2420","prompt_sha256":"d0f6b0f20505abc7c8558061519062ff20386f8e2302310db47f988755721980","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648194682668042},"components":{"alpha":1.0,"bonus":1.0648194682668042,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648194682668042,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4901,"eligible_count":122,"excluded_count":18,"feature_sha256":"97f031d3fef6cc64410dacb19cf9eae696a8da2ac9ef3dc2c1008cdb9ba72a78","formula_version":"titan-u-contract-v1","latency_ms":23.4833339999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314861349334707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2186","prompt_sha256":"f8f6c794ded2100795eb8990ed04522978947e4518c9e897a6bc864596f0f774","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064439773425439},"components":{"alpha":1.0,"bonus":1.064439773425439,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064439773425439,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"29972d1aad61e273e3c7129cf08a32f57b61c8a328fbcb61a63b09450572838e","formula_version":"titan-u-contract-v1","latency_ms":24.61591700000021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1858","prompt_sha256":"177b6b09e5a5cb7a6acfcdad841e4d9e0ee62a2e5368f20908f7e736a2528fc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067336378707528},"components":{"alpha":1.0,"bonus":1.067336378707528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067336378707528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5292,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4b7f4f0518de2d3a0d8f711db53e4391e644e59b404a55d3307e55a29223494","formula_version":"titan-u-contract-v1","latency_ms":24.350749999999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340030453741946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2084","prompt_sha256":"0a52848f10b023a098cca8937b5aae43a218ac5cc7676360724d66a180772a5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672200452577718},"components":{"alpha":1.0,"bonus":1.0672200452577718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672200452577718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5279,"eligible_count":122,"excluded_count":18,"feature_sha256":"2000dbd5813d39442cbd58c9894df09c31d6b667ab4b27a8cdaa92085ad9520c","formula_version":"titan-u-contract-v1","latency_ms":25.15408400000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338867119244384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2450","prompt_sha256":"83f37a89a3c3e40a3e08adf8e443105869256590181f3f4d359d7422ec639587","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645684314840922},"components":{"alpha":1.0,"bonus":1.0645684314840922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645684314840922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4845,"eligible_count":122,"excluded_count":18,"feature_sha256":"357bd9fe68352191cc13ea73809a43285fc2f37dd6b329c2e200431dcd6c7ad8","formula_version":"titan-u-contract-v1","latency_ms":23.066874999999598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312350981507588,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2524","prompt_sha256":"0f32528a84e2c3fab359fc21eed03150af8098b3155affabaa396e8704d6807f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675099567744086},"components":{"alpha":1.0,"bonus":1.0675099567744086,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675099567744086,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5316,"eligible_count":122,"excluded_count":18,"feature_sha256":"673284663440643789efb9e425178a205aa89993faa0f0a3f48b0b5e68614fd6","formula_version":"titan-u-contract-v1","latency_ms":24.829750000000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341766234410752,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2099","prompt_sha256":"9d1bde3fab82df88a854afeb79d593bedafe57153df4812bd5dfceb642c4edbe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659134726843449},"components":{"alpha":1.0,"bonus":1.0659134726843449,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659134726843449,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5093,"eligible_count":122,"excluded_count":18,"feature_sha256":"b513abca994ca29077970db4d6f03df1df2ce1eca4ddb9b898e76eede2398255","formula_version":"titan-u-contract-v1","latency_ms":26.34816700000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325801393510115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2497","prompt_sha256":"3bf0244cb5201cfe1f74af17d46fa5570e4c50ed52e70b145c19372030c2c9a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069777780662881},"components":{"alpha":1.0,"bonus":1.069777780662881,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069777780662881,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5565,"eligible_count":122,"excluded_count":18,"feature_sha256":"adcd975276520af4ec972e8ea87e2eebcb78bf8a5cc35382b938e9de1060a279","formula_version":"titan-u-contract-v1","latency_ms":26.511833000000706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364444473295475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_70","prompt_sha256":"988ac21743f6ef38baa69ee158451777f5343a30be802ec9dcab58c9a685334f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4cf1c399ff58306aa46bfc554f35309eb6c3ccd36fa53915dc73bda81068c4d","formula_version":"titan-u-contract-v1","latency_ms":31.87158299999915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_85","prompt_sha256":"9b41f223561a1b464cbdf1c68f4e0a4bff4bf29b637d918b51dd05a407f5a975","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619451},"components":{"alpha":1.0,"bonus":1.0652594167619451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4989,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c62077216735934aeab4dc682ec9bbf90a0f23c00be13de9bde841def19cbcc","formula_version":"titan-u-contract-v1","latency_ms":24.722875000000144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319260834286117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_121","prompt_sha256":"74b1b12ada5016fe1547e9bb13194ffc517bb7a9d3f46e4c32b7e703328b70de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"92a5297ce0e88b3af75a0b3a811fc8e06e71e00853d2d9073af77b0421b05b1d","formula_version":"titan-u-contract-v1","latency_ms":24.50349999999979,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_32","prompt_sha256":"24fc9ce949bc084ca8c322feb35507929af87bbdbc9577bab99b20c20efaa8d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"85cde7fdf274c0d87dc3fe0a2b95df6dc937176d97e96fac3a0fec36a33f9855","formula_version":"titan-u-contract-v1","latency_ms":23.829792000000793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_63","prompt_sha256":"ae0bca5e24e24ec8280bc18410f5bcaf5849313a30c6c8cbd354348173ea1293","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecefd9b422209ee696eddbd334248cb5357365c130b165590d7ecf1121cb2fcb","formula_version":"titan-u-contract-v1","latency_ms":30.854499999998453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_116","prompt_sha256":"b5c5595183c7e47111bb5be0265b1d7b5da119a98b65f159f59f4f5cf23015d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559334},"components":{"alpha":1.0,"bonus":1.0640505744559334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"43c102fa3bb0ea575b3aafcfdf002251cb2f3b5709a3e04b91836909354d5cba","formula_version":"titan-u-contract-v1","latency_ms":23.1865839999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307172411226,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_103","prompt_sha256":"3a0bf5fa608a570cb71ba3c91567437ac151de9a742d989e82dc2c9332694c44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650487408154146},"components":{"alpha":1.0,"bonus":1.0650487408154146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650487408154146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"be2e38c909c8fbff2e550e93b35c4ab0590628cf35146502aafa250b708f935c","formula_version":"titan-u-contract-v1","latency_ms":23.82191699999936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317154074820811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_29","prompt_sha256":"ccd271b56ea4deaf906b4b2095f83f59866e005c24a529bd59814382b59042ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069654},"components":{"alpha":1.0,"bonus":1.0638064064069654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc6eb6002a5831dc85200993c17c1e9ab2c0bb32c158b88d3a041f23f78f878f","formula_version":"titan-u-contract-v1","latency_ms":23.803958000000236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_105","prompt_sha256":"35158ce58f89ef3221cc6f2e556a883ad41c3f308b94b94a4e7d57ff427dabc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647900174447542},"components":{"alpha":1.0,"bonus":1.0647900174447542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647900174447542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4887,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a64e36e6030736e010c41a0de25476a3b931a557ce1f3843ae17d3d053355f7","formula_version":"titan-u-contract-v1","latency_ms":26.792791000000094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314566841114208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_7","prompt_sha256":"c396f687003ae07b5de2cd96078e9a10bd652317daa68f44bf6ab6921924c889","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645458098409857},"components":{"alpha":1.0,"bonus":1.0645458098409857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645458098409857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"a99da2a6236dd2e403e754e74020d6bdbb17f49d58285eea49de9320a51714a2","formula_version":"titan-u-contract-v1","latency_ms":22.12075000000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312124765076522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_16","prompt_sha256":"3da1c14d55b4b45cde1c681b301ad6f504c06bc7ba525547a8b076e144ea1dcd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"14cd7cc58155cdfdd962f4fa8da50dd59ee1ba5de1f17add89324ceb577333c4","formula_version":"titan-u-contract-v1","latency_ms":24.948750000000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_93","prompt_sha256":"7d75e553bc0f44eef42bbed23bec5e5b828ac9c593d7d0e42a0a88b3aa3bcd2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181531},"components":{"alpha":1.0,"bonus":1.063972876181531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"55751e8ce988ab4df00232ea4e0a2b9a0a7c68ca4d52b70b58e13b75eba5a09d","formula_version":"titan-u-contract-v1","latency_ms":24.17558299999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_4","prompt_sha256":"7996d30d57297d9b5a83d4e255ebd55852ff2ca899ca57a1c4529b992129f896","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06399022331622},"components":{"alpha":1.0,"bonus":1.06399022331622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06399022331622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a7343b35f1d0e10ab6636b13851cef6ba1dceadcef2c01f463aeb9ca6e0a8bc","formula_version":"titan-u-contract-v1","latency_ms":27.663458999999335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_41","prompt_sha256":"8092d15d0e924ffc7a777fbc0dba7defc5c9c5a60509d4e9dc5c5ef23d534719","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461717},"components":{"alpha":1.0,"bonus":1.0637880758461717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eec0c642865096bea11857578d82daa37abaca3d4c1519e3ef5ff21be914ef0","formula_version":"titan-u-contract-v1","latency_ms":22.635332999998425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_77","prompt_sha256":"473137269e6bd4f5cfa97a43260144ffc5a904d78590959fa0fff8370d0701d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064582092301951},"components":{"alpha":1.0,"bonus":1.064582092301951,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064582092301951,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"d28bc86bcdaee4e8efa441a60551b1fe7f443fcdb672e3cb7ba653295dda1085","formula_version":"titan-u-contract-v1","latency_ms":26.45533299999947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312487589686177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_80","prompt_sha256":"3a51ba8956bfdaede00d88e0e9f9ce024d05920da4bce7c2228f28289b756cdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c408fcf1ee8efa1494772b323c791a6b6a70b8b2aacb8e82d8f8f969c9be6d1","formula_version":"titan-u-contract-v1","latency_ms":23.811959000001437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_32","prompt_sha256":"7e880e281be30a755afc9d56f7294cd6aea0c5d3a76303dcb5d99e25901f49a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064288626853637},"components":{"alpha":1.0,"bonus":1.064288626853637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064288626853637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"81375e8928a720c356a5a544e6cb89ad2ac313d468099585d6a068c236738b6c","formula_version":"titan-u-contract-v1","latency_ms":26.598292000000967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_90","prompt_sha256":"bdce167db714292bb9bb8829c52cb408503bba01441b7f07a942b99deddfec1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a4cc9273c78dbea2f76f23d58db97596d4d4a30a6079b10c81f2cd8dc9ca34b","formula_version":"titan-u-contract-v1","latency_ms":22.616833000000724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_91","prompt_sha256":"b9510a8c71b07ffa3ec07abd9da8f9e8ea788e97b14cdf4713cb2dfa2f1de319","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064980985745755},"components":{"alpha":1.0,"bonus":1.064980985745755,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064980985745755,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4926,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d3f10b444e18fbb48307123916e5997bc88429ee1cf5d2abbad63bbecad2af2","formula_version":"titan-u-contract-v1","latency_ms":24.61324999999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316476524124216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1742","prompt_sha256":"aa21ec6d570d2290364da3f59d111d5367cbe28eba55f144b356f0f00b6e637c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460272},"components":{"alpha":1.0,"bonus":1.0644139232460272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac4109b823b5002599f2471b1ddff32029393aa2bf6998baaf2d850073320c8d","formula_version":"titan-u-contract-v1","latency_ms":25.02770899999973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310805899126938,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_436","prompt_sha256":"b4cf9dc6aeca6fef3138517f42c7278b650070d6b4237ebb3d7c0bd33f7f3b11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"d65d629ac36ff33d2a54e851e31f575dafefba0c9845a6f33bc92f266cc7a522","formula_version":"titan-u-contract-v1","latency_ms":22.498708000000534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2102","prompt_sha256":"810554fb67a8a260f68252ac32783a8199f14c09d318c8876405796c23a1b753","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661551},"components":{"alpha":1.0,"bonus":1.063734668661551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"35532d5f16f96c7729cede5c00ad497713dd5aee3003582f77ab490f72245e64","formula_version":"titan-u-contract-v1","latency_ms":23.998709000000673,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_158","prompt_sha256":"e8c7421af0e34c9b49ed38c4e0ab4ef5a5123f4f0ca78c021d8cb3a766a7a3ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187368},"components":{"alpha":1.0,"bonus":1.0636536237187368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"eec4f46e039cb19b5bc5d504465e5da837331c4a3df3a856e66d5b943dcaee6f","formula_version":"titan-u-contract-v1","latency_ms":21.822542000000666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2851","prompt_sha256":"3c43918b06524127ef4b3d1f1647a74bbe247eee0d69f75cd1ec6ad3431c73e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"18599e7cdcf4af6a2b730fd0b557dea8205db6a57e3d975ddf279e8224f4c438","formula_version":"titan-u-contract-v1","latency_ms":22.74824999999936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_827","prompt_sha256":"16dd941c25626bc07825e46012b2e5cd513c8acd161fa4a68e1c19762a5137a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064032604205576},"components":{"alpha":1.0,"bonus":1.064032604205576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064032604205576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"516dc6fa78fa1dc8172082b9f72210ce073818cef9709b799ce94a9c32726bdb","formula_version":"titan-u-contract-v1","latency_ms":24.716040999999578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2092","prompt_sha256":"d6d7ed769ae61df6da217bb8a0311d70f7333bd147897567f9adb3157bff1ddd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f21a5a8d8dcf127ad599a14ad79bed0e50fbfaf9993ce1a3158011cd689d299","formula_version":"titan-u-contract-v1","latency_ms":21.878666999999297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1619","prompt_sha256":"34230f425972fb9822c4cac8a3f5efab360e10f09e6bf38c6cba2d49711d158e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648342924194825},"components":{"alpha":1.0,"bonus":1.0648342924194825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648342924194825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4897,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b8c48edfd1ce2b47bf4b656765e7b02803d9006a70a894f921ba334716622da","formula_version":"titan-u-contract-v1","latency_ms":25.52033299999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031500959086149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_782","prompt_sha256":"1f2606cd3a9c077cbc7679ca59208712f59846994252db69d935d11e5d9f6496","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447357},"components":{"alpha":1.0,"bonus":1.0649246195447357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"55d841ca460282dcb3a00deb519afe549e01ea6f4cddf5faf632cea9262f247f","formula_version":"titan-u-contract-v1","latency_ms":24.380042000000657,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315912862114023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_630","prompt_sha256":"f98897148398ae11a6f47e47cf7b3675a91f59e0fe8bf86653f06a789b406d1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"a408c60d4ea4865485840f90fa23b814a8bc74f3f6b3432fa10d6f7cbab5fac6","formula_version":"titan-u-contract-v1","latency_ms":23.289915999999522,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_348","prompt_sha256":"de0fc6dbe50224fe058d4b957719296c33627086b7b1aa7cc32f8fa2e2ceeee5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"7aa2f2b8dad6509feabe58203a58e31a7fcf5f2f7fa04ca67997ac24c2e9da6e","formula_version":"titan-u-contract-v1","latency_ms":23.61904199999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1215","prompt_sha256":"89cc4b398b7b726b2f2a3964f6c5ca08098b48472a6b5bea2186aba9e545a698","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733381},"components":{"alpha":1.0,"bonus":1.0638094871733381,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733381,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"c56939e68a0ee1f34f60fdf4834a304beb510729a54ceadae8317c96aae5c5ba","formula_version":"titan-u-contract-v1","latency_ms":23.479499999998765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400047,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1606","prompt_sha256":"5ea3b6b3a5e6091c563a54382140391c4378f561ec147cc5bddf8163e793552e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792662},"components":{"alpha":1.0,"bonus":1.0637760021792662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf6fc42be63005b5ae24274068f5762fc2fc98946d0fab2345f127571f28e0f5","formula_version":"titan-u-contract-v1","latency_ms":24.983541000000997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_84","prompt_sha256":"6db741f45456d3fba7073bb8f9e84da1d5f5ba197915b19901f8853542799da8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063767023953083},"components":{"alpha":1.0,"bonus":1.063767023953083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063767023953083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ba1745468b37394f508dc98136737c68d9ea916f0e8c875787c6a94e1d87bfd","formula_version":"titan-u-contract-v1","latency_ms":23.665540999999735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_202","prompt_sha256":"4a13699b4490eb89f959f3684bb3c0ba95f49400cec1e4ebac6c8ab240259f3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208165},"components":{"alpha":1.0,"bonus":1.0639488981208165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"12183dbdc351eaa05ac543753576004a3f17cbdea7d64ef3c1201b6b66ec05be","formula_version":"titan-u-contract-v1","latency_ms":22.066209000000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030615564787483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_59","prompt_sha256":"004f01dd573a81300a5a5c23c811a553f20a152eb47cc24407a2eb0eb6245d2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375116},"components":{"alpha":1.0,"bonus":1.0642603395375116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"add41e319bf39c74ff5bdd4ee8676e431eb3ac70008205d00cd3cfb0492bb6e5","formula_version":"titan-u-contract-v1","latency_ms":23.254749999999547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_511","prompt_sha256":"54841784172d678649c225ba25229e6bf1a1321d16d5a25a94945abf2d0b68d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519664},"components":{"alpha":1.0,"bonus":1.0647608299519664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4881,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e13e93370e9e40e04732ae5c6b09011e3dbcd2e09dc63ce4507c4d27ec05845","formula_version":"titan-u-contract-v1","latency_ms":26.019208000001015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031427496618633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1697","prompt_sha256":"64e90aa5b28af0af00bddeec8bdfb2adca7d1be58d6f15980f6e70d877b39731","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"b33781e1f21696e489718ec8f94b1c4bdc8de0724a45de490c851672a6d4c852","formula_version":"titan-u-contract-v1","latency_ms":23.282916999999514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_326","prompt_sha256":"87a001df76d5b6bfeac254886d86571ac482b349ee98bf1721a215ad12ef8bac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"0736654215ff17a87564172cc19193afa381189bf9d23e6a5d0c5eefc7e10f23","formula_version":"titan-u-contract-v1","latency_ms":25.364417000000472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1816","prompt_sha256":"94420ad37f8e621b15c364e009168a56dfe3647ba4cfd315824e876356dd6683","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf0180b0d79c63a0622991690273d9bd6107eb7ca4a1e5a2061a1fa8d660fe34","formula_version":"titan-u-contract-v1","latency_ms":24.00141600000083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2323","prompt_sha256":"b278c8eb111a8aa1b9a983e24371282431495ec27a61a9f1d003bfe2d9780a95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"6987017b4180b16cbd98b169260cb346bf4d3d43e632a98f53df0999f7b801db","formula_version":"titan-u-contract-v1","latency_ms":24.762958000000168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_643","prompt_sha256":"67e2cfea538208c1658dfba230516059ffbab429e34bed8a1de86894bbc31253","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e483e7a5f2e30953e0ba7b2e11761053a52cff478454de9d7ebb98c85b6fd13","formula_version":"titan-u-contract-v1","latency_ms":23.358041999999912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2727","prompt_sha256":"206ee973c02de4965fe1bca8a87c06a8fee1664ad09b07461d38939b8b5135ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"83161ee518f596e368d4fa01d23da251c893b172cd11409669eb121ba070e86f","formula_version":"titan-u-contract-v1","latency_ms":23.49166700000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2072","prompt_sha256":"11aba84bc15be5309ffa24de3c2acc665371189fba1ce5135468e6744dff24f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064317273096937},"components":{"alpha":1.0,"bonus":1.064317273096937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064317273096937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"931a858c693a732e2c7896ff0ed4af4a43484cd066b019785dc2f97815f2502b","formula_version":"titan-u-contract-v1","latency_ms":23.618875000000372,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309839397636036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_985","prompt_sha256":"0b9bc57457f1141555ca5df40adcfd8ebc9386d35e859e96fe641f822a12394b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815178},"components":{"alpha":1.0,"bonus":1.0638661951815178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"d02f66674127b2d658ddb5a3a6e8828df289cb3ce6a84ea611c14208ca5bb645","formula_version":"titan-u-contract-v1","latency_ms":32.702083000000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2010","prompt_sha256":"bf8c732c7005ae3f3b8afbb0b8025bd409946ae26f541a078860a507527a6a46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945873},"components":{"alpha":1.0,"bonus":1.0636808731945873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"19c1fc8cb62de64fb8e00a9ed00bb2ee8b1e8b0ad282767bf337dcb187c955cd","formula_version":"titan-u-contract-v1","latency_ms":31.421374999998974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303475398612538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2581","prompt_sha256":"dc6b9c30416b8870b7af67eb61c14ef3c5046fd73b8dd71693b1d2883d367f47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404678},"components":{"alpha":1.0,"bonus":1.0638758775404678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a9075176b90aceb681ce7985bb76086e9129dc934fa6bdc7701e7dbbd5e826b","formula_version":"titan-u-contract-v1","latency_ms":30.65233300000081,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1362","prompt_sha256":"40c58742bea496984ddc495e6a24c939d49fc94914cc02e012b30bb02993c5de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a518011c24a0b28db99078f0bf70b089671f138a88d4cbbb0c44eaf6a55e565","formula_version":"titan-u-contract-v1","latency_ms":33.42766699999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1005","prompt_sha256":"dc56e2316243fa67ad1ecf680c136cce985ef22cd0ecf83d23a7457609f50643","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866836},"components":{"alpha":1.0,"bonus":1.0637551556866836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbd4db61d812a9e7967ce7526e1956b3aaa97968d70b97bbe00e05a2b1867983","formula_version":"titan-u-contract-v1","latency_ms":32.24862500000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304218223533501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2366","prompt_sha256":"147907c7c8d5da107e856d9175926009a501febedd36e587ea7c28e3a9d7aeb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb9b319f2e5be930835f0ddd4d16487f899cb0fe1e292806c8333e625a3855f2","formula_version":"titan-u-contract-v1","latency_ms":40.682832999999974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_853","prompt_sha256":"1189c4da0fa5cd37f1f8557ac716538e65f5e5ac0943849a1175f0176080526b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427312},"components":{"alpha":1.0,"bonus":1.0638533880427312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"449d9aab7f56de880ccb24f224efc0da1b7464c2f9b43c443af7812c60746a35","formula_version":"titan-u-contract-v1","latency_ms":41.962749999999716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2346","prompt_sha256":"5e1f20af5a7e05674ef3b372f7f2953869f71c8ebd64ba7825101ff872c4ac61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7d5ff918f6ff358a2d07897f6145402d2d0cc65510e9111a554f3a1a6fd4432","formula_version":"titan-u-contract-v1","latency_ms":96.11654200000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_419","prompt_sha256":"d83319e7ac003fb743145d5434525ca81782a40a3c826a1ebce5a5260fa093f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"23751bb4ef3048db4acef289d27475a70b313d714acbab4eb4398fac6f8fbdc1","formula_version":"titan-u-contract-v1","latency_ms":36.97387499999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2546","prompt_sha256":"950faf57eedba0fafe707e581571b3db52f6499a442a58422ddcab5741ae1c2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443527},"components":{"alpha":1.0,"bonus":1.0641093106443527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"856d3e1c0027791ba8968ac9d75e0ae313c67823c4302faad452b7ece2d7eaa2","formula_version":"titan-u-contract-v1","latency_ms":24.252000000000606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1201","prompt_sha256":"006f9c756418b366bc6513a97905439638c0ad75736fd4fe154c235780e5b5cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d5319fddd9b98db77d709d57fa639af1f0b0559768b75f032b7c2d8c47cc18d","formula_version":"titan-u-contract-v1","latency_ms":22.976709000001705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1494","prompt_sha256":"d0ea54808154d7c7e20e5bf4c981eaaec0a141f735a9587a8abf490456900fde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ccbe887e0bdde5d17688177a27a9a5faddd1def3a8fe1fc97f7d73a23823463","formula_version":"titan-u-contract-v1","latency_ms":21.90254099999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1298","prompt_sha256":"6846e587ffbc2a79e1e5967cbbbe2fa6e8db8e340ff2737c60d4f2463d21a53c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640007195721253},"components":{"alpha":1.0,"bonus":1.0640007195721253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640007195721253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccc3f1b886d8d5ee2f50fc7a90b5ecd93afa7a259264047c66e5c3fab47608ee","formula_version":"titan-u-contract-v1","latency_ms":22.02370899999906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_145","prompt_sha256":"27061fe56a0ac0b9c8609f69edf1e1e60aceec8240c78759b03e9cbfad6bbf0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"fad800be686b5fc1c36e46959ecfd531ea378a8edbbbb0bcfc199cedcbd3ee48","formula_version":"titan-u-contract-v1","latency_ms":24.02100000000118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1054","prompt_sha256":"eaa8be6bd0878fdaea8b6395b1817fa0563edcf350938e3190825a5a1e34a1c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208839},"components":{"alpha":1.0,"bonus":1.0642724187208839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"1511bde75e7c610ca4605112aa89efab0e021b6249f3f5ea32f0358514f40c80","formula_version":"titan-u-contract-v1","latency_ms":22.9432910000007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1309","prompt_sha256":"b48a1549917206731eed5d6a894c34c6aa3505683d3e04ab2969da9e2f37358f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624348},"components":{"alpha":1.0,"bonus":1.0639523015624348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"aae40ae835ffdbbc85725e9618d341a7fc898baa219668dd4df9c30e19b9fbac","formula_version":"titan-u-contract-v1","latency_ms":26.63508300000217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_793","prompt_sha256":"e5abb6863944c5d14d01cbf83591c912b36240699d29357faa4c5a7f1bdebeff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064181496650125},"components":{"alpha":1.0,"bonus":1.064181496650125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064181496650125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"35e0d708c7f36644b8da944d4ccff805817a07564d068eb578dc715e915c9e93","formula_version":"titan-u-contract-v1","latency_ms":22.922291000000428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1227","prompt_sha256":"7c5bd7bba013158e3ba7f03417d25be3bf5d623aa504912e92ec151cf1c7ac2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641167845918034},"components":{"alpha":1.0,"bonus":1.0641167845918034,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641167845918034,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"51863369dafcac8f321045f99ba03018e2b4a2d373593f97ae8f6b00a1780f4e","formula_version":"titan-u-contract-v1","latency_ms":23.48724999999874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03078345125847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_433","prompt_sha256":"f1d2bab93f83586b176d97a421fee58c2635c740a0de015725fa86e64dc16efa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155886},"components":{"alpha":1.0,"bonus":1.0642284507155886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"a60bc0e39be66b783b424d6d2d56a9802c8f1e32f1cb9f1fe055324d8572a967","formula_version":"titan-u-contract-v1","latency_ms":24.318957999998503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822551,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1822","prompt_sha256":"9bc2ca716314e062e2a8595a6e8b88725ef31d641113444b72b56aeceebcf784","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"64aa2bf2860c0106f92bd59603c4082c7b421b440066d993ed43680b2735cc09","formula_version":"titan-u-contract-v1","latency_ms":23.20066700000112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_188","prompt_sha256":"7fe8938b8266ff14e64af0a17a5ac7ff2003564a89917d443f5f4b4bec75e8ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645323246912233},"components":{"alpha":1.0,"bonus":1.0645323246912233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645323246912233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4861,"eligible_count":122,"excluded_count":18,"feature_sha256":"b36a479a4d07ff303121c8ab3e7aea2c2b8b17be10459a25e47f5bc7ad14e4fc","formula_version":"titan-u-contract-v1","latency_ms":24.149291000000517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_152","prompt_sha256":"67cc697f62070567d30985430947a8770686455a8c687f4b5c1dfe8a7b6c4c6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645278442812098},"components":{"alpha":1.0,"bonus":1.0645278442812098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645278442812098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4831,"eligible_count":122,"excluded_count":18,"feature_sha256":"90b9ee7116f4e0146eb6ffbfcf4b817f3dedc105a311c8b08c68dd384358c807","formula_version":"titan-u-contract-v1","latency_ms":23.492833000002378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311945109478764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_70","prompt_sha256":"c836a991dd9192b09a66e7b3f277c24575c5a4583525d8f358cd6d076c7c6eaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292172},"components":{"alpha":1.0,"bonus":1.0641318204292172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a49c3f44ea19b07648843d9f248a33db65ffce919ff49ed3c1f46cbb5afb30d","formula_version":"titan-u-contract-v1","latency_ms":22.779834000001387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307984870958837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_126","prompt_sha256":"5bfea35db852142256fb38a58240895b814164eaafd7726ea7bc59493c5eaf21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891723},"components":{"alpha":1.0,"bonus":1.0637317712891723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b1f050a9615d3d4541aad78fbe3533103758bd90f06ae1383efd48328554cc7","formula_version":"titan-u-contract-v1","latency_ms":24.182249999999073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_340","prompt_sha256":"ac2c9f203e237ce74c510a94a35536ad098bf870a345dad30572e8617e31d00c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915805},"components":{"alpha":1.0,"bonus":1.0652043377915805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"28bd376fa90bfab82d7d71c4499410a9545e8765428f033e8c6ce306481e4190","formula_version":"titan-u-contract-v1","latency_ms":25.03437500000061,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031871004458247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_189","prompt_sha256":"e3a17640d4dcdf4ddb5a9240fa724c2dc2ecffab06fef381ea406ef0cb4e517d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130046},"components":{"alpha":1.0,"bonus":1.0648992910130046,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130046,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4909,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4fe7ec63619aceacf298a71d2cbb8da49aa2adea0fe79705b48921d8b66e63f","formula_version":"titan-u-contract-v1","latency_ms":23.77025000000188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796712,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_215","prompt_sha256":"05a56cc3bb582a4c685d42758e750ccb5d13df4adbccb993a30ce64190284c75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735503998},"components":{"alpha":1.0,"bonus":1.0641737735503998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735503998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee23856ac9a5d0da2bd78f85d3605fdce34afcb731b6f7c8f502317bd7677d57","formula_version":"titan-u-contract-v1","latency_ms":23.683292000001188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170663,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_320","prompt_sha256":"69af263560dbd00b57d949d35c92961c7f2f7abf5cec8ebb57bc15e931d34ffd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a09d67bc2119e8e0e3478e93e9081260c4e2268ad886470879e56f88d93659e","formula_version":"titan-u-contract-v1","latency_ms":22.319040999999373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_248","prompt_sha256":"3f917076595486c48a484c8fc17558155d36bdd95c2c3a0556f93169139fa18e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180658},"components":{"alpha":1.0,"bonus":1.0644571533180658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"128f723dbca7e499261e58acb79466ef3cb4e338f74a37be159469be6f9dbc43","formula_version":"titan-u-contract-v1","latency_ms":22.011624999997537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311238199847323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_98","prompt_sha256":"7033f24a07152ff243ee2fe9b03f39b4ccc24b20755fb345ac0c9eda72ee5405","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644615165953628},"components":{"alpha":1.0,"bonus":1.0644615165953628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644615165953628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4816,"eligible_count":122,"excluded_count":18,"feature_sha256":"3871fa1ade77827807eb05f5e1abc1f892e27376c671a0b5242ba1272de3ffff","formula_version":"titan-u-contract-v1","latency_ms":24.42512500000049,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311281832620294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_286","prompt_sha256":"0f87ad8d70347e515e803abda90a603f07c72db0f0d959fb5813d0a7812ba328","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191182},"components":{"alpha":1.0,"bonus":1.0651338274191182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4954,"eligible_count":122,"excluded_count":18,"feature_sha256":"195af3952950b4f6ee4e1cf33d62f05add01b16c4b9ad700f47e6202251000eb","formula_version":"titan-u-contract-v1","latency_ms":22.990749999998172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318004940857848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_119","prompt_sha256":"a4aa78d8414470899d97d574ccf1bc31cfc05de19734289c4f01a444fbbbc7fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645866605460073},"components":{"alpha":1.0,"bonus":1.0645866605460073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645866605460073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bc27a699288614d35a5315d3415d228cb821515ae2f6744f8dfbd02bf8f8a2f","formula_version":"titan-u-contract-v1","latency_ms":22.85241599999921,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312533272126738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_208","prompt_sha256":"8d1fda995ea6298a8270823cd5d83c7822b3dd254ffa5f08bfc14e1824947395","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"d984150eef88f4392bcc4b2b6a28425f0d5f11342635730adc21714b9cf43d83","formula_version":"titan-u-contract-v1","latency_ms":23.127666000000602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_337","prompt_sha256":"c7eb02bbdaccd4822a2b63f88b3cf245ac3b868d23a31ec2c9a15403b577da5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e77d8d861265669fa318d37f58f8d63bff52ca183d5628a014535af3fd20db0","formula_version":"titan-u-contract-v1","latency_ms":22.31808300000182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_240","prompt_sha256":"fb5546a763dba8826ef173bc53d16c26e02d084e1427815cdc80aa0c7a65711a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064379866401089},"components":{"alpha":1.0,"bonus":1.064379866401089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064379866401089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"31faba4f59528c7eb653c7862d1f1e56d13a31da036f2f894831c721177b71d1","formula_version":"titan-u-contract-v1","latency_ms":22.180667000000653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_254","prompt_sha256":"a05bb87ace0afc58b722ccf29d84dcbd13738cfaf0707615fb8f6150b04e6b1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461724},"components":{"alpha":1.0,"bonus":1.0637880758461724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b84840706f33c36997f7ac4186b5487fd07cf81b24e017352a7ac71a9ca2f0b","formula_version":"titan-u-contract-v1","latency_ms":22.760125000001352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512839,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_324","prompt_sha256":"30b08bcde732ada84e496ddc99515c9361eae700de9ea434e0da2244fdb72ac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670297888590083},"components":{"alpha":1.0,"bonus":1.0670297888590083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670297888590083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5248,"eligible_count":122,"excluded_count":18,"feature_sha256":"096c48db8fae3c3e89e2f99e96538ef58896afac85ec6f1f646340f5a4cc6d07","formula_version":"titan-u-contract-v1","latency_ms":24.402874999999824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033696455525675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_147","prompt_sha256":"4a22b76a96aef6107163a9cbedc498df1c7148cb3b5c7358554d38b3d56c0a06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6aeadffdfcd4a5e1dc56d680f313e6208a55c2cbddacbd7f252e31b2c205f07","formula_version":"titan-u-contract-v1","latency_ms":23.08862499999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_33","prompt_sha256":"fd603adb0ed2bffaa3b4703a5bb28c25815de1b5d273486526e2f3cb6c5c08af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064169922991626},"components":{"alpha":1.0,"bonus":1.064169922991626,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064169922991626,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"80cc8638f19c18aac693127f3bfa878c5948ec57e61f9791439b4c1b900c0740","formula_version":"titan-u-contract-v1","latency_ms":23.001250000000084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582925,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_14","prompt_sha256":"703dbc5e1dd81fbeef8943bed52f6c8c0c85a4abc6173e486215893a76d20d4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.088411144886205},"components":{"alpha":1.0,"bonus":1.088411144886205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.088411144886205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6864,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb07772d714c892b76713eaf69b135dbef1b5a9bbbd5ab8aeebe38af9d442d1c","formula_version":"titan-u-contract-v1","latency_ms":25.318415999997512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0550778115528716,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_927","prompt_sha256":"5583ec727b5148db59508920c73771b49dfbecd206c2d847f268f33bfb056b8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1656133343920272},"components":{"alpha":1.0,"bonus":1.1656133343920272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1656133343920272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7875,"eligible_count":122,"excluded_count":18,"feature_sha256":"98ffb0c29d67af615f8fc09046620ad0cd01e11db4466c675df858f6479d709c","formula_version":"titan-u-contract-v1","latency_ms":25.127917000002498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1322800010586938,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3282","prompt_sha256":"fd0198e2807b36c72a6e9b196123ef6db2599dc510302465a8cd81bc0977f6c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0900447381873826},"components":{"alpha":1.0,"bonus":1.0900447381873826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0900447381873826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6945,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5f8c3b1a556c896793a2e6ef75a9897e26ba885b713079a67eb02139b657c62","formula_version":"titan-u-contract-v1","latency_ms":25.918292000000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0567114048540491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4102","prompt_sha256":"8e32e0804b7ac9a193ae71f03596ab4a4d1188eabfb0903401aa54d27e604fb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075},"components":{"alpha":1.0,"bonus":1.075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6020,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb417ad5868e23896fd8030daaf795466eb7bf205e14209de208c3635a3da204","formula_version":"titan-u-contract-v1","latency_ms":24.69754200000196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416666666666665,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7964","prompt_sha256":"c99c0c1aede7e3412f26f0260da24d87d3f1739c9e396164ffd476262c753c06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0974629834304208},"components":{"alpha":1.0,"bonus":1.0974629834304208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0974629834304208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7325,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec4edf621ddcc391412d30847f39a52e22248ce44593a4d29e37870745df71e9","formula_version":"titan-u-contract-v1","latency_ms":24.87245800000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0641296500970874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_533","prompt_sha256":"e93e2daa8cf012aea3804ffb7f0fcaf21faa90091c84e8f56c2557c7dc75c481","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1119353377388903},"components":{"alpha":1.0,"bonus":1.1119353377388903,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1119353377388903,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7920,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef0df0bee43e821f60589bf101c380f588ec9c1fc7fb1548ed48e42ad77262d7","formula_version":"titan-u-contract-v1","latency_ms":24.12933400000128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0786020044055569,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5022","prompt_sha256":"fe8951cb42e07dbe67e4531c986e43ad2dfb0f0c5b48855adcf9c748d1a38bce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9265,"eligible_count":122,"excluded_count":18,"feature_sha256":"372dc2277bd1bc3647b5ff2cf7fb07eeefbe533bff89110882895f58cde99a37","formula_version":"titan-u-contract-v1","latency_ms":27.483458999999044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6978","prompt_sha256":"1c550b9ea42a082fdf11f0d1d0c23ce493eec8f66ffc20796a86c50546a3768c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0739262660909255},"components":{"alpha":1.0,"bonus":1.0739262660909255,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0739262660909255,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5935,"eligible_count":122,"excluded_count":18,"feature_sha256":"0abc449279f8af136d68f9ebd9a27dcd06064685bc8e5feda4f99837ba5b84a8","formula_version":"titan-u-contract-v1","latency_ms":25.658666999998303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040592932757592,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4708","prompt_sha256":"c2725a6091022d10d16194b3d6047a9c129556ebb6a2370bec6797823925d32f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079091414686448},"components":{"alpha":1.0,"bonus":1.079091414686448,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079091414686448,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6306,"eligible_count":122,"excluded_count":18,"feature_sha256":"274f2abd03973ec5686c120a2fbe8fdc82f3cf6983af39fc448f9119f0234b66","formula_version":"titan-u-contract-v1","latency_ms":27.18450000000061,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0457580813531147,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10085","prompt_sha256":"69e55fcd40eaa6679967b264f01b3d43eedb8fbbc39e8f806de22fdb2f3629dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8306,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbf93bdb835388c96ca0f8b549245fbabab671e1e512179a4cb7a284396d4385","formula_version":"titan-u-contract-v1","latency_ms":25.13104100000163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8269","prompt_sha256":"9b65b5d39db2f086d8e41961a83e28f57d0d7792b78bedc95b061287289a1fce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0854171001278725},"components":{"alpha":1.0,"bonus":1.0854171001278725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0854171001278725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6696,"eligible_count":122,"excluded_count":18,"feature_sha256":"63af7c78bfbcf0daf60239039ec7f18158e069ed04536c4a7a05d8a1cce42ffc","formula_version":"titan-u-contract-v1","latency_ms":25.792625000001124,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.052083766794539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7447","prompt_sha256":"b9cabc1e548d4b1757b9d744f13f11eb94d6ab13c41b0d240931acfe52ec80af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718286105121932},"components":{"alpha":1.0,"bonus":1.0718286105121932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718286105121932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5761,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac63b235066a68375ad99969bb53e3b29b7c079076cb605f959660f5241ba71e","formula_version":"titan-u-contract-v1","latency_ms":25.142124999998572,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0384952771788598,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7594","prompt_sha256":"7b5fb6863515acf4b2132369553255b8cec209459d963cf9bed07ff0eb11b4c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090870122883563},"components":{"alpha":1.0,"bonus":1.090870122883563,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090870122883563,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7020,"eligible_count":122,"excluded_count":18,"feature_sha256":"805f7b395548129cbbf6d90e81d1265bb1aa2971a095cde66431be5a36a59c12","formula_version":"titan-u-contract-v1","latency_ms":24.07720800000135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0575367895502297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1683","prompt_sha256":"dee8439edfcb4dc9ee91cd31b67ac55383885a8ad2049cb2abceb23e1f02eca2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8281,"eligible_count":122,"excluded_count":18,"feature_sha256":"720d80acd04bc8aade15c01ffc4c39394f99b5d1fb2202b48f8352d409745902","formula_version":"titan-u-contract-v1","latency_ms":25.08216599999713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4540","prompt_sha256":"b61dfcf84354042ca788c950fab1e28c17f6ae97a2726523a1f6faa375856771","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1147955109570546},"components":{"alpha":1.0,"bonus":1.1147955109570546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1147955109570546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8013,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ccc85313c71b98c3cf6b3af8070da173896861d77d68c3069eb89fde6e3ccb5","formula_version":"titan-u-contract-v1","latency_ms":24.481791999999558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0814621776237212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4347","prompt_sha256":"4e280f319c0a9bd8861653d11c3fa000c3e8dceda4b413e0e0451e986bc00fba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148282},"components":{"alpha":1.0,"bonus":1.1204072920148282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8839,"eligible_count":122,"excluded_count":18,"feature_sha256":"4309140376a64c590b4cc3f097ad9a99816b46ac780da1284eb1ca213567087d","formula_version":"titan-u-contract-v1","latency_ms":25.56229099999996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6829","prompt_sha256":"0e66915fa0c949d35b7ef07471118fdfed9564a32c0c6cf393c803458ed14eb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073022032043145},"components":{"alpha":1.0,"bonus":1.073022032043145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073022032043145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5862,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fe0f945dd43a54cb83af98223bffc774ca56c145d46db46439ca008f26769ac","formula_version":"titan-u-contract-v1","latency_ms":26.699374999999748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396886987098115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2820","prompt_sha256":"9e74e5dd4c1f1ef2646e740cc2d00a48e2ade9f56c6652072605dab3443a1469","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730100804803746},"components":{"alpha":1.0,"bonus":1.0730100804803746,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730100804803746,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5869,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd14fcdaa54e54f1f129ef9d2e0beee515daa9e357139bdaf80d4827c22a7935","formula_version":"titan-u-contract-v1","latency_ms":23.89699999999806,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396767471470412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_131","prompt_sha256":"be1f1f24ebe5c0c2543728138368fd04214e343cada8e825f8f259ec8377fb59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0966563136701033},"components":{"alpha":1.0,"bonus":1.0966563136701033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0966563136701033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7259,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e352f679b740357c97f684ac8e48f0954df7baf4f0c9e998c5dd746a6bc337f","formula_version":"titan-u-contract-v1","latency_ms":25.572707999998556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0633229803367699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8215","prompt_sha256":"248da9884b4dd402a34937d8af3ea6cb0c92343c3601d6b1f96694c0ecf0c3d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.101864985065094},"components":{"alpha":1.0,"bonus":1.101864985065094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.101864985065094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7500,"eligible_count":122,"excluded_count":18,"feature_sha256":"b30d8e33a59f1da0f9cfc05ca7163b495e8aaca04551b92055fcdb893a963faa","formula_version":"titan-u-contract-v1","latency_ms":27.855625000000828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0685316517317605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5323","prompt_sha256":"ce1d49853d7cd82f96ba44cb84ee9ac23bd225a6f84eb507eaa24a5a13911733","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738390569878244},"components":{"alpha":1.0,"bonus":1.0738390569878244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738390569878244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5927,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6c5b2e50f0adffb4b6028e6c2e408349ce4cfd272066b3f67a022883b4a8e9a","formula_version":"titan-u-contract-v1","latency_ms":25.91254100000029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040505723654491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6786","prompt_sha256":"e8a1e0331ca63564aee9a347189d0ac793762f0ebc4d8f600fe4b46de80c8c69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0901423681393636},"components":{"alpha":1.0,"bonus":1.0901423681393636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0901423681393636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6954,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2a52fc79c443a5a80f8b8a631c27a0b6d4e2cec85ef142b4b97104065ab0d67","formula_version":"titan-u-contract-v1","latency_ms":25.989624999997574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0568090348060302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9563","prompt_sha256":"b9fab00c3e8c401f96515d583be8c33b02031cced93fdadaabae9a0093c051dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8337,"eligible_count":122,"excluded_count":18,"feature_sha256":"006864cbb7bbaea03f1588fcd88aec2c0b4e86b9574731ca89a914de34b79f40","formula_version":"titan-u-contract-v1","latency_ms":25.91091699999737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9378","prompt_sha256":"1127df8ea703989b397f966944cec4f0a363d756fdbcd7333eb6fd5763ca9192","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775558135196521},"components":{"alpha":1.0,"bonus":1.0775558135196521,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775558135196521,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6212,"eligible_count":122,"excluded_count":18,"feature_sha256":"127d86b114212687595a517a92b2e15291dcc27e38adddbb06c9d7b27c08895f","formula_version":"titan-u-contract-v1","latency_ms":36.99987499999935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442224801863187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3933","prompt_sha256":"7e735973ea5c1e04e21da663f28bba2e64ce2f8728c96afb9dd7f025b2812760","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1104189665392066},"components":{"alpha":1.0,"bonus":1.1104189665392066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1104189665392066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7853,"eligible_count":122,"excluded_count":18,"feature_sha256":"24f8869fc2ec0310ad4b326b46ef9b70b00b1788b625573f75e4a3ba9a23ce01","formula_version":"titan-u-contract-v1","latency_ms":43.29800000000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0770856332058731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7107","prompt_sha256":"64edda3794a79a9a3a4a398c0d479e395f6a6eddad114cd3184bed74fa9854a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.117078503424222},"components":{"alpha":1.0,"bonus":1.117078503424222,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.117078503424222,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8097,"eligible_count":122,"excluded_count":18,"feature_sha256":"21f421e3b364b3bbffaa00679970e132651181d2a17100d0cd6c5530c91fa437","formula_version":"titan-u-contract-v1","latency_ms":36.446124999997664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0837451700908887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6523","prompt_sha256":"89401ce8575a3caf8f995f19ebb7358feb9e0f36e752280497ef4c7be76c7d32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742532435371093},"components":{"alpha":1.0,"bonus":1.0742532435371093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742532435371093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5961,"eligible_count":122,"excluded_count":18,"feature_sha256":"eeeb51f53f5cca92d2cb9897915fcbde460c341489b05aae64035baff5f74cb0","formula_version":"titan-u-contract-v1","latency_ms":43.64287499999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409199102037758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2474","prompt_sha256":"07fb0fc20b957b764f52364e044cc928af4f7dc8827711e5bfb61cf33ca11e87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509183},"components":{"alpha":1.0,"bonus":1.1748670137509183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14434,"eligible_count":122,"excluded_count":18,"feature_sha256":"1501c56958deeda9ec1c37e877bfb03f8454c25c495d7c72ab37ba1922c67418","formula_version":"titan-u-contract-v1","latency_ms":34.231500000000636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5259","prompt_sha256":"6f0edb04559bfd38f0f213c1ff065333ddc94d22bd19750923b8bd5690977096","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774839072174116},"components":{"alpha":1.0,"bonus":1.0774839072174116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774839072174116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6200,"eligible_count":122,"excluded_count":18,"feature_sha256":"44fdf99ba36d3e260274ab71b0109c4baaf3eb3be42127ca620bc27e16b04493","formula_version":"titan-u-contract-v1","latency_ms":33.30370799999827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441505738840782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7678","prompt_sha256":"02b2a5dde43030af2f30b743b745f9a24890cc8d34064142e1e532fa3ecf61e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8444,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fe54ec2d2250d53f9cf63307cc7b85e2931629d42f2a404271dca92ac8b03a3","formula_version":"titan-u-contract-v1","latency_ms":27.464334000001145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4128","prompt_sha256":"391743a939ef77673d15d7bc8fef1287cf1a5414b2a741e63371394ffad2b5f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148282},"components":{"alpha":1.0,"bonus":1.1204072920148282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9073,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dcf000415580d77612e35b7d4c5a7ba134f1ff3337e73f0fc46eec23db7ebd6","formula_version":"titan-u-contract-v1","latency_ms":28.361165999999827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5894","prompt_sha256":"08915552056db97113feb70762d2e8ac00f9096157db8f8c4885f0f329cd2f86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1068862047710686},"components":{"alpha":1.0,"bonus":1.1068862047710686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1068862047710686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7823,"eligible_count":122,"excluded_count":18,"feature_sha256":"d874b816fd23269d35580370697f727b869fd0f9439fb72342b3125b9443a8bf","formula_version":"titan-u-contract-v1","latency_ms":30.99895899999794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0735528714377351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8598","prompt_sha256":"3a09ae38f7a674a0343bf08bc93086bcecc3d6b4518470815d5ab1105a91c88c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9143,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7eff7133630c294bf234b7dff918b1fa77d5d15b4eba61c41ac683cd930ca35","formula_version":"titan-u-contract-v1","latency_ms":55.91333399999954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6070","prompt_sha256":"ec35777b3cc2269df6e9dff6af7a8e99f31a76c1d96b909a987f0b2530c36d38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.110316973323384},"components":{"alpha":1.0,"bonus":1.110316973323384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.110316973323384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7841,"eligible_count":122,"excluded_count":18,"feature_sha256":"a06e524cd703205d3916b5ca29afa8343bd4bd621d796f5b22219273937efaa3","formula_version":"titan-u-contract-v1","latency_ms":28.659958999998736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0769836399900505,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4722","prompt_sha256":"2df09c23b3827566c971339232f37ac664e4bc2cab759ee20c665f8a753c3e54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14517,"eligible_count":122,"excluded_count":18,"feature_sha256":"76068160f91b9641abd16a12877475c8207d4df30836fade0f85e157bd4ea73a","formula_version":"titan-u-contract-v1","latency_ms":32.80958300000236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6875","prompt_sha256":"69b6fb7e064c8f2e3e0e352e3c5565a7c3a6ec701faf8f47a23b05b28a380d76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777725909543718},"components":{"alpha":1.0,"bonus":1.0777725909543718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777725909543718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6220,"eligible_count":122,"excluded_count":18,"feature_sha256":"5378b9c69778c8f3498297156d4d07d234949de6cf1c54f011a742a289426b18","formula_version":"titan-u-contract-v1","latency_ms":37.427291000000196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444392576210384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7670","prompt_sha256":"a0f8e87af6a6b9e4cd7d90f6a0b00bda4feba696423feb21ed6e98f025b20901","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8936,"eligible_count":122,"excluded_count":18,"feature_sha256":"f10e2dfd1b979b674798801d0abfd1d0b23e5c5eac7ca59f5e87c80a7ea68c39","formula_version":"titan-u-contract-v1","latency_ms":44.5449160000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_286","prompt_sha256":"52102b4ca96e633561dc9df1ad0e9e7c187a7ea0850aaa7145b8f55bc92a8042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1034592234480167},"components":{"alpha":1.0,"bonus":1.1034592234480167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1034592234480167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7588,"eligible_count":122,"excluded_count":18,"feature_sha256":"42e936be724007a3f9dd83e288adb57fe224495047a80fa0e78b8225072af1a9","formula_version":"titan-u-contract-v1","latency_ms":57.30508299999926,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0701258901146833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1766","prompt_sha256":"5969971e3304411aabe89d9ca23fe12e7e4f15f494de76f96776b2156a1d165b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148274},"components":{"alpha":1.0,"bonus":1.1204072920148274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8390,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f5031553caf54cf8a3ceaea395e817b354016cafd19ac39bf71f78db2d05933","formula_version":"titan-u-contract-v1","latency_ms":57.382499999999226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087073958681494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6248","prompt_sha256":"bd53ed4e9d93e8e4e64744e7318e89ae44f032870e40cf7abf965cc2274902c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108624},"components":{"alpha":1.0,"bonus":1.0638156707108624,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108624,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff7123744ad37fde199545d0f12759fa73f90bc8393e8f8a80e8e6c870547264","formula_version":"titan-u-contract-v1","latency_ms":37.87145800000147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377529,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2545","prompt_sha256":"9a3fd01d0d1fb287118f38fc3c3f13afa2f7d96333613f232c1460c64e8ca239","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec7f9079ebbe9dea0abcc9d09574d03241f40e142d4827c2c5edc2e644593a97","formula_version":"titan-u-contract-v1","latency_ms":27.840417000000173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_262","prompt_sha256":"730ec733f5cfd53fdcbc7ee066178705b0cfea2d699b49e889c6249779f49eec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f8b729da802fed962553d10ddb46500bdadae412778779aa4cb34a1427cdbc2","formula_version":"titan-u-contract-v1","latency_ms":26.36608399999929,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_1199","prompt_sha256":"21d330b9eff809a2d15fe4b9ec7aa455b04a25ea0ff306b7988d8afea5571fd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888973},"components":{"alpha":1.0,"bonus":1.0636975750888973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f78709ba9590103c069e0effca47392f6ee8f13019fad6aa9e65adc624adcbf","formula_version":"titan-u-contract-v1","latency_ms":24.560458999999923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_1429","prompt_sha256":"462d0289fe9fdb05e1fcb7a2a3fba7b63ff0f88c06410e50e358d18a05965d4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"ade8ef02b1e9d6422a37cf9c5b1595e6dd62b6a37c23d1c52da2b31dfe60cff4","formula_version":"titan-u-contract-v1","latency_ms":21.106750000001284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1078","prompt_sha256":"1d521d28c3e4744bb0b6cd4f2bf469012f64ed429c6771a86bbc21a45699a63d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"c374442114aed541e43c6c0fb91a51466d39e0eba40384840dc656875586fff2","formula_version":"titan-u-contract-v1","latency_ms":23.830415999999133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3577","prompt_sha256":"a5969157acd0f13f9a7bb2c8170e08f76d359e05cd84a0baa01748132e7a145f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"ebad16f2e35d3618c1091248f4eb4ba6ec2535643f77a8db65be554906aa65f2","formula_version":"titan-u-contract-v1","latency_ms":23.008250000000174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1456","prompt_sha256":"7b3fd38a36e7bf32f515d10d22e7399c7491006b2086bb336949d260c45d24cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b392cfdd060100ff0a34341388de1ecf412a7955b1c7c2c3b279058a4d59ae2","formula_version":"titan-u-contract-v1","latency_ms":23.21904200000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3968","prompt_sha256":"c0e736657d9fcdbf12f828d941c078a45eebf030bb48cf9fd46fd49fc73b7ba1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b36e3dcbd534177809b6ed0d1aa746e65a277696cef9fe806e05feeee559f60","formula_version":"titan-u-contract-v1","latency_ms":26.59979200000251,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_4085","prompt_sha256":"6cb07732625d37553b900535818b1b213c0dfaf0a3c71cc82949ed5e45a417a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f75ce44556ae77f8e1c673b10e588f59fea3706b4d8b983698d80d6fd11c8df","formula_version":"titan-u-contract-v1","latency_ms":26.3747080000023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3896","prompt_sha256":"1cb009e97ff9866157ef459f2038e97a58ca07e351b0e1f16b7f1dbe613aefd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144135},"components":{"alpha":1.0,"bonus":1.0638823691144135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"1752ef90cece001dcda36f452fbf33b85db454feadea7f8ee484a742663e5d25","formula_version":"titan-u-contract-v1","latency_ms":27.32545799999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03054903578108,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3779","prompt_sha256":"898be9270f100d180d3239f4a33076f097a29d24282a87b7ba6beb486b4d6366","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ac1e1ff57c7cf209e0f5a858e6d2a470ab773d4818699405de143aeba190337","formula_version":"titan-u-contract-v1","latency_ms":25.272167000000678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_219","prompt_sha256":"89d5881524b8350d78337939e5c94cfbca0ea0af06ed294559ca4294be00c339","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"839a051431f073776cffde90df1004edc7a7ff4328cffaa45b90dbf077b7931b","formula_version":"titan-u-contract-v1","latency_ms":24.044249999999323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3106","prompt_sha256":"cf33e69fccdfe551899550eadae067ff0dfb6a44e441da8ca0ad9dba6af1fee4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"63787bb12c19060fa8e0f621e4ef48bb74aa1b6071738565072b955e37b40c6d","formula_version":"titan-u-contract-v1","latency_ms":23.56320799999878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2995","prompt_sha256":"3ebfc73d0d901085924adce802048b561147d7054ddc48a4dc2e114c5a1cb70c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b23c8394d645807711ac0136d5a891a0ef67f66ec56797551bd03e916b48bf3","formula_version":"titan-u-contract-v1","latency_ms":22.5486669999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2879","prompt_sha256":"2ebd1b1be67bddf2e423e5cc6f9029643ac9ae10b2f0994356016abfbad4ed29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"85f38e20d6dbb7ab07f81f75d289d2c81c6b8b324aa49aaaf6997e37d53512e2","formula_version":"titan-u-contract-v1","latency_ms":24.71966600000286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3886","prompt_sha256":"70daeea07e48e5c7df5963d88e4a69d6ea41bf73310a9ff015c0ff93ea5962dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ac3a34afdb81368f7db3c673d3456722dda1905d570b5c9d4b8eae9c9c9c347","formula_version":"titan-u-contract-v1","latency_ms":24.33954199999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1100","prompt_sha256":"a971ec8a0125a09a896e93f530467363b068ce2ac5f61da2bbdb2a48c5dd4f32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c4e18fb1b17eba887c2fd3dc3c621d25b6ca7457a198cb8e6bafff4873b8f3c","formula_version":"titan-u-contract-v1","latency_ms":22.885416999997688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3056","prompt_sha256":"f31f2cce0d3fb92591bca46fb3cca737a4f462da19d2fdf5799f95ac962e2e4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221208},"components":{"alpha":1.0,"bonus":1.0638888900221208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"869e1fa15bb321ec6d720afd26d181d34671e1e915feca70c0832fdf37fc4f51","formula_version":"titan-u-contract-v1","latency_ms":24.831958000000043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2835","prompt_sha256":"bb08bffef82ecfe22a65475410639816c9be771054305b854e1c897bb3abee89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb9b94b3a23bf04c054a6067b9dad61dbabd0ab75f3aa099c6110a3c95e0e736","formula_version":"titan-u-contract-v1","latency_ms":23.05945899999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1580","prompt_sha256":"8fed56fe50dcba37d02c81ee72606f0600ad4a201679749ac7d2f90d8a4a7dbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221208},"components":{"alpha":1.0,"bonus":1.0638888900221208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f020399a798cf31b6b53562e33005910bafa1def499b5694d10b29eaa752143","formula_version":"titan-u-contract-v1","latency_ms":23.080457999999027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_30","prompt_sha256":"909ce0ea1b9129b68c59ac8b79ce07756210bdf823f61a8e0abb0c18d2ba7dd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a7b56ade44420da335e16beaaaba0d3b8f18b5710ee36c42bc4b560ab16ba0e","formula_version":"titan-u-contract-v1","latency_ms":22.617042000000254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_1700","prompt_sha256":"3d7a951b7354bcb10b13f4dbfe88719c16bc0d95acafb99ec7e9152ab5d9deab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0334c9bc2c9339e9838b3e559c6d3b2c2786df558c9b5f4dddc6bfa857c9f8c","formula_version":"titan-u-contract-v1","latency_ms":22.899250000001814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_1888","prompt_sha256":"470d3dad47630de80e19fd53ff871162c3a380efcf68db6fb06855ab0f68f21b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594007},"components":{"alpha":1.0,"bonus":1.0637700093594007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb46eb78b4d33b050b421abf4cc7264daba65cbc58169be76034c3270343611f","formula_version":"titan-u-contract-v1","latency_ms":23.162457999998054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1244","prompt_sha256":"e05bda5a54a8c822c77530a8a8dbd2ef0a1726713f49fcd0eeb27edd9b7cf6dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281294},"components":{"alpha":1.0,"bonus":1.0638250010281294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"b803ace1ca80c36cd2c96ccd0b4df7616bff70141f1c625103e2a4734e15d859","formula_version":"titan-u-contract-v1","latency_ms":22.087625000001054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1983","prompt_sha256":"05da2caf41f49b2f69d92ba8e0c95db4a078ea44caedf5ed7e2c540586611592","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bcb9437b03a2b91aaa0a73bf8ee6865fe845c208e49af9fcdeb6e4bfa0205af","formula_version":"titan-u-contract-v1","latency_ms":22.62133300000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_4061","prompt_sha256":"682afc7f32f59b5818a296af3635be15a0c37e13ac986e089b15872bcf705774","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7f8f08dad470cd5b59fac41d2c5e42302d7f90165cd7ba606db193b28f65241","formula_version":"titan-u-contract-v1","latency_ms":22.250166999999266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_1019","prompt_sha256":"3db2d75ebbdd24b1e1bf0bba5795297dbe7bb0bc659918ec7f4483af30cdf8ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"26ab04b41261f331c58170d069c37794057bba6f8e7147193aadbff79c6baca9","formula_version":"titan-u-contract-v1","latency_ms":22.382332999999477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_3026","prompt_sha256":"a09ab950fd9f13eebbf8b443e531b64e97c17e1725c20b5d247f3328f5261232","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"c174797cd675e65aac59c6c25044c88ee274843177cd71565cced442f29c83e2","formula_version":"titan-u-contract-v1","latency_ms":21.91987500000181,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_1103","prompt_sha256":"2ff4f36b574bed33206360f5a795dc2d29d1b05da0b43a61c6442de0ef7e9923","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063606423918171},"components":{"alpha":1.0,"bonus":1.063606423918171,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063606423918171,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4567,"eligible_count":122,"excluded_count":18,"feature_sha256":"47df276ec84b8fcba68cd938cc7c0f443bc2db408fd767794701ab724b8a5bca","formula_version":"titan-u-contract-v1","latency_ms":22.903083999999296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302730905848376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_3818","prompt_sha256":"31ae02d3db334824d19d145496dcb65fb7e8d6a2ff0eb871c0827e82ea458e3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250377},"components":{"alpha":1.0,"bonus":1.0642009326250377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"5925e0cd800993217e81ac12854c7bd49eb010f57c99c489a52e1d6b67b319bb","formula_version":"titan-u-contract-v1","latency_ms":22.59170800000021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_3479","prompt_sha256":"98fcae0133f49fd864b30e0bb9266d013671e29fbebbdaa27ce3e683a8a22304","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789652},"components":{"alpha":1.0,"bonus":1.0639625558789652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"3940ab606327c5d5b84aac91e2c1a19e361cac36e5a0e2ed4bf270da8f0fec78","formula_version":"titan-u-contract-v1","latency_ms":21.509459000000675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1177","prompt_sha256":"0657279a8391ed4884dfd34130f92fe76faf574dc79c15eb9f15cb3ca4266495","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281298},"components":{"alpha":1.0,"bonus":1.0638250010281298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"eca7d0e9136c91ef506627ceffe033b5ba11804f08fb63bc827944e456fb3eff","formula_version":"titan-u-contract-v1","latency_ms":20.919249999998613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947964,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3760","prompt_sha256":"cc869c364206148fbacc6616605abd2b3d873899de40a99920477e75cfa0c819","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5643b96658d93147a5aad55fe75d88aff8610372a16771a93204498006a3b37","formula_version":"titan-u-contract-v1","latency_ms":22.63124999999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2933","prompt_sha256":"f075421c85935a1f5efa6050a707a7ff66f3a9bb30a9a5e9dbc01d86d6ba31a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"db485fe71693cf43a6580dcb15f34aee1f2c19465ffb6a82bb34c6a49ffa691e","formula_version":"titan-u-contract-v1","latency_ms":22.8865419999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_235","prompt_sha256":"2a000b4dde7c1c1f73720b655207719b084e0d5a46836a2f674e186b4cff687e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"80b35e2c380bd65df8663d04c75fbf882dec38908a561d6b723fae5fe30358d6","formula_version":"titan-u-contract-v1","latency_ms":23.770208000001958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_4047","prompt_sha256":"2f3f8908e92912ea48ad4b9f194e88e16b54a2a1bd3caf75acde21078ecfa9a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069648},"components":{"alpha":1.0,"bonus":1.0638064064069648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"645fb11cf43cdc6401bfd27f02f24dd94d86ab8fe8b9a411931a91652323e864","formula_version":"titan-u-contract-v1","latency_ms":24.73345799999649,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_270","prompt_sha256":"cbf734f53ab29015bf33edc5c3f7c728838aa011afa50f387ec551c7a7c7378f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"a11446ed3dea50f867a1c51289f2791fd7b2bc70a8ea25c2218b0382fabc6bf8","formula_version":"titan-u-contract-v1","latency_ms":20.874834000000675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2238","prompt_sha256":"18028c1db5599fb96fafbd19811712e317641e5660d51d06baea027f250abae7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301734},"components":{"alpha":1.0,"bonus":1.0636509391301734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"192d83f5b076ef454ca64baafb32d27d66aa9d3e64f046fc9f99748b025385dc","formula_version":"titan-u-contract-v1","latency_ms":63.568625000002044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03031760579684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2181","prompt_sha256":"0ae62609eb811b15e116b7dc26d48869c508a967e41b9942548711c008a48b5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc404439bb47454e374b727349ea6d5487cff5d3b7cdce80a7923ecc5c0e74e6","formula_version":"titan-u-contract-v1","latency_ms":29.633042000000387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1178","prompt_sha256":"b8d62364cbc6c205663affbc6466ef8102808784060695d7ff103cfd6b316e4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"499b96f062e7189982795b34cbace8aeb920e8a006a3530735d6e9f220293e81","formula_version":"titan-u-contract-v1","latency_ms":56.69079200000127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3404","prompt_sha256":"03bba07654fe796ed9452204897b3c6af854103baa85d57395607a7f3413587f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3ab86eea98fcd0367b17e02c2f4d91ab60b0d98a2ab087da6d94b260d72640d","formula_version":"titan-u-contract-v1","latency_ms":31.01195800000056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1807","prompt_sha256":"a670844dacb55ea5c7f6bf52dd16cef7dd9eb7d47a5fc8a7f5aa853eb0180b96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"33ac79c80890abdfd177fafbd85aa6c2e889e8935ec34189244dd47f50572c5b","formula_version":"titan-u-contract-v1","latency_ms":25.58725000000095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3727","prompt_sha256":"fe749c68157daaeb8a6d6b4dd63ec8793cbd00623b87ee6e4948f221aa28e956","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ffec204ea45ab8a52f3f74511a477985c4394fbbf4076425da9b1bafc110ba3","formula_version":"titan-u-contract-v1","latency_ms":28.14520800000153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1957","prompt_sha256":"411368b29b98d5ef52e3bebad21992aa3cd6231f8044136a87b2acbf2ed36f14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6267157404ada29f7e17c292f95791e58ac324cc019f967f3bde1e3136b4b0d","formula_version":"titan-u-contract-v1","latency_ms":25.835832999998587,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3627","prompt_sha256":"8a564a5b0e42f9afb8f0f2d2b08d7515de931970fc8decbec5ebb49e47210653","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f96b6300de902811e34497916094586a9dad814ad2b3a0a1a2165c778a20898","formula_version":"titan-u-contract-v1","latency_ms":21.957207999999895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3461","prompt_sha256":"7555c228ed7dc0fef3cba3512aab8932ef619df8fc835b6ad1c01e4989456b04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636244968561508},"components":{"alpha":1.0,"bonus":1.0636244968561508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636244968561508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"531e6bcc22bb35785d5a48c7e0844cb9130c8f4b098ec595c29eeabdbabbb4be","formula_version":"titan-u-contract-v1","latency_ms":33.342874999998884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302911635228174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_836","prompt_sha256":"de9a9093c1046ca209cfaed766675e73021d9ef734b559858fc1abb7266e1a56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456183},"components":{"alpha":1.0,"bonus":1.0639763309456183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"d729d8f9fb903928a0d5b6cbbd015d005fac1070657a7d7ff1a2152546df4889","formula_version":"titan-u-contract-v1","latency_ms":29.24166700000086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306429976122848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1639","prompt_sha256":"4f80bf776e7802ee23365f3b87a1e78ab01b3a5257066eb7e85375c94edae286","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365934},"components":{"alpha":1.0,"bonus":1.0641776314365934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad6d221f4126e2578034b555834dfb3b208ed8215dc32c7cb89cdb1b4e0ef180","formula_version":"titan-u-contract-v1","latency_ms":29.90245899999877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03084429810326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_883","prompt_sha256":"eb51c0e0488cd61ff1d676f1deec4ef46775a77608e76b34393fa81beffbf383","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733381},"components":{"alpha":1.0,"bonus":1.0638094871733381,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733381,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"b18f91ba4e9c5241599a420dfa7b4915d283af399b0ab78e11a53ce8ed1b8571","formula_version":"titan-u-contract-v1","latency_ms":22.79370899999833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400047,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3306","prompt_sha256":"e97073cbaadf5d832c5a85e4d7f79f082b2864eca16b8d268480330031a6a650","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"f427c766dbae05aca2bb618e5a74c52de8a165e0c2bb5a39f54de4c5da44f98e","formula_version":"titan-u-contract-v1","latency_ms":24.67208299999868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_4019","prompt_sha256":"1604dae905388f26264b5b301c2281b3599b1ea36e39157a79741da33e6e1b13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"fabf54f819fb605523fd91cf04fc3c62ce3e9e7c21dfd0d2c9f61a5cc244ccc2","formula_version":"titan-u-contract-v1","latency_ms":23.35404200000113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_792","prompt_sha256":"c23d326b50547e23a9ba16eef96c1ee591b506a0504526b1edb62441c0fa9ee7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"f85e50fc6ddec9f42c96b2af1c208b570f0d8071d4abec806dc0848feecacc9b","formula_version":"titan-u-contract-v1","latency_ms":23.62283399999754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2099","prompt_sha256":"45c34c5a02678c15c9d85236587d0402e521171dc5fcdb3c3cd7a87bfb347aa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456183},"components":{"alpha":1.0,"bonus":1.0639763309456183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fe991d0d4950695998c6cb8f715b8af0934e1e6e9854e8636733406a015b6be","formula_version":"titan-u-contract-v1","latency_ms":23.11141699999908,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306429976122848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3880","prompt_sha256":"9dbffc35128c7a79c416a6e76991b6afd91064b1cb349c529934bb015c169c97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"211f93e3a86c7b0758a7b62a5c77ca53474262264cacd77af4031491d9689c89","formula_version":"titan-u-contract-v1","latency_ms":22.25791599999738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2346","prompt_sha256":"d716f11f98f0d59afdcbbe0ba96141f250e6174509795bdb4790bb5b2e938e2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8cbd0fa11c960d1a1731379084f836ffd59ff98770e6d782e7710f82817101b","formula_version":"titan-u-contract-v1","latency_ms":22.226540999998434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1664","prompt_sha256":"9c04fce299ad1447d2faf20e11ebe46928dce1ef02946d56c9555748fa1e7377","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"e025149f7611be0a468a75cab5327cc345e5914eaf3dfe71968bf38666684a5a","formula_version":"titan-u-contract-v1","latency_ms":23.21158299999837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2088","prompt_sha256":"81317960bb17b0bcce0a15d23ab2a23d399f2828de1fc6a061b11d886745bb89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"6caf631b8c2626573b845a254157419ba6d77d9e22a6a15bff0ac0d2e9feb0eb","formula_version":"titan-u-contract-v1","latency_ms":23.670083999999036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3207","prompt_sha256":"f47539c83d60477579c838e547c1893743b574f3ea89864d2ffec590f56636bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"3cf61724e554aaa91741c4904bcb4065d081d31531f04e5e1ec157425b0adccf","formula_version":"titan-u-contract-v1","latency_ms":24.926166000000194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3712","prompt_sha256":"ba24d04ce4efc6ae169f3b887b3e1bd178ed514987d5665de85f2ccbfb581434","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601075},"components":{"alpha":1.0,"bonus":1.0637522069601075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5df926205b3948dbc452e7983e8d37eaafe501c029f4605030a6a5b709ba6af","formula_version":"titan-u-contract-v1","latency_ms":22.380458000000658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030418873626774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2026","prompt_sha256":"02936870d47d4ad52fe450d0b2e4d4e85e2467c49dc2fe43df2eb0a9f98b0bcc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a375a24fd94e9dc754915dc6669d66194af308d8b6d5b8a07149e222f4c2314","formula_version":"titan-u-contract-v1","latency_ms":23.34387499999835,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3902","prompt_sha256":"b4aa02f9fc80e20a849b5848be116431043a71873f4d86877c303a0952e5e77f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"e511af9fc02f7c9a560852cddf7d6b0bd099503cff5e957deba5485c4608f63f","formula_version":"titan-u-contract-v1","latency_ms":24.770709000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1162","prompt_sha256":"3c17638d279b42f86109b6ceab2f3887f2d3a9a7c7050f6d8cc5f84c68610dc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"3393d58d95eacab451aa456a44fb6fd38b14fad603e71892509dc33ce5ce3286","formula_version":"titan-u-contract-v1","latency_ms":24.47191699999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_857","prompt_sha256":"17933f9a82f0128095cafdb4c54277b4f665acce124840aeaac6ebd7186d258b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d0cd3a6b6494c0e7f5b93d801badc0cc21770242f900d67c05ac6bc7258fbeb","formula_version":"titan-u-contract-v1","latency_ms":23.176166999999026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1092","prompt_sha256":"80bf5c30662af7589688a8aa933ce4dd5ae97841f9b9b9f178565675ce454cf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103233},"components":{"alpha":1.0,"bonus":1.0636590149103233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"44b5644514481f9c3b4da8e94cd217f3366587d2d85785897388146dfd020e49","formula_version":"titan-u-contract-v1","latency_ms":23.3941669999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03032568157699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2840","prompt_sha256":"b6a28b49c03876430a81a03e61488ed9789fe47b87caede7962e6450b5faa7d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461724},"components":{"alpha":1.0,"bonus":1.0637880758461724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"1272af29543f6efaf666fb1e5cf18629b721260001d731fb76c95123fea381d2","formula_version":"titan-u-contract-v1","latency_ms":22.693958000001402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512839,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_3716","prompt_sha256":"b4b99508b3a0135e3f5dec010506d933f734b8b5f538fc9ca8abf399a031314c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"97b8e95d22866607e1dd7d5947271841e43a399505a82af5c7a335fa531cb18a","formula_version":"titan-u-contract-v1","latency_ms":21.808916000001233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1175","prompt_sha256":"88d42805f6b3aed252b82c91d23ab4ee68c3d653e39118da66053ba0ed3f62dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311203},"components":{"alpha":1.0,"bonus":1.0637088564311203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"d02adcae6d1fe930df1669cf0bb387c5ecbfd87bad01e06404c0c867e95315e6","formula_version":"titan-u-contract-v1","latency_ms":22.70037499999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097787,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1560","prompt_sha256":"a962841cd5b66aad09c2f9ee4120c23992e8db5f99e196467fe21df7fbf9ba1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbd6dc4e641a7dcfac58dd4a99b6519729d752429c2fb7ac56b1847a7add2f8c","formula_version":"titan-u-contract-v1","latency_ms":22.921916000001374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2942","prompt_sha256":"0d9437730f3e890888fa473ae03ab61ff0656236de7883305a3d53d45db98f09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587485},"components":{"alpha":1.0,"bonus":1.0636402741587485,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587485,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2a49b0b1d6eed27e5562c66375ab5e9e2306cb52dada369c510b98e54ee1d8f","formula_version":"titan-u-contract-v1","latency_ms":21.59199999999828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030306940825415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_476","prompt_sha256":"129ff8e929269d5729dae7f2f79ca7cf9c7270e85312839b24d70cdf8a8a72ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"c864b23b909bdf263b231b2a9129f4374a5ccac0ed55586ba8318e341d7ece2a","formula_version":"titan-u-contract-v1","latency_ms":22.813167000002466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1863","prompt_sha256":"24fbd2c713269d51b9fd057eab39d61b7b792856e27ecfa06ee4966e98acea9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb6830e82460cccb139b2023bb2de0bf8e5e35b8b5f59358e78e949677931ae0","formula_version":"titan-u-contract-v1","latency_ms":22.481542000001298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1613","prompt_sha256":"7f0bbde316e9947dacb3ee1afa07ddc50c77d9d710c2282726a1b468caf39cf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030172},"components":{"alpha":1.0,"bonus":1.064090754030172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ac4daca896572bf138536eae96765ebfb1e34a7d4f2535a14acec030a32e650","formula_version":"titan-u-contract-v1","latency_ms":23.909874999997527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1694","prompt_sha256":"ed65dd32df7a3518fdd6625796ac2040dd88a24755c370cbcbc535e7edea9390","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fc1a2f9856c2f13b4a82673888fc6dc801b69dcb39b6def645188af5a09e222","formula_version":"titan-u-contract-v1","latency_ms":22.626999999999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3013","prompt_sha256":"46d6681de06018a95abafc3596ee962493e21e39d2340e5fcda5f576d6528098","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888973},"components":{"alpha":1.0,"bonus":1.0636975750888973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"0da09d6706ab39e8adc90b8d03d5ad9b3da6203d379d05e9ced316ca3e12fa0b","formula_version":"titan-u-contract-v1","latency_ms":22.818042000000816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_87","prompt_sha256":"60d750902a763df63633928ea13fb6d1ac5bbd12af7b5955ce58738b4d7279b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940708},"components":{"alpha":1.0,"bonus":1.0636429293940708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"300eeb489d8ab3c86cfb6c7bab38c2d5b0e61f9c2ca1614d40848de70a684988","formula_version":"titan-u-contract-v1","latency_ms":23.169790999997275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3259","prompt_sha256":"7005e6d4bda73da517a7c6f5e0c55ce92ece718db5ddc6a5740db8cb97b503b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c61121fc9ff8e32b6e79491e833d94cb3bb0384f2ee1b4ba45c188863c589a2","formula_version":"titan-u-contract-v1","latency_ms":22.49279099999768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_922","prompt_sha256":"e0cb168f8962a5d968cc087b998ffae09cb2835d05010caded151131c66657e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423851},"components":{"alpha":1.0,"bonus":1.0639086287423851,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423851,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"c65004ea0f71250cc0c3f98b98f51a15bad5df513206bdf4561fd87024272215","formula_version":"titan-u-contract-v1","latency_ms":28.92862499999893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2568","prompt_sha256":"7347824fc3b47c7587da3bdde0044287720e13e65a7cd77ffff63f4c15d2bb71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"aeec4a6546ea7c1bf76e75bc1179804d1690e5acac602f7a29b244f669eacb6b","formula_version":"titan-u-contract-v1","latency_ms":22.32749999999939,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1306","prompt_sha256":"d32df87f4b08fc3b0e888cf4dc2f01f1e2ba88b67ecb1a11a84edc5e7f8c6885","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bb25a0be233320ac47abde7e307144894f03efa3a7057257a8e72fbde4a23ae","formula_version":"titan-u-contract-v1","latency_ms":21.955583000000445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_638","prompt_sha256":"00564940bb7678249d0fde2e9513e2c9564101a5a4446bde716a179314a4d205","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"c91f31368c0dca075dc2284955cf43390d5f112fde22b5a2fc84b43e989a3db9","formula_version":"titan-u-contract-v1","latency_ms":24.02887499999906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1977","prompt_sha256":"19054af2e3a8c300eb202bfedf42ea7c80c1786cc7ab788f79d2779c51947f48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197897},"components":{"alpha":1.0,"bonus":1.0636115509197897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"09571a4edcb4540b22ce90a028d69dd3db8ab343a927790c4604cf61b73a4ead","formula_version":"titan-u-contract-v1","latency_ms":26.725875000000343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302782175864562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2133","prompt_sha256":"aa9bd00937cf2e2132f51a82190e77315b4d2464fc904cd980ed5ae0c4b3fa24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958204},"components":{"alpha":1.0,"bonus":1.0638438596958204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"32d8db6fadc2b8df82dc08a7f33b360d474f23351a8d34ee79236911dfaaf529","formula_version":"titan-u-contract-v1","latency_ms":25.97604099999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030510526362487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1015","prompt_sha256":"44b5f2b7122cba79cbcb81c33b8175233bc854df66b7d5b3a5128a026d246450","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7a8f90404d7a7cd083aeee76b0939e2e9136e108e70329abe7d810eed6a5efb","formula_version":"titan-u-contract-v1","latency_ms":29.58845800000276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3613","prompt_sha256":"9bdf85c2a7e584fb0cc2216d430fd5468f96a5a502960c50ecc18c37d546d99a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"317ac51191efa111f5143aa3863b966407316315f02f19c2bda7f55760a14b3e","formula_version":"titan-u-contract-v1","latency_ms":23.499791999999076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2943","prompt_sha256":"66e3c88e2a4e4ef415bde6b92709c6849520f2f6febbc435f46105867f96d74b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"29f92a5946e99b831086590c0b4389f67274dd03f3326a80e7d9b67f16200a72","formula_version":"titan-u-contract-v1","latency_ms":24.503833000000697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_1530","prompt_sha256":"ab053b677f853fe495c7311dbfea4b6fa5c16e3098efe0a4235d0bd68a49ae3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636141254291895},"components":{"alpha":1.0,"bonus":1.0636141254291895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636141254291895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4570,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9e8ba1dcca6233eb88bac3405750bbc3b9f90f0bf8ac13d46df6a8b7d42e1bd","formula_version":"titan-u-contract-v1","latency_ms":25.508832999999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030280792095856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_297","prompt_sha256":"d2e9853d485bbe363ea37ebefe0e61dfe4c6751969e0a78b298812ec74d38fe6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"58b7254a324ae1165348688ba2e2024e2498b09a5280349895242c26aef6947f","formula_version":"titan-u-contract-v1","latency_ms":25.679916000001413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_1870","prompt_sha256":"37859b77f943de1b36193f050e74996025b219eb6f898c5eb81e1c4b0ebd06b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024957},"components":{"alpha":1.0,"bonus":1.0636297266024957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e1cfea709c9751e1a2b930ed5f78cb6bf5f13fd4f12b30530262ea3a9c1fb7d","formula_version":"titan-u-contract-v1","latency_ms":30.342540999999557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2154","prompt_sha256":"6677862385b5dcbd62bbf7d23b8d40f409fa556d17dc24b07d74965823463600","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456384},"components":{"alpha":1.0,"bonus":1.0640469657456384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"baf49b78dab4199d0a295f0683f22eb7365d49f0f77a3c3317098c88f043ef57","formula_version":"titan-u-contract-v1","latency_ms":29.773167000001877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030713632412305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_2289","prompt_sha256":"5bb1cc21508505e671ac260cfbb56771f705dbf7c5d5adb15b28bf3da0a65dbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d79a6193fb998d82dd8d0190430a028def691cdb8b6078f256d52463c45cd64","formula_version":"titan-u-contract-v1","latency_ms":31.664040999999088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2519","prompt_sha256":"ea3d0b4cfc8388c688f68b3a61f2b1db07e95126d545d2827fbd253485f53cf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891723},"components":{"alpha":1.0,"bonus":1.0637317712891723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bdc1f3de6417a206b98143ed2cbb0a4767c54dbe9550db797ed2393ea86789f","formula_version":"titan-u-contract-v1","latency_ms":32.418541000001966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3234","prompt_sha256":"30f61352f521b4f17369cd5a7d78cba8d0decb35ef4202fe09b3af02988621fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836955},"components":{"alpha":1.0,"bonus":1.0636323524836955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a344e8554e50ba5f72756931dd5e5b41d770b5a370b276b6d67ff641a5e9cab","formula_version":"titan-u-contract-v1","latency_ms":30.568666000000633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030299019150362,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1173","prompt_sha256":"afaa42948493f326713f10dfad4445082c05ab9becf6b1cb0f23ac211ee941eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c30cbd9ee9a03b2d92efd2320cb3b26b69b0af7e78a8b1648ccdf6c26d963c6","formula_version":"titan-u-contract-v1","latency_ms":22.821042000000347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3564","prompt_sha256":"bb89ce367bd35486384c504fdff74166c8491ec8f8f924e179021bcb12a5d963","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274659},"components":{"alpha":1.0,"bonus":1.063812575274659,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274659,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"d685c4acc7d3d7960836d1c1acf9b9a50c5c1726c6d6905ee0e8056bddcf80bf","formula_version":"titan-u-contract-v1","latency_ms":25.26066600000121,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2597","prompt_sha256":"be260b14a245b21b23a4d6c7d3db9bc4eba9f92834c43ad1fdc24aa88752ee9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3274be2fe377a7eccfe4ccd0510476f02b3eed014490c699afb0c9088b4100b","formula_version":"titan-u-contract-v1","latency_ms":26.51679100000237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3616","prompt_sha256":"3e327060f93012ac10733302a17c0c3a237074d544c9a516997228b9c177447c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fd923909e19cade055580a871cd1e6794784794452a6f0f29ffd9adecb33cf7","formula_version":"titan-u-contract-v1","latency_ms":22.538332999999966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1419","prompt_sha256":"53866410900732b42511b8dfbc0df04941d5034f7b23ff5af58cdd6e2a2b2712","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721798036010566},"components":{"alpha":1.0,"bonus":1.0721798036010566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721798036010566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5790,"eligible_count":122,"excluded_count":18,"feature_sha256":"485cc12b2f7646dc81946a00aae223e235036e2e666c252eba4c671c8b61eeac","formula_version":"titan-u-contract-v1","latency_ms":28.184874999997334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388464702677231,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_437","prompt_sha256":"972e20fd933445b3022821402713a46fd4009842996e776427856029bc9bd949","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749869221588233},"components":{"alpha":1.0,"bonus":1.0749869221588233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749869221588233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6019,"eligible_count":122,"excluded_count":18,"feature_sha256":"2501dc2fdce166a7de8228da86873e9a71d7cd7cc6eaf4ea050dd010733a2bfd","formula_version":"titan-u-contract-v1","latency_ms":31.354874999998117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416535888254899,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_337","prompt_sha256":"9fc9bc598625a650c313c0d09894092a11e0813c2bb3abbbb51e30c5ebb4abb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713419775274837},"components":{"alpha":1.0,"bonus":1.0713419775274837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713419775274837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5717,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dfbdf58c1d5a434f430a07011618a0bbba7667335a8d44a9cbb07b6e2971eee","formula_version":"titan-u-contract-v1","latency_ms":25.757625000000672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380086441941503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_73","prompt_sha256":"55b4efcb7cc630fe3ae8730da17fb153991dde13f1d01d2076e6d321835b5073","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070869247533283},"components":{"alpha":1.0,"bonus":1.070869247533283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070869247533283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5671,"eligible_count":122,"excluded_count":18,"feature_sha256":"f22725941b6ac9b6fe791c648dc975df3e580e777545363e7db27fa9bd0e3348","formula_version":"titan-u-contract-v1","latency_ms":24.896292000001097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375359141999496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_575","prompt_sha256":"09421c6e8dffc175d02956c1f3a1bc924c7045dc23a9782e513a11446e95a464","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.087902583529426},"components":{"alpha":1.0,"bonus":1.087902583529426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.087902583529426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6830,"eligible_count":122,"excluded_count":18,"feature_sha256":"6866b95a881a11b08cf223d805d8f635107279305d94ff12ce67f6c7fc2a257a","formula_version":"titan-u-contract-v1","latency_ms":30.433125000001837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0545692501960926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_520","prompt_sha256":"5b4b4d5fda8fa41ecc16c894ef0c5594c8692ec013659135948646791df55fc7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732263020036825},"components":{"alpha":1.0,"bonus":1.0732263020036825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732263020036825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5879,"eligible_count":122,"excluded_count":18,"feature_sha256":"d641313f6937f0ea84f601fd973a210088ebf5e8dfe566cdafcb9e77ebe043ec","formula_version":"titan-u-contract-v1","latency_ms":27.379041999999743,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039892968670349,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_610","prompt_sha256":"fd8b13061585082df0c5b858757b5bb9a2db0b0b7e2a50d664d18ea64f89a220","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685185458439643},"components":{"alpha":1.0,"bonus":1.0685185458439643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685185458439643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5429,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f32e4dfaecc955a0fb666f2db308d2dc53a15e789cab5351ef95c1d1a8dd25f","formula_version":"titan-u-contract-v1","latency_ms":28.534332999999634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035185212510631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_755","prompt_sha256":"b17a5909b2dea35f77102416748cbd24f2b51504478b7afe175042dbdbb96fb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756495167165279},"components":{"alpha":1.0,"bonus":1.0756495167165279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756495167165279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6069,"eligible_count":122,"excluded_count":18,"feature_sha256":"261975cafebcaccea8ab2b7076e6cd1ac3e91bcbf13e8d85aedaba61df35e429","formula_version":"titan-u-contract-v1","latency_ms":31.361958000001522,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0423161833831944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_722","prompt_sha256":"dbc86f1e1e170943c484101b3ce7c3f0caea1fb790833a173a339a972433ddcc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0793801787658044},"components":{"alpha":1.0,"bonus":1.0793801787658044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0793801787658044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6331,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd74df1e91966d051eb5296fa77c88a7cf7ddf04cb3262ac88d7f501e3c4ef17","formula_version":"titan-u-contract-v1","latency_ms":30.329000000001827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046046845432471,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_0","prompt_sha256":"7bc6f5d815ab19d8da20c73e179fdb10e7848e0aecd739a22268e7f0053cd038","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0783140921132397},"components":{"alpha":1.0,"bonus":1.0783140921132397,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0783140921132397,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6258,"eligible_count":122,"excluded_count":18,"feature_sha256":"600787a3165bc24650e93138f6071ec280305828f357148606ae1daa0f39de06","formula_version":"titan-u-contract-v1","latency_ms":32.79958299999919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449807587799063,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_35","prompt_sha256":"468fd40469b76408e2ee5a89ba0b6835f235ec8d6bb82458f15c192d37af40d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0762198057611188},"components":{"alpha":1.0,"bonus":1.0762198057611188,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0762198057611188,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6111,"eligible_count":122,"excluded_count":18,"feature_sha256":"143a984d5b5ffb09032d398415e7945c6d323f2263523eb278bcda1adbb08ffe","formula_version":"titan-u-contract-v1","latency_ms":24.70000000000283,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428864724277853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_276","prompt_sha256":"c2b0232f55279ef6dd61687eebf27605b7f4ee5f666c4ca4f6407dcf41bea990","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742279204154024},"components":{"alpha":1.0,"bonus":1.0742279204154024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742279204154024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5960,"eligible_count":122,"excluded_count":18,"feature_sha256":"704316938f9bdb0ed22fb5da4b55bb8373f0608714a8b759f3ea38f7fbea05f5","formula_version":"titan-u-contract-v1","latency_ms":26.22354100000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040894587082069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_100","prompt_sha256":"34cdb7af70765be51db1cbc9bed34519a1bcf4cfdb898f58f6d6d6c8e750493c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740514565187274},"components":{"alpha":1.0,"bonus":1.0740514565187274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740514565187274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5948,"eligible_count":122,"excluded_count":18,"feature_sha256":"478eb4ecb57340a59d7eafc99193f3af84fc83ae8577d8d2a1059504b2b8be94","formula_version":"titan-u-contract-v1","latency_ms":24.742458999998718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040718123185394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_871","prompt_sha256":"07f45b03b1c4ca93a7bb7b0691a8d0f99ee8d19b2ac6b21fcb98d2cfe320098d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720885137198328},"components":{"alpha":1.0,"bonus":1.0720885137198328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720885137198328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5782,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a56b7e7c0a6eb1a00cc36f17f98071507680454581c2690904e3aec4d6fe742","formula_version":"titan-u-contract-v1","latency_ms":25.578957999996987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387551803864994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_499","prompt_sha256":"1c42f7039be505dd2d074230d5a1657f99fc3a23977097a3ab79d8616ee2fcc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740514565187274},"components":{"alpha":1.0,"bonus":1.0740514565187274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740514565187274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5946,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ca35cd6bdbb1202d8d9be6a132079cd56ca065520537e7b4a3fadd9877b048b","formula_version":"titan-u-contract-v1","latency_ms":24.68787500000147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040718123185394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_94","prompt_sha256":"1df886c35321f1e45a0836d549802847a7874135cc197b32825626a36a0f99e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068714769156158},"components":{"alpha":1.0,"bonus":1.068714769156158,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068714769156158,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5451,"eligible_count":122,"excluded_count":18,"feature_sha256":"78c3bd203e906f8310d04f812593dbe8f774ef4b6915e4f4523dda848ef33ef7","formula_version":"titan-u-contract-v1","latency_ms":25.194666000000865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353814358228246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_517","prompt_sha256":"8e9add3bccd75e1911d2b195fdc0a107d965610cb588ba63bf829eaee4370409","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689511835497914},"components":{"alpha":1.0,"bonus":1.0689511835497914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689511835497914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5479,"eligible_count":122,"excluded_count":18,"feature_sha256":"492932ba2e5241cdad35247a9fc6f15f07b95c75ca08afb447a104d5164ca533","formula_version":"titan-u-contract-v1","latency_ms":24.515333000000084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035617850216458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_726","prompt_sha256":"6a6a07c7b667afd429119d053799fdb8eefb14cfbd588d30991a31da42f2bb9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743420988272312},"components":{"alpha":1.0,"bonus":1.0743420988272312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743420988272312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5969,"eligible_count":122,"excluded_count":18,"feature_sha256":"30e44ad441c0ebc33f84dde63532943b72c287996f2cee2f13b551ebec5a20f9","formula_version":"titan-u-contract-v1","latency_ms":25.949083000000428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410087654938978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_323","prompt_sha256":"909766f9aba8d842eccab115818d01ac8d3068f607f5512272e100f8a840feae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721112931967463},"components":{"alpha":1.0,"bonus":1.0721112931967463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721112931967463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5784,"eligible_count":122,"excluded_count":18,"feature_sha256":"176275ce1969cae6eab90709d145d283f9cb2dadfe7594890da1b73d4caaa6e0","formula_version":"titan-u-contract-v1","latency_ms":22.663083000001194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387779598634128,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_687","prompt_sha256":"008c7d75f6c827b3f34a66861a4d5daafcc65c0093004ad258b8af496a9679b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712658400229143},"components":{"alpha":1.0,"bonus":1.0712658400229143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712658400229143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5710,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6909f7866d01584af57bada0fdf77cd313a8343f2853e8fe50ce1c0c1fcdc26","formula_version":"titan-u-contract-v1","latency_ms":24.28708300000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379325066895808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_154","prompt_sha256":"9cff6a323f1f2208e83613999732a806223d66870495f1bd95f3ced8de795060","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707007963537245},"components":{"alpha":1.0,"bonus":1.0707007963537245,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707007963537245,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5655,"eligible_count":122,"excluded_count":18,"feature_sha256":"0412d08e6383dd3ebc9a40e1add1aa918a412aa6f65534be04458aeef632bd11","formula_version":"titan-u-contract-v1","latency_ms":22.91741700000216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037367463020391,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_643","prompt_sha256":"f30f10b432a5e78e69e6d1385cc2ed3b499d5a972186dddd710dd89e3654b2a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695539410485568},"components":{"alpha":1.0,"bonus":1.0695539410485568,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695539410485568,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5548,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcbd58391c087ec72b3b79200a469a14b1e67e74e76270119e82370ac9ee64ba","formula_version":"titan-u-contract-v1","latency_ms":23.25541699999789,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362206077152234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_238","prompt_sha256":"fe35dba1de62d45d15894f2186d4140ce35f9890c98b5a4d7f8b7590df1aac08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069258285565279},"components":{"alpha":1.0,"bonus":1.069258285565279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069258285565279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5510,"eligible_count":122,"excluded_count":18,"feature_sha256":"b42281cf603c5432793b49aab656623029067d952bdd5c2898d394c527fe0367","formula_version":"titan-u-contract-v1","latency_ms":24.209166999998644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359249522319456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_588","prompt_sha256":"b70076a130826455cebf5c1031395e2d057718699efed0a3f5647cf29622c500","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068145135854674},"components":{"alpha":1.0,"bonus":1.068145135854674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068145135854674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5386,"eligible_count":122,"excluded_count":18,"feature_sha256":"df253fc09ca330e6629ed89a1157e3ae878e5da0a3f2522f6486f550272c76ee","formula_version":"titan-u-contract-v1","latency_ms":25.88079199999882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348118025213406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_8","prompt_sha256":"2b8e814090e00f6dcc5f7aa47853ab1ced65e4a897bc28db48f134bb6e6c857a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738639382214583},"components":{"alpha":1.0,"bonus":1.0738639382214583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738639382214583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5931,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9ea9292ebd783d7038db156a80eae12991d055afc0ff660868bf40ed85b5e99","formula_version":"titan-u-contract-v1","latency_ms":26.284249999999787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405306048881249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_250","prompt_sha256":"8e97af5d8d3e28773c55e7d9c92829d947db1d2b64f3b42d818b891c95fd149e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777870992222909},"components":{"alpha":1.0,"bonus":1.0777870992222909,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777870992222909,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6227,"eligible_count":122,"excluded_count":18,"feature_sha256":"27a5c785397af4e35ecfd0db967a6c00e1e96886bcd23a85973edf85181e7f15","formula_version":"titan-u-contract-v1","latency_ms":25.718417000000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444537658889574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_63","prompt_sha256":"e58180fec1627f998c21095d04a269ebb47bfa115ee9a3133740d89a054f2487","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691831139940435},"components":{"alpha":1.0,"bonus":1.0691831139940435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691831139940435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5506,"eligible_count":122,"excluded_count":18,"feature_sha256":"3554aff45b25f1e976f419b10dabf462ff980bdebe25103ef62546c085d784dc","formula_version":"titan-u-contract-v1","latency_ms":23.99087500000263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03584978066071,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_81","prompt_sha256":"3a644c85d9ea02b1192b140ccfd2324df10bdeaa4ccb90777a0497b3e199f157","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0735181974761767},"components":{"alpha":1.0,"bonus":1.0735181974761767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0735181974761767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5903,"eligible_count":122,"excluded_count":18,"feature_sha256":"d87e529451323ebff7936dca22bc3dafbf2e0044e64b9e2e757d94f5d6b683a0","formula_version":"titan-u-contract-v1","latency_ms":23.055875000000725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401848641428433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_905","prompt_sha256":"7d80e704c21f46a55b424ecd4edbf44e7b4c9bf30bea054488896579529ee88e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763160694006197},"components":{"alpha":1.0,"bonus":1.0763160694006197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763160694006197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6126,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb851b64437cd64cdfd76c0fc3212b76ec5591862abbdfd71b93a3635478cae8","formula_version":"titan-u-contract-v1","latency_ms":24.203541999998635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429827360672863,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_582","prompt_sha256":"ee36c6355fa1b47eb4bec8b53e18e123fd000a18bf347ec7085f8fd36d325337","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748435351249968},"components":{"alpha":1.0,"bonus":1.0748435351249968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748435351249968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6008,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ff34bf4704dadaed8ed6c834501aa110ccda9e984283d41db75189aed483269","formula_version":"titan-u-contract-v1","latency_ms":32.7716250000023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415102017916633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_510","prompt_sha256":"db76e46b8bd9c3207bf83f2d6203bda0ac78bcbd487d769c06d9ae7f45520e12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073493715776902},"components":{"alpha":1.0,"bonus":1.073493715776902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073493715776902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5901,"eligible_count":122,"excluded_count":18,"feature_sha256":"f871317fa0c094624798cd78c75d050118923032f6b6a1e950b5690f2d3cf589","formula_version":"titan-u-contract-v1","latency_ms":26.134375000001597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401603824435686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_362","prompt_sha256":"6c72b4b01da5521e3330adf227566922bb69482a026383e2ef63d1c4526749b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678759437547043},"components":{"alpha":1.0,"bonus":1.0678759437547043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678759437547043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5354,"eligible_count":122,"excluded_count":18,"feature_sha256":"cef916bfdf18e658a967d5733e814511931d84ebf6eeec9295137bd559d94545","formula_version":"titan-u-contract-v1","latency_ms":27.649874999998048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345426104213709,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_694","prompt_sha256":"b45536a239ecb3fd9f7fe8ab6487d94d754860622e6b0c7d8eaea1a42f5d8cae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067120545117795},"components":{"alpha":1.0,"bonus":1.067120545117795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067120545117795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5259,"eligible_count":122,"excluded_count":18,"feature_sha256":"9972bfe19c518dba5c9673cb38b4d33e3562b5a7e4e289e63728245baf9187ed","formula_version":"titan-u-contract-v1","latency_ms":29.38024999999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337872117844615,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_143","prompt_sha256":"8bfcc4b6fa0b7f63f773399b4fc98ea14a998d2b381b669dd73c8760ac94f8c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750917439049097},"components":{"alpha":1.0,"bonus":1.0750917439049097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750917439049097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6028,"eligible_count":122,"excluded_count":18,"feature_sha256":"1193ec9f488c93b302bf54fb4a322d50083f9abc2f467793c221edef8d1fb567","formula_version":"titan-u-contract-v1","latency_ms":27.965707999999978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417584105715763,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_398","prompt_sha256":"052e37f4cc6e900e5874c80bc1bb863fabba30a2d7ae64021ab72043aa815499","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771412141926888},"components":{"alpha":1.0,"bonus":1.0771412141926888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771412141926888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6177,"eligible_count":122,"excluded_count":18,"feature_sha256":"ede465680750ab91d967befa29a17066774bc6f5ca6f2d83bdeb11e6c791cc8a","formula_version":"titan-u-contract-v1","latency_ms":36.01583300000044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438078808593554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_457","prompt_sha256":"66d29a8a332012653aba47f858d20185b2f1149e59dc83d3bd0a2d084a8f7fc0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709328913673815},"components":{"alpha":1.0,"bonus":1.0709328913673815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709328913673815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5677,"eligible_count":122,"excluded_count":18,"feature_sha256":"87672a83f6f29209a97a33a22aadedd5f50485bd30985f6b4674b515e9062e88","formula_version":"titan-u-contract-v1","latency_ms":28.38733299999774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037599558034048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_378","prompt_sha256":"9a5c0355ce9c8de936d4169ff4865dd44c188fec5ddd9832f75b02e294fc8e77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742279204154024},"components":{"alpha":1.0,"bonus":1.0742279204154024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742279204154024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5962,"eligible_count":122,"excluded_count":18,"feature_sha256":"a902a760219cdf38b770b4715273d20d7663dd8571fd9bfa1cf172b060286f25","formula_version":"titan-u-contract-v1","latency_ms":27.889957999999382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040894587082069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_404","prompt_sha256":"8a30c9e138f788d017efe423a6a79284b0d80224717f7b64032c6b0aafb14f2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733110132901846},"components":{"alpha":1.0,"bonus":1.0733110132901846,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733110132901846,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5887,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3fd703bdd75a2ae10e2358891e07403c5c68a87914c44b31b3fd4d0010461bd","formula_version":"titan-u-contract-v1","latency_ms":30.847458000000216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399776799568512,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_557","prompt_sha256":"b65c1196610fa3661b2b7c3af81f6ea2e73896256a9d94c8d6881f79e8cc1546","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703285163035225},"components":{"alpha":1.0,"bonus":1.0703285163035225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703285163035225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5631,"eligible_count":122,"excluded_count":18,"feature_sha256":"e337ff68afcbb5139e4635e0f89f52a0671c7c63f0815ac2553522a7bbd88f49","formula_version":"titan-u-contract-v1","latency_ms":27.967749999998404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369951829701891,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_603","prompt_sha256":"7134e61cda354569ecd49273c528f9c74b86d4ba269d347de93bb80b373ea872","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741899891604372},"components":{"alpha":1.0,"bonus":1.0741899891604372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741899891604372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5957,"eligible_count":122,"excluded_count":18,"feature_sha256":"42ff96a3354287abb0c2ec36d6a4a1cbcf5185fe56f33d3db4c6832a7c5a6af9","formula_version":"titan-u-contract-v1","latency_ms":25.403958000001836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408566558271037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_720","prompt_sha256":"4aadc416356be56e716c85587eeadc727c88bba507876556d243d421651b40e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755690681274261},"components":{"alpha":1.0,"bonus":1.0755690681274261,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755690681274261,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6063,"eligible_count":122,"excluded_count":18,"feature_sha256":"c707245a1cf9b03e7d14e7eaa6a473f7646f3c4b32882341139a9259abed63c2","formula_version":"titan-u-contract-v1","latency_ms":28.087584000001442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422357347940927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_19","prompt_sha256":"c6ca9c8b44de826953295a34e0a03bc099067ff1cc3828653b2e0c64319cf62c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716278541604356},"components":{"alpha":1.0,"bonus":1.0716278541604356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716278541604356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5743,"eligible_count":122,"excluded_count":18,"feature_sha256":"a71b76516be832eac34f4da6677ba144c3434f9d6668e3b692fc3e173a207514","formula_version":"titan-u-contract-v1","latency_ms":29.060708999999463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382945208271022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_968","prompt_sha256":"dbc98f01b937a6ef731dde98731c5da2340ce64dfb1bdabbab07f814b9248bc0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.082092879562563},"components":{"alpha":1.0,"bonus":1.082092879562563,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.082092879562563,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6500,"eligible_count":122,"excluded_count":18,"feature_sha256":"954aa15428b15d090eb70932c4753693534ace31ff338669d23573ec69d5de15","formula_version":"titan-u-contract-v1","latency_ms":27.388417000000942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0487595462292296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_891","prompt_sha256":"9b0a138e3fa9b52ea780b9020866ceba96f5dc164348d8aef2b722b3d6a66582","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744313030622292},"components":{"alpha":1.0,"bonus":1.0744313030622292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744313030622292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5976,"eligible_count":122,"excluded_count":18,"feature_sha256":"737ddf14f3c098273d5fa7a905cd0bc3164b0831bde8ecc00517ab4bef7bd947","formula_version":"titan-u-contract-v1","latency_ms":25.79041699999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410979697288958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_85","prompt_sha256":"4aa31cb1afda58d3f989e23139b19b21b03ea2579c57f6abb86a97113ac91d1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714733175924167},"components":{"alpha":1.0,"bonus":1.0714733175924167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714733175924167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5727,"eligible_count":122,"excluded_count":18,"feature_sha256":"112468cea58460bb87d95f5bcb9a3eb38898443a308d32208ebb11996d591f8e","formula_version":"titan-u-contract-v1","latency_ms":28.9496249999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381399842590833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_854","prompt_sha256":"edb999bc815bcc28339d9f58f3fe62fba45cbc4e2565f18de9080437d2cf2ae7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730579296163367},"components":{"alpha":1.0,"bonus":1.0730579296163367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730579296163367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5865,"eligible_count":122,"excluded_count":18,"feature_sha256":"b66625fec517323defa6c7a3e9ff53e862f980f1037baac6ace23e62d6a50072","formula_version":"titan-u-contract-v1","latency_ms":24.58679199999736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397245962830033,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_18","prompt_sha256":"8b47adf3df277ae6751e6054d832f56855cd343c4081da895abf66a8d1b7dd88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"84672a6a662fa818a6c5cf6d38650c4560cbe4125832a726d2239f988133758e","formula_version":"titan-u-contract-v1","latency_ms":23.74179199999915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_865","prompt_sha256":"f122ff729d49657502e60578a8a6dedfac883602f6e6d3f3154a344445092047","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"59289705d71468ec19531495037d06fdba05b456a067bc8e501c173ac3226a60","formula_version":"titan-u-contract-v1","latency_ms":23.805124999999094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1702","prompt_sha256":"02de9919f8dfaf76b5a6a9233dbe5a1bf8a7f0b7cdd40d45f251854d92a6e454","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5ad3920da0be6a015cf666a2fd9411693c45f31bc9162db7d6ba75e00b74813","formula_version":"titan-u-contract-v1","latency_ms":25.045041999998574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1686","prompt_sha256":"78b494bda56ed4edc0a2bd4cbf4661d61a83cb33c12528f1826d22a0860f2912","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"92a7aaa97792ebd43862e32516b9785cc6a1758d97a937237bad1df1d60cffa2","formula_version":"titan-u-contract-v1","latency_ms":27.367250000001064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_528","prompt_sha256":"87b456f3ef914f4e6dc9c99497605e77a645fb2bdf570f88b3edfc1a7fd9bff2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958204},"components":{"alpha":1.0,"bonus":1.0638438596958204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f71c7e008e6fb89a6d74aabc036d8f98eb18106ebe09448f137ffa4c9d82db4","formula_version":"titan-u-contract-v1","latency_ms":22.75704200000206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030510526362487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1548","prompt_sha256":"446bcbe5a406624ed26e5e6050fa33c2090915d55b17e7ab3a27eab3c687a1eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836953},"components":{"alpha":1.0,"bonus":1.0636323524836953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d063a28de2cd16e46d3eab490bc983bd60890beb8ac81e5665c55ee6c6e533d","formula_version":"titan-u-contract-v1","latency_ms":23.951999999997753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302990191503618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_828","prompt_sha256":"b79faea2c2b9e1bc2eb7fda4636699b5a51a748289bed55b02781773c3b42f71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"850868d8911ff269f06e038c77ae2bef19732cc4065557a85f39a444a2b94097","formula_version":"titan-u-contract-v1","latency_ms":22.931208999999342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1212","prompt_sha256":"2820b73f2e13e29ed3060abd88a6ecd2cc82214afb8fc007afe60dc4153175fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"420bee66d8d5f3808fb864b5d0ff2a0d6ccea67ef35cdf7747b8d350d88e41f2","formula_version":"titan-u-contract-v1","latency_ms":22.951249999998424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_304","prompt_sha256":"c814eddc3b061b89f396b968c205b35e9e4bf0f2696b317cd7d2c34d0b29d102","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635787501696805},"components":{"alpha":1.0,"bonus":1.0635787501696805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635787501696805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4551,"eligible_count":122,"excluded_count":18,"feature_sha256":"c444fcbc0e60fd3ddc3906243669a0aeaa0a4ce96a255683c233445b61c3d36b","formula_version":"titan-u-contract-v1","latency_ms":22.827290999998695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030245416836347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1555","prompt_sha256":"99b95d1ed18fc6838fc5f7d4030e014175ad422d9c10b822aac39b8916a7a775","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635260670583018},"components":{"alpha":1.0,"bonus":1.0635260670583018,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635260670583018,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4530,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d37fe0ac2331f5f9dfb364d19dba60895e32fafa55d073bafdadfdc0713c1f1","formula_version":"titan-u-contract-v1","latency_ms":23.27604200000266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301927337249683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1023","prompt_sha256":"f4c8b9489dd1039a16038535c61a63ed83e50fcd7361e82da42d650273c3471d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533485},"components":{"alpha":1.0,"bonus":1.0637288812533485,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533485,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"35383ad719d282d746a883ebc4055776afac3e34fd60365dd598a537178c9186","formula_version":"titan-u-contract-v1","latency_ms":23.65758399999862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030395547920015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1100","prompt_sha256":"a52de07ec069f372ceed2e6ff0c3cb819c9e06bf791c5f314dcd0f1a65fd23fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636141254291898},"components":{"alpha":1.0,"bonus":1.0636141254291898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636141254291898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"60c17ee0898df656cf8ef7146005def14e0a75ac3390099a712304b2e471b33f","formula_version":"titan-u-contract-v1","latency_ms":22.095208000003197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302807920958563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1812","prompt_sha256":"4ec7b4f85930dd09cdcd1bd3e03bcd166c03616815bd6078bd21528560c9f79c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063664435454152},"components":{"alpha":1.0,"bonus":1.063664435454152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063664435454152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"f71fe37d83dba1cc014d81c9a6f3e42d09e445ce470cf69f32230e0beb2a2bb1","formula_version":"titan-u-contract-v1","latency_ms":21.496041000002464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_926","prompt_sha256":"28c5a695c4f97b0d4cad31390bf8843727a64babdba26d93d2de4e9392b8df6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a0ed523882d669a58585670c44ff3a3eda196f06a9ccad20cb65c6049538448","formula_version":"titan-u-contract-v1","latency_ms":22.218458000001107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_612","prompt_sha256":"7717f1cb129594c5e4c2f5781b2b336ca2564c1000cebb1da2f54e1dce6e2df3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063945502011264},"components":{"alpha":1.0,"bonus":1.063945502011264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063945502011264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"55e852cbeee9f5bca255ec52555c5192bd88101d7922f841896337bd5b94e3de","formula_version":"titan-u-contract-v1","latency_ms":22.447666999998006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779306,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_133","prompt_sha256":"4521f8f8283ea8b9ca1d6708eec31a6d6bb56e205221c139d0d2960c0a7823c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"03af0f07a37768ee4aeb5463f65398ce915d052ec7a3148498346d25ad324878","formula_version":"titan-u-contract-v1","latency_ms":25.321457999996966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1154","prompt_sha256":"d8a9d680dc2c91e7d3e7f7ce0c655233ca9539836206eb0486ad5aa841eb520f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"386339a30dcf10406d16216f17ffffd923572deea9d35fa11843daca5b543c41","formula_version":"titan-u-contract-v1","latency_ms":24.416333000001345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1084","prompt_sha256":"c0e89d7ddb52a360302c5980d3c62bf84f64f0446a00b08c10e55362a5ee5b96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063566464777825},"components":{"alpha":1.0,"bonus":1.063566464777825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063566464777825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4546,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a4d9425c1bff585e99c63034f7f3a0704b42971a67f1e8e93b047661d20df69","formula_version":"titan-u-contract-v1","latency_ms":24.590542000002102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302331314444915,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_473","prompt_sha256":"3ff6abe33bac05591b71f756b40d1064fea1894def8ab0284215a9d6c836c1fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe0995cfc6d21b728766f85fe1772adf2532249d11eb7bd6648f971f5ecdf92f","formula_version":"titan-u-contract-v1","latency_ms":24.533958999999328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_776","prompt_sha256":"f3105929279b96c8ffe8b1be9def18143fa65afa69462ace25030eef5e232038","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"10f0e71093739914cb1e2515e80ac08115130154c81c944779cff84bd82ae406","formula_version":"titan-u-contract-v1","latency_ms":24.15962499999935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_404","prompt_sha256":"dee0a6aacd1ec75ccc911f3f7f4fccc5a9c837bde803709ba7bcae1938d87e82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635471898322142},"components":{"alpha":1.0,"bonus":1.0635471898322142,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635471898322142,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4538,"eligible_count":122,"excluded_count":18,"feature_sha256":"a11fb5cb794bc00b2f4149003cd72cf38dbc1413d107ae59a5834963b5c7bdb0","formula_version":"titan-u-contract-v1","latency_ms":23.62833299999778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302138564988808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1190","prompt_sha256":"3f8a4099af8693054d5d4ac1ff137d7182a36910d110826f65bd9b4620292244","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"02425940c43a53282f735f0b012a8120010c95b6253e547ddc4e46559d8a408e","formula_version":"titan-u-contract-v1","latency_ms":28.610167000000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1696","prompt_sha256":"a2a45c7f6b002819f85c7e63d1f648c3004a507f6b852b0066abdc7e0258d1b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063526067058302},"components":{"alpha":1.0,"bonus":1.063526067058302,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063526067058302,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4529,"eligible_count":122,"excluded_count":18,"feature_sha256":"136edc91db63d79ee46e8a2ed703839a05962b808778159e6838e5eeed3dd5e6","formula_version":"titan-u-contract-v1","latency_ms":35.015666000003165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301927337249686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_433","prompt_sha256":"c84199c0b4da33dace98d897927520cd8648e2dfe016974dd05a9cf432642846","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172513},"components":{"alpha":1.0,"bonus":1.0640254674172513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce6831cf54a45c2e6ac802a248478caaeb5de0f9a85e85c18f98809018f6b639","formula_version":"titan-u-contract-v1","latency_ms":30.607208999999358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030692134083918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1326","prompt_sha256":"1410feb366e8cb37273d3675e1778b37f02a63bc0a39ca21d9c5e0f238cc72d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"8882abad0d9b87c10f9ada8f23f30ac09386aba24d2ae5c5046bfd504b38ca22","formula_version":"titan-u-contract-v1","latency_ms":48.14654200000135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_833","prompt_sha256":"fc4d4f134968160b784244fcb466c84bc6d3b6957077b35e39715ad50b01e1a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"15a7d834fbb4e49d09a7b8054035ba0c5ee852f402db93d58a3fe2fcfa938931","formula_version":"titan-u-contract-v1","latency_ms":27.615624999999255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1843","prompt_sha256":"01854408a3017771bb6a947cf739825eaea8a8c085dfb2f3e736e738445a6c80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594011},"components":{"alpha":1.0,"bonus":1.0637700093594011,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594011,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0282616c73c3aa1da035807fa0dbc52d7e9996ac7c247081dd209eb85e15305","formula_version":"titan-u-contract-v1","latency_ms":29.076499999998617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_408","prompt_sha256":"7a563b554f19505a9f11dad3895b3f874b1d8b5e7a34f1e65bdc05a1afb91018","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"0302fce106ac4ec8965160c9c0fc9c77dd46534ef2fbe9de881090fa9340ee8b","formula_version":"titan-u-contract-v1","latency_ms":28.884832999999333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1653","prompt_sha256":"dadadc6e610290fdcdccc6e810efed519534be3d4bf08102ec016978767a3b06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009358},"components":{"alpha":1.0,"bonus":1.0642683850009358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b6092b73e897657b0cca5a9a78e7978bae4a0e42639a2111995ba43f604b698","formula_version":"titan-u-contract-v1","latency_ms":28.78220899999917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1735","prompt_sha256":"f228dbd8974f125a439de3cfa58e1035fe56c683ac3117b20f86792471aa516d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857175},"components":{"alpha":1.0,"bonus":1.0637032010857175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"66abf669670d16a3ff4cd871ba7d67fbd963d1a4b849bdf25ae1cf9f4d1d02a2","formula_version":"titan-u-contract-v1","latency_ms":29.837625000002532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1398","prompt_sha256":"4166667354bb0307065977af1c01ffd948eb534c53031b1a0374f95fd74ec7b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0db14b747e0a946cfd8def5860cef5debacee5aa47b927a3d91b5a6a5065f4c","formula_version":"titan-u-contract-v1","latency_ms":34.09874999999829,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_885","prompt_sha256":"78ff0b35083a301a1b1155970f66206cfe86a45378e09b11ad6d778769a5e461","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"9079822c1ae54ad946da327d5ccbeb3efca04384a8d8e087eeed7943cad89d57","formula_version":"titan-u-contract-v1","latency_ms":27.874625000002595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_210","prompt_sha256":"670cdcacab125efd52bff4e6c3733e03c343ca1e4d4df8c7cab584503eafd19e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636563156454721},"components":{"alpha":1.0,"bonus":1.0636563156454721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636563156454721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"734884574425daab19c23530af4498b2edfef26eb948d8eeeca0949657f54114","formula_version":"titan-u-contract-v1","latency_ms":32.76841699999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_475","prompt_sha256":"8995bbaab3cb644f38d531b6f2987f8c3d8f8380a8bdd3d0c9e44c4846b0f7ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"438aec2dfaf27bdaab8a826687bc0d5342bab42675a1ffdcdedefee502c91f12","formula_version":"titan-u-contract-v1","latency_ms":27.38216700000251,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1239","prompt_sha256":"3b36a9206408d06119499ee9a6a77a681d06f8c19d76ebad517b14ed7b2f08b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d567f730be61b2df241af5024708c5d099712584c9c7759ef2008528a87a933","formula_version":"titan-u-contract-v1","latency_ms":32.74125000000083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1045","prompt_sha256":"7f77c332156d350e20f5e9b5aa438cfc82bb99f3ead3b0c23696c4dd82cedb5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024959},"components":{"alpha":1.0,"bonus":1.0636297266024959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"9aa3a6291a8f938867bdb5cdc1fcf6dbc476c665281ade0e8126572108d2759b","formula_version":"titan-u-contract-v1","latency_ms":33.61795800000067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_386","prompt_sha256":"0383de13d6d79067d092e4bb0b123b6e39ebb08b3135a72066a1dfd4c4c990b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024959},"components":{"alpha":1.0,"bonus":1.0636297266024959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"722df9938f78c0d18d7aaf7d7eb82c57891f4a99b0680785d80e0549559a81c8","formula_version":"titan-u-contract-v1","latency_ms":27.87508300000141,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1073","prompt_sha256":"af87e681006ebdfad7c02de7792ee8b30834a75d064aef2b02ca37c6a13ad2ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5958b28ef97d7363ff92c644a489aa7a9d963a0a992bed1f337b1fa5f1e5ff5","formula_version":"titan-u-contract-v1","latency_ms":27.965916999999507,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1508","prompt_sha256":"d72507df78de08d624838732641fed7c7428d046f27909b871678b98eeda15fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"736809b025d4f79a89f86e1aa1a04276884da35af9e21e0e78d5b15af034f7ea","formula_version":"titan-u-contract-v1","latency_ms":27.629750000002673,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_369","prompt_sha256":"f67f1d300f02d32d5aa71c22666ead0c52659da4235ad3d4021c5828480fa19d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"48220343d8894c4f760b911a33f299e7d6f42872aae07ecfc953366b0066ff72","formula_version":"titan-u-contract-v1","latency_ms":25.561624999998145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_758","prompt_sha256":"8513c2728019a345ffeaf6709155c9e9a0b3c819699a7f7531cc1968e0cc0004","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d12167eb0447542545d60d6b1adf2a527958e6a1984dd87567589b4d96f70cf","formula_version":"titan-u-contract-v1","latency_ms":23.306833999999554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1464","prompt_sha256":"fae0d301a3afe98ee47508a36d4d0a11c6e3d3fcd4b832f8c4c52c7e2d6d7fc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"26dc3eece4b476ad75d03601f3b82ac9b629222ca2b18af76692e7665e1f038d","formula_version":"titan-u-contract-v1","latency_ms":23.469083000001945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_795","prompt_sha256":"ddf5d11042af9fd6e0551119b25f46ee476fd27d231ebab5f730c8083f3d0b83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ea3b4b0b37b34322f5ebc7c66dd88207ae9a632d094d90c37a6566bc9fd816e","formula_version":"titan-u-contract-v1","latency_ms":22.217665999999525,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_740","prompt_sha256":"504a0e91d5d393f5fb53691b92a52b410febe2111f94e25a1dd151f42d63dcac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"b75d3111e6644d4fc7427357b96103ae6e9ae1632980dfc7e78df76612db2caa","formula_version":"titan-u-contract-v1","latency_ms":29.841917000002383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1727","prompt_sha256":"f6db9618972367ac60af99158b217ab1a0883710cf2aaa021fe6f5063dbf34b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7b93c1f4082c71ee090dade6abdb008fa857ae4290c64e5c27de56223b68859","formula_version":"titan-u-contract-v1","latency_ms":22.5148329999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_91","prompt_sha256":"9be71b52e7ff472c424975e3e8c2cfd41245cf136215ba136da7b0c5dc6b6053","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8620d837096a219e6c91f2c726fefe1ac6e71f278f4de5c1e3af834be7cfd03","formula_version":"titan-u-contract-v1","latency_ms":22.82387500000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_499","prompt_sha256":"e7889cce21f443f24fc8976530ec6141526d53ce00ecd3f9608c8d5b97131fd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e3eee346e11059ab922079df1faeb3fc970ea8d36f890b4abe02b0f7a6e03a9","formula_version":"titan-u-contract-v1","latency_ms":23.71054199999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1270","prompt_sha256":"eaeb89c8c2fe4d0756f675d2255f4527eaa149c360053df45508c4ac3e7d9c0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bed5fd5bdbc4b785a44938c151f8161e57e915af5d22b34da6021f7c73bde4f","formula_version":"titan-u-contract-v1","latency_ms":21.766709000001327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_619","prompt_sha256":"95c51545b7e93c1852c32e06582965606a4568d20e157bd156d53368b8f2e77b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411276},"components":{"alpha":1.0,"bonus":1.0636919784411276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"206d5ab74c0309c01a68eb4f35adc8c89504f3eda9449b29bdb0eaa557d75673","formula_version":"titan-u-contract-v1","latency_ms":24.018416000000542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303586451077942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_198","prompt_sha256":"17caeecdeec3ea83d0da904c752ffea591a3003917202c16b26cf6863f3ced6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4bbed61527141f242f10407d8b68ed90726143b6c7f290bc5d7d47534b610a3","formula_version":"titan-u-contract-v1","latency_ms":24.478583000000498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1360","prompt_sha256":"b6a7b20f4ac609ffb4b1d8108a3946cd9d9d0f6a28cdffa44c8e03c339299675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"f377281b9dbbb83bdc83a4635322802e2312a9f31beb6cd3335ed298ed244dc5","formula_version":"titan-u-contract-v1","latency_ms":25.010166000001277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1473","prompt_sha256":"30b735fd59ea41fcf8d5cda552b8e9bad8fff155587447938149e6330cb4a8a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635862094818642},"components":{"alpha":1.0,"bonus":1.0635862094818642,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635862094818642,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4554,"eligible_count":122,"excluded_count":18,"feature_sha256":"22290ac00d1b203663156c837489d71810085375dfdca6d1c39039e17b5c66b4","formula_version":"titan-u-contract-v1","latency_ms":21.09695800000111,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302528761485308,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_492","prompt_sha256":"e86236c66de93420e95b8237b8016dd4a8c73c3e1a6b172cad55ad9ff85d8dc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635762784116614},"components":{"alpha":1.0,"bonus":1.0635762784116614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635762784116614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4550,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a7c6dae6dac78b9801f847a1d29f95571520a10f20ca67fe51749ad6677e739","formula_version":"titan-u-contract-v1","latency_ms":25.560082999998457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030242945078328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_308","prompt_sha256":"6acf85df64ec187d33999133d86c4b349c298c469a5efacca9cc1c3952afc25e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117749},"components":{"alpha":1.0,"bonus":1.0641507801117749,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117749,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"e500f5c5690bdd0bc695522b5084929f69f28d80405cf0847af5349f02654830","formula_version":"titan-u-contract-v1","latency_ms":24.852416999998184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1236","prompt_sha256":"f5d7a5bdc787714c528344c208fec60fbc14797290c8742ae5982e77b80dbc94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798389},"components":{"alpha":1.0,"bonus":1.0636482618798389,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798389,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7f66d4cb6e1d31f81dc82b29dc8b296190871cf9c7eaabdf1b54e1cce9f5ab0","formula_version":"titan-u-contract-v1","latency_ms":22.27016699999851,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_77","prompt_sha256":"1bee7a303dd0aa74dc872132b2d9352a35f6b96bbb9a27b91426a2e42331b564","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6cb1bed1cc1cfbf91a76c0e23482512237a06dd0761e2143ad5d2bc8fce2db0","formula_version":"titan-u-contract-v1","latency_ms":22.91966599999995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1847","prompt_sha256":"523c5a0474025ee34d577374d99cb954ce65851be136e1a7342bb3181e608f58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"91d3e36d1c7e8fc55fa96566c340f4bac27a140bc27076a9080a739e42a439ad","formula_version":"titan-u-contract-v1","latency_ms":22.539000000001863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1438","prompt_sha256":"05dae6542bb3e0e1dd88b37076a598b52c5379223f77af14f51fbf371ff1c6f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649054},"components":{"alpha":1.0,"bonus":1.0636192964649054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5f401bf6f4a8dbfa1ad00f5e6bde9371f96f7037d4b78786b7a2add3d1d6702","formula_version":"titan-u-contract-v1","latency_ms":22.39745800000037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030285963131572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_2","prompt_sha256":"3876d194534f5162cb546a7160e6bf15aab415ee59e606177b5f8da712dfd355","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"04d0f35ddebbde35c29122e0e8c53689fae4d2820725a26b8ca63629f932acee","formula_version":"titan-u-contract-v1","latency_ms":21.996790999999405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_22095","prompt_sha256":"513c3b9fc7ce9dd89006b728b72a22b2b18ced1d2b1ce0a5be7f949185090842","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261783},"components":{"alpha":1.0,"bonus":1.0643504511261783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"7995e425c16ee7c82002d3721da60662ddaee1fa6ea1d8e422f9693a401617fa","formula_version":"titan-u-contract-v1","latency_ms":26.047375000000983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310171177928449,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_12968","prompt_sha256":"e87fccbad957feb1e96f2b7f88d4399c150ea2b9ab306fd7275a520b09bca9bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"94b72ee7b7561dd921f4d248bb6682749fa865e0b745db22287dc1a3b06acae7","formula_version":"titan-u-contract-v1","latency_ms":29.97295800000188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_24393","prompt_sha256":"4fbc7bb8086dea68a03398771b416a3b458aa5d1fe8883440bb36a91f85c7777","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064083382687889},"components":{"alpha":1.0,"bonus":1.064083382687889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064083382687889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"7231f17480a951bd58701e0e7f38fe47eccdd963cdf0487fa8dd97bd56096753","formula_version":"titan-u-contract-v1","latency_ms":27.568041999998627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_7839","prompt_sha256":"48d4bea7010647e013c477cc96bbf115f8a1763f6605d2dfb75522dd5323c03e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640687279553422},"components":{"alpha":1.0,"bonus":1.0640687279553422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640687279553422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab9e0ca78a45d99dc8b5cf2bdd1dee67ff75ccff2700fae965ea586934c74385","formula_version":"titan-u-contract-v1","latency_ms":24.82216699999995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_13810","prompt_sha256":"37eae84daea8b3c37d877add242ca98d7a5fc04b72f6a6f96844c44fd430e364","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce5b429806475809d0b405c48aea97d0038a0c9b554548dae11949813dbb5a0e","formula_version":"titan-u-contract-v1","latency_ms":27.68112499999731,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_26846","prompt_sha256":"6d1df2ae5c7698add0fb0f2fe7878feb1c7a07df273e43e195e5f3a9d20c21ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"1856ab4b8234deb32905f9798e780272bba8f3d0f2113b58817daa0d1e7e9bba","formula_version":"titan-u-contract-v1","latency_ms":23.59999999999829,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_18511","prompt_sha256":"99d5736a7613920548ce1f3d399ea6f5c730fa170e5fdb0ae92001571d824d8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f66bffea373c15aa8dd8143c1e9455c0856def86c4f88c52b6d1d45fda4e0e1","formula_version":"titan-u-contract-v1","latency_ms":28.154540999999256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4526","prompt_sha256":"345582637d9a561075d408dea1b814921c5cac0c1b009c64abac036089396aac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063911944194631},"components":{"alpha":1.0,"bonus":1.063911944194631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063911944194631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"bed1c4d7a3e057fc23e45ddb80161af5ea2d96452e4a0cc9574c08b0de2c27a2","formula_version":"titan-u-contract-v1","latency_ms":23.205708000002545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4506","prompt_sha256":"b09653640a149974aaebd2302e64aac01d8570d22f854485357463808c460fa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684832452184263},"components":{"alpha":1.0,"bonus":1.0684832452184263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684832452184263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5435,"eligible_count":122,"excluded_count":18,"feature_sha256":"819da5a865a58638d7bf91ba8911039bf45b428943fde29c2ac969e914aceb67","formula_version":"titan-u-contract-v1","latency_ms":22.148540999999966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351499118850929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12894","prompt_sha256":"9083760fda0a9d5083d845b552e0c20c7dcb9799bf15c8928817df4448c15fd9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708798368631283},"components":{"alpha":1.0,"bonus":1.0708798368631283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708798368631283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5686,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fb446d1981a4099f83ea76f164a7b2534c9caeb89f99bca3305916c96e551e2","formula_version":"titan-u-contract-v1","latency_ms":26.2633749999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375465035297948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_18766","prompt_sha256":"21823eb6526109758461faad8369dc6baf05a7a79d9350d50d1de7416650e661","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709222660865727},"components":{"alpha":1.0,"bonus":1.0709222660865727,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709222660865727,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5687,"eligible_count":122,"excluded_count":18,"feature_sha256":"daff14360b98e4bb2230ab8ba59da562b09f6b644b26067c81e67bd18b039a9d","formula_version":"titan-u-contract-v1","latency_ms":25.91137500000329,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375889327532393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_18477","prompt_sha256":"c6857dbb244bf733f07717f108a73c19b3c62f8e7ee5d830e85f10d63748a2fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071605691386762},"components":{"alpha":1.0,"bonus":1.071605691386762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071605691386762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5750,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9617cbd0c5bc3533263e06cd77222143dc6f79c18870b3a8e6d52e2dc11fff6","formula_version":"titan-u-contract-v1","latency_ms":25.858416000001938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382723580534285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_17965","prompt_sha256":"2b9e367ae1397ad6a72bb29410d84630f34e939e6d13f54052ade830bf48ca40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706276780468549},"components":{"alpha":1.0,"bonus":1.0706276780468549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706276780468549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5657,"eligible_count":122,"excluded_count":18,"feature_sha256":"f262aa8a72de7103301b5cf0f06bb175f3c1d47b3e1b69af40e861ddd0ab04a9","formula_version":"titan-u-contract-v1","latency_ms":24.509416000000783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372943447135214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_15955","prompt_sha256":"fe1b071de53f6a3ed32db428b70f8846013fb47471fd582f61411dfeb27c5863","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649758249897037},"components":{"alpha":1.0,"bonus":1.0649758249897037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649758249897037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4922,"eligible_count":122,"excluded_count":18,"feature_sha256":"43b90004d924e5e1daff215b04a50ce86b8232959fc0723c5a745324732430e4","formula_version":"titan-u-contract-v1","latency_ms":26.316291000000547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316424916563702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19567","prompt_sha256":"03a9573a52cdcf2487557b5df10e2a0ce6dbd25b2f5509d9567bd511a3621ed8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064600409191167},"components":{"alpha":1.0,"bonus":1.064600409191167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064600409191167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4845,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1911b6a4d624c751aca115aaf9fbbc312dd4ed00326b2065baac92a7022b5f0","formula_version":"titan-u-contract-v1","latency_ms":26.460583999998732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_762","prompt_sha256":"149eef3d88ab0168eb9bf51bb576518d408f2c686543b294c846aa62b6322f74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1271909533492983},"components":{"alpha":1.0,"bonus":1.1271909533492983,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1271909533492983,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5631,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d128c5a49168fbde388223c188aafde8fa271f07a34953ba8caa8a8b813af3c","formula_version":"titan-u-contract-v1","latency_ms":24.979708000000045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0938576200159649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19410","prompt_sha256":"997d39d32c9ef022212e82e81c2001850464f8559e407bcfcef4494e0ae90d57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065707984305504},"components":{"alpha":1.0,"bonus":1.065707984305504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065707984305504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"70cf3811aa9997b75a64a12519ef1064f6a5c255ecc6741801ae8c23f0b7de91","formula_version":"titan-u-contract-v1","latency_ms":24.91445800000136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323746509721705,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_522","prompt_sha256":"dc3f93a131bde55e690a09e8789ec8259600a1d33d8d10dcdbed82d99d237813","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065064552034289},"components":{"alpha":1.0,"bonus":1.065064552034289,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065064552034289,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a1cea0484861ab679a06644567e2b1bd27f5482008e38fefe903b66566c6c83","formula_version":"titan-u-contract-v1","latency_ms":21.92670799999874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_767","prompt_sha256":"40723b42a590aeac40d6b13b4f0c9c5c8741f616859ee7a4c655273f71e9c161","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064884181642539},"components":{"alpha":1.0,"bonus":1.064884181642539,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064884181642539,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4904,"eligible_count":122,"excluded_count":18,"feature_sha256":"c30d11f983c19b87d102d0b1a75a647f37075981f276f688bed08dde86daf640","formula_version":"titan-u-contract-v1","latency_ms":23.23358399999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315508483092055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19387","prompt_sha256":"11000dd2d73bf4da3cb99c687409bc06c6018039e8fa6361a7fd2b2aefb259a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671586690834685},"components":{"alpha":1.0,"bonus":1.0671586690834685,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671586690834685,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"495e727dc51c2e06c4b4ffaea660b4d4413ea27d2b1537d6dc5a0ee36e47105c","formula_version":"titan-u-contract-v1","latency_ms":23.745083000001443,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033825335750135,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1408","prompt_sha256":"b4a53d4b6f128584a4c412549d9457aefe00079291783efa18b25b4a06ecf8b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653774602517645},"components":{"alpha":1.0,"bonus":1.0653774602517645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653774602517645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4994,"eligible_count":122,"excluded_count":18,"feature_sha256":"9452f17727dd1723409e0d0e85b14f2065862db31353bdc99d0a9fd039c90701","formula_version":"titan-u-contract-v1","latency_ms":22.642249999996977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032044126918431,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4046","prompt_sha256":"b2fddbf3d601ea2a9d8823df629f29b34b8122649010051a5c77a2dfb7c79e14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653096124190846},"components":{"alpha":1.0,"bonus":1.0653096124190846,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653096124190846,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4982,"eligible_count":122,"excluded_count":18,"feature_sha256":"72ab4a1f6257e8c24ae273b2d632993cfc7c8d5ec2d6cd320e39e9e7bd45d374","formula_version":"titan-u-contract-v1","latency_ms":25.86174999999713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319762790857512,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4102","prompt_sha256":"ca9006c170b1c65f336c695a1398a61a246cc350479cdb2cdcd37769397a9557","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619454},"components":{"alpha":1.0,"bonus":1.0652594167619454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf6df3556ce1936de619bbfabca072a4876d948c7327ea81c618a9edce135fe4","formula_version":"titan-u-contract-v1","latency_ms":23.737916999998276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031926083428612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3137","prompt_sha256":"4b97dd80f4d49c1c023d79424d7b3d42ad771388ad5bd02f0b1db3f3b32b3730","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065825325745265},"components":{"alpha":1.0,"bonus":1.065825325745265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065825325745265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5080,"eligible_count":122,"excluded_count":18,"feature_sha256":"82098284f88207315d939f4c64e2268323c5391280ab488665a661ba8c95501c","formula_version":"titan-u-contract-v1","latency_ms":24.010833000001952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324919924119316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2695","prompt_sha256":"941972ee8f74be1622d07b69323e2de81703454fc12cdf8f772baedcc2be283b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650645520342887},"components":{"alpha":1.0,"bonus":1.0650645520342887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650645520342887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4937,"eligible_count":122,"excluded_count":18,"feature_sha256":"47f88a043aa99ed9d5580e2cf962c6e7fa1a2156784d3d6660a08050c918dabb","formula_version":"titan-u-contract-v1","latency_ms":24.103166999999814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4160","prompt_sha256":"987b3643311d91410a0baad81d7957ff17f53a2053453e20affd6717078620b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"43dd1f49099e3cdee201dd3215bff0700b42ed6850db3ef4f585f0e613345125","formula_version":"titan-u-contract-v1","latency_ms":23.22308399999784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3499","prompt_sha256":"4a96ff33ded2f1eb3ee1a841ab99c7526280a13cebebd8716cee2744da53a67e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1325721865790719},"components":{"alpha":1.0,"bonus":1.1325721865790719,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1325721865790719,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6097,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a07f3b25335408cdbcba749353348688146afe26aae40a3d1c182c336d5f696","formula_version":"titan-u-contract-v1","latency_ms":25.531791999998887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0992388532457384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8531","prompt_sha256":"bc1f088ef10d8c88a03f3c1afe7f938d378c997546adcb1908df9a2019252966","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067289649210794},"components":{"alpha":1.0,"bonus":1.067289649210794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067289649210794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5284,"eligible_count":122,"excluded_count":18,"feature_sha256":"8812e30656870d64c4efd95acdddac571e5eb3b35a300f4e3de71fcc58131557","formula_version":"titan-u-contract-v1","latency_ms":25.30425000000136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339563158774605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7393","prompt_sha256":"9dac39c4870277d0ea811986fd2dca6506e14589cc0acd2132364a5db6be19eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06907122365631},"components":{"alpha":1.0,"bonus":1.06907122365631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06907122365631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5493,"eligible_count":122,"excluded_count":18,"feature_sha256":"060b9d0ed4ed63a8b83471404d9b43a0cd73e8f63feb58434600a251da1c0165","formula_version":"titan-u-contract-v1","latency_ms":27.514458999998936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357378903229766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7738","prompt_sha256":"aad8ff89225ed35012acd9d08f386e699978232afa3cae2d91b0ac8e82644de4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074830542603112},"components":{"alpha":1.0,"bonus":1.074830542603112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074830542603112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6010,"eligible_count":122,"excluded_count":18,"feature_sha256":"a312562fb5cea314035265de7799e41817d1681a06dfd84ed28ed66cf0706924","formula_version":"titan-u-contract-v1","latency_ms":25.94075000000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0414972092697785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4732","prompt_sha256":"e1c98bb2f827fc0e364e086584030e8cd5bc465fd3b044c9988288266660c426","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689879888532425},"components":{"alpha":1.0,"bonus":1.0689879888532425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689879888532425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5484,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f67a50cf282fe561aa4549f27b7a653967492e6ace9a4bb70a10883fdc3b7d4","formula_version":"titan-u-contract-v1","latency_ms":27.017332999999866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035654655519909,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7725","prompt_sha256":"caa9d5fb3e5a597a532c7ff0da50aaa51511af97505493fb26d47ecc880fa54a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804186688501822},"components":{"alpha":1.0,"bonus":1.0804186688501822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804186688501822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6405,"eligible_count":122,"excluded_count":18,"feature_sha256":"a100326a6f741171faa54ca8585d84c854c1d20f45054959f084793b11fcd041","formula_version":"titan-u-contract-v1","latency_ms":25.33308299999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0470853355168488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4780","prompt_sha256":"c90ff1fd9a27aca80cb0a3014068b7d8e0d7fa34d172ac565b862f1fdb9fbc93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197894},"components":{"alpha":1.0,"bonus":1.0636115509197894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"534fd52df4797066c83f247da268cdafd9e88a8794e667cf909f2377f3619cf4","formula_version":"titan-u-contract-v1","latency_ms":24.880667000001466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030278217586456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20079","prompt_sha256":"9647b324cd3115d8d32da48447acaa1d08725d00027b3fae5198360997dbb717","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634966061299866},"components":{"alpha":1.0,"bonus":1.0634966061299866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634966061299866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4523,"eligible_count":122,"excluded_count":18,"feature_sha256":"61abc23bac6125b3d7b853283ee9c4c04530874c602b6b1dbc9d73ae920f1b34","formula_version":"titan-u-contract-v1","latency_ms":22.59541700000156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301632727966532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19738","prompt_sha256":"5b4f1f9974f452e16f241cf614de0324b6cea3f72d6890d60a8d287315280dd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634966061299866},"components":{"alpha":1.0,"bonus":1.0634966061299866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634966061299866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4523,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c0d0227c132e559fd491b6e35bf80a8876f1428bc11cdc6638c4d1d588c293e","formula_version":"titan-u-contract-v1","latency_ms":22.498417000001325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301632727966532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20253","prompt_sha256":"472d0c8330f4c6334e0ade6497752b7b0746bb7cfc6dfaea58ccd7c4eadb6126","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594924},"components":{"alpha":1.0,"bonus":1.0635987884594924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e53422fb0e8125ed8555eb8aa6fcf8aca8ed85b1815ee18be6ce4a1b34b312e","formula_version":"titan-u-contract-v1","latency_ms":23.985374999998754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030265455126159,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20189","prompt_sha256":"47bdfbd166bed6df0cf3e650271ab84d5326b0975ac4fbfaa5cb8570d96a082a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"56fd1f67211f6a9a80cba09a9655682c5dd7d257b22ab75184dc98e18637a4d2","formula_version":"titan-u-contract-v1","latency_ms":26.46566700000008,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19661","prompt_sha256":"29c524bca73d956e6e35c528e4418d4cbd9e23e4f2826d5580922d83fe99f0f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635377285268255},"components":{"alpha":1.0,"bonus":1.0635377285268255,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635377285268255,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4541,"eligible_count":122,"excluded_count":18,"feature_sha256":"8934b2a28d24892fab2722c6092f6c292bb2069703fc63d4e3634f5b529dc2cc","formula_version":"titan-u-contract-v1","latency_ms":22.829916999999256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030204395193492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20123","prompt_sha256":"54c9cbadfa3de6f6fe235f53781074efc273c8f16e7ffae5b5e8fae25b8553bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4570,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ce85bb87ded6333cb10d822ac9dfe5573781231f470c443edab4d10fa43a337","formula_version":"titan-u-contract-v1","latency_ms":22.580458000000192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19953","prompt_sha256":"b2bf99ef1b0b51a66eddb78824886be1c17f160974041cfb42e523e409c5469a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635055388901367},"components":{"alpha":1.0,"bonus":1.0635055388901367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635055388901367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4527,"eligible_count":122,"excluded_count":18,"feature_sha256":"437fda5ef55a4b6ef186312c81b4232838b1602d104f6eeeeb382e92bd267df4","formula_version":"titan-u-contract-v1","latency_ms":24.06212500000038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301722055568032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20019","prompt_sha256":"b1e6ba5caf6f752e0cc503a7e813cd5347a7312c21d31570e791081c9b299149","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063601326273148},"components":{"alpha":1.0,"bonus":1.063601326273148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063601326273148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4567,"eligible_count":122,"excluded_count":18,"feature_sha256":"da86e6043ad39c72f41fe26e3716075e1a517e4a0de667fec144491a7a653bea","formula_version":"titan-u-contract-v1","latency_ms":25.740500000001276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302679929398146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19794","prompt_sha256":"71676fc5dd04a4d5032e3eea73ed9daa198a3b31b68262483a7fe8564e4981ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636013262731483},"components":{"alpha":1.0,"bonus":1.0636013262731483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636013262731483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4567,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa6fb99a042fa490aac7354b7653cfbec973127ec4dd2831523ae89bae2383dc","formula_version":"titan-u-contract-v1","latency_ms":27.38300000000038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302679929398149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19695","prompt_sha256":"c5f85cb3d5d3dfa47bba8f1812bb67136bc14920feb403a3c2503e96e6e49549","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094744},"components":{"alpha":1.0,"bonus":1.0641355977094744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a304c8d14792c202aafcd57d2d2074c2543fc688bf827b44b012cc30f8b0659","formula_version":"titan-u-contract-v1","latency_ms":24.364417000001026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030802264376141,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20368","prompt_sha256":"bf9e5fc648333a64d9ad332b8012b8d9b500ba673b922c9adaab269c0ab9df56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635640297191804},"components":{"alpha":1.0,"bonus":1.0635640297191804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635640297191804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4559,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6d8c6d74f52f899152c7049603e01e3d6cdcc1242ba0dba346ddd1e44f642a7","formula_version":"titan-u-contract-v1","latency_ms":27.44066600000039,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030230696385847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20311","prompt_sha256":"c68c6f5a752c3962a1d2f23bc96a90643de56abdc6b7800156458c39344fa808","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922156},"components":{"alpha":1.0,"bonus":1.0637941566922156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ea9414841876077d65ef059a1612207ee20461fc3dbe518b9d7f1c7cd77bcc3","formula_version":"titan-u-contract-v1","latency_ms":29.965209000000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588821,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20370","prompt_sha256":"6ea9c59ff77dfcb6339f004c430a2a3b6352adf788b5f51b77e0a91b63592386","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633070501094686},"components":{"alpha":1.0,"bonus":1.0633070501094686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633070501094686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4411,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c24d002f3c65da363c78d88f9b853f57b3ba521772a298a9d85ee1fca84fd1e","formula_version":"titan-u-contract-v1","latency_ms":34.912916999999766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299737167761351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_568","prompt_sha256":"0ef9799b1ad607e1997b63078d69ab9280ede745d4d454cb1f6a5c43a71a3eec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635519645273568},"components":{"alpha":1.0,"bonus":1.0635519645273568,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635519645273568,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4538,"eligible_count":122,"excluded_count":18,"feature_sha256":"0049505b58c3770200030b547d9742b00c32680876daf9c12a52c9218f538834","formula_version":"titan-u-contract-v1","latency_ms":23.657916000001222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302186311940233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_246","prompt_sha256":"415e6fc7d1e0bf6856c86461f7076b194e4ae8a0af3f7fa6e5b9ba0aff43c34d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063364446138999},"components":{"alpha":1.0,"bonus":1.063364446138999,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063364446138999,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4447,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f489d22e8ca60be913501cdfc258d5d5ebe10f1a840c40572310f9a9edad0c2","formula_version":"titan-u-contract-v1","latency_ms":26.17162499999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300311128056656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_156","prompt_sha256":"7794e19fd1c15e58411d3a5a19a13cb839698768305f133a7532b6581032c558","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632766609930362},"components":{"alpha":1.0,"bonus":1.0632766609930362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632766609930362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4389,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e138c3d811371d9b2939d89868c28dd7b8836a1450599cf9571fe6704bb865a","formula_version":"titan-u-contract-v1","latency_ms":24.59591600000266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299433276597028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_715","prompt_sha256":"a2ee3c97175cc7b444b4a5011dc6e3fa37c0ea176d14e6e3272be2206ae56dea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633070501094686},"components":{"alpha":1.0,"bonus":1.0633070501094686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633070501094686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4412,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b8fd97611c7e0833fa142a07a4f70964fc672ff9dd35808667f559f3f447890","formula_version":"titan-u-contract-v1","latency_ms":21.73220799999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299737167761351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_883","prompt_sha256":"71cae3333a65a259a6d0043658a2de8f904a7e8d281ef73c3a6d17560d537592","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632845963393338},"components":{"alpha":1.0,"bonus":1.0632845963393338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632845963393338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4395,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc16a0483f6b4a5b58fc1a5165c5a9f4e6d2d43565c0c7d22eb20eb844d8483b","formula_version":"titan-u-contract-v1","latency_ms":25.78604200000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299512630060004,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_90","prompt_sha256":"99df0dbd49b7f2ac97f7579401199eaa4ef9a071a9786f77c557e5f17cf3581a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635353815517847},"components":{"alpha":1.0,"bonus":1.0635353815517847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635353815517847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4531,"eligible_count":122,"excluded_count":18,"feature_sha256":"e23bc54abe27d4efdc5a177abfe0195dc30dc755d7c492c3b62f37a84c9b5f78","formula_version":"titan-u-contract-v1","latency_ms":21.929457999998903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302020482184513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_516","prompt_sha256":"16c8a97cf3a87d333fa2e6e3e79be99b46962338e2a1f883a12ec56a8e4ec3ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634099045053134},"components":{"alpha":1.0,"bonus":1.0634099045053134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634099045053134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4472,"eligible_count":122,"excluded_count":18,"feature_sha256":"434798dfdd0efc93ceb4bb2f52effe40bea3574fe531fc10bb6aeb78f6b98552","formula_version":"titan-u-contract-v1","latency_ms":29.03262500000281,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03007657117198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_46","prompt_sha256":"c453c58630c43bf065609ef343b38d761ebd043b682b3a6706b5da86b2846ea1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634254205161733},"components":{"alpha":1.0,"bonus":1.0634254205161733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634254205161733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4480,"eligible_count":122,"excluded_count":18,"feature_sha256":"192f02ad962f2236bf0f9fec53f35f2c1a4035b05ade8768ef454cd65b950ddc","formula_version":"titan-u-contract-v1","latency_ms":24.953707999998187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300920871828398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_97","prompt_sha256":"f80ff3335f21a694661769af3a0d88f7b1ac41d54cb9bb6b529e038256c95f49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06323880563705},"components":{"alpha":1.0,"bonus":1.06323880563705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06323880563705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4357,"eligible_count":122,"excluded_count":18,"feature_sha256":"d575c8a222b2851ed20524dec972d5aaa55bdbaf2c6ec834258ac0a1d79615e9","formula_version":"titan-u-contract-v1","latency_ms":27.200541000002687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299054723037167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_130","prompt_sha256":"91bf023a135493df20cd4ac5f952d7e39ce00af639fb8749e03aa9dd2e543246","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063355905259382},"components":{"alpha":1.0,"bonus":1.063355905259382,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063355905259382,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4442,"eligible_count":122,"excluded_count":18,"feature_sha256":"92ecce2e19fa1278c767000e2bb9fa6abd17444c6fd8b4461c7e4588aa8b5073","formula_version":"titan-u-contract-v1","latency_ms":26.14004200000153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300225719260485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_222","prompt_sha256":"d5d27b3411ee9cca63467649e04847ae72c9241d453e6b1a43b88c9397e5fd6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063331384288313},"components":{"alpha":1.0,"bonus":1.063331384288313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063331384288313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4427,"eligible_count":122,"excluded_count":18,"feature_sha256":"92a53651e83f72f8308e524dcd078f7729945591699e3002e7c1fe0d56203242","formula_version":"titan-u-contract-v1","latency_ms":23.031041999999502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299980509549795,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_610","prompt_sha256":"dbac1576dbedf0586b45780f334ea8417f71ab46cd0b73eac0da5b6352716276","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633802824013618},"components":{"alpha":1.0,"bonus":1.0633802824013618,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633802824013618,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4460,"eligible_count":122,"excluded_count":18,"feature_sha256":"759950b3ce53712ce9ee6d4d1c3ee1bbd9b6ae1b52744906e8c3e40a8f8e54c1","formula_version":"titan-u-contract-v1","latency_ms":26.126333000000557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300469490680284,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_123","prompt_sha256":"23f2573dd668331b07a9f39a844e7d2aec645a966e1dbda93aeb175f3b720718","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06327407464515},"components":{"alpha":1.0,"bonus":1.06327407464515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06327407464515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4387,"eligible_count":122,"excluded_count":18,"feature_sha256":"dad216a7374362e7a5c0ace020bcd51e8ee16ae3397295ce4111bf68f057f51e","formula_version":"titan-u-contract-v1","latency_ms":25.574624999997297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299407413118165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_968","prompt_sha256":"b4629aff1de6a2807cf468b0ac50e4a62d0e10ad770185d89f405f96972ed978","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063277965185962},"components":{"alpha":1.0,"bonus":1.063277965185962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063277965185962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4390,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ce428fd4f115d517fbf87d3a1620ab231262f090c75065a710573665366dae2","formula_version":"titan-u-contract-v1","latency_ms":20.804208000001267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299446318526286,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_191","prompt_sha256":"38bab5a827b6e039ffd56e58ed86cc571d0df12fbe9793142dd3cd34c0b92446","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632727924902428},"components":{"alpha":1.0,"bonus":1.0632727924902428,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632727924902428,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4386,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c7128f63d978d9d1b6d7fccce103458eef973c1d0a52fb8d90e6a8a0e72fd74","formula_version":"titan-u-contract-v1","latency_ms":26.946542000001017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299394591569093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_116","prompt_sha256":"92afe04f7c3e67450f507619dea5a2d6237ebd28d87ac15b61e07d50ab560535","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632845963393338},"components":{"alpha":1.0,"bonus":1.0632845963393338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632845963393338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4395,"eligible_count":122,"excluded_count":18,"feature_sha256":"2670d633c15466e74b318ca8823bb86d8c8107cbd405877d73e0ea542ed57870","formula_version":"titan-u-contract-v1","latency_ms":25.10766699999678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299512630060004,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_986","prompt_sha256":"2954364fad6231bd029667db6756cf8db3373dc1a43b503c85a4599d3b11a366","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633235778679977},"components":{"alpha":1.0,"bonus":1.0633235778679977,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633235778679977,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4422,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ab403729c37ad71e2e5186b5941020e3b9980a107b174f36cca18e32b64d21b","formula_version":"titan-u-contract-v1","latency_ms":27.797750000001287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299902445346643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_36","prompt_sha256":"d2d41e2ef0a37bcefba301397aab0c3803049842fad8ed8a22081ffb0b1b4d59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632627997113413},"components":{"alpha":1.0,"bonus":1.0632627997113413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632627997113413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4378,"eligible_count":122,"excluded_count":18,"feature_sha256":"69b1dc12da30e9b9c7fdb12c38c60025351ebad2840d8887c1700c8ebdad6aa0","formula_version":"titan-u-contract-v1","latency_ms":26.012875000002822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299294663780079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_638","prompt_sha256":"621ac2265ae41a731322a76c967fe2f0656dcdea284b3d280276307e0bc38f02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634099045053134},"components":{"alpha":1.0,"bonus":1.0634099045053134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634099045053134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4472,"eligible_count":122,"excluded_count":18,"feature_sha256":"a61d3d070ed0904a0ac584413434ae6ac38b282cbcfa4fffdfdf77baa4e4b750","formula_version":"titan-u-contract-v1","latency_ms":25.230875000001873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03007657117198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_491","prompt_sha256":"e67b0b55ec4d3ee7b33a46575c5ccb8c77f7bb78c43de0113e5632bfd5f733ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633820787057209},"components":{"alpha":1.0,"bonus":1.0633820787057209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633820787057209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4457,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8b43fd997e04abac5eda816a0b0491dff3ace7d98229891cf941c37db5d378e","formula_version":"titan-u-contract-v1","latency_ms":23.342374999998583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300487453723874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_505","prompt_sha256":"cd9f3afdbe785f83878b4879df2c06de77461a070a1a54ad1261dd95ff1b4114","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632677373314774},"components":{"alpha":1.0,"bonus":1.0632677373314774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632677373314774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4382,"eligible_count":122,"excluded_count":18,"feature_sha256":"74d1d48e3eb593decf21cbe306a055cca16e087b48bd352b8cbe63c6461d8ebe","formula_version":"titan-u-contract-v1","latency_ms":21.540958999999305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029934403998144,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_543","prompt_sha256":"babf170eeab61c5683940283c48bb9683c2bb28850c233a5a9e8428a3f0c19fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635837157048336},"components":{"alpha":1.0,"bonus":1.0635837157048336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635837157048336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4551,"eligible_count":122,"excluded_count":18,"feature_sha256":"559018dc6c693e087417d4c5f2e1a6f44dd59a5cf8787ead7727121d8f3d1c9e","formula_version":"titan-u-contract-v1","latency_ms":25.504624999999947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302503823715001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-kk-en_826","prompt_sha256":"9100d15fb81e126c978bcdc2150ee5aa09e5502aeb59a9f3ce1bc23f60ce77fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633475479881918},"components":{"alpha":1.0,"bonus":1.0633475479881918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633475479881918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4437,"eligible_count":122,"excluded_count":18,"feature_sha256":"91fd400162e7bfc94aded4a0035c12629c90ff5d1a7f3203d9d5e9960b89de56","formula_version":"titan-u-contract-v1","latency_ms":27.645625000001672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300142146548583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-kk-en_528","prompt_sha256":"dc5ed0ae970c645bb106e7eba74dead890ab6c1af6ffba5f08f321cedf8cfa44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632627997113409},"components":{"alpha":1.0,"bonus":1.0632627997113409,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632627997113409,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4378,"eligible_count":122,"excluded_count":18,"feature_sha256":"561d431340738fb3ca4efcb1ed11023a230d0291f66f74f87491caaace9b181c","formula_version":"titan-u-contract-v1","latency_ms":23.07758299999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299294663780074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_135","prompt_sha256":"35ff3fa89a563412dceedff9f1755d7bfdc184c820735841c6c824546a6f5dad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063277965185962},"components":{"alpha":1.0,"bonus":1.063277965185962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063277965185962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4390,"eligible_count":122,"excluded_count":18,"feature_sha256":"0177d3207a80fa65c823aabe54cad90e52a8c5fd49b2d45acfd851a181005690","formula_version":"titan-u-contract-v1","latency_ms":23.88558400000207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299446318526286,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_269","prompt_sha256":"dfb3d43206504870e8239c887a53604ed19b6ccedb30fae129e79b40d0d67611","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632677373314772},"components":{"alpha":1.0,"bonus":1.0632677373314772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632677373314772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4382,"eligible_count":122,"excluded_count":18,"feature_sha256":"47efd65f136e7b88fbaa862fd8e992642a83ca9efb7a35b59b00a103fce4d3f5","formula_version":"titan-u-contract-v1","latency_ms":25.09287499999857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299344039981437,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_636","prompt_sha256":"ae6dd8fa3133700955b718eecb8c74f0845d734097be498ff807701401fe7184","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632702502186355},"components":{"alpha":1.0,"bonus":1.0632702502186355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632702502186355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4384,"eligible_count":122,"excluded_count":18,"feature_sha256":"ceb5882a6ce27c811cbdfdf0ff26df872a69becfbe972c9d58eb5d54a4baefef","formula_version":"titan-u-contract-v1","latency_ms":20.94083400000102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029936916885302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-ru-en_222","prompt_sha256":"db25ce9cea35ba6bcb4ba10c2892afbe6002a78cc72c514664328f0c913220c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633575987467714},"components":{"alpha":1.0,"bonus":1.0633575987467714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633575987467714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4443,"eligible_count":122,"excluded_count":18,"feature_sha256":"10a9baf3feb5096371a226a15111024961a055fcd06334f61c03cc161ff938fb","formula_version":"titan-u-contract-v1","latency_ms":22.622332999997496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030024265413438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_218","prompt_sha256":"9efb9fc944d496aa492bfb1ef50d75ee211b68f8c7fd242bd3667ad2acaee04d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635168700178197},"components":{"alpha":1.0,"bonus":1.0635168700178197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635168700178197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4523,"eligible_count":122,"excluded_count":18,"feature_sha256":"1149c9cec58e672b35df4e4d89bac9e223b58b337ef0b9de52b3f4187372ac6d","formula_version":"titan-u-contract-v1","latency_ms":23.031499999998317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301835366844863,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_59","prompt_sha256":"7c4c85645491e5a924748c1abafa116fa16911fd23ecb9dc02f62f5653dade16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063337761631976},"components":{"alpha":1.0,"bonus":1.063337761631976,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063337761631976,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4431,"eligible_count":122,"excluded_count":18,"feature_sha256":"0bcb7004d5b739255be918500638edd3db11a0c26e9beddd96fc88d3b604cfd8","formula_version":"titan-u-contract-v1","latency_ms":30.065541999999112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300044282986425,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_252","prompt_sha256":"8365b13f8e39f951f1191d1f6d4f800f10546ee2ff711310608e85eec75516be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"7234108872eb3d9eb996855d944bc44ab3a4faf76bedec8e8bab3472f4da8056","formula_version":"titan-u-contract-v1","latency_ms":27.566999999997677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_655","prompt_sha256":"236812a0229040c971aa794a66e21aee8f59afd099426a141a33b88125bfa13b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"4dd0af468932683eaafac5b57ea111dd5e628e13d8828ea130b67a091df75121","formula_version":"titan-u-contract-v1","latency_ms":27.453084000001127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_420","prompt_sha256":"d3e935be8031fce354a2fb43d256ab50a79cb1fdebafd498c6b6380b453ee78a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064280508136835},"components":{"alpha":1.0,"bonus":1.064280508136835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064280508136835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a90bdf986f12592631c6e45cfd8f38f3bc59c3d2e6740b2f6e25d155b352d2d","formula_version":"titan-u-contract-v1","latency_ms":33.49362499999842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_657","prompt_sha256":"906f8d560657bb2c1672485dd7a18e6b6a344f3cd3991a99d6dff19834591a9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9e338f05c6278f6087d8647d4118393d7db2976d0a5c29631f419d6799f9266","formula_version":"titan-u-contract-v1","latency_ms":28.50837500000125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_114","prompt_sha256":"26a7b41eb9361e3cf067f061e1827920265b609872b8520100f30c7cb0a7e637","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959933},"components":{"alpha":1.0,"bonus":1.0638629823959933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"16c490b6f3981e608b4c12b50e6eee7476959098f7950a4b26705cf2a0680a1b","formula_version":"titan-u-contract-v1","latency_ms":30.05041699999822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_447","prompt_sha256":"e9918703645c669ef8b29c1686a3b867d8c47cb39f2dc636b4d85b1ce4d5e98c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375119},"components":{"alpha":1.0,"bonus":1.0642603395375119,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375119,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdc608de0ad3196fb932895627259ba43640f52f18dfabba4a3cc5d0340d7607","formula_version":"titan-u-contract-v1","latency_ms":22.881374999997206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041784,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_477","prompt_sha256":"60b7350b4a261524e3607158299f0df2c71f9600285e5ad044119f57c5b54740","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbbc7866bb5f7cca56124c358439c0a17fc0def613ae94a97d299194e0c82330","formula_version":"titan-u-contract-v1","latency_ms":25.615999999999417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_218","prompt_sha256":"6375d784567f696fe60147d6631ea65f278349885746e26faf79bace0b2db042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdd4fdcfcc4d1b609ddb8d023c2eb1f677621f71c68e4ad89e2d3510ed12de4b","formula_version":"titan-u-contract-v1","latency_ms":21.778041000001025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_351","prompt_sha256":"db66ca16b8273ebab2d1a418dd3eb4b8600824e5e9b276bd7c710ea247134924","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bea492780aadeb7ffefc36e79b9d53c6f10aeeaa4f01cf9b3f95dda9290f755","formula_version":"titan-u-contract-v1","latency_ms":23.796791999998845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_73","prompt_sha256":"4b9c9cff3c85ead824dffa859e265d0d8ac3dd857d073ba457bb45197181fa3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7117b2c55b8872bfacf6e7c616fa6aba6857c2fa9bd52c504177348ca3acb2d","formula_version":"titan-u-contract-v1","latency_ms":29.810333000000355,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_186","prompt_sha256":"ffd15b7882193447954cfccac82d72ba0a122e535e458799e7bf13b4edb84377","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756916},"components":{"alpha":1.0,"bonus":1.0639353576756916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"45350681e502bb2cb7f5ca6bbc1b27d004ec2e4985e57d5771cc29cced4fdbf4","formula_version":"titan-u-contract-v1","latency_ms":24.650292000000462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423581,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_170","prompt_sha256":"7b0ea1fd2e26cc26b3a24e6b57043d8cede2803995c33aafc93f16a6c681342f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643630137316873},"components":{"alpha":1.0,"bonus":1.0643630137316873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643630137316873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6d2cb60de99c4ee4b47e5681de9735025c5e750a3ec3db6d5790bbcfe52a2ba","formula_version":"titan-u-contract-v1","latency_ms":25.071957999998062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310296803983539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_67","prompt_sha256":"c2e7b13931ad26f1eda4705fe7ce0114b54e0f93a366cbd0db97e3004568965f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"e795aaf55b91d17798d7717983c6699e4a2100725eed2fb4d86ce1bf81450a20","formula_version":"titan-u-contract-v1","latency_ms":23.605833000001297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_540","prompt_sha256":"d6e04ce5826a7033c82e551065478421b836c4f06ef0ece95b91aeffef6f98d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"67e33748563cbb988f2e7316769f1b6cedc51d6d1ccf8c5087a6606c193c8f69","formula_version":"titan-u-contract-v1","latency_ms":23.188874999998887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_250","prompt_sha256":"56646b76c5fa9c818d942bfa03fd3f9526a3a075cf6fb04d4f924a44db179be2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a38ce23bd08a0a1d6f96ce82d55567b9f5d75bd59995b50b56836ced4f6a53c","formula_version":"titan-u-contract-v1","latency_ms":23.63245900000166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_80","prompt_sha256":"ca884c3dea77500c42eedf61cbfad4975361ac41c0045b0a81625bbe0d23a7c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f76388d46752d8739dc2f7eb6f28b62a3fc564785de1266c345a1f7065ecc3c","formula_version":"titan-u-contract-v1","latency_ms":22.12412500000127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_208","prompt_sha256":"f1642fab4dcccc6d0ec8879395c2470ff60872785af7d7b84ac6fabadd66501b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb87fe758191fe7a3604f0a59353a85d8216ebe85ef3584954f6bc9ea5f4f876","formula_version":"titan-u-contract-v1","latency_ms":21.906915999998944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_314","prompt_sha256":"6f42e13333bd560f6a8635763abb4e7d324d9795be18518583deeb5883a1a6ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dd39b6218871e906a5929e47fd5e0406c53121bfba6029ec922d0680c3e92e5","formula_version":"titan-u-contract-v1","latency_ms":23.837125000000015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_325","prompt_sha256":"e713b89f6df1e3f6d62f659190524b6c3a128dc7a2586be25f41bf4d9d4539ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"597e92df038cb9162b09849f244983b0c3fe352d031feacf6616f05df3feb7bb","formula_version":"titan-u-contract-v1","latency_ms":22.302666000001636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_11","prompt_sha256":"0ff67d4452e91a2a3c5f8ee4ac8fac87efe3028ea35478435714fdc37173a18c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4f4268c1de8114093c883d103dba0cc8479a052ab888f779e30dd6b700ce5a9","formula_version":"titan-u-contract-v1","latency_ms":23.41720900000155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_30","prompt_sha256":"dc41f8700733d548fd5ef74be0b91d21b4e8f437a11312b6eb9411301169ce2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd8407d79332ff5ae6902e3d3f776a0790a3dfddb57bd51b28b4fc540d151e49","formula_version":"titan-u-contract-v1","latency_ms":22.793916000001246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_688","prompt_sha256":"5eedc693c5ee2d7874636862bb2a882b0d82d140515efecf7546f57ca117e594","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbfac7ae94156c0fa01353a8a4ff70b806e71b5d97e948968c4a04d8a50ac2cf","formula_version":"titan-u-contract-v1","latency_ms":23.916500000002117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_84","prompt_sha256":"9a5d80b7a2e9fbff37d0512c3cbc6c95a06375d3af3d3132e3d44ff98f738a68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"86a41dc5a3911f9262ea680341e8b4c2a645ebaa9dbead14dafd34b4cc9348a5","formula_version":"titan-u-contract-v1","latency_ms":23.310834000000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_523","prompt_sha256":"03be44bd592592f767f599cb5571796a5e885c65d658eddc60064b0bcd70ce67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"6933a8fe80ac2f5ef89f32de3f970caec01e9ca6b63cbefbda5a1000563da964","formula_version":"titan-u-contract-v1","latency_ms":21.97537500000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_648","prompt_sha256":"0e19f6125c76a7eb9396cb82a0d438e975af81df9c912ebbbd1f8aa4c04e2652","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"020796b812dc509bd5ab86dd77642fe54a6cf6be43eeaee1d6aed550b4cf01f6","formula_version":"titan-u-contract-v1","latency_ms":22.9079590000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_162","prompt_sha256":"e7c0ee24fbf9c28040b02138219c12f581e777741fd9f99c3c46fdee0bed12ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642483262848008},"components":{"alpha":1.0,"bonus":1.0642483262848008,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642483262848008,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4765,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7210a20994241d7dc01b1444fa9e3cf0ea1f9cfce8037822755214928e1805c","formula_version":"titan-u-contract-v1","latency_ms":22.528707999999398,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_487","prompt_sha256":"9eaf4ceb7aa7b86f878d877f57d617d0866b70f5d7b050339bdde1d93afad656","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff98d1b1ecbe00ade0019bad35081c684842692cab427c9399dbaab2efaaf5b7","formula_version":"titan-u-contract-v1","latency_ms":23.758791999998863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_158","prompt_sha256":"ec895a1d15520961930650d727a4c4613463ea082168fbb0dfdf2cbb53a9f626","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"227913be1920e808d5560e653bf43e8e343038a49d3a20ab5f678e69511d94b5","formula_version":"titan-u-contract-v1","latency_ms":23.355041999998605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_480","prompt_sha256":"1283250c284611a48a8adc90b4c59dc53cff8377936c05c717ed99cd922017d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"df3a766cea2b51ff95342ef6af31c0b03455f8345f69ba2d231b21483e654035","formula_version":"titan-u-contract-v1","latency_ms":21.764333000000136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_124","prompt_sha256":"ed7477ff5fe1bacc14b95b9f48dae30d45d8dac6ccf84feebf5b18db3e593bc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281305},"components":{"alpha":1.0,"bonus":1.0638250010281305,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281305,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"f05065b1f6f766721810d27cebbcc924a0329f9d9b6f14484b4c0e16164831c3","formula_version":"titan-u-contract-v1","latency_ms":22.00091599999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_322","prompt_sha256":"bb74970ae075b3e49d3954f4800301e926ed591a2273a604f10f6dd568940ea7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064173773550401},"components":{"alpha":1.0,"bonus":1.064173773550401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064173773550401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"d44c0430145540e224f1827f7bd9cd012b7016bf508016c3aa3623ad986842da","formula_version":"titan-u-contract-v1","latency_ms":22.759083000000402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_25","prompt_sha256":"26f7374b32a51b66bfaee81ac55efd2811b91c77036f2c2fb29e1860fc34b598","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f9907eb772c58f2515f142f86b6d41e5793a3c8b53d9788e709b304f3aee2c7","formula_version":"titan-u-contract-v1","latency_ms":24.303958000000847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_308","prompt_sha256":"dbc072e440c4c89b923dd64e6f79e8dc34677b62ed961093d2a7280989c4f7b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"2953b9d2fd2669dd3036e236ec93f71021b57133c556ec664d1930065a45958a","formula_version":"titan-u-contract-v1","latency_ms":22.327291999999943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_281","prompt_sha256":"ae6f68a5a47e855c7bb709a180cc359e0a2afda5c08dcc2635f0cf93169cf358","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"9aa178930e0596580fc7875b351ead66ccfd8df7647546b85f9ce2c1d2b4a0f4","formula_version":"titan-u-contract-v1","latency_ms":24.54612500000053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_164","prompt_sha256":"303851b4201500e98fbc0300f2b97cf15601f528c9f09999d698a59512b35425","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"15e735b20d26ba921e1549523554b0a33a9e2b3aea5e3e685b6ce0443f373915","formula_version":"titan-u-contract-v1","latency_ms":25.387583000000546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_68","prompt_sha256":"d99f1f5d1fd64e01e7c361e499b90f0d64652f83d11d98af52929bd39008ab0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024957},"components":{"alpha":1.0,"bonus":1.0636297266024957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b02bfcb3739e3051fbbf3beebdabb7fd90c5bd1d964ce70f625cf5d6926955d","formula_version":"titan-u-contract-v1","latency_ms":23.643791999997887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_56","prompt_sha256":"66844d2f4e8e29ba89d8cc8313050cd448581362df8249abc9beb58b235c0362","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f31ef9b10216c7b36ed3c8c5ad71449f55714ce2e1683408442ce3df0ce999c","formula_version":"titan-u-contract-v1","latency_ms":23.99700000000138,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_520","prompt_sha256":"fe3dd0c95853e7ef4e2bd8ac85e2ae43095abee3f8ffc7f551edc4dbfe137e78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064367215913991},"components":{"alpha":1.0,"bonus":1.064367215913991,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064367215913991,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4794,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d37187f3cbac08c388546956e97700d6a2c9c85d01aec2561659f819fe009b9","formula_version":"titan-u-contract-v1","latency_ms":24.050959000000205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_430","prompt_sha256":"4db6dee284e932640cc52bc317fb6db308a7704eb53a23b8892cce527bc80b91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857161},"components":{"alpha":1.0,"bonus":1.0637032010857161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff0037232da55c68895803274f8899d5e628ce74f59f6040474731843a972dcd","formula_version":"titan-u-contract-v1","latency_ms":22.37162499999812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303698677523827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_246","prompt_sha256":"0bc7ecd263558f89295a6430987e6365b607426078e6f482a2539c074d003b95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"2283239bf5833557ad0370c900865307677f27a194792a84ed119baeeb9bdf28","formula_version":"titan-u-contract-v1","latency_ms":27.03766599999824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_625","prompt_sha256":"74be79d3dc8f60a0126de84202876a221bec0e7378ec8191b0d4b328028e7f2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06409445069505},"components":{"alpha":1.0,"bonus":1.06409445069505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06409445069505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b1acd817dac39e5cfb7025d7f75bd648a8af989040f2ee0c0e47db23264304e","formula_version":"titan-u-contract-v1","latency_ms":25.170708000000985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_519","prompt_sha256":"b66dd058c82b7f999a512d66b78a3226ad81f9b5a21ed9bfab13c725749d55b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9a37f049e6c6741e08d5ee8f370d2a1b614e4116bae3badef6cbc02619cdd85","formula_version":"titan-u-contract-v1","latency_ms":22.278542000002233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_258","prompt_sha256":"6d31c9013dcbaa2885fbf0e7a424ae790822e1358b0a4ad25c4c29e37e5e3515","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"25ae84558b29bfa111215a4a0d6e4f65252f72f1220d85cd7669872ac104efd8","formula_version":"titan-u-contract-v1","latency_ms":24.297957999998232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_705","prompt_sha256":"e65b12f37d3ef59bf2b97c28bf37fbb35597c76562e976082a48a1998433a845","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959953},"components":{"alpha":1.0,"bonus":1.0638629823959953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e52d71b4b9dd49dd4511cc3ef2b10a2e9ff55b830d3af16474a5eedaebe2498","formula_version":"titan-u-contract-v1","latency_ms":24.073374999996844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626619,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_452","prompt_sha256":"fce131903cc82c9f168e4bac1ea8207f67620a531a46e892355d1a3d49d3d0eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d0bcfebd5d3770e42eaf481014c648828851f69b893d3f49e7aee4339156043","formula_version":"titan-u-contract-v1","latency_ms":21.317917000001074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_2","prompt_sha256":"951f11b1e4b316100ef8e5bfe2c81f43b3f38177f1cb3a5577b4b35a37702694","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0d7de0a19b3a5327ad119e8abf717d69b81da1505564d0faf72c5844256778e","formula_version":"titan-u-contract-v1","latency_ms":21.638875000000724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_690","prompt_sha256":"786414c45e7783d8768afb9aaa695eaf5b47bc2b1427d2e978819fa45c315542","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"6faa20cd3d3d72f5b4445e18ca4483315fd2c4666904638b857555d2245350ee","formula_version":"titan-u-contract-v1","latency_ms":25.690374999999932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_222","prompt_sha256":"fc2d5754f1a004eb3b34f60e34005192ca2dbcd681213fc4f557d8293fce7742","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508515},"components":{"alpha":1.0,"bonus":1.0640183599508515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"499ec8ffffdbef4d9849a84ed91115f2c18ce32546ce5a4a3177c822658e856d","formula_version":"titan-u-contract-v1","latency_ms":23.611666000000753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030685026617518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_107","prompt_sha256":"3ef417a010b4e992a6785e86255178d76805e30a9008603e270aabeed5952b18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462096},"components":{"alpha":1.0,"bonus":1.0640290321462096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"088cd65b14db6aad10563aca2e7a16e95f71c1dc15f9155ffb41c82ba7bf4b68","formula_version":"titan-u-contract-v1","latency_ms":43.043916999998544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128761,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_74","prompt_sha256":"3edbcbe2fc06965d697eb6235ae08b2d2841db5a64c2d8036fe205b63602a84d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"fec4071ae50d327b412af20465e5bc617e9c209e8ff56b78ead9d1f5a8ba2a9d","formula_version":"titan-u-contract-v1","latency_ms":58.20170899999866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_642","prompt_sha256":"cfa6f4d4bea12261f09a61c8512c83424b2829b7e33f0f6515967522b109f177","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587498},"components":{"alpha":1.0,"bonus":1.0636402741587498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc17ea3940472e9e5683628be1be6541d2460a07fa4ad46ec9e903816ecbb8b4","formula_version":"titan-u-contract-v1","latency_ms":116.81675000000169,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_46","prompt_sha256":"b0552f310fbcdfd7df012f02fef25c39fa166e376f03982dca3d6cb0357316b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"74a547eb61ef0d3386211740375872bbaa4713a7980f0409d1ea49ce73c64b65","formula_version":"titan-u-contract-v1","latency_ms":28.733375000001615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_239","prompt_sha256":"362c6fcf0426ce25f516dc6a1bac3a42e97646935402f3ff81a526d2ec37adc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696639},"components":{"alpha":1.0,"bonus":1.0637492655696639,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696639,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"29685e1da4d1f4997d9115ae85eed77e77b1dd416d1294c76f4c0a965750cd5a","formula_version":"titan-u-contract-v1","latency_ms":29.305207999996696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_166","prompt_sha256":"4514b8c9f3b7419bed553d6f3f35e0deac3c05db1194cb54224a10eb82a565c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"a92a908abf6ecfe53d20dd41f14be665fc5a0f28e8addf5a15eb7e392c7db383","formula_version":"titan-u-contract-v1","latency_ms":26.683124999998142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_315","prompt_sha256":"5ef1b88f03de5c991d303570cd503b217b0186306542c5ff5858df645606b5b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"a47d5f936a95a660ec5fe4d5271ff3ba51e7416133dd14bc9968628c3fe3bbfa","formula_version":"titan-u-contract-v1","latency_ms":42.20308300000042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_188","prompt_sha256":"92a70e76a518524ea04686ddcbcae7ac41a8a43199b9d7592b5b4cda249c14c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493298},"components":{"alpha":1.0,"bonus":1.0637581117493298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d6778ca9f9559b89de6f7f44b751f10ed767bf63fb7061278904d350d30c15e","formula_version":"titan-u-contract-v1","latency_ms":23.14691699999827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_236","prompt_sha256":"66bc0dd129ce75e22d3a76d795ed536f40f8a94c47f1a2b58a18290e3abb1755","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069634},"components":{"alpha":1.0,"bonus":1.0638064064069634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"e18b3791f48f2ea29f606846c81e471e7eec4f60aeef5c04bc8e6adaaeffcaab","formula_version":"titan-u-contract-v1","latency_ms":23.795875000001132,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03047307307363,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_566","prompt_sha256":"cf93e71956f3e83a7e98722297deb50bbcd6837758ecccba6d3eb5f70d14bd21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162204},"components":{"alpha":1.0,"bonus":1.0639902233162204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e8060860debe180bcaa84f7f15e320c3b0c2e6e12630b6bc4e7ca65ce64e3cf","formula_version":"titan-u-contract-v1","latency_ms":22.943957999999043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030656889982887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_72","prompt_sha256":"b25596144d5c2ee091ab5e55668af82fbf00b5411aae1d540372e5a916b1cd24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375108},"components":{"alpha":1.0,"bonus":1.0642603395375108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"8729377ad41fd2cdc2947d23045da62ca644e7e76952ff974ddec154f43508f8","formula_version":"titan-u-contract-v1","latency_ms":24.179958000001278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_471","prompt_sha256":"c352e96f6af340df22e56a814288c691f1b2986cdf5080e8931cff5628626edf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"aee6a79e601646a274d9a62faf7aa5f893da6743742a634e5c1bcb2575cd148c","formula_version":"titan-u-contract-v1","latency_ms":23.570332999998556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_259","prompt_sha256":"0f16ef636d2725999dcc1bc3c4c71bb9b11f015e7c280d1d210f53cbb82a2f16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbb78afa86b2f4f59f751c6b1d6008acc2a2a042f044274d9f35d3acd77bad19","formula_version":"titan-u-contract-v1","latency_ms":22.920500000001454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_183","prompt_sha256":"e33a2db40df554c4c291443741fc56417bff37044cb15e4e1a1fb4d6638b55a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958204},"components":{"alpha":1.0,"bonus":1.0638438596958204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a869e2fd459e31210d779a737d7965127f26bb00c3b97f238af893afef9659c","formula_version":"titan-u-contract-v1","latency_ms":25.79308299999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030510526362487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_51","prompt_sha256":"c9e583932e4be7dd985d032695294488f290346ee65b1be05647152fb8fa9439","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"65662579f54e79995dc43ecf6d65589def19da7c9b0b79ee67d065648cec19db","formula_version":"titan-u-contract-v1","latency_ms":23.03962499999912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_75","prompt_sha256":"d8d621577380ed8d50c24200cc5f5270e546da5ea882eb278c0e038e2ec1b63a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940706},"components":{"alpha":1.0,"bonus":1.0636429293940706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"eec2e26fb023133e4b58de051371080b219e5d8ebe41c0a2fd712ea5e09a4bdd","formula_version":"titan-u-contract-v1","latency_ms":21.00950000000168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_96","prompt_sha256":"557794d394bc782f77fb190e2dcf490c7aed3e2c2c5c4adc56b382131aa3f6a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461717},"components":{"alpha":1.0,"bonus":1.0637880758461717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"52761cdd1a0b514741ac504aeb80563bceb2b74669018745593aa79fb9cc8f18","formula_version":"titan-u-contract-v1","latency_ms":21.620375000001246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_280","prompt_sha256":"41fe3568ae203bee9a7a4cbb1f7ca31378bdc7a5e92ed61457cf873d61219871","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443112},"components":{"alpha":1.0,"bonus":1.0638597769443112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ffe42b8b1ed7f088ce1257fde0b9f47d9bf9cefcb12a02e7546338d40d21b3c","formula_version":"titan-u-contract-v1","latency_ms":23.927665999998737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_102","prompt_sha256":"0e698e4aaed79669079fd971abe83255849026a19be6a654c68c5e96d1227cdb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154132},"components":{"alpha":1.0,"bonus":1.0637463315154132,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154132,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5a563a3c324d23885aca27a9a75fce084ec3bf504abdbf7b7347cbe46befa41","formula_version":"titan-u-contract-v1","latency_ms":22.63041699999846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304129981820798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_104","prompt_sha256":"2622de600356b1c5ebcc35c876e796d7ede5c9a6b54f3501cc2b7a837b2559c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"2313ed6597e9226489990cb64d25fcd0043607abad3ea0dd818b0624311e8152","formula_version":"titan-u-contract-v1","latency_ms":24.14633400000099,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_442","prompt_sha256":"6c6b0bbf1dae499b5c9228d9aafdfba4d69e02ee6ccbc46b17ce84d27b54b6c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1bfbfb802d59baa39c78ce13c1b7f11bb96fdb894cc586028c408c77c1d7ed6","formula_version":"titan-u-contract-v1","latency_ms":24.78070800000154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_3","prompt_sha256":"8f9a4d9c6504cefe7d4f4d60521f1dcc72623736c9e0a900d197e3e809e9743e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"a04a821a6c2c7a72c6ad1fef79129ab825d62d59c9e94eace5fc96be3b35b498","formula_version":"titan-u-contract-v1","latency_ms":30.67212499999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_120","prompt_sha256":"e194481f4a7eca43914e738d57bd7fc2c5a1cd85426b99f324d2511f8e107ba7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508517},"components":{"alpha":1.0,"bonus":1.0640183599508517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"13bdd965ce1dcdc46461dfd77141fb961bc9dd56f9f5ab0c2f863a32f78b2c22","formula_version":"titan-u-contract-v1","latency_ms":25.88766700000278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306850266175183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_398","prompt_sha256":"c7f2bb3d64605a0ba923ccababd2f39ce20785ed800165ab0321f81a5761b8de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"92f757e35d0ea6bd4857b928940dc10f176f6a90942abd0adaffc71d74672f72","formula_version":"titan-u-contract-v1","latency_ms":42.105374999998446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_91","prompt_sha256":"497689d2dd3f9a78619ff0fb3786e1d67c444f1250f1367d6875a692ffc08783","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"7596962e2781d7bbdf3f91e5965f8d565e3365ee39b7811981f0f0539474e67c","formula_version":"titan-u-contract-v1","latency_ms":58.49500000000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_121","prompt_sha256":"96ade1d9902fa89a06f967d1928f519ffe81cc605c2b9449bb1e69f2fd4c2169","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"31de88c2728199497636648734156cd5c8f64d84fee4f991edb8c2017cb6bc07","formula_version":"titan-u-contract-v1","latency_ms":26.849916999999834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_403","prompt_sha256":"e61144e399b06e16221d71ac81143ed3b7b4e673b74d5480e69424d5ee92212a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6ed7e5d0c09df51c194cce682920ae15951673c62d2fc58a3eb30bf7499aa66","formula_version":"titan-u-contract-v1","latency_ms":27.638625000001582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_39","prompt_sha256":"7c4d1b7d10f81f28a3c2dbef4e5785f1f322261cc0cef8e0feaf670cfc8c07db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb11288c5cd468747fb1af78820bd10628689904e072c35c7f26b5d24d72dbac","formula_version":"titan-u-contract-v1","latency_ms":20.67383300000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_693","prompt_sha256":"f712f8eb29e3faa5e0d3b949e64c83e55bde17dec9a4364da110427185de86d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063898726383295},"components":{"alpha":1.0,"bonus":1.063898726383295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063898726383295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a79d9996d350610e97596ae135b83ff483444ba11baaf0b760da444db6c6879","formula_version":"titan-u-contract-v1","latency_ms":28.542417000000597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_207","prompt_sha256":"b1ac23222ced29622a057c4f69f7967dc4f00fdd3a7135a4c3ed43df517ee841","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fce3551468e006bfb8772e5978144d86ee5d6e78b4b5d1cb18186646d7e8276","formula_version":"titan-u-contract-v1","latency_ms":21.86358400000188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_292","prompt_sha256":"e3c944b5747c22f07e751ec9bec3d9a02e151bc3297fc8f6378cd4927132e0a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f271c59b12577137e9233f4ccfd47b66857bd8b43ebb1c25172c9982721f2a5","formula_version":"titan-u-contract-v1","latency_ms":81.75208299999781,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_384","prompt_sha256":"f30a5ff519dd91cd94d4b5b653ac46fa58ec29f7d96582283e38a50dc15a96b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646420503213743},"components":{"alpha":1.0,"bonus":1.0646420503213743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646420503213743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"57255ffeaaa2aa48db3de16b663b7b85f5ec22d23f4e3605194453b2f0646b83","formula_version":"titan-u-contract-v1","latency_ms":24.554583000000463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313087169880408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_681","prompt_sha256":"45d4201c40c4eb1d2658279fe738034de528c9d39f86dc1a0d53fa82fbb6242c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326723},"components":{"alpha":1.0,"bonus":1.0642845638326723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4774,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb6c07221dbfa8b290373d7d3645c9e47a3ea6fb87bcae59f2d20bb223841976","formula_version":"titan-u-contract-v1","latency_ms":25.801665999999557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030951230499339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_517","prompt_sha256":"e6481399957d4f9d9e83e5bee44c5031a06c61f7e920a26f11e4cd62d4adf6c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646795622686198},"components":{"alpha":1.0,"bonus":1.0646795622686198,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646795622686198,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb2295677e43352579e81dc157c37cceefd902c661ce84ec2067269a71c141d2","formula_version":"titan-u-contract-v1","latency_ms":31.84795900000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313462289352864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_23","prompt_sha256":"95c77ef2977470a693abeb9a3ce8dd118fdd42d54c1f596952c86298e667d884","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646281040814205},"components":{"alpha":1.0,"bonus":1.0646281040814205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646281040814205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f0d9b2e90a4ad2cd9aed1a1fccbc15f5ff82d2d25f26170831cbbadca8453b7","formula_version":"titan-u-contract-v1","latency_ms":40.07387499999737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031294770748087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_714","prompt_sha256":"14b28f47d67b49854c214224dce8581b57e0a34bb4ba72608423f4a393b81f7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b1f66c91ba7dde49111668552ca445b08d787ba219bad94444249f1842d3e78","formula_version":"titan-u-contract-v1","latency_ms":35.22291699999869,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_37","prompt_sha256":"7265de4e14b2cef165af2a81e6706ec7aad22e5f828a0e3de41955cfeedaf25a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"a72653c253742fd9cd30c9adfdd513ffe306413ccba296789501e1d188172efe","formula_version":"titan-u-contract-v1","latency_ms":31.417417000000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_6","prompt_sha256":"3ca03deeeadebf6113bd93e6016dc59f310cb8614977a78ce2ed1c8ab87e3d76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584608},"components":{"alpha":1.0,"bonus":1.0641205325584608,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584608,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a7d9420fc441023b4eea3288d97b6aff4de87307ac35b78a1c2c286cafcc79f","formula_version":"titan-u-contract-v1","latency_ms":28.3530830000025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_122","prompt_sha256":"336fbfb1c4303e263d6b508c8e0ec13f9e5c2e88f2f742747ea0be300acffb9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594007},"components":{"alpha":1.0,"bonus":1.0637700093594007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed0be78000fcb650265f26715674c5651421bc725c636f019b15bf49fa95521f","formula_version":"titan-u-contract-v1","latency_ms":25.626208999998568,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_251","prompt_sha256":"eec01fa8a9b265a7325ee13c428087d3948ae2f2c1bb2796f36896c6f836e1ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889834},"components":{"alpha":1.0,"bonus":1.0640981546889834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ee41d12f871bb7e526ef06063a85439b9728f226ba207040efeed3011ca7bfe","formula_version":"titan-u-contract-v1","latency_ms":27.67645900000204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03076482135565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_27","prompt_sha256":"09c99c00ec32174492b367e7ca4937bb9dc9481c3399d3634b89a5095a4c333e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe0c475669baae88cad1df6d568de671dc993ea9a71b0d9d76163953e516ad8c","formula_version":"titan-u-contract-v1","latency_ms":24.012249999998403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_355","prompt_sha256":"2946ee8bb1e4a607c640eb7f69c9c2ef028961c9a32ded49d1c27c394b85dc2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375116},"components":{"alpha":1.0,"bonus":1.0642603395375116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"61e34a22bbe896f54f46fb2d10a0684a96fb2701e4c861a780a364ba2e025146","formula_version":"titan-u-contract-v1","latency_ms":25.900000000000034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_652","prompt_sha256":"630dd1dae6d19f68c49e2e965cca06a097d1e3aed053ec766c03c040c47c0b20","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682126},"components":{"alpha":1.0,"bonus":1.0639832624682126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f0ffba0b85f97d5f53c024705b2351f92a99b59184239bb4313d9ab20d049f2","formula_version":"titan-u-contract-v1","latency_ms":24.35758300000046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_416","prompt_sha256":"0d5eca9623b4fcae28ccaa02e10f03756045aeeaa8f14bd3ffa41f4649ab4c7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825917},"components":{"alpha":1.0,"bonus":1.0637640458825917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fe101f34d54d483d044c44ed39e75968c735de74a34b23282cc19bce18e57d4","formula_version":"titan-u-contract-v1","latency_ms":27.66204199999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_87","prompt_sha256":"8be1e932a10602d0f3ba7f36cc0c0e90b6afa6e693772401d58d8dfa22993d4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324552},"components":{"alpha":1.0,"bonus":1.0643090518324552,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324552,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"f01cfa27234cbd9f73a9a5e59f60eb3a0ecf7c3615e1b00fd70195088d348967","formula_version":"titan-u-contract-v1","latency_ms":28.74995800000235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309757184991217,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_8","prompt_sha256":"8f7ccf51e4a96444ead651f7d48be85debc282c668458b0148b39e0b34b259bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"152248d75fdbb33e01412f633e3dbdf95ce2d19f987c31400a26d4681184d613","formula_version":"titan-u-contract-v1","latency_ms":27.416999999999803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_414","prompt_sha256":"25d056c2d3d72c595313a8235f3aee1aa7f5a472fe7173781d2787ca577c3308","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"b86c235b3e80b32f3060bc284b81c4a17728ffb800b410cb41b881502394e9cf","formula_version":"titan-u-contract-v1","latency_ms":29.12708399999886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_116","prompt_sha256":"97f74e7b95f9db061b7c2288b3cba477c47848151cd7e07edf35890d8b9f3b8a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"9117942247bdb2838ba81b8b034661ef5c557b7a699998e6c70e0bfd5f9c698a","formula_version":"titan-u-contract-v1","latency_ms":27.684292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_216","prompt_sha256":"b86ae7ab8d45a7ad4b927d4e694a301aa31f366a9525023a96863229536cb15c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188747},"components":{"alpha":1.0,"bonus":1.0642443365188747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"e499c6495e3cb679cf89a6c050da03c2f3303e4a5975fc0698199c987577c6db","formula_version":"titan-u-contract-v1","latency_ms":30.339250000000817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_133","prompt_sha256":"7cdf615eb357f82cecb9b88334d07963a7826b8ca1f24bcc3a673a59b20d7967","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a1216435a491e375f93a4d23f7c356910588890d5936b9af257ce1d2670b5da","formula_version":"titan-u-contract-v1","latency_ms":23.905499999997915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_299","prompt_sha256":"92db4ef0d247e325f88a218ce2b89444b8c490a27592e57aee3f0e2f652dad55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108617},"components":{"alpha":1.0,"bonus":1.0638156707108617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef9666340d0a364ddf3233441c736eba306c54897fb0503be0f8e6a862e1d061","formula_version":"titan-u-contract-v1","latency_ms":22.15991699999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_64","prompt_sha256":"4367b2081b61c312f8dac02f7c966673eaa95a849fdfbcfe3f29a62c109272af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756916},"components":{"alpha":1.0,"bonus":1.0639353576756916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c4b363af250ed9b9370a8a781e5310156c6db5be463a8e5ef66f5e4d8ac2aa7","formula_version":"titan-u-contract-v1","latency_ms":24.585709000000122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423581,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_38","prompt_sha256":"6bc7a4ba4d45ced564305db85b127746e0edeade0249a2436aa83029788916c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898749},"components":{"alpha":1.0,"bonus":1.0637060250898749,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898749,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"21f6e2f219a80c730f11fd4559a369d88c627602a3059fe4ad7681ffd61b058a","formula_version":"titan-u-contract-v1","latency_ms":25.90845900000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_129","prompt_sha256":"8543916c65cb05ba9601d734af7fcf70d2942800d852487424d77a5cfec1b5f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497724},"components":{"alpha":1.0,"bonus":1.0636698853497724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"316cef5324f7bc96efab334734cefe2edfd038f9c6c3ecba68049c0da4d812cf","formula_version":"titan-u-contract-v1","latency_ms":22.826124999998143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030336552016439,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_147","prompt_sha256":"ce1deaa8f96dfa7cd4595d1adac189b90f09769d3b98bb92d0d2987325d16ada","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8a33ff27d61bdad20be2b3c8ec63865b7fdf60665f7c2302c786c30d12789c1","formula_version":"titan-u-contract-v1","latency_ms":28.29662499999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_518","prompt_sha256":"ad7926e97e913843533bbba4b6dcffcede8fee1db91a648236d9e7f0f24c73d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4997,"eligible_count":122,"excluded_count":18,"feature_sha256":"63d018af64674320a81a949e20a2af0e65f83a8281951b54f5db6f7ea91fef60","formula_version":"titan-u-contract-v1","latency_ms":24.880166999999176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_482","prompt_sha256":"0e36644a2286c7d4ed1eefdd540ab396d4f3b24b53aafc55157189ad63851a54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"6259ccecf2644acfa71e5fb00d55ffeca4daf93e9eeb7bb1fa697c5f1b68204e","formula_version":"titan-u-contract-v1","latency_ms":22.64149999999887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_24","prompt_sha256":"d391691ac17571c7836c16560dbac786f2bc93b7d4512b99ddcf2143a27bb4b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064146973519166},"components":{"alpha":1.0,"bonus":1.064146973519166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064146973519166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"287acb25d567d7b08a39fcdbe4f02b2eeebd1dd8c8d8c371f7236ddf0d75f78d","formula_version":"titan-u-contract-v1","latency_ms":22.373707999999937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_136","prompt_sha256":"0f01859edb40c3b86f676129847319d31687e2a2a650399dc387b57cd3b42786","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"3303293120084385de1da99791ea1e497252fbd7e616a657b68b76f2e77679ee","formula_version":"titan-u-contract-v1","latency_ms":21.909665999999106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_599","prompt_sha256":"f3ca364c92a6e59fe4704d31c2fa38bc38567a8d8581de3c23f434d9403b34be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"5beb5864e1c4392e3b3b1c22023d4e45eb4696540c278d0516ec752c18f8ba1c","formula_version":"titan-u-contract-v1","latency_ms":23.05199999999985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_206","prompt_sha256":"0247cfa57cc22d9498deab549146cbaa4fd8287171f021129cd67ab9a79dcdce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e0d88af114a0be21c3410aab1d671ea63cce6b8577fce57e9ca97e7d9ca4485","formula_version":"titan-u-contract-v1","latency_ms":22.572875000001602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_680","prompt_sha256":"4dd55bcad25da30dcbc5fc21495c6d34badef33d4021ef4eeaae7d6b1947beff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"079ae70a01b297f14ad38e655660725dcc42ed985812425014b32a5f6c4136f8","formula_version":"titan-u-contract-v1","latency_ms":23.102749999999617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_318","prompt_sha256":"06dad57d472cd1515bd039835201f207a256da8a1dfc5b213f44bab9c51cabca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd97ad1c3e1b738b99dde25aa2b6b47a3f1926c1c9909577f89b4340095703ee","formula_version":"titan-u-contract-v1","latency_ms":24.211875000002436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_404","prompt_sha256":"ad6196f293eb221abeb12536a7aef8174f9212df8f1c38b4606e2b19b3fefe99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658023},"components":{"alpha":1.0,"bonus":1.0637202551658023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"b369e41f5460cb185ce50ca30ac84954196e1240afba18866f87a1c3fca6b7b0","formula_version":"titan-u-contract-v1","latency_ms":23.01266699999971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303869218324688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_560","prompt_sha256":"401ce094fef2249e5e49f35c01f76d3dfcfad17f9f9e2a15e0c81e4c5ed28718","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"d163dea6bc902250c83c76bdd0cf1bac069fb25f9b1aefc3e6ee9651f3d9be6f","formula_version":"titan-u-contract-v1","latency_ms":23.175292000001235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_489","prompt_sha256":"8c5497ab82c1f1fbb8ed1840a43d86f6694440d5e6c7ca9b93d136cf45016060","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd5ccf6d4262757fd928fd4c6d5961fbedab5f856e56a1129e42f0d7619bab4f","formula_version":"titan-u-contract-v1","latency_ms":24.991709000001805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_199","prompt_sha256":"96377e65b58e09c091b5f6d3eb9e96136450fd3b98507c26dce5e16fbc906cc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"442e37b4d734a8309b517b52f34cf488a2cf2fc3ee4f4a9ea738e93582da44a7","formula_version":"titan-u-contract-v1","latency_ms":23.63745799999961,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_9","prompt_sha256":"4dabd5623a1cb99fa02633022e702f88c4a1f6a55070cf6a9ae049d815fa0a6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"46f656695c9c63882751fea2267cd115c869030cd78600040dde02b31ccce6a8","formula_version":"titan-u-contract-v1","latency_ms":23.983666999999542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_155","prompt_sha256":"95e1aa95770c89ca318888e60e876edab4b6a19bce00211202e2eebd29d3a7ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ceed0d1781dd5e0273dab85c4ab63921f0971c59dbf6eecef8758fa7204f104","formula_version":"titan-u-contract-v1","latency_ms":26.774207999999078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_152","prompt_sha256":"db931ae2cbac6f8695ba375c3287e2e2a531f69db05414f3aa91d33655c2ac7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"f21106249ff7092e6bb4df624fb6b085aba9c9ac79823afdc7670d1055eac0e1","formula_version":"titan-u-contract-v1","latency_ms":27.63775000000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_537","prompt_sha256":"40eceb8f644b7ee250da5be8803e43576ea28dd726eb1c90e88bcc3733fbe01d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"20ff276726cdefe5070507d0ac7276626f57f4ccfb88a4d8d4a6a3cf7b9e475b","formula_version":"titan-u-contract-v1","latency_ms":27.046916999999837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_663","prompt_sha256":"4e5c02e12c832ee894d8e2fa47eee56c3790112fd8ac645dc9c8f5063a08d177","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"744689face442c56c615e7d549330d4c4da44f3cebe36ed1b4fd7e3a1b4e14c6","formula_version":"titan-u-contract-v1","latency_ms":21.93129100000135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_372","prompt_sha256":"f27acc6069d31574f2e79fa2b23a88f803e74874654ecf8f192179da5fd2aa59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"753ce07b1a7015d379c2d76bde201cd7468a3a334af874ecce4239114568f845","formula_version":"titan-u-contract-v1","latency_ms":24.11108400000117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_639","prompt_sha256":"b69bac75f869c57ab0922682db677ff3ea0ccba202e3d73973d05e9ac686e76a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"14cae4259f01e19b76c9a07bfb41036c72812c2e5dcad9b5c5a3f3868a657467","formula_version":"titan-u-contract-v1","latency_ms":22.710708000001745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_128","prompt_sha256":"0504b3f5ed141d8055be5317137007138a5eed0b72a1347e9abf833544ea86a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a6562c15a3cefc21f913ec608bee33b8d2373d44c1402b2943d3ffe3d5332de","formula_version":"titan-u-contract-v1","latency_ms":21.89704199999909,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_379","prompt_sha256":"370abbda59515f6378e86bad0bd33f81d951f78897e117d1137ca913244998c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187366},"components":{"alpha":1.0,"bonus":1.0636536237187366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"79d3e8242643fba33cddb04ad565448be0abd82c0535acde9bd5f12fde5da06f","formula_version":"titan-u-contract-v1","latency_ms":24.553041999997305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_48","prompt_sha256":"6139200f107bb28903bb35f9881b7a73319dbb4b34781e732e5b518b72d32ba1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063879119660688},"components":{"alpha":1.0,"bonus":1.063879119660688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063879119660688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ef6d64cb1169a5d5db43118ca9c2254910cac22d2cc9a07247d753e7a5159f3","formula_version":"titan-u-contract-v1","latency_ms":22.862207999999384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_42","prompt_sha256":"c02107f4563f4f08e1489f5889f856e13bb34838c01a6ba911fe9e4193bab81d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"7abf6cecbc9bf31db80f215f16768e51b6335b079bd5548ef77f2700b3b0f6e5","formula_version":"titan-u-contract-v1","latency_ms":26.160791999998878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_432","prompt_sha256":"7109332fe888d8945e4b19c3b0ca0f63e5e1b9ea8d2e91e1f10d68e0a13afa57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345866},"components":{"alpha":1.0,"bonus":1.0643379544345866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"d01d5a3758822d5dcfd91ef7b0f3b844ff0905824037e1e2fe67d62b5ed15534","formula_version":"titan-u-contract-v1","latency_ms":23.1961250000019,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310046211012531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_485","prompt_sha256":"4931be19cf214a9fa918429e00918897b1385494286a054c5a8e9fa2c14d4575","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc56ed97fe5cdff687d03a419f0a5b3de77d9d779054c64a1f5006552d82813f","formula_version":"titan-u-contract-v1","latency_ms":22.5334590000017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_148","prompt_sha256":"45522cdf6b6fba3be798a395d068de2fd27c2c8bee23866f1ab4807f678b88a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653040059062955},"components":{"alpha":1.0,"bonus":1.0653040059062955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653040059062955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4985,"eligible_count":122,"excluded_count":18,"feature_sha256":"da0729ae91bf38cba81afc7c681a928de0cd223c981799efcae97739ab557482","formula_version":"titan-u-contract-v1","latency_ms":25.00458300000119,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031970672572962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_516","prompt_sha256":"cc4ade9e6155716492357e4333b285d256ac91e1087261343834ea8d67145fcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"e62c029e24dfd0f9a4bfc5e21979058181dcd6659eb201879c0e8173746e5ac9","formula_version":"titan-u-contract-v1","latency_ms":25.999791000000272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_212","prompt_sha256":"cae10f698041c9a5a06aaae44f24203304708473cb17f1ad0b2139015c13a2b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587494},"components":{"alpha":1.0,"bonus":1.0636402741587494,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587494,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"59dfa11d03116bfac3614e1f76d252cb77eafcbab2f7bb07a126e10827446163","formula_version":"titan-u-contract-v1","latency_ms":24.573249999999547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030306940825416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_44","prompt_sha256":"d83df1aeccd68a0253d2ed57429f510b10bb95da6bd93eef2e574db5df990698","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b0011e68e4aff4f2b7f24f60c08a86453ba657d8de0ff9e367a0c0ab2addd11","formula_version":"titan-u-contract-v1","latency_ms":22.79383299999793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_185","prompt_sha256":"c54ac99bd50de35ba3d537aff53bd927cd8d76126ffbff661efb6cb6a1f39aef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f12300d370d25f6455eae8947e962cc90fb7359d62a0eb0c4880bb53da93692","formula_version":"titan-u-contract-v1","latency_ms":23.769874999999274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_304","prompt_sha256":"d260a3eefc6d46aeeba749f351cf29fcba635a876ebc344697dcaaa7769fbb79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bcd51903f7e5cbd875641082d27c982f970f20f0dd62688555b25398fb60b56","formula_version":"titan-u-contract-v1","latency_ms":26.847041999999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_483","prompt_sha256":"a0ea4dcbf36f20d56e612ffef16bdd334bed698f757c8ab84de0050159ce5504","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154125},"components":{"alpha":1.0,"bonus":1.0637463315154125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"c68e71c64f6b72f1851de76bc00d04e8ff180c9285d40a9fef9fa71c02547b1a","formula_version":"titan-u-contract-v1","latency_ms":27.972375000000937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030412998182079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_167","prompt_sha256":"7adfb93d2566396c26907ad0d19e01e5d1241695595ba35384a86100e40aa11d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"171ad973a5ab121a1359e310f931350a61e321e9ba7e1fe45a442d80a5c4e479","formula_version":"titan-u-contract-v1","latency_ms":26.684040999999326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_78","prompt_sha256":"1e5e6245865381caa7363bd4e209ed26bdea12cc41d5f5d851f6846e11a6a514","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"f410c48bd85f10d7ecd8253290fe717cdba12ebec362100f918aecf34d4a10a4","formula_version":"titan-u-contract-v1","latency_ms":31.0030829999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_226","prompt_sha256":"0593bdc8f2a054c3505b2efd5630edcf352b5f9569e0ed53c5f885c9aac35005","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fd6f9a75a907ea7b39ee6f06cb6659e540bd32c4f740d73a73492efc3f2bf03","formula_version":"titan-u-contract-v1","latency_ms":33.50620800000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_390","prompt_sha256":"4ca89197fd5b693ae43044e5abb7466c2044e8cfdac9efc40281f11092724392","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"7efeed69555956a9f716c1eacf08309c47cde9113bd1712482830118cf26f758","formula_version":"titan-u-contract-v1","latency_ms":34.66300000000189,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_616","prompt_sha256":"9b4a68b354e26c7162bd9478e541e3f79bc31efbf3a9a2060c3e2201a84b8572","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd7deaba3101c05c4883e643e508816540d396ba1ab56550aea7bddf2c5ac517","formula_version":"titan-u-contract-v1","latency_ms":33.743540999999766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_21","prompt_sha256":"df2a0c6428c12872b2953ace79995f79b311f5a90accb3075ea0a05e16957e70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974172},"components":{"alpha":1.0,"bonus":1.0637434047974172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd16a70c54136d6718ab17a23f77438a6091f32265db31589b6aa7bd63db300c","formula_version":"titan-u-contract-v1","latency_ms":27.53291599999841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_209","prompt_sha256":"41b2f475d8471e5c014d61540009672ed52fd94afe3f20ac4cdc8ce4ba894b89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c7b24570c747bc74256bee85aad6d33dfa0a9aa2a604a4ef803ab82866330e9","formula_version":"titan-u-contract-v1","latency_ms":24.027124999999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_730","prompt_sha256":"65fd3f780747d10ae3c03f85dc27fd93ea51bf001e3eaa6c81d8cb747b9e50e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064392582796639},"components":{"alpha":1.0,"bonus":1.064392582796639,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064392582796639,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"146af145b539a2c9bb56ac395e0747e620131456c10a9086506d6340ac2edfd0","formula_version":"titan-u-contract-v1","latency_ms":23.403417000000815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310592494633055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_352","prompt_sha256":"b8ee1fe739ed4d19f01152f86740152cc916ee64204f3de9e3f125dddf2ea3fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587498},"components":{"alpha":1.0,"bonus":1.0636402741587498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ff777f2c8c634ae6d3e61c38b04de2f4833ba961b79b21f6421c2e0d5b49dd1","formula_version":"titan-u-contract-v1","latency_ms":22.529791000000188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_45","prompt_sha256":"63b816dd8816a5a2a1229577bfb1cfc63f7d3cc5931197efb5cc06c7387404ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"efff445aa10f8acb9c4cff1e18f3406df66aef59b4a7778199ce01011cb899c5","formula_version":"titan-u-contract-v1","latency_ms":23.805416999998386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_117","prompt_sha256":"963638b5a5ca1304ad20d4a8e1b6895de7269f4853610cd07255b6ff258f1938","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"49971aa017cb83e7c106ba044c628bbcfb6d002a0b53e18c650395f05d82aeb4","formula_version":"titan-u-contract-v1","latency_ms":34.85225000000014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_287","prompt_sha256":"792ae89caf497cb3c92b2a5b5b18332afdbb94f35c83d523deb68974eb77f1ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fb6f155cedf1ef3fc7ce6c54ae1dbb91d23459c18fa93cf9a7250c9e3c3f71a","formula_version":"titan-u-contract-v1","latency_ms":31.21987500000145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_554","prompt_sha256":"b2736d66beff9505537a331aa7605e234198d7749cb37d7be1afde5fa624044b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"77b10c0f99abf04498795ee4283465f2881c5853bec7639d93fccbb5d45caf18","formula_version":"titan-u-contract-v1","latency_ms":39.07795900000011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_47","prompt_sha256":"97e5422adacee4ed7a38db16f8a588e5b6e94cafe3cf845a77e784809ec35247","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"01f058539aec10d1b2b50b7927148fe1b1165d687e00bbafa1150d9d668b82b0","formula_version":"titan-u-contract-v1","latency_ms":34.43629100000223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_626","prompt_sha256":"fd799dc18d80930f01cbe54dee4ce45e6c50c2024eead54f60e9c97284e8ec0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982785},"components":{"alpha":1.0,"bonus":1.0644053650982785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdea313859c8fd4935f52c4ac1ae872c1bb1b20a14e2fde1e2d6ffced6ca4f07","formula_version":"titan-u-contract-v1","latency_ms":31.497999999999138,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031072031764945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_719","prompt_sha256":"4b9d021a381bd90d7b8e92141a46ddf84203aa10f5e8f6641a9059264d9a4bc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbafb743a295c8be3a6be5c4e6f794f930003f9ffd8fd082b43008ba4cc835d1","formula_version":"titan-u-contract-v1","latency_ms":31.39629200000016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_295","prompt_sha256":"3558294ee14602b430a822afff30d3e69f86fdde4993d77a92d02866140e4801","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"23710d6746732012340e929e6b3b6f0fbe7ce7f11cb723ee93a02ac902919757","formula_version":"titan-u-contract-v1","latency_ms":29.195374999996915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_92","prompt_sha256":"3159ec53dd7bff0f7649fd2d1b2152b12fe68651d4afa060b6ad22b8670504dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"090ae27771046a9e4cca17287d6bfedb9e4e830d26a3f690afade58d134181b5","formula_version":"titan-u-contract-v1","latency_ms":22.951250000001977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_302","prompt_sha256":"825bc0b266725952bc0cf365fb3ae775125c8f50391183c9083bbd46303e60bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b144b86be66dddd16001e5e029c26f06a659e50c903585b43c290924ff7c2b4","formula_version":"titan-u-contract-v1","latency_ms":32.822916999997176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_641","prompt_sha256":"6de698fc0f47d1f34f49cdb311ce73a72f327d6cca85e821cb5fa30accc66a8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06409445069505},"components":{"alpha":1.0,"bonus":1.06409445069505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06409445069505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"82df4220af1580e4f6c62c254fe8b068b4a12fd7249a92dba920e1fa33bd1b5c","formula_version":"titan-u-contract-v1","latency_ms":24.88999999999919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_337","prompt_sha256":"485ad1dfb333afea2debe1f27901896c07e601decf137695f1b97c0b1c15a1b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356163},"components":{"alpha":1.0,"bonus":1.0638375441356163,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356163,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfb142795ad3a442ae9e0a2ead95f7261c8aeb130bc3ac03d8d5263631ed24ae","formula_version":"titan-u-contract-v1","latency_ms":23.44799999999836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022828,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_675","prompt_sha256":"f555a8b3249f7b37299c6534d6841c3811f0bfbb5740ba16d55d811217292c3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"18b3762375d08e3186192e8214409b3d48df880cc68fb77b463675fa509f5224","formula_version":"titan-u-contract-v1","latency_ms":28.336082999999235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_559","prompt_sha256":"70f1605d8684c6b9300a74254f817985256bc5daac9b65cd93b735e6bfa3e137","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704246},"components":{"alpha":1.0,"bonus":1.0637375733704246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"10c79f8e1a730f23f1e9d5e0400481e2031014b7366ad493610b87aa14b71867","formula_version":"titan-u-contract-v1","latency_ms":22.526292000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_695","prompt_sha256":"1e711bfdd3330a02e0b84bfc7e26daa18408b183b6b1451372ca454a9637c6fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630454},"components":{"alpha":1.0,"bonus":1.0638954402630454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b9f3727d070af76c071d407bac35cd85fe7ef90a99a4cdc78e2b5e4de75e3d6","formula_version":"titan-u-contract-v1","latency_ms":26.632082999999085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030562106929712,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_375","prompt_sha256":"de0c077615690256699fffb61f4d405c5584ecf6db24aa29994b17a96acef4a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eb5c8fb72ac3fa532dc63700044cc2fdef876c6aa9d52a8919bbe3aaa435a94","formula_version":"titan-u-contract-v1","latency_ms":24.576749999997816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_261","prompt_sha256":"4e58d9574b1cbae9ec8b9f332f512f574affe7ba83685cb9d02545eae1f5d0a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"850f17250ae28c8b3e2b9eab70be9acc2b07c236185505ed6e5b3544869f35b3","formula_version":"titan-u-contract-v1","latency_ms":23.891833000000418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_83","prompt_sha256":"30b607488826b9bd40c3f431e77c39997d6d28e9513f92ef79e47ae3014ca550","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"16c455bc33660e50313cbf5259c081603edf21642b4ac477d8f2d7c943824019","formula_version":"titan-u-contract-v1","latency_ms":27.989916999995756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_294","prompt_sha256":"690fe7457d719fe98af226ce79cf0a52b0b6a8f0189821eee3db9905b921d8db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"75d72dda3a13b0d5d96012c0a3c4856d3fe027da007b3db33d8d72b7f46631c4","formula_version":"titan-u-contract-v1","latency_ms":27.65416700000145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_49","prompt_sha256":"a6379ba060f0774f58671bac432c655e97a96be1e94f29b50d8951ffc7dd988c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265752},"components":{"alpha":1.0,"bonus":1.0639867392265752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c60e7f259e9874c1f90a80efc4c0e1ead4001faf984156f972952edcbe22e08","formula_version":"titan-u-contract-v1","latency_ms":29.98337500000048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_525","prompt_sha256":"8da9a8c979c23014066c9b565b4a4ff129eb56d488c5e7342a880c11fadb3606","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063942113233845},"components":{"alpha":1.0,"bonus":1.063942113233845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063942113233845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"193ed44681af7ed28b691cb736f61cf9b0bebb71289cec73275e1c575e0b9c41","formula_version":"titan-u-contract-v1","latency_ms":45.51395799999369,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_407","prompt_sha256":"5815bfcad9f297b8457a85492bc39569a9e5224c3e9d39e05ca8f6ac89ecd24c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"499d7ee25cc67eae03cf20d4533b7220da79ec807cfccee093cf8e36f4f2410e","formula_version":"titan-u-contract-v1","latency_ms":104.90016700000382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_160","prompt_sha256":"a86a3c0c52d0e353437ffd516722e13d26166f4eeccf9b8b5abf5dbca4c99bfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"07582911463bd5e8289dd7ced9fa92b9c2dc74db65e1ef68d979a22a5c6a11d4","formula_version":"titan-u-contract-v1","latency_ms":23.460082999996246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_109","prompt_sha256":"8ff9817cbb96def66fd364fc99c263292fd722b5189a09e4bfe1ffee238c5ae8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"1794d8702bb22fb148fcc91480203779455d5d56346e7522351ae34d1e5eb7a1","formula_version":"titan-u-contract-v1","latency_ms":24.90516599999637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_607","prompt_sha256":"d8f4fab46ca1ece9ea112e35574fefbe1693f0f5ed9ed13d2324b45805747008","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805923},"components":{"alpha":1.0,"bonus":1.0641584152805923,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805923,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a7235ec9838db6fd37959bd79419ee1d5e411c4f3d36755266cf987849538e6","formula_version":"titan-u-contract-v1","latency_ms":22.34741699999887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472589,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_331","prompt_sha256":"2b4436739faf41b28723498aa49cadc883895f58df2a55f37333ace25ae691b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a23a20126407594930a7f752a21b992d607b1f545a3e378f6aac3836e81cd3c","formula_version":"titan-u-contract-v1","latency_ms":24.073333000004027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_581","prompt_sha256":"2a91b29deb2f409535d50bd0bb3b5b559341636289fcb0ff89a56670fbdb27b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b2e6b103ab3ea3dcae3a841ce3c238160bea0cfa8bdeb90641ee8abb9524eae","formula_version":"titan-u-contract-v1","latency_ms":23.478750000002435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_532","prompt_sha256":"c0d1c68637eb5eb1821d486a1b0469db8f0deb3b36d7bcc5cb69690dfc7cfbc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"94920d64aaca10d8dae8f8c54d9c2ba32a1d575914ba35cb8e0286af39d2a45d","formula_version":"titan-u-contract-v1","latency_ms":23.817417000003616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_415","prompt_sha256":"fc9d311a084b24e929461f5d786600f26d7f72c815d4cf5d57a010968e028d73","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"e12e223c2f5a58ac8a3466895360b12719881b33e6ba98120062999f598587fe","formula_version":"titan-u-contract-v1","latency_ms":23.020584000001065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_194","prompt_sha256":"575214589986d20edcfc29483641aba08d0a21133de4952846de7c9e4a28549b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888546},"components":{"alpha":1.0,"bonus":1.0642166132888546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ce260db1672e1e86eb31a2a3fa2178cef087311432e2a811c0091e8eab32881","formula_version":"titan-u-contract-v1","latency_ms":23.191582999999127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_541","prompt_sha256":"e84140cac8d7dfa949b7baf88aa4ffeb01869b70ba706c246c4cd2955bb01d3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e7b0b103c26e8c028d425fb8d39e05be8515eb9312b5a5f54a693820988790e","formula_version":"titan-u-contract-v1","latency_ms":22.642417000000137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_196","prompt_sha256":"45863405ddb03b8297bb0733da5ac983e933aba43b171b51c48c5fd62a63076e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064288626853637},"components":{"alpha":1.0,"bonus":1.064288626853637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064288626853637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bdae6ca14ea7c84a46609dc78b315087c0f4d9b7ab7821af2a237e5eb457060","formula_version":"titan-u-contract-v1","latency_ms":22.558166999999685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_249","prompt_sha256":"4ffe886552d7796b23de20a48c17aec2e10e11aefd174263bf909df8936ca4ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"8006c8a9f7fab5fd897ea290ae5c2dcac2a8b078d51e74fec2ce7d5f5f2cb394","formula_version":"titan-u-contract-v1","latency_ms":25.2237500000021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_336","prompt_sha256":"be49fbf5fef7b90fd169e739b61001e6ac3ef83e48f6c79686bdde56bbff3b3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089874},"components":{"alpha":1.0,"bonus":1.063706025089874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b598dec85d6a72e919d2cce089eddd145e1edf3a1aafb23f34a9fe93eb21936","formula_version":"titan-u-contract-v1","latency_ms":22.38858300000146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_376","prompt_sha256":"dd504b543c890ff4f10c3dafb1d9769667fb0df38b51542410c68c93456f4276","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"44037c25948367e856d865b28ce8c88d9875414ace8dad9705ed0ccd32f66e5f","formula_version":"titan-u-contract-v1","latency_ms":26.660083000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_255","prompt_sha256":"feb8f04f5b9037b9c011af130cc79fa7ce783ee7c7f1c74b28d3ffafb248b31d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311192},"components":{"alpha":1.0,"bonus":1.0637088564311192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"59e602adcdf6ef5acd5b7c27f0b4e65c279d02956de19f5448f8ff7c95f6e120","formula_version":"titan-u-contract-v1","latency_ms":24.020374999999206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_701","prompt_sha256":"c5f012542a15eef5a90f79184d5f44e04bb533c271180eed4e8c3daf88d93df3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"9575e92b0f8a0a4fa45aa4cadcac0fe42873cdbef92c91c9074b88b53132e260","formula_version":"titan-u-contract-v1","latency_ms":25.573583999999983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_454","prompt_sha256":"20eff75d2d1d741849b3713d4c82c9e20742b5ceb08d21ce30a172195ba16e16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713423},"components":{"alpha":1.0,"bonus":1.0642205517713423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dbb626010bf00475c10cfc863bf6678c8fb9af5ffaa5a41dfbaec390098c5c6","formula_version":"titan-u-contract-v1","latency_ms":26.64604200000298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030887218438009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_228","prompt_sha256":"d986a03edb550ee8d8169599f45ff815d2e2cc3ededfb819ffcc5f5dbcdccfc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a2d91befc2848f374cc0bad3ce656705d4b479dde1a93963e8068c466f99546","formula_version":"titan-u-contract-v1","latency_ms":28.287415999997734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_169","prompt_sha256":"7584216da6df3c4485e41e828a81d16309a7a0a91f356f812dff5e3705ac194c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb45e3005c67b4e255db5739d2e3e1859413058b64d40e891fb0074f26febaca","formula_version":"titan-u-contract-v1","latency_ms":28.614915999995105,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_269","prompt_sha256":"0bbea30fbc35ff719dd27e2e4c2486e33a1f41e24a1b799d874e836d3f0ec7f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd17f233273141aa53a4ef38378d76773d09790a337dd6a59659069c61a20e1c","formula_version":"titan-u-contract-v1","latency_ms":33.20812500000159,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_130","prompt_sha256":"739071e8b58c9e6dca467b4968c069d8690f62c6be34fbe49c751f94e285574e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5547f3501750979b6961da890482c72486f54c23f29acd01f7fb88415619cd0","formula_version":"titan-u-contract-v1","latency_ms":28.305124999995712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_22","prompt_sha256":"ffadfe6364224e7fbfa018cbc5370528457cba793941a29c8a51e0c0dc982fe4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"d25a35995b287b238de5b5e28f04bccee22536f86ea6ce551ca2a75515b4cb44","formula_version":"titan-u-contract-v1","latency_ms":22.888459000000694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_279","prompt_sha256":"96ee6fc577f490ffb9f381eca654ad6f9cb05aef819280dd291594c8c71336fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa82f647445bad2b80bdebbc98aebff1ec1db554b8cc17cf95a2686e0d2bc82c","formula_version":"titan-u-contract-v1","latency_ms":26.19920900000494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_7","prompt_sha256":"4489b96c932e2393c0f6a4d43e91550cc45ac418b8f5b8623448960f456a4e92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a09645ee580f23b55d191d3ecdefda7be24d9360ee46bccc634209e749d1045","formula_version":"titan-u-contract-v1","latency_ms":23.013584000004528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_456","prompt_sha256":"7eb33c323510995f050a6904c93058acf38e78755595fdc176c7b5b52cdcd794","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"5dad3d88a93e388d8602e5f21fc66a0d4a4e109072d8aad3a8efdf7c942a8398","formula_version":"titan-u-contract-v1","latency_ms":25.014458000001127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_189","prompt_sha256":"174ef975454cb971d72568f9c55d0bbb236b65546ca51e54c39ca5e1b4ad8aa4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008148},"components":{"alpha":1.0,"bonus":1.0638694153008148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d8c4d916ad6b85651957eee9c3fa0ee39771f8ba3e4185413d86c7c38abe338","formula_version":"titan-u-contract-v1","latency_ms":26.3720839999948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_679","prompt_sha256":"a83b8dac41dbe8a8400087739e18eb3ce104c33458de3aab89e01166b9489b7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"68ef80ec5024669f95c890570a8e2019356400fc80c1b9980eee81e4faa94493","formula_version":"titan-u-contract-v1","latency_ms":29.05020899999755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_211","prompt_sha256":"b34595efbafdd9e58b4ab9bdc290b84eeaf23e356818ca9b418796bd720eb242","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188747},"components":{"alpha":1.0,"bonus":1.0642443365188747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e1b30fd8669a32bda6c45eeb807183748957aaac1ed267af19e87fa7c75155e","formula_version":"titan-u-contract-v1","latency_ms":27.859583000001464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_437","prompt_sha256":"2fb00f4400d5ab6392b99435dbbe044cdd15004aa0327162c9a01b4f16c3f6bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4892,"eligible_count":122,"excluded_count":18,"feature_sha256":"c62fdd5366fda3718f7d6227239b5a1044842f583bbd50c207c9867b9a22b933","formula_version":"titan-u-contract-v1","latency_ms":25.27570800000234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_427","prompt_sha256":"77ccf4acd1f1ae331e0f8b2af0bae348954b638fe9b854f691ac6570516b4806","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2e5ebc7459e1796d0c810691cc6c8770a59006372e61e1fd59b70cdb483e243","formula_version":"titan-u-contract-v1","latency_ms":21.7165829999999,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_522","prompt_sha256":"dc2c561d55b725f5bd19991d0d56ab37f2bb072d442310eff413eaaccf367880","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"920c1220dbacbc485dac9ff0da089b074f3a1cbbbe400c8e8bffa7b8f255404e","formula_version":"titan-u-contract-v1","latency_ms":24.329417000004128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_386","prompt_sha256":"b8e3bba56f8663ae43f0c61ed2253910aa794e33caa837c36ae938e1d003e837","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"8edcb525bf4dd3f509482fd9b905448e3dbe7107ad4b808b1db9374723e9eb29","formula_version":"titan-u-contract-v1","latency_ms":22.039040999999315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_177","prompt_sha256":"ea83873dc1405ef5e139fe32996d8f391444dbc709421bf4920f78d46b79ddcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063740485415733},"components":{"alpha":1.0,"bonus":1.063740485415733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063740485415733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f80dbc5e1b01b0e50d0c47317a83af1d53275e32b80ad56e1a18e0a66dbd899","formula_version":"titan-u-contract-v1","latency_ms":28.195833000005166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_320","prompt_sha256":"879e135a76cbc0d91edecee1c72f17f9efb9fe59bf83058b4ad345ed25c84238","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e5b945de82e1db266bf9cb80e09305b2d11e6da5d6bac511b2bd393125018c7","formula_version":"titan-u-contract-v1","latency_ms":23.534707999999682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_220","prompt_sha256":"a090dd9c279eda09a0af325edb24cb38fdd2df9a5737fd1e637a9825cb007056","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ea3666f89ac6654605c202f0105a048f7e97b28c1b4bd857214e5a7db07f501","formula_version":"titan-u-contract-v1","latency_ms":22.207791999996118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_650","prompt_sha256":"d80dcc0f56145fcfb940b560d0c7cd45a9161cab50b90ac016cfc87c418110fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"72e747aba595492b04077d7c1a53ead8f86299d950fcdbc05c73b042b9951636","formula_version":"titan-u-contract-v1","latency_ms":28.619166999995116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_198","prompt_sha256":"45e1bf9864e63490d3c9d2d26a48c9444bb2204a83efc90e4ca133ea496e24e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117753},"components":{"alpha":1.0,"bonus":1.0641507801117753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"5016688ba60793b84319d32788d5ba5a7466d1f6dbdbeb8d712206301aca3b06","formula_version":"titan-u-contract-v1","latency_ms":28.31791599999889,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030817446778442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_428","prompt_sha256":"6e0c3e9a453208a32fac7228ad8d1850e387837f271a6d8f9ba8df7db9c54ddb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"b50f5659fb13e5935d70ffc0f98e48f60bd1b48e3ce4bb865e237ae4527237b6","formula_version":"titan-u-contract-v1","latency_ms":25.710625000002096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_440","prompt_sha256":"3e9dd2aeb4d9d066c0cde9b6045d1c17cf5028f0560291848eec86320d6f9f0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"3060f3e345321b6a32ec836134852798ec9a8d0d0a90e96a12ba5dd061e789f7","formula_version":"titan-u-contract-v1","latency_ms":24.684499999999332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_316","prompt_sha256":"883daa20e03a1543787634a507798d8bd4d0067a6f345e5a762bb52cb687105e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"6918151c9cc5498e33517ca9bfa5ae8d74c53b2dd04b98360cbf60455f5185d4","formula_version":"titan-u-contract-v1","latency_ms":27.968624999999747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_712","prompt_sha256":"1dfd0067415b96bf4cac17ae88a20979b5b13a32eef3a2e95076005171c2d490","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"c76e480acb270b7b239153dca5b3a8b93ef2e37cc107ad1332dc3ef7feddb83e","formula_version":"titan-u-contract-v1","latency_ms":22.73375000000044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_578","prompt_sha256":"cf1d0d987de4d3a87b55c0e4790d9cccd29810bd1ff30f4028b9c3eadb7077e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"345937915a378b7f3b4b2dbd0a92b3dfb5062e617f5436064235b0ad1c8cd178","formula_version":"titan-u-contract-v1","latency_ms":31.727041999999983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_724","prompt_sha256":"64bb73ab60a26bb41e3da6ee897c3cd88a81f1bfe143ebf1f6a574ce36f8294d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"22f0446584175a1a822770ad245367b6c061f317dd6114e4570d65307fd1b50a","formula_version":"titan-u-contract-v1","latency_ms":30.464541000000622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_221","prompt_sha256":"55cb99b60c3f319991e8a7cfd07d06e3d0d2156969be7bc086d27db1f89dbfca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"10cdd3e004b608d5104b3d09beb4826669a83f6342e25ad77ed6ff37a75d2155","formula_version":"titan-u-contract-v1","latency_ms":25.11458400000066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_306","prompt_sha256":"cbcb4f5177e59acfcdee85d7b9b6e0f3b9834d17d577caa219bb9a47d08fb65d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766041},"components":{"alpha":1.0,"bonus":1.0642523233766041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4766,"eligible_count":122,"excluded_count":18,"feature_sha256":"88662bd7b698efe3b6ba4d061d99e4b711babe84ba5be18421061b096c776478","formula_version":"titan-u-contract-v1","latency_ms":37.839875000003076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_515","prompt_sha256":"e359748ca093bf230c40688fecd3b903f62682b49482b4c7450ec29a75f1fe6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a992f5f6c524320d143e79429e4fced4f46319652b8e74bc4c84921f6399417","formula_version":"titan-u-contract-v1","latency_ms":40.10816699999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_475","prompt_sha256":"42261625d348a3e115e19e0c4666688d139fb0bfa6f7e7329ef08ed6ddfc29e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f9e0d4f8399507c3ff93388d445afde3cbe727ce0c1f3373b6eb0ab5c051c29","formula_version":"titan-u-contract-v1","latency_ms":26.473082999999065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_193","prompt_sha256":"be117d29f9012d0b84a5aafc8016b11957512525fcfece6719f4fd95813e865f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"616ef4e9c60ae6fc2770e35115ab21d880b906fee28836f9b3b66dba8be09117","formula_version":"titan-u-contract-v1","latency_ms":27.40770800000547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_571","prompt_sha256":"56f67139d7debb7b26e448230d0f0a86bc42abf1f6c1d4c04fd8923271125a17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014813},"components":{"alpha":1.0,"bonus":1.0637730021014813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc24fbf12f298b4e6480e2136c3d70605e85197ce5475a75b891a3a47b78809c","formula_version":"titan-u-contract-v1","latency_ms":29.632917000000703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681479,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_573","prompt_sha256":"b1ff73a3c13d1702e22e8361fec1728792be09548a8f82868db7bf3578b73c67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"63215480285233d8658132bf89ed34dbbe751c4ca6d40a28e1ce5e653a57434f","formula_version":"titan-u-contract-v1","latency_ms":23.443792000001906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_608","prompt_sha256":"fe487fe23c92f487360088ca82de5ca71f6809086697609a58afc311b214c4e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f2222b29b9d1a0d693166558dbb31a569504dd794a1575a6c6a69bff50b38cf","formula_version":"titan-u-contract-v1","latency_ms":23.401124999999467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_1","prompt_sha256":"918ac9aa96c197f85ef1e41cf04ae4c417b5370011aa9522712f94a99d3fbfb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8a9b5c0f36fa22b77c89e53eea674232210f987815a7b4740b0a2d3a5a59562","formula_version":"titan-u-contract-v1","latency_ms":25.31062500000303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_99","prompt_sha256":"c5f991d43ab6b6d0c14c364e5b2ffc3652d03b6d42140cb0ed3aec2e83e5c79c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866836},"components":{"alpha":1.0,"bonus":1.0637551556866836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"96de2edbc171fac6c6239705482d8ac77985324d7ca1334b37d04c1543f8d15b","formula_version":"titan-u-contract-v1","latency_ms":29.293667000004575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304218223533501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_119","prompt_sha256":"669783b0541828fc8d5ff713995edfb8ce57219306fc601fcac2d673048df3c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"31df34bbe8afdb9f8748b8eba57a4e43363196e0179ea6a5885af7d2822fe7f7","formula_version":"titan-u-contract-v1","latency_ms":26.498624999995002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_235","prompt_sha256":"f1ac3c75bfa6f5dcf4df3dd2cd5900153769c53c999360cb913c2b1a4a4a6a67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888549},"components":{"alpha":1.0,"bonus":1.0642166132888549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"20c9c09be9b246eb9798cc927d743f957695f5f1d48e334cd01e49a03cb8fb40","formula_version":"titan-u-contract-v1","latency_ms":33.69899999999859,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_476","prompt_sha256":"97ed784285ed464816045097d1d3ca6f462a8102c03dc34fdc36134e9b31dfa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878886},"components":{"alpha":1.0,"bonus":1.0640833826878886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"a445ab12234d568a4402a5c38622f4b024a90b27c9b8f905390cf5397af24780","formula_version":"titan-u-contract-v1","latency_ms":45.591874999999504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_88","prompt_sha256":"436acb0f21a2c061ce7ab409e6296463361d365faa085d9165b85050a143d0cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e5f9f6976a631ccc5349af17bb1b294a9e0406d40692f0c14db2dde9783fea8","formula_version":"titan-u-contract-v1","latency_ms":22.44266699999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_633","prompt_sha256":"168f6df16c16aa5d8292a3e898a59b02d8873577057bf7075dbd8b9633065f5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"12cc9ce68889df515d4eebcc0b10168dec6172e3cc59baaf3998bb18c4b83b91","formula_version":"titan-u-contract-v1","latency_ms":22.743083000001718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_50","prompt_sha256":"7a835bf2033578824bffc613c0b5288eed5b6dbb2ee2b0322c370b5a0f534b3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493307},"components":{"alpha":1.0,"bonus":1.0637581117493307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"3945e78fa7a8969c89b7f3937cbacfe416e785a85a6ae2f0625b77aea3ccd6bc","formula_version":"titan-u-contract-v1","latency_ms":23.393624999997087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_722","prompt_sha256":"f36f239db7075f4e0bbdaf801271dc1996e0c56c303167c245c8ad2947a0afd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648641381943988},"components":{"alpha":1.0,"bonus":1.0648641381943988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648641381943988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"03aed66f1b2448181dd441ab7204a117877ede151a7f494768f5c51bec60e657","formula_version":"titan-u-contract-v1","latency_ms":23.979416999999614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_486","prompt_sha256":"cfbde5530cdc5e8c71c42533980c452a774067ff814cbe19770be6ec4097a6ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064228450715588},"components":{"alpha":1.0,"bonus":1.064228450715588,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064228450715588,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d2d9cfe52af3aa2f9e557beea84b0a864554cadd3fac88e2fa0d4f065a1c3cd","formula_version":"titan-u-contract-v1","latency_ms":22.910082999999304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_405","prompt_sha256":"08f51a255e2c10d59a48ffb1e0826983176ced7937e19556686404a63b403e73","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc124917891638897e0559bcb66f04f0ed724aedd005e671aeeeee64d786abb0","formula_version":"titan-u-contract-v1","latency_ms":22.421041000001196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_422","prompt_sha256":"34ff1c0347f4e2e7b9a338f374bcff7e51672b2cd503f76fd31bf80b566e490d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ed97d3128968026ea7e23e17a838093757084c9d985eef4888379a47819df53","formula_version":"titan-u-contract-v1","latency_ms":27.00591699999677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_711","prompt_sha256":"5fddcc4dee043191e672b8ce0a01c2c6d70a66dc8262b4b7e0593fee5e931ea0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982788},"components":{"alpha":1.0,"bonus":1.0644053650982788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cd8449d34062d1cdeec2fd3b3c5acf41243b482c768e9db3a7966e81c2e3b62","formula_version":"titan-u-contract-v1","latency_ms":25.08733299999477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_5","prompt_sha256":"75b5ff492b01876b5c63323091ce294f6c09e5bede884c1e5bfdf58962460be8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"603fe4616a0c1a0aaf035be64ccc53da29685fab9d421e8b96911929c0d8bab6","formula_version":"titan-u-contract-v1","latency_ms":23.652459000004455,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_20","prompt_sha256":"c88ad2e9ebf92380922d126b632caef81aba041b5a1a0e15d14be09453e0e213","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"6be2628aa78e24e13d792292ed364b0bc9527e5247eec504774c3dda129c2e39","formula_version":"titan-u-contract-v1","latency_ms":23.37370899999769,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_34","prompt_sha256":"0f2ccb441acb506b37c91ccac4badbf7566864df3c00aed86019f4af42cd4cd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065440577883159},"components":{"alpha":1.0,"bonus":1.065440577883159,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065440577883159,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5015,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ece058a0f5b2dd951a6037058a841a80fb21df0880de5fca9c46e5f32b4ea51","formula_version":"titan-u-contract-v1","latency_ms":26.58029100000192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321072445498256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_43","prompt_sha256":"639073800cb6c6894caf6c76c2ea34d42f0b864edafcbed72cfb3d3df20a105c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"c26c4f86c5dad7f9b88ae9b3606f68df7c26012ddc36a21c4a86fd6b938d53db","formula_version":"titan-u-contract-v1","latency_ms":26.39299999999878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_52","prompt_sha256":"bb38f5f357a3e138563dfa81e25daf2fde904e1c4d65ad5af79bf891f7d9d1d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157335},"components":{"alpha":1.0,"bonus":1.0637404854157335,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157335,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"b88433616256e5624ad82e863f394455370369ee181dc9aa2ac7233f3d42fb1c","formula_version":"titan-u-contract-v1","latency_ms":22.20204200000353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520824,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_108","prompt_sha256":"a1e8f26b51accc3949f93df9f6b6826cbdad749f0ba2a967901b8e70d488ae3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155877},"components":{"alpha":1.0,"bonus":1.0642284507155877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"d281a768135745277b8e88a0ae55e4d4e7b319ada8d37736d799a0112cfbf6ea","formula_version":"titan-u-contract-v1","latency_ms":24.57295900000389,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_139","prompt_sha256":"713f736078e7aad4182936157dc65e80c6044cd3bf13abb9490c18b9fcf7d6ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539412},"components":{"alpha":1.0,"bonus":1.0641931362539412,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539412,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"de1fbe472518ae4674005566db6cb978a2a7404bf3ec548f49a57769ed189593","formula_version":"titan-u-contract-v1","latency_ms":24.70325000000173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308598029206077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_257","prompt_sha256":"bb31c44f6a7faeb99ff435c5e4bcb831948b16250289fb9f787c6186cdc124c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"10a0dd85aae16e5e73cc46e0c2902979d086e57079d6d87fd51c5062da375aa1","formula_version":"titan-u-contract-v1","latency_ms":24.964499999995837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_272","prompt_sha256":"c300015a32730bd348393be0bbd161897299cecc62a0a9d4cf6fecba6ae27bab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508517},"components":{"alpha":1.0,"bonus":1.0640183599508517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"22f8a9390d917a77986e2317cc692e1ae248cfd805fda5a13fbfbc0e1e2e465e","formula_version":"titan-u-contract-v1","latency_ms":25.462916999998697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306850266175183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_328","prompt_sha256":"375158a70ec3b1ba2195b8af599c7d25ceb21dae70c430f662cb999da2d26072","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128808},"components":{"alpha":1.0,"bonus":1.0638312579128808,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128808,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4e89d78f01d6fee6049cfcbb4ebc47e2b89b0ce6bc62b0fdaae64e5af3ad3ce","formula_version":"titan-u-contract-v1","latency_ms":23.586917000002927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795474,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_333","prompt_sha256":"b42befbb73044520897e4a107ce2a451b872ca57302171f211937875d1daec18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642764597662113},"components":{"alpha":1.0,"bonus":1.0642764597662113,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642764597662113,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfc170165f3ddda6ba300aaf9a3fc97ef099ffc75f29a577500672e91ae22eb9","formula_version":"titan-u-contract-v1","latency_ms":40.62620799999905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328779,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_338","prompt_sha256":"f5ea59e2ad67f77c99400d697602e375db5bcebd2d8e3edb329b2e956359d325","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff551e4f651336f8423de6fad4b832b15b6cbf95e847530dbdae2768e3d06fb3","formula_version":"titan-u-contract-v1","latency_ms":42.77558399999748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_339","prompt_sha256":"a48afa43218f48f4e787efd1105ebfa2e9bfba4916bdee3e3300437b0af9fe53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"38324701b21d191e34c8d8e0fb58bd74ae890ce944da9ff215c27c574fc95bef","formula_version":"titan-u-contract-v1","latency_ms":29.847750000001838,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_342","prompt_sha256":"b0dfa51ee3cd95ee0bb6f8158ebd20ae3da64aba35cf90dc64eb033f33e61d56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064200932625038},"components":{"alpha":1.0,"bonus":1.064200932625038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064200932625038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d7ad9084d49dc3112f00571ea3daa16bc01e390179d9207a658e05b558dac3c","formula_version":"titan-u-contract-v1","latency_ms":26.629749999997898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_344","prompt_sha256":"a3b3160c35a3a2904b0046f253e5293b3366b146a0aebcb1f3135b644938020f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423842},"components":{"alpha":1.0,"bonus":1.0639086287423842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"75a60a5344cb05f13519a9eeb8c53f607d9df537f16aeb409dc718d8bd50ce27","formula_version":"titan-u-contract-v1","latency_ms":31.52424999999681,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_345","prompt_sha256":"8e2d3126b8900e895a9cd38cfa3a0ed2ef6d080c59079581423c6b761741aca4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d4d78abc8c38d7b811871debb82cdf5c2d72f04873184efbcb915fee04f1719","formula_version":"titan-u-contract-v1","latency_ms":29.67583400000251,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_346","prompt_sha256":"5cbf18fb7afbe2eff2d22777855a3fe83efabbcb0e7d001f4558da9f4336c836","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063872642753821},"components":{"alpha":1.0,"bonus":1.063872642753821,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063872642753821,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"80cf32df546a9902695a2c87d1db4e023e98338d42dd65b473df909bafd0f7b6","formula_version":"titan-u-contract-v1","latency_ms":55.32104200000276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204875,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_347","prompt_sha256":"f5835437b0ab87c04ee46a82097c9467f3def32d425f0d636ac5f10205ba6587","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"367a57ad2d9886b50bd385dd79ad866b97ed656881bd9c5ce3be7341dd90d986","formula_version":"titan-u-contract-v1","latency_ms":67.808792000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_363","prompt_sha256":"0b98fafb06e8f87d4e3ee6f5c8ea2baabf28212666577ef3511d70249b45d17a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155877},"components":{"alpha":1.0,"bonus":1.0642284507155877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ee0d39bb38f618bb54a3fc85b1fca85c76be65f5c71589c25a7225ae3c738c8","formula_version":"titan-u-contract-v1","latency_ms":33.65433399999773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_413","prompt_sha256":"af5dddeae3d4c5d52f22f961309c388b62a1f38554e13ac56dc25efdb1c5a15a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064492264532721},"components":{"alpha":1.0,"bonus":1.064492264532721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064492264532721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa98972b248dbd905070af23938f459e9f0b0371e00959e92f052e042a0975ec","formula_version":"titan-u-contract-v1","latency_ms":29.679666999996357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311589311993876,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_433","prompt_sha256":"65747fc08cd88499009eb18a3136ac3658bb6a34ab688ba788631a7143808e25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064220551771342},"components":{"alpha":1.0,"bonus":1.064220551771342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064220551771342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"dadf6ea740f01dd9a17a822c89c268a5ff84fb7ab6963073642bbe4f0bf282f4","formula_version":"titan-u-contract-v1","latency_ms":26.464916999998422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380085,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_435","prompt_sha256":"1fd92edb2ab70c9f553e3cd41c354ee89f1146537f2e4ab57bad79181dbad5e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"2791eb304d7f45a8ecb7b31ad9cef3435c4b174ced9576cbe43640c86088de8f","formula_version":"titan-u-contract-v1","latency_ms":24.08712500000121,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_436","prompt_sha256":"7344f226dbd31fb89b8d23c3da7b495ea936f2c4fd1061d4ef2ee2d0d8c76cc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179366},"components":{"alpha":1.0,"bonus":1.0641393823179366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a86205920224a5d00c83adce3f72c5d696b26533bb97b6a07a3b69e7cc1af23","formula_version":"titan-u-contract-v1","latency_ms":25.103125000001114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_438","prompt_sha256":"1738eb0097e3f79836651c5365fadea26197f8d120da7c1f5b1f448fa61bd8f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a6483183f56532d82fc25eb9cc0019b271878d3c5c9a7c93850d469fada8536","formula_version":"titan-u-contract-v1","latency_ms":24.073665999999605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_455","prompt_sha256":"3ab361400d5d3c47fa6420dc6a780df1f5af5c66405b47df1ccb1003559ee5fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb475e774f6deff020b612cf79510bd8dc18734d708e1f4b109995ebff24c84f","formula_version":"titan-u-contract-v1","latency_ms":24.895041999997147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_460","prompt_sha256":"ad572eff6685b1b4e9f9273d10b4f3be7fa0b6ec1177e6cd0c74801786c45d9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646937499816556},"components":{"alpha":1.0,"bonus":1.0646937499816556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646937499816556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4867,"eligible_count":122,"excluded_count":18,"feature_sha256":"57f8657cf363e1a942573ea1052f6283d107918d3c4dd4e9c7277e8e3869e814","formula_version":"titan-u-contract-v1","latency_ms":25.80462499999925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313604166483221,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_464","prompt_sha256":"0a40e384bc0c58bc037d554f1266c213badcdd37f31abeade6b103f0873ae34e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"82c738f181ee24265bad739044c1fadb756aa147d6bdf8a903bdcb25fe092234","formula_version":"titan-u-contract-v1","latency_ms":23.87162500000528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_467","prompt_sha256":"094b49feb902a74617c5dd8ee550056ffd404fef1a5712bcb8e8cb7ef05ac5ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064651384403599},"components":{"alpha":1.0,"bonus":1.064651384403599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064651384403599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"37f7392a9b4316392f58c09861034db1d1588f0a6e387f2c6632ba3080ff4cfa","formula_version":"titan-u-contract-v1","latency_ms":23.967708000000698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_469","prompt_sha256":"1340240634e7e613ed638414990651ea3aff0e57accf9cbd7cbfa0bd37e8372a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"26400b26bac35344f6c7719f312404a5546102532673c266716b7bd1236179f4","formula_version":"titan-u-contract-v1","latency_ms":21.511457999999095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_478","prompt_sha256":"8f8435c5191e025bcb38a60f57cd7aa0abf1ae20db5de5fcce2f3ff5bf39643f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4790,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfa47ae4f6b752f467c31595cb93f56dd6717ba79f1862ba9362aaacf5c8668a","formula_version":"titan-u-contract-v1","latency_ms":22.906833000000404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_491","prompt_sha256":"477a2ac47df7c6e0898756e63b9fce61e86a6bd503a4cc0d4f369c29a73a9908","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064379866401089},"components":{"alpha":1.0,"bonus":1.064379866401089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064379866401089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"00b03700084df281762255235801abe6cca3355cf337f7e98f1bc0af89f92545","formula_version":"titan-u-contract-v1","latency_ms":26.103540999997676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_499","prompt_sha256":"2df748b530c405a9225b659d4e262fd19972648324bd68a4e6be6c0d9c3fbf08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"1600f1aaf88ac151deb0504d0babe6f3cbecfb58f0e988ecbece5dd5a209b37d","formula_version":"titan-u-contract-v1","latency_ms":22.5524999999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_500","prompt_sha256":"a6c326144daf4acb70e938dfe4d792c70f537f10461b55219cc796b8589e89bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643840978765617},"components":{"alpha":1.0,"bonus":1.0643840978765617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643840978765617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4798,"eligible_count":122,"excluded_count":18,"feature_sha256":"37abf3418aa679a5bf70c0c245b8240504f2c1f8e24875937d4c6e789190f134","formula_version":"titan-u-contract-v1","latency_ms":24.898499999999046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310507645432283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_501","prompt_sha256":"fcc67d71e6b0d78cbfa0ce28fcd5dd5302b112dd2346750080bde17182f59254","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"b68c15b594430a596c48c06b8f2069fe3bb96960e79c5b0c0bab38ebd01a35a2","formula_version":"titan-u-contract-v1","latency_ms":23.443542000002537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_507","prompt_sha256":"2c86dacee2e3d0384e402d6a145dd1e73abdb057e8c376a9baa54ec098714db9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f1e534696eb543af08f176923df6b9b761a975efd8d0cf9754d24cc7171e57a","formula_version":"titan-u-contract-v1","latency_ms":29.252666999994403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_508","prompt_sha256":"f97f3db511df00e0ace95b9cbbfb7724ccfb090ec8f54120e8402e81949d0e98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644354467568713},"components":{"alpha":1.0,"bonus":1.0644354467568713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644354467568713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4812,"eligible_count":122,"excluded_count":18,"feature_sha256":"d560bed0aadc24cacba97d38aa1f088f153f0673566a031adf4af94ef6852930","formula_version":"titan-u-contract-v1","latency_ms":23.775417000003074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311021134235379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_526","prompt_sha256":"62e407ee143cc0fbed59f6f507f03877cc8d3307dd10170bce049ad1db58bb32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322776},"components":{"alpha":1.0,"bonus":1.0641545940322776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"08e7b4c07863b0f92032c5ab288b3ec060c7515b1be025df932d935616581d39","formula_version":"titan-u-contract-v1","latency_ms":23.605207999999323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_546","prompt_sha256":"576ba4a88a9076892279ee05c38d4a3a4b68c587a988b0aed48b5db88745224a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641431742545266},"components":{"alpha":1.0,"bonus":1.0641431742545266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641431742545266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2ad1a75dd35e1cae9737496c883ff42777da201986fa08ad0a3e32ac8510cb9","formula_version":"titan-u-contract-v1","latency_ms":25.132167000002426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308098409211932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_548","prompt_sha256":"82f393ea3bc00c0a4daad0a463267333ef9d712beb608ef536a402f630ebb2ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"a640bf28d2d2b1892fc50e3986d0aa75247cfb5460f706591aefc89705fd67e4","formula_version":"titan-u-contract-v1","latency_ms":26.911124999998037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_553","prompt_sha256":"ed3f3b81b70ebb0d3ecdcd4f77b31e68d68a8854d98b92c21adac446395f52ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"c84b1baddbc55c8cf638fff0715b2d41de28cd018c84ef0dbcd7127e3c13020f","formula_version":"titan-u-contract-v1","latency_ms":26.90220800000276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_594","prompt_sha256":"da8ff1fc9dfa5da4efbd97fbd20b09bb0f097e8f5aa65f96d7853973abeff271","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996474},"components":{"alpha":1.0,"bonus":1.0642926971996474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"9892f80e84fc743fabdb8f8b276ed336f8bf55cb82bf6d3046f4b0e505561f66","formula_version":"titan-u-contract-v1","latency_ms":23.44625000000633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030959363866314,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_600","prompt_sha256":"0f406a6d9af276d0e7620293640b25f83e89fc573a2e5dfdf64743a2de05be13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064280508136835},"components":{"alpha":1.0,"bonus":1.064280508136835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064280508136835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"048891659224dc062b4010b096ead02d1072d116981f7f7e5cfa243748b586e5","formula_version":"titan-u-contract-v1","latency_ms":23.757708000005096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_603","prompt_sha256":"e206ddd60a85498061975b04937d8bff05d93340b622777e98797c80064ebf0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916244},"components":{"alpha":1.0,"bonus":1.0641699229916244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"34ac11e449ba6aa0b89873d8e0ae3e7b6039a2affbe22e820919868f56a500be","formula_version":"titan-u-contract-v1","latency_ms":24.970709000001534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030836589658291,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_609","prompt_sha256":"5cb976a982ede2ea867046ccd1807115abb8ba9e22a5cf77257e0d9b50f6fd7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649836},"components":{"alpha":1.0,"bonus":1.0642363789649836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6259eb2dc56dd18548ed6165bab7a0a97ed9de3687eb80808d8e98a1d1ff50e","formula_version":"titan-u-contract-v1","latency_ms":22.578167000006033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309030456316501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_612","prompt_sha256":"0f4f2a91412156dfceaa0fcda15c8d1deb6964ba144f431e9d0b012930402654","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064244336518875},"components":{"alpha":1.0,"bonus":1.064244336518875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064244336518875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9206ea46c9412726ba7ada5be76fcb08759a15319dd3146b3364f6d8c6eaf21","formula_version":"titan-u-contract-v1","latency_ms":24.912625000006017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_614","prompt_sha256":"a3939eebec22fcdbe1f6f08598c12bbace037a432128ef7a214673e02203e234","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916246},"components":{"alpha":1.0,"bonus":1.0641699229916246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"02602fcd8ef770e8d7c0b82d6ea428426779262fbfcd1e2866689b41678262a3","formula_version":"titan-u-contract-v1","latency_ms":23.557375000002878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_615","prompt_sha256":"40c08265855c5cdcf98160fefa0f4594e9abf815e05f524167b82431afeed4f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642764597662113},"components":{"alpha":1.0,"bonus":1.0642764597662113,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642764597662113,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ca264cb08fac45a2efca302f14c5d2fcee513ee5fe2385aa2b3007e432d6dfe","formula_version":"titan-u-contract-v1","latency_ms":21.584124999996845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328779,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_617","prompt_sha256":"25df95d1005f381728e56514f12ad1e47ce87e0f4e94f731a4192a4230442f5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"61aedf1345cf6cdfb8ecb46eab20156c9801ddb77370bcd026886a2408c92e98","formula_version":"titan-u-contract-v1","latency_ms":24.47220799999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_628","prompt_sha256":"ef9e5a2fcae0074991fca7218cb1eb1f1e0ebff634e2ae8fba868dbecd03b44f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"aadbbc79b61bcfb2704fafa8fd6226f7904bc871f5df54ed009a036479a6bd77","formula_version":"titan-u-contract-v1","latency_ms":26.00179200000241,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_630","prompt_sha256":"8677d609507808986647f48f6f0eb8b3266e56264b199edc8890f913b470c862","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941364},"components":{"alpha":1.0,"bonus":1.0644658871941364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"57433e3accdbed7a5f98699a29ecf6217a3ced7e1f7cb0fd69ba3255b80daa38","formula_version":"titan-u-contract-v1","latency_ms":25.789792000004752,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031132553860803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_637","prompt_sha256":"a8e188f54d0f32bdc2cec269360f48fb40a7e015c7c969a0e8e95d910f1b4b7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644790429184126},"components":{"alpha":1.0,"bonus":1.0644790429184126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644790429184126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"42fab526bcd4cf083b5bafc02871211e57f865692ac44b6721c765e837ff5bb4","formula_version":"titan-u-contract-v1","latency_ms":27.557000000001608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311457095850791,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_647","prompt_sha256":"24100bec5bd2bcb152b216a55129cdcf4615bef8a52267259e29805476f693d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415783},"components":{"alpha":1.0,"bonus":1.0639591304415783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"627571a56deed61e414f584c83a06ddf8a8eec7900dce843de3d417e6a720d48","formula_version":"titan-u-contract-v1","latency_ms":24.33104099999639,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306257971082449,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_656","prompt_sha256":"ef1be020c4b2b253c643cca0b2c720d0a3ca3deadc578fe6b50f1746304f3d6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"b39d4914e2dc77a7a2e58e665937da5b1d0052a30f4cb81c9379ff80fde7e6b7","formula_version":"titan-u-contract-v1","latency_ms":25.518292000000997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_664","prompt_sha256":"7d37f3a75554bf28ecfd4554f63352cefad2433089ea47835fa032f04747a88a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559314},"components":{"alpha":1.0,"bonus":1.0640505744559314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"c92b7d84a1fb9c60364043b95534d1797948271515ec1d949a980f0390439595","formula_version":"titan-u-contract-v1","latency_ms":22.40404200000512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122598,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_671","prompt_sha256":"e4ebdbbc33dd2b20e468a7fcc43804f24126b61ca9c9e66fd1c0660ab9329c30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"99460af52d21a101c31fee7cb3a65b74fa6f50b122fffcb684d3d9dc0f3e4c00","formula_version":"titan-u-contract-v1","latency_ms":23.9144170000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_672","prompt_sha256":"3f4ae3374f6f1f9a18f510ac2b22940a4806aa7bb9156302b7bff71426c5af99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"099b62029224d0d144a16f951f5887973367d575788f51b99195c247b589294c","formula_version":"titan-u-contract-v1","latency_ms":22.82529099999664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_684","prompt_sha256":"14a5f396d41a49e0298400e256be8fb659e24fec01f9be5a8daa59fd6fe245d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942023},"components":{"alpha":1.0,"bonus":1.0642563277942023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"6cdbe5a4ed1e16221ba31164ccb4bf5aaa29617294893c8cf1774667c34ad7cb","formula_version":"titan-u-contract-v1","latency_ms":24.04979199999957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608689,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_699","prompt_sha256":"be86d1932891b16eb8ca343692b7415169f1868a5a2c5138343b332050bc5752","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063993714737075},"components":{"alpha":1.0,"bonus":1.063993714737075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063993714737075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"08197b153ba928fa286816eb1516dafe55473ead82996c680f9688d6ec15c46d","formula_version":"titan-u-contract-v1","latency_ms":25.597749999995756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_704","prompt_sha256":"a4db2780c643ced8df4066dfab5bbe42e062b6d9870e8f8d9835347453ea7e61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ed939f617ce08fbf2d27831530e23ce632e3efa0fefdec8f294b44522dff409","formula_version":"titan-u-contract-v1","latency_ms":21.767167000000143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_720","prompt_sha256":"7753edf5d602a1757129242c3a06ed9aac072d219c1a357c5bbb0bee8666b01e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641892490588787},"components":{"alpha":1.0,"bonus":1.0641892490588787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641892490588787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"309babec9b4c7ae2e7f9286394a6c6f0b6d7ec0d87d52f3d843d3929aca660c4","formula_version":"titan-u-contract-v1","latency_ms":24.208166999997616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308559157255452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_26","prompt_sha256":"245ac4c9980f373f92c00faea69e73ac3bd4cc9cc78203c7d8bb14f5ce5da087","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"2548bb773ae2d71a8239c172a94b46222a74d982e1b625f7b8a9a8dd45ab49c7","formula_version":"titan-u-contract-v1","latency_ms":28.975541999997745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_28","prompt_sha256":"6b4f9c420440dbd2901b3aaa3247b4c4f35dcc1c403af9ba87c8c6daa647fc78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"e73239d35363373e232a54670cb535f180d5a949493eb7e68a69a5e994e0723b","formula_version":"titan-u-contract-v1","latency_ms":25.547792000004677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_29","prompt_sha256":"2ec1e56e1ea72d7fa0a279aa226cbf88f4ae031a2419b296719736d6700fc682","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"45816c28656e12bf8a03ef9ce438d3d3d6174d31c56f47bf18dfe90682b413ed","formula_version":"titan-u-contract-v1","latency_ms":26.597875000000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_41","prompt_sha256":"2d0bb9bd842ffa6483901171614336a3a44dc410bf420b69bd5acd424cd0d457","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"837b6a523a720365785538e590497d3ced48896c2348cde7b80479f6fbbe1fd9","formula_version":"titan-u-contract-v1","latency_ms":24.88616699999824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_62","prompt_sha256":"1929c4f493da6eafd7f44f54885d71e05bb6dd55c6bb67ff9e8055484d919880","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dc0a27bdfc6716b7192980a4d64be133c8a35dea1e0aacb701ce36ea1824881","formula_version":"titan-u-contract-v1","latency_ms":24.098208000005172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_296","prompt_sha256":"bd7d0ba14e949480659f77c914238d74af580aaa5aa93ea3bd6ac0869f609df9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642403540789083},"components":{"alpha":1.0,"bonus":1.0642403540789083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642403540789083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"202e85e67709069e7ea39cf2975d92ff86c100c740b2a10c8212d24ce9226d28","formula_version":"titan-u-contract-v1","latency_ms":23.710083000004545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309070207455748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_330","prompt_sha256":"9d45f07321460c814237783f1b5e8ff02f311d7c7eaaae9a2b7bb636ae98d994","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649834},"components":{"alpha":1.0,"bonus":1.0642363789649834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"0304560f1e28ec2d6c96c38ecdfda5a56e82c8fd994caf2c9abcf9400ff004e6","formula_version":"titan-u-contract-v1","latency_ms":23.480333000001963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03090304563165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_335","prompt_sha256":"d8d38f7e12666cb3eb1c6a81e056da8fea228846413ee5434bb2eda2991541ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652207847730446},"components":{"alpha":1.0,"bonus":1.0652207847730446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652207847730446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4970,"eligible_count":122,"excluded_count":18,"feature_sha256":"2930c74264c064985679f5ffbf0ca58ef9aeeb3ddf1c5bc6d8f0d3d96aca4388","formula_version":"titan-u-contract-v1","latency_ms":27.222833000003277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318874514397112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_343","prompt_sha256":"c1d98be81629e70f848e596a98c9c8e4f99d0283f1810ff8bd9c61cce904c753","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd36f500d1b6abd81ed286f66f98472997256a63d0adbd815b8cf53996dd783c","formula_version":"titan-u-contract-v1","latency_ms":24.188084000002164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_348","prompt_sha256":"a941e7f7e8b64b36c54e6ff29bdfac63537574116ed72c977a61ff96850936d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c23db07696cb537b359d4d171ec06e41537737cae0dad6d99d22a547427c0ea","formula_version":"titan-u-contract-v1","latency_ms":28.792082999999025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_359","prompt_sha256":"476da46cad3cfa48b41403b6e4213bef2779acb977fc3a61ba1f28d9457737a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f2f5359ccdfb1f283cec95f4ea9ed98882ea4cf29bcbd6a8369c70d61681fbe","formula_version":"titan-u-contract-v1","latency_ms":29.731458000000544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_361","prompt_sha256":"30f66f87f12a992583faa44abc4a36fc017e3f23c31446a68ceb320c77e930ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646188431781582},"components":{"alpha":1.0,"bonus":1.0646188431781582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646188431781582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4851,"eligible_count":122,"excluded_count":18,"feature_sha256":"e202f38bf64081bc7a5c94385f1ae80608a910e66f406d31f2f330537caf1b3f","formula_version":"titan-u-contract-v1","latency_ms":32.23762500000049,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312855098448248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_397","prompt_sha256":"c5fe2ecfb1cf548bc65841b95f72d52e823de048d9b21e8e1074f400bee46402","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645912361089584},"components":{"alpha":1.0,"bonus":1.0645912361089584,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645912361089584,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4845,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae7cebbeada2741d72837ce309d4e539b3fdef1eec71a9ee9e92c2b0a3aa7d5e","formula_version":"titan-u-contract-v1","latency_ms":28.570125000001667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031257902775625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_399","prompt_sha256":"946f01574817d1c9b47c7da287802c425c9d8f7040edc1c8ceceb25176597ab2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646420503213743},"components":{"alpha":1.0,"bonus":1.0646420503213743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646420503213743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c1d14933d1b17484a8ae731d8cf134687957ec50a287245876a100f1aad8fd4","formula_version":"titan-u-contract-v1","latency_ms":25.164250000003108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313087169880408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_400","prompt_sha256":"7b5cb2e3173f6518e9f49f19526cc6a98bf2e3cf33f37c1b24d323c5bafdf9de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646281040814205},"components":{"alpha":1.0,"bonus":1.0646281040814205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646281040814205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e78836479196b2470c2e6d22b224d0095874023d7cdf4e032b70a7dcd730197","formula_version":"titan-u-contract-v1","latency_ms":28.07016599999912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031294770748087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_406","prompt_sha256":"774748b23f556b0ae139c536fa658b036bb2ec5c7d980aab70f3d0320efaf6f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888546},"components":{"alpha":1.0,"bonus":1.0642166132888546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"44f527a81fbe1d772c55424e4f1597f5415f520756b4414b0c4c89d14a218abe","formula_version":"titan-u-contract-v1","latency_ms":24.19779199999539,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_421","prompt_sha256":"6dd282e66fb96eee180638484bed0aea4acc57254bd9e61b91331dadad70df3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890742},"components":{"alpha":1.0,"bonus":1.0649094004890742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"71eb11e3494518b628065fedf801194c8f65aa379615790914c29fa7ba99d96c","formula_version":"titan-u-contract-v1","latency_ms":26.060333000003766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315760671557408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_503","prompt_sha256":"04fb606d148f8c9f0879ca435aed568561bd9563259cf12cb32cde7f896b7a71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456384},"components":{"alpha":1.0,"bonus":1.0640469657456384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"491a79ddee944b901d04f1e312874f133d03afceb75b0679d604581e29a3268d","formula_version":"titan-u-contract-v1","latency_ms":21.786665999997012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030713632412305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_601","prompt_sha256":"a9e934d65285413842d9089387e90e4d7c28b8fe221ab1da02510f83c9f103da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063911944194631},"components":{"alpha":1.0,"bonus":1.063911944194631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063911944194631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b81e65e6b8684a82b5a7b820d9433c7703502198f6929fec020ac10baeaeceb","formula_version":"titan-u-contract-v1","latency_ms":26.310041999998646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_623","prompt_sha256":"073c842717852418925612f7b51e690096197f727a919b613fc0d99b85321c01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384314},"components":{"alpha":1.0,"bonus":1.0643462782384314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e44a3270c26779a05aceba8fa8adafa2810a4b587765804280216de967437c9","formula_version":"titan-u-contract-v1","latency_ms":23.910290999999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031012944905098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_13","prompt_sha256":"3993c747461709b95742a2caefd56ca8d31f27d8be11da6edfe88e0179b1b0d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06402903214621},"components":{"alpha":1.0,"bonus":1.06402903214621,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06402903214621,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"161b119825f4243cdf573c75dd60a2ba0db38d26550800b55fc11a7325bfb390","formula_version":"titan-u-contract-v1","latency_ms":28.179917000002774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_15","prompt_sha256":"aeb0df2e8c3082455e5c32c9042fb45c0b59791e361af6fde2a0d2e7e89da9ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d03363e1771ac488d72407fb9a7517c42c344b93f767e8edc6d38999928102a","formula_version":"titan-u-contract-v1","latency_ms":25.766707999999028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_17","prompt_sha256":"04b6196a1bb0624243ae002b60f1955e8e8af9a0b15bb81f5d25eb076e0266e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721866},"components":{"alpha":1.0,"bonus":1.0645144469721866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"a56949771a6ec5c1237e2f651d9cb05771595792bfc0204b9f05f7865421d2ac","formula_version":"titan-u-contract-v1","latency_ms":27.049000000005208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311811136388531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_59","prompt_sha256":"4b649d88fa1edd29c232d8f621c35adaf1aa0246ade27202cf341da24b25ac08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065510441056304},"components":{"alpha":1.0,"bonus":1.065510441056304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065510441056304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5021,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a8083f15bd51cda281dedb505f8f8775174e1983480b36960b7516273d9caed","formula_version":"titan-u-contract-v1","latency_ms":25.91604199999864,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321771077229707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_61","prompt_sha256":"49f34f5d4f320193e32aa76a6093bd7241a13641f38a16c16049a76a8614357b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658503647323099},"components":{"alpha":1.0,"bonus":1.0658503647323099,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658503647323099,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5077,"eligible_count":122,"excluded_count":18,"feature_sha256":"688e6dcaf9cede999f8240f69a3c591fc5cebfd83085034c4594724e96ca7be2","formula_version":"titan-u-contract-v1","latency_ms":22.508458999993763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325170313989764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_63","prompt_sha256":"27ae762f074a34ffcef835a138a67a16524057b810dbf58a0e2fcc900863ca47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"5015272e402f9c35696b397b82975104222be55ba99781a2d5c0298b93a6b999","formula_version":"titan-u-contract-v1","latency_ms":35.142166999996505,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_66","prompt_sha256":"42bc97856320e2a62216af1ce8e2cd65986335349c66ab8929d4bc817a4c57e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"23e8378454f24ab2e17c5bed3b28bc4852ca9492e66314666822b8f87dba9368","formula_version":"titan-u-contract-v1","latency_ms":28.055457999997202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_165","prompt_sha256":"15f7f5ec254a8f5d74853ba9267ecc1a969771783f578a807bb85af5b122456b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a9054d96de9c171b759039217d4136debb2d3aed99aae1f138ada7a0b6c944c","formula_version":"titan-u-contract-v1","latency_ms":31.500583999999776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_232","prompt_sha256":"bcda6901fb486441a78cf375f5a43a607627ef31d24f9ebf18ef339ce2a39d04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"15470e961fb20dc833a98c3766cb5268e1f007859317d0136c1ace45bb2a5dc7","formula_version":"titan-u-contract-v1","latency_ms":32.455917000000056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_252","prompt_sha256":"a4a83321d0035f2c316fd35f3754aaadb467b2b115d50dc045cd8686131b8a2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365943},"components":{"alpha":1.0,"bonus":1.0641776314365943,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365943,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"91358a5360afe588fe22c97a306dadf55635e0d55ea8e0d890b25008313f1069","formula_version":"titan-u-contract-v1","latency_ms":23.7118750000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_270","prompt_sha256":"dc4f74db8bd365122ecda6053f8ca296776ed7d001087778a86cc48dddf8897c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477244},"components":{"alpha":1.0,"bonus":1.064128050477244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b356de4624eafc0b98d7575d1b9f829587508f7a15680f799bf55d3f1b26a62","formula_version":"titan-u-contract-v1","latency_ms":23.64570800000365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_273","prompt_sha256":"7693b311cb8f069401812a93ba2a0e16178acc67b36f1f317f0a192b8622c9fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"96ffe8f030d26d3762796bddd7a176544998979883367cefed1eefab6203f837","formula_version":"titan-u-contract-v1","latency_ms":23.862499999999898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_409","prompt_sha256":"3b1d76f4152b1fd53715efcd5c57c66b407696dfec3532f0ab8293ec35082b48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519662},"components":{"alpha":1.0,"bonus":1.0647608299519662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4881,"eligible_count":122,"excluded_count":18,"feature_sha256":"9511271eb2638704239f448355fe13ec8fec4615c7bfd3063cae529a6e1354e7","formula_version":"titan-u-contract-v1","latency_ms":24.13229200000444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314274966186328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_446","prompt_sha256":"cf50b2f541211f5cee141ed0afd5e655436c46ff94dfffbc8a90926f313c3128","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646142237038259},"components":{"alpha":1.0,"bonus":1.0646142237038259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646142237038259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4850,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6d476837b00f75d316387a2d10782ad2fd17c7a9eb8ae7b56581a3af8ac032b","formula_version":"titan-u-contract-v1","latency_ms":23.489791000002924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_463","prompt_sha256":"ba0558a26a4b69afdd5c6a9438e266a5068f1b583b7def43951dc2cbf45cd3fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915805},"components":{"alpha":1.0,"bonus":1.0652043377915805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b722738776bb0811cf17dde2bf8c54ae616d176b42bac82ffb44567f566c6ae","formula_version":"titan-u-contract-v1","latency_ms":22.915875000002472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031871004458247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_470","prompt_sha256":"2b6f330c0c3032e4e92ece499aab0c9a8a0437f0ea4603ddc15b2f57a1060105","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650434850277242},"components":{"alpha":1.0,"bonus":1.0650434850277242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650434850277242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4937,"eligible_count":122,"excluded_count":18,"feature_sha256":"473b260f7869673b0698756faa1cc177263cd42806fe709acfd0fba0418dbcd4","formula_version":"titan-u-contract-v1","latency_ms":28.904750000002366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317101516943907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_472","prompt_sha256":"7c3f76c4a7b7f3668815723aced5d90fba4460f569c2103ac96bb92f587be940","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890745},"components":{"alpha":1.0,"bonus":1.0649094004890745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"957d024ef4368a387227ae9ea83345c043af82e1f4dd067145080a7e96d7ddb2","formula_version":"titan-u-contract-v1","latency_ms":26.120416999994234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031576067155741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_474","prompt_sha256":"84552d6dae28b07b700cabb181c1345134b715559ed4a46a9dd40b073916e2d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652098128127152},"components":{"alpha":1.0,"bonus":1.0652098128127152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652098128127152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ceac8a1b827a8f584506204ca3535786ded8bf123d5e56e24828de4b37f50f2","formula_version":"titan-u-contract-v1","latency_ms":26.092292000001294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318764794793818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_481","prompt_sha256":"0511e5704211b8a3c45cc85daaf82ea7e4727efcec18dc0cfbde7a8974a44f01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"cffca3e7d469622b4b279a5d261ecd346fb2410ff9b8587d04f51254a24bcad1","formula_version":"titan-u-contract-v1","latency_ms":28.548874999998475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_484","prompt_sha256":"30867d9c552c90665a557ab60599798883bebc12c3cd4d408ead5ab1ce94d2c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"716e3156d8e4967dbe94f103b10c72f50ed998e8d2c7f169d37d7233fc75a865","formula_version":"titan-u-contract-v1","latency_ms":25.24266700000055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_488","prompt_sha256":"6b250986e3d7078d5666b0f8d73de289d6997e61c2a0832479d9fe8ffaa38633","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179368},"components":{"alpha":1.0,"bonus":1.0641393823179368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"30ff5970122d9932c179d750c5a7c2b608a8eafda4a1a26b6edd297e70f1bfc2","formula_version":"titan-u-contract-v1","latency_ms":27.14391599999999,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_490","prompt_sha256":"98a201050c4c80e1fc67023a7d56d5e6800695d8e13953304111feaa737f3950","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650963718133675},"components":{"alpha":1.0,"bonus":1.0650963718133675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650963718133675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb041717e0c7c8c742d523e33c4edb6d46b535cfaf000dde8362ed4ee1ca61c2","formula_version":"titan-u-contract-v1","latency_ms":24.89804100000015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031763038480034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_492","prompt_sha256":"ba8587cd3b405dbf985d3511bbc75478d78cba80e19c23ef2849a0013dcc8134","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751072},"components":{"alpha":1.0,"bonus":1.0643883366751072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"459b7d529057a6dbcd959a887a3042791cae46a656368789f797165387c33d23","formula_version":"titan-u-contract-v1","latency_ms":24.533625000003667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310550033417738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_494","prompt_sha256":"f1cb704c817945251b6742293fdf7ae9f9d5175e8d8186bd3e1006e7250bbcd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645958189907097},"components":{"alpha":1.0,"bonus":1.0645958189907097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645958189907097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4846,"eligible_count":122,"excluded_count":18,"feature_sha256":"85d99416c05d341162fd6d6b2f1ba9108ddd7e68d35c8d89181f31a0ec7fe0b5","formula_version":"titan-u-contract-v1","latency_ms":38.162417000002335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312624856573762,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_498","prompt_sha256":"2b2041fc60afe24b4b0a14a9c3780c20f83931b2abac397c6191530a0bbd4a57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655104410563043},"components":{"alpha":1.0,"bonus":1.0655104410563043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655104410563043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5021,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a2d354c1e754fdd91a540f9f6c5c24dbb363c6c9ad3373e3fd3a6fa153ddb43","formula_version":"titan-u-contract-v1","latency_ms":25.75395799999569,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321771077229709,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_502","prompt_sha256":"e99e33c4ae995a4507324aca13ad42e3ab41b1ef5c18a99fce83a1ba7b02f21c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155877},"components":{"alpha":1.0,"bonus":1.0642284507155877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"90ac3bef110c47b5844cef57182df70e3c524eb22b789319fcc9515021b2b286","formula_version":"titan-u-contract-v1","latency_ms":22.324957999998674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_504","prompt_sha256":"b2dff3674358ff1ff24b56d79399244f3187ecda158c7682ae9175da4d773982","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065242816362777},"components":{"alpha":1.0,"bonus":1.065242816362777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065242816362777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4974,"eligible_count":122,"excluded_count":18,"feature_sha256":"7094e689deac11f42d3349073545ef1fe752c907de03c5ce6729ae98a05d0717","formula_version":"titan-u-contract-v1","latency_ms":28.30791600000282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319094830294435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_505","prompt_sha256":"044382ae60304cc6b608b2f0b44b2e365006d97477ee42bd97c8b82a31f2328c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649655254103298},"components":{"alpha":1.0,"bonus":1.0649655254103298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649655254103298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4922,"eligible_count":122,"excluded_count":18,"feature_sha256":"970d55b9505b595681d8eb069e335573abef7e8e44d18373ce9399210d9a0255","formula_version":"titan-u-contract-v1","latency_ms":27.071250000005875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316321920769964,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_506","prompt_sha256":"fd0a9f805f1d5725e73ffe5467883880060f8d0f60690dfa3e2566c01b038e4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642403540789083},"components":{"alpha":1.0,"bonus":1.0642403540789083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642403540789083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d1b4a15a8fa529b2a25884a57c491742d4f3c5f11057f80a7c926700c56fa75","formula_version":"titan-u-contract-v1","latency_ms":25.52741700000638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309070207455748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_510","prompt_sha256":"52d2b9f8dbda43f86d92d3dbc84d7c4629196ec7ca10b621061a9685218aa333","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745383},"components":{"alpha":1.0,"bonus":1.0643421126745383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"e524cc1e2b6b30e62cfe0294d97d54a6df5f244981e0384021453c905dca1593","formula_version":"titan-u-contract-v1","latency_ms":27.37312499999689,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310087793412048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_513","prompt_sha256":"6dedccdb2a89f5281da9db7b4d29e63fa220790eaaad2e10ca24342f91e8aad4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815315},"components":{"alpha":1.0,"bonus":1.0639728761815315,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815315,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"e33d157f15c5a4b4256c3b1af2de57e21ac37a5918b9583e74a853011483c3de","formula_version":"titan-u-contract-v1","latency_ms":25.12154200000083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030639542848198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_524","prompt_sha256":"2ac6811274acacbd55880c47aa40016df0a158e03670bf40a17a39d46ceb69cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751066},"components":{"alpha":1.0,"bonus":1.0643883366751066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fd20bd0d66eefd2f8fa08ea817e03310ab0e7f015d3531a17167be8e4442d9d","formula_version":"titan-u-contract-v1","latency_ms":26.25491700000282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310550033417731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_530","prompt_sha256":"2926537841bd74e8065b144aa05f9ffbabe173707e4aca74cd5623d6e7b216a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396682},"components":{"alpha":1.0,"bonus":1.0645548365396682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4837,"eligible_count":122,"excluded_count":18,"feature_sha256":"f301978f9f8e7961dddabaee2e5c62487596bb2e39cc75c06168f1511939503f","formula_version":"titan-u-contract-v1","latency_ms":25.57341700000393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312215032063348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_534","prompt_sha256":"65262a76702ab86e37b69e1c7e9e75c8e473b7a169cda685de912ba6b9977aa2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff714e252307caa8be3da9757318791d26d5a3d34b55099bf5e7603d1ea61818","formula_version":"titan-u-contract-v1","latency_ms":28.29154100000153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_536","prompt_sha256":"5a4490d0303c4984bfb9c716fe9137274c1599c960c06e4422126143a9bfec68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642805081368352},"components":{"alpha":1.0,"bonus":1.0642805081368352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642805081368352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"67a7719ada8aabcb7f383e879022b343f1b19fe3266c0b507d0661954b07459c","formula_version":"titan-u-contract-v1","latency_ms":42.02854100000053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_543","prompt_sha256":"da9ef71fbff6f90fa1552e43336d87e5d60dcddfcaa29b772eb18b30a9e16077","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063952301562434},"components":{"alpha":1.0,"bonus":1.063952301562434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063952301562434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec37bb2d6d4489522c99aa4169e5d92d7863e808a5fb7265374930df4a222d28","formula_version":"titan-u-contract-v1","latency_ms":27.016416000002152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_591","prompt_sha256":"4fbcd953b28576ebd0ffa7ce836fb35a47aa77b9656c476f895b96d4e1917a06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644311274103175},"components":{"alpha":1.0,"bonus":1.0644311274103175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644311274103175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"4421dfd97f209ad8b9d03c9a52f7a13ba5433b6b8e9b284fa2fe8d07f721fd80","formula_version":"titan-u-contract-v1","latency_ms":26.86191699999796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031097794076984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_598","prompt_sha256":"af315a75d6bd0bcd064e0d7a3e172cc8c4a56d2e5d8a3f3373502757c21838c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064582092301951},"components":{"alpha":1.0,"bonus":1.064582092301951,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064582092301951,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa77ffa1a2836be745f89d4606a85d9e867645911df7c8a6473fa2cb22bcf419","formula_version":"titan-u-contract-v1","latency_ms":26.11999999999881,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312487589686177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_640","prompt_sha256":"77020a5f1d4fa6b1a152fd707c3a40f24fa0672d984e696a0a575a3b9da48ecd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063976330945618},"components":{"alpha":1.0,"bonus":1.063976330945618,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063976330945618,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"39a00dad4eadaad82c7e3f83d20e53617f565c6a51379f2b31609dea69d0dcd3","formula_version":"titan-u-contract-v1","latency_ms":23.690957999995987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306429976122846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_645","prompt_sha256":"13d75c19e2f58f6519c399dc4bb28ebb41fae04edb5ed72fe332604fe2dae15e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301716},"components":{"alpha":1.0,"bonus":1.0640907540301716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"23bcbaf5c7fcb0f9a1b3007ee8eefd616125a1cb96cfce7d164732537e0e6ae5","formula_version":"titan-u-contract-v1","latency_ms":22.831207999999492,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_662","prompt_sha256":"6913270734bce1ecff3c20626034ef7feff66623d697ecef574fa7eaf703c936","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889834},"components":{"alpha":1.0,"bonus":1.0640981546889834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"f00b9a89d9887611fd7ef12cada3f2e2990216ec4711321b6e4463d5302c98a8","formula_version":"titan-u-contract-v1","latency_ms":23.72083299999872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03076482135565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_670","prompt_sha256":"05652ada8d2c29a5a834e981a8fd7ffc7cf5661b19248b4a278bfbf4e13fab41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485673},"components":{"alpha":1.0,"bonus":1.0638406982485673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"3844444febc219429f63e0f971914157b15b961243f28b92a512e96faa813670","formula_version":"titan-u-contract-v1","latency_ms":23.180625000001953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_687","prompt_sha256":"d28dcb7bc1be85f3ddc266c4dbe392cb43c84783530a9aaf019fcdd3f4c34cf8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4790,"eligible_count":122,"excluded_count":18,"feature_sha256":"34af9f39ae8eba03abcff2607c51fc8ffc10503e1135735d8ac699ec499e8ebf","formula_version":"titan-u-contract-v1","latency_ms":26.995792000001018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_696","prompt_sha256":"58e2054b7a397d97e857814cd5f3260600ad67c184f31d440459ea6b97e64045","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"63e78cdd96ae68d6c198deba62fd8e6ba882dba14a9eb3bf998e86689b9762d3","formula_version":"titan-u-contract-v1","latency_ms":22.937417000001403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_716","prompt_sha256":"0c3461ea870af3edc3d45cf21589943e840a511d58857091015f43016efc8a97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490125},"components":{"alpha":1.0,"bonus":1.0639694287490125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"196ea8709c2caaea45bcda785cf5fe800fa1047d06f47837c7cc9ef0ae153dd0","formula_version":"titan-u-contract-v1","latency_ms":24.981083999996656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030636095415679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_726","prompt_sha256":"d05e8a074a58d306d52535f07c18bdb77c48d8ea711b814b12b664fe82e17d4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"760abab35227d8bfbe7d79513855cd8932a71ff423ab2b9a79052521fc158a24","formula_version":"titan-u-contract-v1","latency_ms":22.398333000005266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_113","prompt_sha256":"bf2b522352bb194124c71c5add6ae95b3fe062ce46be052c4c38d08a8a1dc72b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"f05ec106b885ae37f2c0cfdd1ef3b621d2e05abfc0fc521792384ebc4aaf12c6","formula_version":"titan-u-contract-v1","latency_ms":24.0020409999957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_592","prompt_sha256":"979e373a2f47e237a933a9208d66cfba3ff91815dd93470ca7930e2a6dd540cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664665},"components":{"alpha":1.0,"bonus":1.0643008598664665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4778,"eligible_count":122,"excluded_count":18,"feature_sha256":"3abb22db53ff6d84b18e44c7c929263eb06ecd770f3a8d61772bbc2c18f91fc5","formula_version":"titan-u-contract-v1","latency_ms":33.255457999999294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ArcMMLU_677","prompt_sha256":"c6eaf600939d4ea76739ffbd0733f7069a3a2523990beea5d94c058821533a50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721683672877593},"components":{"alpha":1.0,"bonus":1.0721683672877593,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721683672877593,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5853,"eligible_count":122,"excluded_count":18,"feature_sha256":"7673751c59e9d1d6553083d30d53f761200d6a8e85cbef35dd151f279416b1ce","formula_version":"titan-u-contract-v1","latency_ms":24.842167000002746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038835033954426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_67","prompt_sha256":"e11854bdc9861cf391fa9e5279c33ba9d7b4b25a56e2bcb20d4437227109245b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1007580094246419},"components":{"alpha":1.0,"bonus":1.1007580094246419,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1007580094246419,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7614,"eligible_count":122,"excluded_count":18,"feature_sha256":"9105171bed8e4894ba6051b48ae011b6374d1cb95775aa46f320705f8af9ee8c","formula_version":"titan-u-contract-v1","latency_ms":29.820833000002267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0674246760913084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_220","prompt_sha256":"22bdfc31a579d444b57a00391fc6deeea9c88dd89d3fa57a60ea70890c7630ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688505654440195},"components":{"alpha":1.0,"bonus":1.0688505654440195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688505654440195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5497,"eligible_count":122,"excluded_count":18,"feature_sha256":"2578fd0a1a1d222f96bb6bdd6121bcf0d09cdb9643907d6db2238c16e18392fb","formula_version":"titan-u-contract-v1","latency_ms":29.648000000001673,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035517232110686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_305","prompt_sha256":"bfa9c3d824c1be2359fe5a24c266275ccefb241a5c1504dd7b769cfe6ac8ef10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0947324480495222},"components":{"alpha":1.0,"bonus":1.0947324480495222,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0947324480495222,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7253,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f24b7cd70855f9c289d47a70cd72ed48aa65bd6e30b576afc2a1daafd5b55b5","formula_version":"titan-u-contract-v1","latency_ms":27.194957999995495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0613991147161888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_372","prompt_sha256":"f108d5f65dda1a86969c841b9b44619586cdef4091c90c978f0bdf3fb76bd4d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0823074633912952},"components":{"alpha":1.0,"bonus":1.0823074633912952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0823074633912952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6578,"eligible_count":122,"excluded_count":18,"feature_sha256":"23aa19fb5e9363e6286d07c2dbf849c84fca327aec2b7bfb1ed703e0ab593b4b","formula_version":"titan-u-contract-v1","latency_ms":24.44608300000084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0489741300579618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_8","prompt_sha256":"9b2e7cbf81b872f6a14478cd24ef707209d52b5be402e3561d4052692df350f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807347616321035},"components":{"alpha":1.0,"bonus":1.0807347616321035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807347616321035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6490,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec461c3dfbad737a5441fc47b3ff3c529badee061f2b76c58812230cdbe85631","formula_version":"titan-u-contract-v1","latency_ms":23.59933400000358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04740142829877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_310","prompt_sha256":"ae2b1ed04fee1c50afa780fa3112968603727cf872bc218cb93e340d48f4bc7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680940969783514},"components":{"alpha":1.0,"bonus":1.0680940969783514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680940969783514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5487,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc66a9bb3538efbcf9e2fefb7c93544508f4742ca17ea090df5056b3f9eff6df","formula_version":"titan-u-contract-v1","latency_ms":24.504041000000143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034760763645018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_496","prompt_sha256":"e94404ac6a9279e83ec2f50e906b937d3d08d8410346f0cd8c7d6fbbbffce304","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672123478073612},"components":{"alpha":1.0,"bonus":1.0672123478073612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672123478073612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5305,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf0875ffe9ee4cfa0b76f8c0a4d1b34857ebb0eb2f03735ddb4d9e8a312fb0a8","formula_version":"titan-u-contract-v1","latency_ms":30.817624999997406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338790144740277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_492","prompt_sha256":"80100845916e94c95b74dbbe5735c0da95a9ca187a6c754398f69bd312b30027","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078064096105839},"components":{"alpha":1.0,"bonus":1.078064096105839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078064096105839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6339,"eligible_count":122,"excluded_count":18,"feature_sha256":"56cdcdb0a69bb64fbb9c87372725882bd8b2d91adc20d2d4aeacedc0fc5fcc9c","formula_version":"titan-u-contract-v1","latency_ms":27.511542000006273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447307627725055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_439","prompt_sha256":"9254bf41236994d8bad01b69926c3db16464e34c718edcf11c3ed2ab8b829c19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795792149027321},"components":{"alpha":1.0,"bonus":1.0795792149027321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795792149027321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6472,"eligible_count":122,"excluded_count":18,"feature_sha256":"00f19e3b4a153ce3f2994b1f98ac75830e3b9aa6ac1caa1190d296c98dffb984","formula_version":"titan-u-contract-v1","latency_ms":28.14804099999435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0462458815693987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_236","prompt_sha256":"b01fe7bf043c4c887df44c1ffe83155ba27139f2bc46200630f33fe2ff63c1ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068439282317905},"components":{"alpha":1.0,"bonus":1.068439282317905,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068439282317905,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5463,"eligible_count":122,"excluded_count":18,"feature_sha256":"33b56f623e6dadff4280dd7bc511951b452c3ccc5594db143cdc96bdc5f19bb9","formula_version":"titan-u-contract-v1","latency_ms":26.280999999997334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351059489845715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_475","prompt_sha256":"7198db28e9c00f7098e3e4e8e7ddedce7cacd62635075e86da3f4dc4da601423","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795178466565523},"components":{"alpha":1.0,"bonus":1.0795178466565523,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795178466565523,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6360,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa9785c28a810a9fecfcae7662f4879b9652b36cb7aaa30fb6ec9adc0489dd43","formula_version":"titan-u-contract-v1","latency_ms":26.574249999995914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461845133232188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_21","prompt_sha256":"4e7f848b1c42ff9d31c68e1697b2edaff48d219ae9a631e320efdc78483caef8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1146095483677234},"components":{"alpha":1.0,"bonus":1.1146095483677234,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1146095483677234,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8168,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae4a5215fc3a5dff94f5ad9d6ac75a148533419a8ba9f5fc019eea7f2e89019b","formula_version":"titan-u-contract-v1","latency_ms":33.34274999999565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.08127621503439,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_224","prompt_sha256":"b53e137da122f4bc575cc75091e41b61ceecf7f54f749210e4942b38e909b144","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757302207396144},"components":{"alpha":1.0,"bonus":1.0757302207396144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757302207396144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6188,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecec1834c4c85c73314bab3b1c90f5cf50ee2f205cf1d3fdfe61958c211fcfab","formula_version":"titan-u-contract-v1","latency_ms":34.80049999999579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042396887406281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_253","prompt_sha256":"57bc5022a281a317265973b08b5eda63d8bc81d2cb0f5a406cda1c43b6d1905f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0887720147028028},"components":{"alpha":1.0,"bonus":1.0887720147028028,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0887720147028028,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7034,"eligible_count":122,"excluded_count":18,"feature_sha256":"4574ddadd0f234be213ba036a1371d2cd368023695614fcc845542d9a85a3c3e","formula_version":"titan-u-contract-v1","latency_ms":30.732249999999794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0554386813694694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_3","prompt_sha256":"591c67c6a69cd392d39b7fc37570847760dd2514cb2cfd61a123377e232b49ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684480604187083},"components":{"alpha":1.0,"bonus":1.0684480604187083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684480604187083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5494,"eligible_count":122,"excluded_count":18,"feature_sha256":"2222c623413b28bfb75bfb16b0ced9745a7b24830d24cac02061ea3438ae1799","formula_version":"titan-u-contract-v1","latency_ms":31.158208999997328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351147270853749,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_505","prompt_sha256":"7f0085c70ff926e53a6d31748412a626181672f325d8ac6c6b93c50157928aab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695346571348212},"components":{"alpha":1.0,"bonus":1.0695346571348212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695346571348212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5553,"eligible_count":122,"excluded_count":18,"feature_sha256":"222a700fd5e39842c637e2c1c2c74468ca29e589f3d9c25a68883733e26badb2","formula_version":"titan-u-contract-v1","latency_ms":37.85587499999821,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362013238014878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_51","prompt_sha256":"783542883f9ca55fbb42fbe605fb5bfd66acd6a7f2abca6c57c5aa1df9f2351d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0889629384189343},"components":{"alpha":1.0,"bonus":1.0889629384189343,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0889629384189343,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6957,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec6acc0065b59613038416022726e245adf04ceb65ce53ed31308312739f8201","formula_version":"titan-u-contract-v1","latency_ms":33.709915999999396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0556296050856009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_436","prompt_sha256":"6d7bb7f761730f16072006a51024e5b89b16e3a93ac3863d0e3391fc00a38745","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650910502452358},"components":{"alpha":1.0,"bonus":1.0650910502452358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650910502452358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0e39a682ffa49f36dd933260e86af66593988ca44f50ebfaa1d28b8c0f82e5c","formula_version":"titan-u-contract-v1","latency_ms":25.16341699999458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317577169119023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_488","prompt_sha256":"f30e9d087abf94f6a8ccbf5e0440eb5ada0623c488f24c7745a3b7c18197e889","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683432010887235},"components":{"alpha":1.0,"bonus":1.0683432010887235,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683432010887235,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5458,"eligible_count":122,"excluded_count":18,"feature_sha256":"d656c5edc8a0f1933bb3d9bbad1d85c43b7b699f1f648f840f886dce2b93f033","formula_version":"titan-u-contract-v1","latency_ms":24.419375000000798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03500986775539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_180","prompt_sha256":"3bef79aeade764de4144cdd9eecddbe2a42faf30c3fab5db746ef196e52e17ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728198277495151},"components":{"alpha":1.0,"bonus":1.0728198277495151,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728198277495151,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5884,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a2a280cd5122fe3467abc10e77f87f20e9493befd0b27dbd03ba9a291fbc709","formula_version":"titan-u-contract-v1","latency_ms":25.104624999997327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394864944161817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_29","prompt_sha256":"e927c783aa555dc2161404991e41a5834ef2059d32ccb2ecc5e89f3c609cd8b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702877278155158},"components":{"alpha":1.0,"bonus":1.0702877278155158,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702877278155158,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5665,"eligible_count":122,"excluded_count":18,"feature_sha256":"10207ccd5b3257b36887976bf843619e2697f2f29f46fb9336228300f1d0e1bc","formula_version":"titan-u-contract-v1","latency_ms":25.851582999997902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369543944821824,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_22","prompt_sha256":"a6ebadb16b64f8cbbf569536379b6eab029b984cd418eccc1219c20aef232d13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664723537204328},"components":{"alpha":1.0,"bonus":1.0664723537204328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664723537204328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5194,"eligible_count":122,"excluded_count":18,"feature_sha256":"2336463894455725f3f92aa753ecb059433f39dab407acb73cbb6070b3e2b77a","formula_version":"titan-u-contract-v1","latency_ms":24.901624999998262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331390203870994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_351","prompt_sha256":"03dcfeab5d939899dd77fe3d2871579e79cedad81cf4ba38c51f0bd2d4460331","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079456590720535},"components":{"alpha":1.0,"bonus":1.079456590720535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079456590720535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6415,"eligible_count":122,"excluded_count":18,"feature_sha256":"947e60dd00cff3211a156dbd1ea78af6cb57d4e1f97e4fd54c261aa26f6bd0cb","formula_version":"titan-u-contract-v1","latency_ms":27.843375000003334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461232573872015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_315","prompt_sha256":"43c8afafed1f15e3b81afb66e7a89bfd9c68429c4bdd014206ee9964a36f7839","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8487,"eligible_count":122,"excluded_count":18,"feature_sha256":"19b8bd4faeb1b5ac63de1397d16d8b27b52204755a64763555875faac75bec24","formula_version":"titan-u-contract-v1","latency_ms":26.811125000001823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_263","prompt_sha256":"e5fe51d4679aa7606a307b2ebe2c58315c51d76c651b4fa0c8e83bf1314022cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0815859340859144},"components":{"alpha":1.0,"bonus":1.0815859340859144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0815859340859144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6581,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b40b57c8daa05a321af27d6ffa2a9b179d42bf89854c1129139a32bea9fe17e","formula_version":"titan-u-contract-v1","latency_ms":24.85966699999409,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048252600752581,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_325","prompt_sha256":"3fa6910607bbaac76119b19e182c0cd0443a87c01e78e05c3c4ce1b30544d0d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0905149156476495},"components":{"alpha":1.0,"bonus":1.0905149156476495,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0905149156476495,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7049,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7626c6c6107ecfe1b6aae8145e22ee6b0ab3d8f11e52521d053eae433c44615","formula_version":"titan-u-contract-v1","latency_ms":25.865834000001087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.057181582314316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_204","prompt_sha256":"87121dc5796f1fdcd8a6f5008942d9ef7da18f69c12852aabb5b205b1522cb68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719411459182355},"components":{"alpha":1.0,"bonus":1.0719411459182355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719411459182355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5820,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ac0e30a28a8aec8ed203cab23c15880cd780b19bd73be4ffcaee2fa5705afa1","formula_version":"titan-u-contract-v1","latency_ms":26.620582999996145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038607812584902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_412","prompt_sha256":"8a15f4ad5bf313db9c0cb1ad4759bf6cb8301b8fadc2c4d56e031d2b65aef09c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.112350414803042},"components":{"alpha":1.0,"bonus":1.112350414803042,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.112350414803042,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8052,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f3c89bfa208d90251dd6860371a51dd247941da471bc3f33369c416001377a6","formula_version":"titan-u-contract-v1","latency_ms":27.918416999995088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0790170814697086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_262","prompt_sha256":"e3709ee3f17a5d8469081b79b1729a357a6078b6f2c5161982ea9f9c49391def","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0758923948576362},"components":{"alpha":1.0,"bonus":1.0758923948576362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0758923948576362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6170,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1b39cc7415c8626df63db5448eed2dc712baa7f422d9398356273b551f5d12d","formula_version":"titan-u-contract-v1","latency_ms":26.099792000003674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425590615243028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_433","prompt_sha256":"fa2c5fef960617fe8996693e97bde670f98dee1f07b06141e2c08c70e4013e81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1034355582679036},"components":{"alpha":1.0,"bonus":1.1034355582679036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1034355582679036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7794,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c888e4e7b3fe69b73ae202250a4b978fa4c0014d04b64bd9e8f5cd2e75dca0a","formula_version":"titan-u-contract-v1","latency_ms":32.10495799999791,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0701022249345702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_292","prompt_sha256":"99bb18c806980a9892429f40e1e2bac55a7d838c6e93206945efe01bde55dec2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684920595165879},"components":{"alpha":1.0,"bonus":1.0684920595165879,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684920595165879,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5472,"eligible_count":122,"excluded_count":18,"feature_sha256":"48433eda4400ecdf5439df135f857d3140c6fc8e973c713a2a4a0425589fea1b","formula_version":"titan-u-contract-v1","latency_ms":27.58437499999644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351587261832544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_347","prompt_sha256":"9fe23a4cf410be7c7108b00329d99214af0742db7c5f9d26c4dc6d6835ebe25e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0894818471697911},"components":{"alpha":1.0,"bonus":1.0894818471697911,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0894818471697911,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7000,"eligible_count":122,"excluded_count":18,"feature_sha256":"05d805517dcd572e1e15a7e18e7a24e8809540d49c55230633dedd49f071547b","formula_version":"titan-u-contract-v1","latency_ms":31.157000000000323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0561485138364577,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_399","prompt_sha256":"4e415278c14a59b0df3e843b26b9924cada780691cb46755902b5db496031769","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1095806112277287},"components":{"alpha":1.0,"bonus":1.1095806112277287,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1095806112277287,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7836,"eligible_count":122,"excluded_count":18,"feature_sha256":"1221c6ad0b5fd3f6fe81b5219fe9efefcd5f546be36e02da6050180d7d6d1aa2","formula_version":"titan-u-contract-v1","latency_ms":26.076250000002688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0762472778943952,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_146","prompt_sha256":"e5723876db41681f9de8110e9c4ca12ccd6c5dc7321659fa5939256839dbc958","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0791065495642678},"components":{"alpha":1.0,"bonus":1.0791065495642678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0791065495642678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6426,"eligible_count":122,"excluded_count":18,"feature_sha256":"d72a6f8a218bf331e60b77bd71c7d4f3bc80a124a94cb048dd113cb362a1f4a0","formula_version":"titan-u-contract-v1","latency_ms":24.999624999999526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0457732162309343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_374","prompt_sha256":"6ae7cf43b70685bbd57f086391891cbb8e7a590d19bbef2108a7246c673ee2d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723175981256674},"components":{"alpha":1.0,"bonus":1.0723175981256674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723175981256674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5835,"eligible_count":122,"excluded_count":18,"feature_sha256":"55e7e24a5d8052a816ee8c935291dc18fddcf94ba6450365a1b884cd8b10cb9f","formula_version":"titan-u-contract-v1","latency_ms":23.75029200000256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038984264792334,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_35","prompt_sha256":"ce6576f16998bde1684f3d21e2bf5ad81588256d111f98634dbbeac75b8a0959","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068777938231324},"components":{"alpha":1.0,"bonus":1.068777938231324,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068777938231324,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5483,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fa8d071c86eee41169674743c70df819d4319c227afcc6537aa19d5b6cf7590","formula_version":"titan-u-contract-v1","latency_ms":27.40925000000516,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354446048979906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_500","prompt_sha256":"ba4c7e855a00446686bd47df65e7edb7321900da1df0d15e53c32507f099ded1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07209989987524},"components":{"alpha":1.0,"bonus":1.07209989987524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07209989987524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5804,"eligible_count":122,"excluded_count":18,"feature_sha256":"a404675d6136e50ca69767265cefebe640a0deea783433d9a2d6c23770294dc9","formula_version":"titan-u-contract-v1","latency_ms":33.52929199999721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387665665419066,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_38","prompt_sha256":"b8fd888181e646c8672f348e661ab343e2bcc1dc0cbc5655080ec8f41af2c8a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072202697720911},"components":{"alpha":1.0,"bonus":1.072202697720911,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072202697720911,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5827,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9d25cc2d400017a6584964f9bb9af14d31c44937664742d81647b657211ee9a","formula_version":"titan-u-contract-v1","latency_ms":32.008874999995385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388693643875775,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_90","prompt_sha256":"c99bbdbca4e8d49771d7b5feb5f24b51036da91359332d16ec41d3a4acf391ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678180476150894},"components":{"alpha":1.0,"bonus":1.0678180476150894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678180476150894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5472,"eligible_count":122,"excluded_count":18,"feature_sha256":"6425ac9f00c7af71104fefb7d53a7bb953becbd14692f3e5c5396802425d30cc","formula_version":"titan-u-contract-v1","latency_ms":27.791667000002462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034484714281756,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_497","prompt_sha256":"772197491ece0694ae7a83c449ab9d825acead1ceca9eb50ea4ac6ff15934883","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0799497818185806},"components":{"alpha":1.0,"bonus":1.0799497818185806,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0799497818185806,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6443,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8c26a9101c9ba66143c26a83169b6a2ccbd06dc284f31e8903c86994134540b","formula_version":"titan-u-contract-v1","latency_ms":27.671958000006214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0466164484852472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_298","prompt_sha256":"ce431d041d4e7737285e0869fc7eef3099c1df00b0ff7ef42c733939eb7cb1b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693909481569401},"components":{"alpha":1.0,"bonus":1.0693909481569401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693909481569401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5546,"eligible_count":122,"excluded_count":18,"feature_sha256":"40fa9e624975b14594e80d3530f8fe9e069cf6a34d265c23b9e455b65f6740c5","formula_version":"titan-u-contract-v1","latency_ms":34.75070799999713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360576148236067,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_68","prompt_sha256":"e14f9c39248a5300220ab21815826c031c6f39b6707f76915585a4357f9a4305","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.089772281258796},"components":{"alpha":1.0,"bonus":1.089772281258796,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.089772281258796,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7009,"eligible_count":122,"excluded_count":18,"feature_sha256":"e72349880e8426b9e939a0145011ddc949a363fa515b21e892a161d74aa507b8","formula_version":"titan-u-contract-v1","latency_ms":38.686750000003656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0564389479254626,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_443","prompt_sha256":"2486ad7cd9ad831479d94ecb24cde4e6202cd52ff3ca0daf25dd8d11bf2ef408","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723984545459304},"components":{"alpha":1.0,"bonus":1.0723984545459304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723984545459304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5836,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cf0801b3462c09edd1f25b82cfe867c5d9db404a96e8cdcd07e01e820c5b226","formula_version":"titan-u-contract-v1","latency_ms":35.35520799999858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039065121212597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_89","prompt_sha256":"8fb9c9bad6ac66a09a36f10fe17e57011c44d4c63af75cbe4dbd5a7c000d7bbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742026257880772},"components":{"alpha":1.0,"bonus":1.0742026257880772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742026257880772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6070,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d37da1fecdedc65c4393734eb847a3dd405f37af6143fa7ced268ff2282ad5a","formula_version":"titan-u-contract-v1","latency_ms":28.40520799999524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408692924547438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_63","prompt_sha256":"9e35e8637f3924106aeeb0f3f121d509bf93d15bcc526f561d2e7009c1237650","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090318531439322},"components":{"alpha":1.0,"bonus":1.090318531439322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090318531439322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7099,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb3759f6d3c1ea1e1abf82f79eb689e0d5c6a2f4ceec0638a6810890f66747f8","formula_version":"titan-u-contract-v1","latency_ms":33.92791699999975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0569851981059886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_215","prompt_sha256":"0c340092bfd5a428e5fd4c1f17535431d46e3c353d467e4d8d4f90a29e044749","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0768025911523895},"components":{"alpha":1.0,"bonus":1.0768025911523895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0768025911523895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6276,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f19347fb772515d67233c93c421fc2f334fb855b4baa651ee34080d92b0cef8","formula_version":"titan-u-contract-v1","latency_ms":24.786125000005654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043469257819056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_206","prompt_sha256":"c14e03d5eeb535303cef5c0d7529653fe118b0e25582f449f4f92c11d5e8e284","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695442954828942},"components":{"alpha":1.0,"bonus":1.0695442954828942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695442954828942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5621,"eligible_count":122,"excluded_count":18,"feature_sha256":"453d757475b51cf9b27287839de29805a891b0449797ddd367b1a7ecf788fb26","formula_version":"titan-u-contract-v1","latency_ms":24.004791000002967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362109621495608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_66","prompt_sha256":"aa14f21e4ff46de55fc874dec6bb38d8df0295336de64b5688c09e21e6640851","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691270387563865},"components":{"alpha":1.0,"bonus":1.0691270387563865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691270387563865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5529,"eligible_count":122,"excluded_count":18,"feature_sha256":"be6df3868e54043c6c7895323d5e64ea9b85a16597c3bbc040e6bd6be194fdc7","formula_version":"titan-u-contract-v1","latency_ms":24.484667000002958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035793705423053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_13","prompt_sha256":"49789458821483e39c1e2d444a44859ef120f8416a130b4b482a6b01402e34a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0838768524375821},"components":{"alpha":1.0,"bonus":1.0838768524375821,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0838768524375821,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6724,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa2206c5bc55262f511be807ed0263b47c518ff38e55c9661ef7176e5c0b5cfb","formula_version":"titan-u-contract-v1","latency_ms":24.584167000000434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0505435191042487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_210","prompt_sha256":"16ad27f1299f14cef4fec823de845ffcc3237266175d7a09109a44996733d599","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8470,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6d61989c110d235bf1251e21fafb98a7880c3728bb22b04e716cc2a5104767e","formula_version":"titan-u-contract-v1","latency_ms":36.52204200000142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_394","prompt_sha256":"409cc1b0f2f24d39d5ab1f7fe58abc7500302a638ed39b6ac1dbb7846ad306a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067128155377789},"components":{"alpha":1.0,"bonus":1.067128155377789,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067128155377789,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5321,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bae79685cafbf521cd4ff4aa028fd9b5cae001787820a7ecfe4909983d35a5a","formula_version":"titan-u-contract-v1","latency_ms":27.33366599999698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337948220444555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_507","prompt_sha256":"ca9aa365950a62f9d93c020ab4f962169629806397f5bb27b9626e4a9d3b57b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0782403525246587},"components":{"alpha":1.0,"bonus":1.0782403525246587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0782403525246587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6336,"eligible_count":122,"excluded_count":18,"feature_sha256":"7315452059262ddee0c835fb1e3417e1445344d1925458df8e1204e5a4861a05","formula_version":"titan-u-contract-v1","latency_ms":31.765083000003358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449070191913252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_267","prompt_sha256":"100cdd56ca23920549d088b5d3d5c543390eab2dbd7eb23360e21e0c154c9218","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769996264217088},"components":{"alpha":1.0,"bonus":1.0769996264217088,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769996264217088,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6262,"eligible_count":122,"excluded_count":18,"feature_sha256":"63654bd02c5d3dfabfd520d0669c506f9cce98f0803dd925f23a857ee6d19aee","formula_version":"titan-u-contract-v1","latency_ms":45.91179200000539,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0436662930883753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_308","prompt_sha256":"8b6736ecb9a6927409f95f5352c7f6f69c5d6cb9bab7af10c536bc6e07edf147","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0852039122902202},"components":{"alpha":1.0,"bonus":1.0852039122902202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0852039122902202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6819,"eligible_count":122,"excluded_count":18,"feature_sha256":"85a501ce59a5f99b53fb6b3c7902309c51d35c0cc7adbd17342ef5f3e0b2a869","formula_version":"titan-u-contract-v1","latency_ms":44.691958000001364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0518705789568867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_419","prompt_sha256":"08db84b263ca0fd68a73a805ab75bbd4b66dd5bed2a04650599ce81136a9b76f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742659157827266},"components":{"alpha":1.0,"bonus":1.0742659157827266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742659157827266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6047,"eligible_count":122,"excluded_count":18,"feature_sha256":"92ad7eabd64331c441b007fe0410ecfce26904e3d67722b0056c8daca8c08141","formula_version":"titan-u-contract-v1","latency_ms":49.38654200000059,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409325824493931,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_376","prompt_sha256":"53d3d8af8a2cf116bc4d47c50f20036752eb0d1ec8023752403ddbac1ac12477","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073604108249405},"components":{"alpha":1.0,"bonus":1.073604108249405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073604108249405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5967,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6e26e0a33b71ee9a06d92bafa7bc12c5e322fcd26abecbb6ecedf38997ee075","formula_version":"titan-u-contract-v1","latency_ms":34.756583000003616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0402707749160716,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_358","prompt_sha256":"72b968e6745c1fdc1c68491e3263a7853be5c625c90f6a1aaf3595820bc219d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079872247218392},"components":{"alpha":1.0,"bonus":1.079872247218392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079872247218392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6415,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e1c5a8df221e4041d24ede6857b09cef8b4ebd2ab256160bbc537e20373fc7e","formula_version":"titan-u-contract-v1","latency_ms":27.510374999998533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0465389138850585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_205","prompt_sha256":"8692c18e9c6b1cb6c6ddcf2b92bf5a95503583007c854ff6d310b94a8d217b04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710395395654166},"components":{"alpha":1.0,"bonus":1.0710395395654166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710395395654166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5705,"eligible_count":122,"excluded_count":18,"feature_sha256":"b31a238b626b536a6441fba377e23384f7f97101237d72b73ea55418fbfa98f6","formula_version":"titan-u-contract-v1","latency_ms":42.46912500000377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377062062320832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_471","prompt_sha256":"f6c32accf82429ca689287ddf5f0089e1e9e0f845b604f72b68f828a44e3bd88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0794718941744152},"components":{"alpha":1.0,"bonus":1.0794718941744152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0794718941744152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6399,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec5a602c49fd5313a28bb6012b8fcc69eadba9977048a7350e47f57fbed4781d","formula_version":"titan-u-contract-v1","latency_ms":42.84783300000328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461385608410818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_440","prompt_sha256":"372ca7af45652c4d6ca1adc454ac925ade36a4371567f8ad597896da9680627b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0935835730523753},"components":{"alpha":1.0,"bonus":1.0935835730523753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0935835730523753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7212,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbf08e6e2e03454c8ef5a979f1c82daf889d07e43cd5e1cc84b332b3accb91fe","formula_version":"titan-u-contract-v1","latency_ms":73.65162500000366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0602502397190419,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_276","prompt_sha256":"1265b48c3780718c629cf8cb25b57f9f1ee3c0bb9863a74c710ba46837b7e0ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067735955333761},"components":{"alpha":1.0,"bonus":1.067735955333761,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067735955333761,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5374,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ec879f67642cc6bf39c813c93b79c6b9070b52d0a393940ba53030973b0c8bc","formula_version":"titan-u-contract-v1","latency_ms":30.773791999997968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344026220004277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_23","prompt_sha256":"895c166f3bfe48d9ad268e233a8758c2647bca171887f693bd31713885740a35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0815047965681892},"components":{"alpha":1.0,"bonus":1.0815047965681892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0815047965681892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6538,"eligible_count":122,"excluded_count":18,"feature_sha256":"0af1c48be755240bca02e3e80afff69b50aa7d1426fea1d51fe00b75ce6dc39a","formula_version":"titan-u-contract-v1","latency_ms":24.039750000000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0481714632348558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_447","prompt_sha256":"0d1b51dcedd44f99bd8fea1dc431018f0c34720a58b2cb61c8c17e33caeb548d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068128093910089},"components":{"alpha":1.0,"bonus":1.068128093910089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068128093910089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5398,"eligible_count":122,"excluded_count":18,"feature_sha256":"f54e9c69c1469d8cc685386d8b347096ac5fca3d8e7aefdb9b14be73a768b36f","formula_version":"titan-u-contract-v1","latency_ms":22.653290999997466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347947605767556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_166","prompt_sha256":"ac3a2032dee7cad65f6fd4503776f7882ae39036d9649e5218020440be66ebe5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696605185758705},"components":{"alpha":1.0,"bonus":1.0696605185758705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696605185758705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5569,"eligible_count":122,"excluded_count":18,"feature_sha256":"55adc8f5b62291e6ce45d62e41e7bd24f0dba4758de9bb4422ee02215efbf8ec","formula_version":"titan-u-contract-v1","latency_ms":28.49258299999491,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036327185242537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_94","prompt_sha256":"8f37ac5136a7dd27ffdba3f521e50aa80cdb147918ef2234c54e61d67bc6a719","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648791598111027},"components":{"alpha":1.0,"bonus":1.0648791598111027,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648791598111027,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"0063516a16edf68e47a011b694e96ee11402e7f26febdef3ced45ecc0495a98e","formula_version":"titan-u-contract-v1","latency_ms":23.728167000001577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315458264777693,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_465","prompt_sha256":"6baaff301c4cef8716ef26e02ad5600068f90007c89b3c4b0dc602d7763722f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703387314303823},"components":{"alpha":1.0,"bonus":1.0703387314303823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703387314303823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5649,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bde3b2e348207a03c0f26beebbca9a71b3983c9a932469ca0bb8cd63fa8cf11","formula_version":"titan-u-contract-v1","latency_ms":25.211957999999868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370053980970488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_152","prompt_sha256":"b3c7db5ebd6d1b4bc9b076a73efc51389c9255e7072029bffe47243b2d85cd42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696605185758705},"components":{"alpha":1.0,"bonus":1.0696605185758705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696605185758705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5608,"eligible_count":122,"excluded_count":18,"feature_sha256":"54040b07e89c25d9b2925f0465233a8de8c0c77f5793a749f6509251313f8a27","formula_version":"titan-u-contract-v1","latency_ms":26.032333999999935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036327185242537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_337","prompt_sha256":"b7579a311bd09c946f0bd52c5db420568690dd535c4801c3f9ccd19e36570e0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077013753394078},"components":{"alpha":1.0,"bonus":1.077013753394078,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077013753394078,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6225,"eligible_count":122,"excluded_count":18,"feature_sha256":"67aacb1599c0f74c97bdc3eb66238b918e1829e1a50d053e438a3baea5217702","formula_version":"titan-u-contract-v1","latency_ms":23.425165999995556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0436804200607446,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_365","prompt_sha256":"eda01dae2b594767bec1a9465c12e3a8c40f8f5bb253a61c40beae3fb87d9474","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0865343989032286},"components":{"alpha":1.0,"bonus":1.0865343989032286,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0865343989032286,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6879,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb48efffb07b244d78799da7dd6101abf88ea8b375051bbd506e037c53ced7fe","formula_version":"titan-u-contract-v1","latency_ms":28.311332999997774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0532010655698951,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_247","prompt_sha256":"1c201a18ac5614a0db8d1f428b32b69860ce45e5614d9b8e716d0139acc64bb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0783288611608706},"components":{"alpha":1.0,"bonus":1.0783288611608706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0783288611608706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6314,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3ddf19f3a5c40c863733660b14ff636c76380c913da5038ba1b5a2a047f5433","formula_version":"titan-u-contract-v1","latency_ms":25.048250000004657,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449955278275371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_243","prompt_sha256":"97beb33c0fa3d1807d423fba1595c7a9198b39e35bf11a024e89d64f99a323e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656775426929106},"components":{"alpha":1.0,"bonus":1.0656775426929106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656775426929106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5081,"eligible_count":122,"excluded_count":18,"feature_sha256":"61d36d143c686bdd42faf1656b2b3e008ae98774336a911b04262fe38f14e3f6","formula_version":"titan-u-contract-v1","latency_ms":32.54341699999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323442093595772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_461","prompt_sha256":"c892f896c63744a1b978211af2a3cffe23b00ce5e6ede8cdc8913f448663e3de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777435955794403},"components":{"alpha":1.0,"bonus":1.0777435955794403,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777435955794403,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6357,"eligible_count":122,"excluded_count":18,"feature_sha256":"e656617239f5a720542f2b53e8ce9e6cfcaf4f0c6d0263b953a0a7baf802e0f5","formula_version":"titan-u-contract-v1","latency_ms":30.89570800000274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044410262246107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_242","prompt_sha256":"08bda40c4a4adaf6d7f3f4a8e7abccd178180d00cc5a0978304880ac07ab2f67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08319447988346},"components":{"alpha":1.0,"bonus":1.08319447988346,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08319447988346,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6673,"eligible_count":122,"excluded_count":18,"feature_sha256":"130500ba39ba095b6cfd1eb3cfaa23900d4db80e8e98e1f0a6d0d3159dcd4086","formula_version":"titan-u-contract-v1","latency_ms":23.877666000004183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0498611465501266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_200","prompt_sha256":"09f8e098f9ce84ddbcecb4e12ed973cf723873d8866e3704829fe1b8fc9c58d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648342924194827},"components":{"alpha":1.0,"bonus":1.0648342924194827,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648342924194827,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0dd6bb2bc6cdcf7a8938708c201336882224990eeac1bf0cc77769b423ea448","formula_version":"titan-u-contract-v1","latency_ms":22.394417000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315009590861492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_469","prompt_sha256":"29e6097dbf4997eccca235d16532944e307995b70fcf6bf3f7c1fcf8a560954a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068932824274987},"components":{"alpha":1.0,"bonus":1.068932824274987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068932824274987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5522,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6f3977eed159b79942aab2523bce93d3e1980e330107f36119032f4a9db87a0","formula_version":"titan-u-contract-v1","latency_ms":24.5243749999986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355994909416535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_172","prompt_sha256":"89722803ca4829944e0205ea885123d0a794f590eecfb8212605641dcdb775ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0739262660909268},"components":{"alpha":1.0,"bonus":1.0739262660909268,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0739262660909268,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6000,"eligible_count":122,"excluded_count":18,"feature_sha256":"d97908dfff83cd700b290af21595886ea4edd45979f8c1f04853dabd067dc086","formula_version":"titan-u-contract-v1","latency_ms":28.377499999997724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405929327575933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_320","prompt_sha256":"77d7bc583b81c23cb0f11561a28dea6eac0fa38ad8aa961aa01566d637d1aa6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065575405737436},"components":{"alpha":1.0,"bonus":1.065575405737436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065575405737436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5038,"eligible_count":122,"excluded_count":18,"feature_sha256":"46473ebcb823f1ffd9298adf32770dc4ed6d727990c613608317ee21d6a0bc70","formula_version":"titan-u-contract-v1","latency_ms":23.271416999996575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322420724041026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_132","prompt_sha256":"ad3c49b75bee23dd2556a6ece9314f0763e42d23714e85e3c53b13092155af52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8454,"eligible_count":122,"excluded_count":18,"feature_sha256":"69ce4da2983a2beb0d30e58e059d292a0a921213d7d73a959ec5dc704e7e946f","formula_version":"titan-u-contract-v1","latency_ms":28.489042000003906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_368","prompt_sha256":"56178e5551d963f7815876a44fa006a17ee103ede2f18f27f72b21876b191ff2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678676511218512},"components":{"alpha":1.0,"bonus":1.0678676511218512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678676511218512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5388,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd4e5377b689409be446a3c9ba530705d78f34a96c57d3b6209b7dc5deebb863","formula_version":"titan-u-contract-v1","latency_ms":22.629709000000275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345343177885178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_370","prompt_sha256":"5e0a9a544f43edd9a489879a19cc4ca38da92b92366a24f1981e8350004ea2ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720885137198328},"components":{"alpha":1.0,"bonus":1.0720885137198328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720885137198328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5807,"eligible_count":122,"excluded_count":18,"feature_sha256":"483529e74eb9867802bdfbba4d0e7338725fc227ce46bb8000275bfa06aeda8d","formula_version":"titan-u-contract-v1","latency_ms":25.011040999999068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387551803864994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_182","prompt_sha256":"05dc30885d56262aa0479f159c31bf7ae7074196be07a5672b047c726228260c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698269464322254},"components":{"alpha":1.0,"bonus":1.0698269464322254,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698269464322254,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5621,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eed4e97e5f34f3348cac9a47e8edcf8e0d5f1237b6b0d2220929e2a88fcc7c7","formula_version":"titan-u-contract-v1","latency_ms":27.067625000000817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036493613098892,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_493","prompt_sha256":"40404631242b4ec6210f173574aa2199dc37b23fba72e2011e8b2bc73bdfc084","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0837566356486588},"components":{"alpha":1.0,"bonus":1.0837566356486588,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0837566356486588,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6654,"eligible_count":122,"excluded_count":18,"feature_sha256":"97c9cd9eaba5bab952ed64365564fde9c23b48bd99a2d9f5124a779a3939726d","formula_version":"titan-u-contract-v1","latency_ms":26.738124999994284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0504233023153253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_425","prompt_sha256":"68c67e52a019b3e04d457811c844453f5e38d5f1ebdc016aebb5a7663887e9b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730339907535549},"components":{"alpha":1.0,"bonus":1.0730339907535549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730339907535549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5887,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a7e619c08aee3f18d6ee9b39d7ad894ac070688f99df502914a2ffb7438e884","formula_version":"titan-u-contract-v1","latency_ms":24.828875000004302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397006574202214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_46","prompt_sha256":"fa42a5ea24a80cc7ffd56289aa7ad9d27c5d9d6a06493f1ab0c634f809dcb5e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684656383396238},"components":{"alpha":1.0,"bonus":1.0684656383396238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684656383396238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5453,"eligible_count":122,"excluded_count":18,"feature_sha256":"743ec045e9bf061dc4981223d607c9269f7af0b5f38f09a67767a14dc42c424d","formula_version":"titan-u-contract-v1","latency_ms":25.462333000000115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351323050062904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_91","prompt_sha256":"03cf9711cafc0dbb0fe1dcd8ebcef414f47bcec7b8214a5f604a1cc129501c06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658881419970858},"components":{"alpha":1.0,"bonus":1.0658881419970858,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658881419970858,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5116,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef0958ba3a67e4523ad15b1a510ae8f713320f543895c59cc2b40e75142bc6df","formula_version":"titan-u-contract-v1","latency_ms":25.31150000000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325548086637524,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_196","prompt_sha256":"cada75747dafb48d85302b3be28f650a904e89dbb4ebeefa81115bee3018aa30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0773835348890384},"components":{"alpha":1.0,"bonus":1.0773835348890384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0773835348890384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6265,"eligible_count":122,"excluded_count":18,"feature_sha256":"c152cf7ab8ef9516a093adb3af17f8d422dc32a84b75794ff2972d6285eaf051","formula_version":"titan-u-contract-v1","latency_ms":26.52054200000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044050201555705,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_62","prompt_sha256":"4a8d1ea310afbd93f77b640a181ee9a2f22e09e5996e0b0bc0ba66ed8c8b5d02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065545766849082},"components":{"alpha":1.0,"bonus":1.065545766849082,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065545766849082,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5033,"eligible_count":122,"excluded_count":18,"feature_sha256":"f51d843282250dd816263a1f504188ea348945630787a968e45e401fa41d8653","formula_version":"titan-u-contract-v1","latency_ms":30.425415999999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322124335157485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_86","prompt_sha256":"ebe10733cb9822868b3fce7af188a1b7267006fc1ac67d1bb97d95c5bb2420bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757167523330666},"components":{"alpha":1.0,"bonus":1.0757167523330666,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757167523330666,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6156,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1b02ab194cfa249bbb9d836593f83ec30f329dd599653be46ec527b4137da4a","formula_version":"titan-u-contract-v1","latency_ms":25.649124999993944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0423834189997332,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_138","prompt_sha256":"9312c26bcb77f80d7a8e8fbbd39cbf54a300d7c4bd37a682fbc310267d73e77a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0839974090432596},"components":{"alpha":1.0,"bonus":1.0839974090432596,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0839974090432596,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6721,"eligible_count":122,"excluded_count":18,"feature_sha256":"01084785571340305bb6af47d3508f24d36d95abef7963dd78f9054e78f9d3c0","formula_version":"titan-u-contract-v1","latency_ms":24.574666999995998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0506640757099261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_427","prompt_sha256":"74630d0a683d3129ddf605b97d92fa1529fb0d71525ce4661cde3590effd560b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074856534758244},"components":{"alpha":1.0,"bonus":1.074856534758244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074856534758244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6070,"eligible_count":122,"excluded_count":18,"feature_sha256":"40ef90000bd6e5f083fdd8d981d7f2fafd18d7d02e47d58fff0f94a12c1f8180","formula_version":"titan-u-contract-v1","latency_ms":25.689665999998113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415232014249105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_272","prompt_sha256":"5c9dce6db1e99498a4febaa7956a9c0e69565e475c2160f8bbe3a2411a3d372c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0837052182212654},"components":{"alpha":1.0,"bonus":1.0837052182212654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0837052182212654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6741,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f0d4cf938a927b57c6768035640e93cb6ec683c0d11c36ef688019fe4f69748","formula_version":"titan-u-contract-v1","latency_ms":25.782124999999212,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.050371884887932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_216","prompt_sha256":"46f78af37591eb8b328fa3ea3818ea0c88f1f531d6a726e821108bf95e5d5870","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078835197244},"components":{"alpha":1.0,"bonus":1.078835197244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078835197244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6404,"eligible_count":122,"excluded_count":18,"feature_sha256":"e89d6e8349ac011260283b6715a758ce3cdb665ba4f1652aec2ba9dfc15a8bf1","formula_version":"titan-u-contract-v1","latency_ms":27.96812500000101,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0455018639106666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_404","prompt_sha256":"13c915eb880f07b166e067fb2b2da7f9957ee433fcdb3a136bf87b91b1763bab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679760209152638},"components":{"alpha":1.0,"bonus":1.0679760209152638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679760209152638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5388,"eligible_count":122,"excluded_count":18,"feature_sha256":"eeedc395d301a75b995cdbc75561e957aa13f66bfff8b8a5d4aeb9a6e5907abd","formula_version":"titan-u-contract-v1","latency_ms":25.360749999997267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346426875819303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_54","prompt_sha256":"ae55ed332cb387dedc1508caa79dda7abdaead415674e14a2a89ac75bb1e01e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0787602259074998},"components":{"alpha":1.0,"bonus":1.0787602259074998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0787602259074998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6390,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1bfada7b4f1be6b20490409029b7c5da8f69efef510e076ab85804d0ff022fd","formula_version":"titan-u-contract-v1","latency_ms":27.196207999999444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0454268925741663,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_230","prompt_sha256":"d8e79495158ffd2c52c9c47fe1d911c8a571dac1b999bc776fcdc06e3e4b1522","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0751180204110151},"components":{"alpha":1.0,"bonus":1.0751180204110151,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0751180204110151,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6144,"eligible_count":122,"excluded_count":18,"feature_sha256":"35a2f79e6044e0dd010d3aac38f4f6dc56b457e406c141b0a7ef7b150e861fdd","formula_version":"titan-u-contract-v1","latency_ms":24.47620800000294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417846870776817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_209","prompt_sha256":"f48d9933fa15599ccfd01ef52e2e6cdd7b5f3c28932c6b64787b38a06fc637d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072433214703834},"components":{"alpha":1.0,"bonus":1.072433214703834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072433214703834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5891,"eligible_count":122,"excluded_count":18,"feature_sha256":"85f968f97d6e43da253338d1c1414c26974fde0a0adcc6d27ae9a0f82f6235f4","formula_version":"titan-u-contract-v1","latency_ms":30.29812500000162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390998813705006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_0","prompt_sha256":"1e60889ca8d638b031935e0825956fe811db85db37ca86a3204bada88f08674f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647271107248562},"components":{"alpha":1.0,"bonus":1.0647271107248562,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647271107248562,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4908,"eligible_count":122,"excluded_count":18,"feature_sha256":"9408b5c479c5a2232db67e2e03b9494394d77858b5be393a4a6ebb94f045fa4c","formula_version":"titan-u-contract-v1","latency_ms":27.333458999997617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313937773915227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_279","prompt_sha256":"5b0dff387b6febf58cafec326db513eb7421ffbd41132c369be2961687b533bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0758246981966904},"components":{"alpha":1.0,"bonus":1.0758246981966904,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0758246981966904,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6175,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d7f654d966f4fcb9296cc0a373bc2b21ac7270a3a8b111107533055f7e526e3","formula_version":"titan-u-contract-v1","latency_ms":25.295249999999214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042491364863357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_269","prompt_sha256":"e2336ce2e4537b81d4f10ac21b76b51b1ff2cbbcd274f501cd5704b51b8193a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646748476647694},"components":{"alpha":1.0,"bonus":1.0646748476647694,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646748476647694,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"b497691c7ab8514f1496dc06f902bd1a8c399ec29df90712db65619e2771497a","formula_version":"titan-u-contract-v1","latency_ms":22.683874999998466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031341514331436,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_31","prompt_sha256":"fd307b0ee1abd3bb96b6d603e363e6f96c39281473e074a917a853a3a57c6ba6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723406641548197},"components":{"alpha":1.0,"bonus":1.0723406641548197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723406641548197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5844,"eligible_count":122,"excluded_count":18,"feature_sha256":"8aeb79d59104742f799504dd300ebe279e9d735ceefaebc84ce5872324e8daa6","formula_version":"titan-u-contract-v1","latency_ms":24.316165999998418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390073308214862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_195","prompt_sha256":"ef5293322130633039adba00e104ea403e807b614a1f3f8e1f52e307c0dae5c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697974253334133},"components":{"alpha":1.0,"bonus":1.0697974253334133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697974253334133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5584,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ea97ee477fe76bc753ed021fd87936f1e66eadda476e4dca0258b18e77ce255","formula_version":"titan-u-contract-v1","latency_ms":24.08750000000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364640920000798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_125","prompt_sha256":"36cc46a3cd30926ba332cfe7fe0076d73db1d5c417957a4218ef77206e6db0a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775558135196524},"components":{"alpha":1.0,"bonus":1.0775558135196524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775558135196524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6282,"eligible_count":122,"excluded_count":18,"feature_sha256":"ddb8c65d51f8ff4bd8a2cf4eee73de1314584aaef409d9816512edbe6dffb3bd","formula_version":"titan-u-contract-v1","latency_ms":28.707291999999995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044222480186319,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_359","prompt_sha256":"59762842deb3c96dd4a9f4e63ee6839743279e8b67a4edb4c2ac2ab1e07ddd8a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727371678328292},"components":{"alpha":1.0,"bonus":1.0727371678328292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727371678328292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5910,"eligible_count":122,"excluded_count":18,"feature_sha256":"2740c16df49a8fd8f50ee8398a8ecc4337a94fc60b03169aeb05316f405cffd2","formula_version":"titan-u-contract-v1","latency_ms":25.936124999994092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394038344994958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_459","prompt_sha256":"19a25fe1fed4375bf171483111e54e5ee6753f33b297da9522b46f541a48f0d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068741798214143},"components":{"alpha":1.0,"bonus":1.068741798214143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068741798214143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5491,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ebfc117200f13e95c2eda027abb148f7488628ea0c135130d20a1516291dc7d","formula_version":"titan-u-contract-v1","latency_ms":26.601583000001483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354084648808095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_455","prompt_sha256":"43997c881a01f9e3f533c82cec55cb2472d155c549b2af94677819fdbfee6361","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0782109059977554},"components":{"alpha":1.0,"bonus":1.0782109059977554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0782109059977554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6269,"eligible_count":122,"excluded_count":18,"feature_sha256":"44e161107a290dfb0032493565e61d63f5685dd0b1b9a44d8bbac27a230a5a70","formula_version":"titan-u-contract-v1","latency_ms":30.03487499999835,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044877572664422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_113","prompt_sha256":"0f78bebffd7ba77ee227d4ca3fe8a0ba18124cdb2ec443b62e88cd560505b593","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0912474548939393},"components":{"alpha":1.0,"bonus":1.0912474548939393,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0912474548939393,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7076,"eligible_count":122,"excluded_count":18,"feature_sha256":"c618ceb0de07212d99b69e279e4bc5cd9b5e6886ddbd22d959506e62358e633f","formula_version":"titan-u-contract-v1","latency_ms":24.598167000000615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0579141215606058,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_468","prompt_sha256":"2b968e8ba3cf271431d6d4a903e8ae6305de9110cbdacbc7f494a9b7a1fbcf2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707637497657922},"components":{"alpha":1.0,"bonus":1.0707637497657922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707637497657922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5679,"eligible_count":122,"excluded_count":18,"feature_sha256":"0272b542fd43edb6bf90d8d3deb3a3a1d11739c8ea747be7526d73bebdcf35e1","formula_version":"titan-u-contract-v1","latency_ms":23.534542000000158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374304164324588,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_174","prompt_sha256":"ab2542d948ac79505d4f85d9e560ac77c7112553b9dbbab754998ccbbc80958f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0870660951903983},"components":{"alpha":1.0,"bonus":1.0870660951903983,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0870660951903983,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6891,"eligible_count":122,"excluded_count":18,"feature_sha256":"417fdd1d184d9407a96b02bee413ce3aeb73eaae06a12cd92ff8695c94d97ee6","formula_version":"titan-u-contract-v1","latency_ms":25.992709000000502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0537327618570649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_301","prompt_sha256":"d6a43f13acd4b0e6648a1957dc4198118c76f73357ad973d5d7a5c54e1819d0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721112931967465},"components":{"alpha":1.0,"bonus":1.0721112931967465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721112931967465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5853,"eligible_count":122,"excluded_count":18,"feature_sha256":"625e2b5fd13111c2fdbf50cdf0b11c52dee22d40316ea3b06344900ba2041151","formula_version":"titan-u-contract-v1","latency_ms":24.486749999994117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038777959863413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_192","prompt_sha256":"d801bc9517c5cfa43fd412a477d2c74c55947ab5f167d2f65728a3665fba469d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727961748685069},"components":{"alpha":1.0,"bonus":1.0727961748685069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727961748685069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5896,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5ef1c57c62aa17ef00ec3e3bb3d73f34bdd4d4ff808f2f1339d7b9f4b9d6a11","formula_version":"titan-u-contract-v1","latency_ms":24.365832999997394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394628415351734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_481","prompt_sha256":"963169b26e7129f0f51af3cb9030986d1ac348606fa93a331f8a021748055577","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681707531160456},"components":{"alpha":1.0,"bonus":1.0681707531160456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681707531160456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5399,"eligible_count":122,"excluded_count":18,"feature_sha256":"64450e3993c34ac4696b612d9cc00172244dfbc9b050e6eb79403960102d78f1","formula_version":"titan-u-contract-v1","latency_ms":23.507582999997112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348374197827122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_42","prompt_sha256":"ff9e2136e66a7b0d2dc5fc1fde5dc8d8b877740442d7fa82f9509cd7fb52d27b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1016099581975465},"components":{"alpha":1.0,"bonus":1.1016099581975465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1016099581975465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7602,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0256a6c289221011fd6233be637b7eb7ccec771425dbaf873212ec9fcb8a1e3","formula_version":"titan-u-contract-v1","latency_ms":25.47212500000029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.068276624864213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_250","prompt_sha256":"5f3b04a7c2e70900181fe1aaaf6f3a70ede206a008695c155292941393ecc653","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706694167669122},"components":{"alpha":1.0,"bonus":1.0706694167669122,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706694167669122,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5717,"eligible_count":122,"excluded_count":18,"feature_sha256":"67f9531863989058e853c338f47b4674002c0eaf453d8f22dbcecf1222d73009","formula_version":"titan-u-contract-v1","latency_ms":33.532041000000845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373360834335787,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_265","prompt_sha256":"2c8b1b2e09ee7c9b83a68758e87bda6e9680fd2c7ce4caff450886e94128472d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066792890074029},"components":{"alpha":1.0,"bonus":1.066792890074029,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066792890074029,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5228,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f5b97dd5ecbe0e1e6ad47e8c0741b11e4bd6bfad09ca4fdc65677e7839da16f","formula_version":"titan-u-contract-v1","latency_ms":31.82199999999824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334595567406957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_58","prompt_sha256":"7eda8d4b34d938ffb69eb0f2f1c6b3c17300a2ef287a039ce26b213cb384e166","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742912816422276},"components":{"alpha":1.0,"bonus":1.0742912816422276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742912816422276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6073,"eligible_count":122,"excluded_count":18,"feature_sha256":"30f79bed7bdf193087344c6f565bb07aaa8920a145fdd6961da7400933b878b7","formula_version":"titan-u-contract-v1","latency_ms":33.6413329999985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409579483088942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_282","prompt_sha256":"8ccc894373402615e3a60e6c6581cb2d1fd90768009d76a1c253aa7f701bb15b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0758111801392007},"components":{"alpha":1.0,"bonus":1.0758111801392007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0758111801392007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6173,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c97b13df4be5301de3e0c26cd6779fe45df2482d30e2d83faa8015b43f630e2","formula_version":"titan-u-contract-v1","latency_ms":31.009333999996613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424778468058673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_48","prompt_sha256":"e650db0c3228e9cde8fc750c3aaa6623e491678cf04790425d8ddc168876ac47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708269621243667},"components":{"alpha":1.0,"bonus":1.0708269621243667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708269621243667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5713,"eligible_count":122,"excluded_count":18,"feature_sha256":"a80d7a9ed912adc065f53cb3c42d0c7c9f690e3f02c850a30ba5c91efc4824d9","formula_version":"titan-u-contract-v1","latency_ms":29.85837499999633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374936287910332,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_421","prompt_sha256":"ddf3f2444cf823df164bf91a6d24f2426ab6b1473236203d2a6991b5136f03b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0798103457610044},"components":{"alpha":1.0,"bonus":1.0798103457610044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0798103457610044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6461,"eligible_count":122,"excluded_count":18,"feature_sha256":"4749dfe4d160d2f3cebf9323ab6f87ebd26361e64479ef541fee0d14ef19ddf1","formula_version":"titan-u-contract-v1","latency_ms":29.077582999995855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046477012427671,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_248","prompt_sha256":"872f151fc46463bfa0a1e4e11c79a078ea760928b6173215f8a8388b98fd42ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067598063411507},"components":{"alpha":1.0,"bonus":1.067598063411507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067598063411507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5369,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba228c1b8fd6d004abfa23265f8244d24f23f65302f76615d89157ffe86bc868","formula_version":"titan-u-contract-v1","latency_ms":26.783958000002883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342647300781735,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_213","prompt_sha256":"e47e0c4eb95ba86383e0cfbbb2d58edc7d3ccb520730001c320406e4e33c3cf5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775990419968362},"components":{"alpha":1.0,"bonus":1.0775990419968362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775990419968362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6302,"eligible_count":122,"excluded_count":18,"feature_sha256":"26db78b6f66dc343b21f3a3408c088b400e80b3b098060e7f0b0316eb7715296","formula_version":"titan-u-contract-v1","latency_ms":25.974624999996365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442657086635028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_95","prompt_sha256":"39beccb4353d6b5524125de5eb6462746e81f8d82549b6cc575ff30605933e49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0811659251995043},"components":{"alpha":1.0,"bonus":1.0811659251995043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0811659251995043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6500,"eligible_count":122,"excluded_count":18,"feature_sha256":"eefaae9bf18ffff22a640f4d7a818dd736d00c33a9a8640998f7c1a2063131bd","formula_version":"titan-u-contract-v1","latency_ms":23.763917000003687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0478325918661708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_503","prompt_sha256":"70b0d33c75ecc83692f783583cd2fbe2778261d9a23012e6f79b60bba9f2e09b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711900544779622},"components":{"alpha":1.0,"bonus":1.0711900544779622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711900544779622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5727,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf2baf48992d09994c6e724c2b6413a8bcd4e5744a00326e0fde4c317b3f13b9","formula_version":"titan-u-contract-v1","latency_ms":23.39954199999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378567211446288,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_120","prompt_sha256":"d7ba6730b1cdb8d79e8426a1349d5cecf22f716f9c5ed41e1cfa14e1c0671f48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0794565907205347},"components":{"alpha":1.0,"bonus":1.0794565907205347,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0794565907205347,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6462,"eligible_count":122,"excluded_count":18,"feature_sha256":"d120491a44f526efa5cccf04b7f54b2319bae99d920c8f47d5d15f4f3b5f12a4","formula_version":"titan-u-contract-v1","latency_ms":25.739666999996302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461232573872012,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_246","prompt_sha256":"5488f8eb0324e11fae3ee8579cf3a0cbd51339a3588997a6010519f4ea18f7b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0791975063965353},"components":{"alpha":1.0,"bonus":1.0791975063965353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0791975063965353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6360,"eligible_count":122,"excluded_count":18,"feature_sha256":"d68c4595bb3a08ac40a23c61d3eb202e62c35e29bcd8b0a93d88f2eb65f38938","formula_version":"titan-u-contract-v1","latency_ms":24.11858300000347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045864173063202,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_343","prompt_sha256":"0e4c51f0a1042ca8aaf9dd89884be58213e62c936114f473df797251364c4634","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692206419864891},"components":{"alpha":1.0,"bonus":1.0692206419864891,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692206419864891,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5517,"eligible_count":122,"excluded_count":18,"feature_sha256":"aff48794a4d57d5b8c30cb46dc23c1ab418e22576ef3753a2af1d21d440e775b","formula_version":"titan-u-contract-v1","latency_ms":23.86424999999548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358873086531557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_83","prompt_sha256":"b1334e2b62215931b1aee78eeb8d115a58c2e5e828a124b2914e44052bfaaac3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682825147169641},"components":{"alpha":1.0,"bonus":1.0682825147169641,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682825147169641,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5450,"eligible_count":122,"excluded_count":18,"feature_sha256":"1876cc7b8d9a10283fa1aa3186029b7c82a3c8fb12cad725b7c848b38faba266","formula_version":"titan-u-contract-v1","latency_ms":23.46166699999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349491813836307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_369","prompt_sha256":"1b4a0b13f8cadd6a55896d98b289eb7aec4b891c7b25ca70865081cda04e922e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737645844469355},"components":{"alpha":1.0,"bonus":1.0737645844469355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737645844469355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6004,"eligible_count":122,"excluded_count":18,"feature_sha256":"f49ca3647b07b3b8c963b87b1c3c991e150b0d2e7394bed32118f8d0174d4977","formula_version":"titan-u-contract-v1","latency_ms":24.8214999999945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040431251113602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_306","prompt_sha256":"7c5f6c22d56b7b9f99a94da1207f8a44cdd8a67d7932620eb0a918bb1455c0d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0773120521986654},"components":{"alpha":1.0,"bonus":1.0773120521986654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0773120521986654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6213,"eligible_count":122,"excluded_count":18,"feature_sha256":"86975f6124edd8b0bd4001197ca2b54160c99e2a67a2c1cebdf0781e6e8d834c","formula_version":"titan-u-contract-v1","latency_ms":24.000958000002015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043978718865332,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_458","prompt_sha256":"afcdb9990a0cdd738bcafd2ea6b6184083ac6425e8918b1dcba33576a30fbae4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650540039124776},"components":{"alpha":1.0,"bonus":1.0650540039124776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650540039124776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4964,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd93063841ecdaa78bfcc1d3d7755a5090841b580ad96044c39cb56576a3690a","formula_version":"titan-u-contract-v1","latency_ms":25.512124999998775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317206705791442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_494","prompt_sha256":"9f4bedf9ea7d847dc91b3364b8fe8adb14530f3da0a4092a2cbc213f0b5a6824","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711038734933693},"components":{"alpha":1.0,"bonus":1.0711038734933693,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711038734933693,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5710,"eligible_count":122,"excluded_count":18,"feature_sha256":"801c3589f5f6b1df038932f3005bde580d3cb8c650d4943e04586907f21f8c83","formula_version":"titan-u-contract-v1","latency_ms":26.922208000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037770540160036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_85","prompt_sha256":"7017a81b37980f6f997ed8a680ea2e7e4c4e22da9f7600c4c647d574d053ab42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716611521371857},"components":{"alpha":1.0,"bonus":1.0716611521371857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716611521371857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5866,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1aac0edf71c4966bff5cf77daa238c8abb5c30c7468067661a7d4c2008a6336","formula_version":"titan-u-contract-v1","latency_ms":23.314958000000274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383278188038523,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_391","prompt_sha256":"36823effe4c7d4f79b5a2982fa395162f51f16573143ad36932e8f06bac1d9b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694004782178188},"components":{"alpha":1.0,"bonus":1.0694004782178188,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694004782178188,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5569,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc4653f3338afd6d6e82487e088dc53186f6be14e6772542236c9fa856a82d61","formula_version":"titan-u-contract-v1","latency_ms":31.594458000000714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360671448844854,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_121","prompt_sha256":"c282e80a30d466c045e6cd4656ad1485e40e25563a4e79513e824d5bac8ceed7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676061166518764},"components":{"alpha":1.0,"bonus":1.0676061166518764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676061166518764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5369,"eligible_count":122,"excluded_count":18,"feature_sha256":"46f2c679fb23d3f6cca1793ad4071fc0de67553f58ba0e1423656db035d957d4","formula_version":"titan-u-contract-v1","latency_ms":25.97445800000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034272783318543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_1","prompt_sha256":"4531ce61265ddc85febea9b36f359a85231a5837a82a33e62adf1575a60fcf91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671357729045072},"components":{"alpha":1.0,"bonus":1.0671357729045072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671357729045072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5272,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9f6c25cd35302a92546798fccffb917e1e777c878d7788b216264864335263b","formula_version":"titan-u-contract-v1","latency_ms":30.484459000000186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338024395711738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_81","prompt_sha256":"d6445297a5b246e9467b411be16a82a234677a486661fe472479594a26bf468c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668734841817},"components":{"alpha":1.0,"bonus":1.0668734841817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668734841817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5251,"eligible_count":122,"excluded_count":18,"feature_sha256":"657cbb7447dfc51c8e51064f8f1ca14ba603fd31f33ad6d1d1486484cd0a3538","formula_version":"titan-u-contract-v1","latency_ms":33.07270799999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335401508483666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_87","prompt_sha256":"1532e9399f5838e56fc51af7feecd370774d6c128977c0731dcaf1d49df9ec95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707217520497563},"components":{"alpha":1.0,"bonus":1.0707217520497563,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707217520497563,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5701,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc19118800ea90924982d06d0eb4c61db5446441462239e3b2d397d2d3bbd30f","formula_version":"titan-u-contract-v1","latency_ms":29.276541000001544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373884187164228,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_408","prompt_sha256":"78eed7c6606512ce39b2b7f08d73608f68991170253f36988efc01b1e4cc6f6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652760829064454},"components":{"alpha":1.0,"bonus":1.0652760829064454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652760829064454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbf1d6d4d970d50198fec3d925d2b4bacf170593e67df8a846616926143ef28f","formula_version":"titan-u-contract-v1","latency_ms":23.431583999993677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031942749573112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_334","prompt_sha256":"3029ac6f15dda2369285129632d7cb4b678d1f861164dd048c62b6e4db9455e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07397625672079},"components":{"alpha":1.0,"bonus":1.07397625672079,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07397625672079,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6093,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd1cdd44c56cae4b0762902e64f276665602c7fa08a5bb319c8fcc8be280181b","formula_version":"titan-u-contract-v1","latency_ms":25.029333000006204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406429233874566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_349","prompt_sha256":"e43906594472fca8707bebffffc83f23d48a85161aa94bbecc185f6d045fde5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684305114571093},"components":{"alpha":1.0,"bonus":1.0684305114571093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684305114571093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5436,"eligible_count":122,"excluded_count":18,"feature_sha256":"2164e01d86fdd6bb85ab2a825726aa07eaa9f2ab975131faf3cb1186a9722cee","formula_version":"titan-u-contract-v1","latency_ms":23.846124999998608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350971781237759,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_477","prompt_sha256":"031a2403061beed504fef38e946c06b239018e4b058b6891735221544d00e4de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671129421246845},"components":{"alpha":1.0,"bonus":1.0671129421246845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671129421246845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5283,"eligible_count":122,"excluded_count":18,"feature_sha256":"7279fa28caaf25881d6e2542d047f352a6a9b86bfdb0ad8dec7ee52a6170d172","formula_version":"titan-u-contract-v1","latency_ms":24.7282910000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337796087913511,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_20","prompt_sha256":"b046c97f67fe51a02287a6961dce3ec9b3d838a6786b155577e5890979d41f03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0912673824503323},"components":{"alpha":1.0,"bonus":1.0912673824503323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0912673824503323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7059,"eligible_count":122,"excluded_count":18,"feature_sha256":"54a481c2e92ba98beeee068e9f557c0a7863f1cabbdb818762b92d34dfb8395a","formula_version":"titan-u-contract-v1","latency_ms":24.812541999999382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0579340491169988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_134","prompt_sha256":"4bc748edeec050e7a6171ca07e54bdabf1a8a550c5749ae95277340b126c3304","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712875576846768},"components":{"alpha":1.0,"bonus":1.0712875576846768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712875576846768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5729,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac8417ba36cc164b26d376de79a3e45b769f790a4b81ead28f11f44c77b41b34","formula_version":"titan-u-contract-v1","latency_ms":24.391833999999335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379542243513433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_460","prompt_sha256":"6996c2411dffaa91364a38130ef2331e7b18bca666c8a31b23372020c151b64f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694100154992003},"components":{"alpha":1.0,"bonus":1.0694100154992003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694100154992003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5564,"eligible_count":122,"excluded_count":18,"feature_sha256":"6682048e50be8b05be97338ab3e570fa6cb4ac42829a7109c89044339daa1152","formula_version":"titan-u-contract-v1","latency_ms":24.745707999997535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036076682165867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_463","prompt_sha256":"726a8273277dc136ad19b74a20b4c6f72881ad17fc75eae391f7b2f07794e3e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1041483709176045},"components":{"alpha":1.0,"bonus":1.1041483709176045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1041483709176045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7720,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c6f6cb0360f38dafea9016c0dd8f2088f444742af1ba018976ec086329eb5d0","formula_version":"titan-u-contract-v1","latency_ms":27.138916999994933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.070815037584271,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_345","prompt_sha256":"754d7e88abfd3a064aa2a9c6e9c933666853158374ac0ab29eceae0d9ec6e942","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071605691386762},"components":{"alpha":1.0,"bonus":1.071605691386762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071605691386762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5826,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f2ae304e4a9aebcc5654b19b04f118ad76f0cee2c17ac776ba380ce1f9ead20","formula_version":"titan-u-contract-v1","latency_ms":27.952708000000825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382723580534285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_417","prompt_sha256":"c3baf1b60e3dbbc849e30b5bb9f1459bafce884609facae58ffa80cf51c9a79d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067344192376574},"components":{"alpha":1.0,"bonus":1.067344192376574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067344192376574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5303,"eligible_count":122,"excluded_count":18,"feature_sha256":"8827ef750938c253ceae68c639faa1c0ccca6ed6132ae06f3265c304704d0a05","formula_version":"titan-u-contract-v1","latency_ms":23.754374999995775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340108590432406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_61","prompt_sha256":"a5e6e3efe87228d8561a8c0dc63411160ccca417b0864802a9767bb428f9538a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690526764383501},"components":{"alpha":1.0,"bonus":1.0690526764383501,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690526764383501,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5510,"eligible_count":122,"excluded_count":18,"feature_sha256":"db34a02ed9005fc0c1953aa41c1cf39f763897539f01b1e338f9e740c0cc5010","formula_version":"titan-u-contract-v1","latency_ms":27.031417000003444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357193431050167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_116","prompt_sha256":"a43de68e25498a5c6ac199e8ba56524a99567ee1c3e97ff0d80f64969517ebdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720090113019107},"components":{"alpha":1.0,"bonus":1.0720090113019107,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720090113019107,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5833,"eligible_count":122,"excluded_count":18,"feature_sha256":"f924ac150bca17e4e81da1c0c82f68328cb9cda048fcc557e77bdb85e43b1a8b","formula_version":"titan-u-contract-v1","latency_ms":25.008790999997643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386756779685773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_448","prompt_sha256":"8f84372caafc113d7d1df474561ce32db01f7e887dd7a456cb495d14271c5597","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734204420042035},"components":{"alpha":1.0,"bonus":1.0734204420042035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734204420042035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5996,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcb1501799afbf084ed6c0a4a5da3f9b9ddea7df83fc1e32e7cf78a6cc10e9b2","formula_version":"titan-u-contract-v1","latency_ms":25.099333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04008710867087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_396","prompt_sha256":"41cfb1a128bde3895bc7ab443c5acdb4ff2409df9aae2e589f7440a4c9827c8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719750463513598},"components":{"alpha":1.0,"bonus":1.0719750463513598,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719750463513598,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5804,"eligible_count":122,"excluded_count":18,"feature_sha256":"90b165734ae70a58892c1613e172ae6c205362178cd6eabcb3adc1476c5b43eb","formula_version":"titan-u-contract-v1","latency_ms":22.955041000003007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386417130180263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_482","prompt_sha256":"cd4f8839938638e75995e9f5afc98d5cec7cc6c63ba946a3b89bf7a2fe207e55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683258259129094},"components":{"alpha":1.0,"bonus":1.0683258259129094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683258259129094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5438,"eligible_count":122,"excluded_count":18,"feature_sha256":"92a555773f67045487a818ab7db3dccbe2328045e2cb71a78c59bc2d7142cc9f","formula_version":"titan-u-contract-v1","latency_ms":24.254834000004166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034992492579576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_130","prompt_sha256":"e4fb0b7ae7dd739ee635e12f4adbc7fc371756ba4b347af90a672cfa9dd28b31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074380286490775},"components":{"alpha":1.0,"bonus":1.074380286490775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074380286490775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6036,"eligible_count":122,"excluded_count":18,"feature_sha256":"e531a1c5209ec056be0759505e2e5908693c9c54b0bc18083a642c6268bdc14b","formula_version":"titan-u-contract-v1","latency_ms":27.047207999999046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410469531574416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_451","prompt_sha256":"e79e4080a2dfff6e68a794a60f5e80b17476575c6f731ce4ee303a73e79de0ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720657629082275},"components":{"alpha":1.0,"bonus":1.0720657629082275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720657629082275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5797,"eligible_count":122,"excluded_count":18,"feature_sha256":"1903a6fc7131f110a0044aedc7f95b12090addce17ff52033b306c895c04d79e","formula_version":"titan-u-contract-v1","latency_ms":23.387124999999287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038732429574894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_167","prompt_sha256":"b90dda1ec28d2652caac5723149a3d8eecc94a6f19990f169642a65e036f6111","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071028842398747},"components":{"alpha":1.0,"bonus":1.071028842398747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071028842398747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5722,"eligible_count":122,"excluded_count":18,"feature_sha256":"47c40f576996952ec32780ba04656f2875a211a61640b879127ea17e4ffe439e","formula_version":"titan-u-contract-v1","latency_ms":27.256540999999856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376955090654136,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_60","prompt_sha256":"5f534617dcc5dd4ec90f0c9f0b17700ead5c424e26b5e71de6194ee72a00662a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066800180446179},"components":{"alpha":1.0,"bonus":1.066800180446179,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066800180446179,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5253,"eligible_count":122,"excluded_count":18,"feature_sha256":"6afa7f4f25fe94553c373ebe04598d4a3e1399cac7728940dc423c429fe12e01","formula_version":"titan-u-contract-v1","latency_ms":23.271166000000676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334668471128456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_311","prompt_sha256":"64228b1e3c5a0bac0e5128649e84a2bac7560ad5b3b01eabfefcc0d1c39fc3d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722026977209114},"components":{"alpha":1.0,"bonus":1.0722026977209114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722026977209114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5841,"eligible_count":122,"excluded_count":18,"feature_sha256":"97c5341d38f01309df1630c6e3e83a18cf8e348b836805aaec2ff9b49ba4420b","formula_version":"titan-u-contract-v1","latency_ms":24.0347089999986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038869364387578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_208","prompt_sha256":"e205a924f88b4830cd063017775feacd8fbe89c31a3476c6b2b9106329ace1c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687327812940426},"components":{"alpha":1.0,"bonus":1.0687327812940426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687327812940426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5503,"eligible_count":122,"excluded_count":18,"feature_sha256":"805014232142dd238fed12a5aa3d7a19fd660f42d2eaa1d579bade7309dbc0d0","formula_version":"titan-u-contract-v1","latency_ms":24.850250000000074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353994479607092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_47","prompt_sha256":"3e4f9df3486227cf1ee731eb7c9b3128ae1c0940f88ce0ebdb43c02fca7a4ef5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0841875414336766},"components":{"alpha":1.0,"bonus":1.0841875414336766,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0841875414336766,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6707,"eligible_count":122,"excluded_count":18,"feature_sha256":"2806e69cb8c10bbb594d9bd839bdf5785bb876d9ceea890d78585aa41c1d45e7","formula_version":"titan-u-contract-v1","latency_ms":25.234334000003855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0508542081003431,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_256","prompt_sha256":"02d35657b2d13a24550a5eebbaa110509574b7f3ec2d3e1337df6aa8e3df3656","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0822743738592815},"components":{"alpha":1.0,"bonus":1.0822743738592815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0822743738592815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6641,"eligible_count":122,"excluded_count":18,"feature_sha256":"a47efd30131821d8bfac28156e1fa4956cabe66fc77c0462fcc649b1855c1f0b","formula_version":"titan-u-contract-v1","latency_ms":24.774542000002953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048941040525948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_340","prompt_sha256":"e46e1f15338fe21d64a1b78adcc3c6bbccccd627aa1b6e9f9e5203e7aab09a73","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775702159546259},"components":{"alpha":1.0,"bonus":1.0775702159546259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775702159546259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6306,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cec5c9e1cefb993706a87e39db90e7ee7b04cee11885b244135636f8f839f2d","formula_version":"titan-u-contract-v1","latency_ms":24.791542000002664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442368826212924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_307","prompt_sha256":"5d196b125d4f9339b28d447911a9d61e584e2dbb9b097ed5cde900af25533157","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0781080650843864},"components":{"alpha":1.0,"bonus":1.0781080650843864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0781080650843864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6375,"eligible_count":122,"excluded_count":18,"feature_sha256":"209d8608d1322c617242fef00425fed155f54fb32f2e048397a829af47e9a93b","formula_version":"titan-u-contract-v1","latency_ms":25.563167000001386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044774731751053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_304","prompt_sha256":"60fd70e90304878cb4406d56e3d5b0d11a0813d46e3652a509b44496b401c856","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709222660865727},"components":{"alpha":1.0,"bonus":1.0709222660865727,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709222660865727,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5769,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8f3e2ddc9b010d09887ace76ff1332ab2c1400bc32b52ae606bd184cd594260","formula_version":"titan-u-contract-v1","latency_ms":25.771875000003774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375889327532393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_273","prompt_sha256":"93668d7a61e1936138b3d81b5c8c6ce790a20f076061e40583ace18771ebb772","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.106665091615345},"components":{"alpha":1.0,"bonus":1.106665091615345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.106665091615345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7773,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6533bbf1ed8637f6df5ce9519c5098b82590a941e9086c7b2ca08f3158dda19","formula_version":"titan-u-contract-v1","latency_ms":25.72495800000496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0733317582820117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_452","prompt_sha256":"49977e3a1529be31ecffc42864f4d08e3a0b50912c597ab3214d18bfda5e9004","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069689736705228},"components":{"alpha":1.0,"bonus":1.069689736705228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069689736705228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5610,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c3e4dd337a51625da124804579fc0a61e97af586b4d53e0187757c3de003263","formula_version":"titan-u-contract-v1","latency_ms":25.6696669999954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363564033718946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_322","prompt_sha256":"592a8b2a87e360f375a4bb128b8a7f26b841cad33efca83cbd3bc1436bb2aa1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677687052037532},"components":{"alpha":1.0,"bonus":1.0677687052037532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677687052037532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5357,"eligible_count":122,"excluded_count":18,"feature_sha256":"870622a5fc8280e9906a17b455daa14dccb4dbd5938122a56c218951d1c3f6eb","formula_version":"titan-u-contract-v1","latency_ms":23.156540999998754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344353718704198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_127","prompt_sha256":"123f676d739abc850e277caf96c9111369aec0569e148e04467f19c6c9d74ec5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0850976914545527},"components":{"alpha":1.0,"bonus":1.0850976914545527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0850976914545527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6751,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bcd87037c0d2910d24c19bd37289d5346c666c915dcd8c05c766b11fdb48163","formula_version":"titan-u-contract-v1","latency_ms":51.47004099999464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0517643581212193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_388","prompt_sha256":"7fa52ad39a4436b4d974030222d60ff3e79aec09498ef0f65212858eed498556","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750130849494355},"components":{"alpha":1.0,"bonus":1.0750130849494355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750130849494355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6090,"eligible_count":122,"excluded_count":18,"feature_sha256":"453de28885fcabdd91dca60712ea8f65356439873fbb5a27e91615c4c0a3b390","formula_version":"titan-u-contract-v1","latency_ms":32.470457999998814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041679751616102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_297","prompt_sha256":"073e27d4fc74b9df2a9c94b04a1a9136d38890090ef03ed0dd98558986d77d63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804029377100473},"components":{"alpha":1.0,"bonus":1.0804029377100473,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804029377100473,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6497,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f35caf49dd1eef35a7d4c894e380b98627dae76926cfd60307d55001478234e","formula_version":"titan-u-contract-v1","latency_ms":32.48008299999583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0470696043767138,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_214","prompt_sha256":"4d7aa8bd8dda6fabd00c33126b2983d1c5ce8e11d703ec0617a7a366082e7e2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706798694346036},"components":{"alpha":1.0,"bonus":1.0706798694346036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706798694346036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5673,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc552b0845399e3a8f94b8021e72b44591467be24e1963ab7e04f308180ef0f1","formula_version":"titan-u-contract-v1","latency_ms":28.422499999997797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373465361012701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_108","prompt_sha256":"21219b082461a314faec841b54dedde53d3cae9a1c1364548122564ee9f749b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706381019338422},"components":{"alpha":1.0,"bonus":1.0706381019338422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706381019338422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5670,"eligible_count":122,"excluded_count":18,"feature_sha256":"74b2df9b25695e62c3eb93e3194681f070591d3d2412fb8ee108e1b33407384c","formula_version":"titan-u-contract-v1","latency_ms":30.589708000000826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373047686005088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_128","prompt_sha256":"f65136f08eca92e0347f697e321d55a9cabf404ff86966bec32f67e40616a80b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676222449033648},"components":{"alpha":1.0,"bonus":1.0676222449033648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676222449033648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5341,"eligible_count":122,"excluded_count":18,"feature_sha256":"72f30603c6775da97e16e453150082c01f7279bacc162bcd78930ffa1dd8302f","formula_version":"titan-u-contract-v1","latency_ms":29.391249999996205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342889115700313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_474","prompt_sha256":"a5568b23c330d2fcf989b77a1c4ef0ab0e387cabf25eb4c284587fd5134c7daf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702979141341908},"components":{"alpha":1.0,"bonus":1.0702979141341908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702979141341908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5639,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb2e7647c625bfe133fb6d17811b8cc7ef63be804de93a49f443e04343cbda28","formula_version":"titan-u-contract-v1","latency_ms":29.374500000002968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369645808008574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_498","prompt_sha256":"a2531ebc28a8edf538211bc658e9642de028366283a9bdc4dc6395ee08fca6ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669848032247227},"components":{"alpha":1.0,"bonus":1.0669848032247227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669848032247227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5252,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef2dd85dbdfa2025114290cdeba85cff246af42ee5280f5d4289b9dafb57842e","formula_version":"titan-u-contract-v1","latency_ms":26.412208000003545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336514698913892,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_12","prompt_sha256":"b2099808ce0b79a358693272f3d19ef8d495e34b2289d685f4c398537cf894a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765651977469826},"components":{"alpha":1.0,"bonus":1.0765651977469826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765651977469826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6234,"eligible_count":122,"excluded_count":18,"feature_sha256":"1220b62421a56b6a9cad661dd9b5ff90fb1a25747082dbc7571ae917b9c3a773","formula_version":"titan-u-contract-v1","latency_ms":26.29158300000256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432318644136491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_235","prompt_sha256":"3c934d06d04d608cce4fe42a8bc2a10e5223bd56ec3f66dbe802d6c7cd3c46de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067143397697798},"components":{"alpha":1.0,"bonus":1.067143397697798,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067143397697798,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5304,"eligible_count":122,"excluded_count":18,"feature_sha256":"d424e7caceb1fb2f7b4a5fa3b1acc9a69588a3c01e1a63608f778db888a67c6c","formula_version":"titan-u-contract-v1","latency_ms":27.914541999997766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338100643644645,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_270","prompt_sha256":"fcfeef7a2930c820f382c8c9bd30fe4c7de1203eea1ec29d7ca8b4e5681a6160","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0864979435093285},"components":{"alpha":1.0,"bonus":1.0864979435093285,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0864979435093285,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6879,"eligible_count":122,"excluded_count":18,"feature_sha256":"3969135f6ebace2fec84989dd6cbd54317056ff761333ae4bee810e41906fb8f","formula_version":"titan-u-contract-v1","latency_ms":29.492957999998737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.053164610175995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_389","prompt_sha256":"e6f562d098660b2de9f77ae849d0f737a7f202b360fd29c3ebfb46889e9c6d9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686788316947708},"components":{"alpha":1.0,"bonus":1.0686788316947708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686788316947708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5510,"eligible_count":122,"excluded_count":18,"feature_sha256":"887c23a0e9179457634630cc9ff73d042c60491ccfc167c0db5c3c04d92052fc","formula_version":"titan-u-contract-v1","latency_ms":29.12874999999815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353454983614374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_332","prompt_sha256":"8086145aaa4c130d613d302c08de980b6e8b237cb1107860c6fd62d30ec5fe5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08319447988346},"components":{"alpha":1.0,"bonus":1.08319447988346,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08319447988346,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6721,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4a69d0028d3b6856c5e8bfbb1d63e383325c6f3dc31ef2f05f301de4a48b2df","formula_version":"titan-u-contract-v1","latency_ms":24.89516699999683,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0498611465501266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_239","prompt_sha256":"304326bb4720ab6cbd71dee090e16d086abc995da80e1f32dc0658678ac31f6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808460553254102},"components":{"alpha":1.0,"bonus":1.0808460553254102,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808460553254102,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6533,"eligible_count":122,"excluded_count":18,"feature_sha256":"b56514edde13faea9e9dcecf71520780063ac574ed6098a9e39b12ee775bc956","formula_version":"titan-u-contract-v1","latency_ms":28.369916999999134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0475127219920768,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_409","prompt_sha256":"d0238a08954add8e1a56b755a64df25d047a97571e45102f19106510ba45a723","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752762762715915},"components":{"alpha":1.0,"bonus":1.0752762762715915,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752762762715915,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6124,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2d47895d535a733d1cb33ca5a11b9d3adaec14e84d7f39241e0dcb920267e7f","formula_version":"titan-u-contract-v1","latency_ms":31.54624999999811,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041942942938258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_293","prompt_sha256":"f24763815707ec6c7445ddb1edc8d4621f69c4ba9c8af141eba2dc5388c6b8c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0891161697679455},"components":{"alpha":1.0,"bonus":1.0891161697679455,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0891161697679455,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7014,"eligible_count":122,"excluded_count":18,"feature_sha256":"d11d92c149592a70c0c14b110dc113dc36a070accf59f76626f996fb70a3b5c0","formula_version":"titan-u-contract-v1","latency_ms":32.820166000000484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.055782836434612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_278","prompt_sha256":"831bebaeb9befc92ab2ce7e163f99a165fe47bfc8ddad017ec074b9f564eb61a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070763749765792},"components":{"alpha":1.0,"bonus":1.070763749765792,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070763749765792,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5733,"eligible_count":122,"excluded_count":18,"feature_sha256":"d128f752d49ea1fb0d178c9eb52dfe90300fd119eefed24a8cc1770fb0270bc4","formula_version":"titan-u-contract-v1","latency_ms":27.2387500000022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374304164324586,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_7","prompt_sha256":"22b9bb74c7d6dbd83c7447538966f7802dc30fc031234192fb786fb8753853c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0800430546973578},"components":{"alpha":1.0,"bonus":1.0800430546973578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0800430546973578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6402,"eligible_count":122,"excluded_count":18,"feature_sha256":"18b90d9a113d6969e54e0c1eabc0c223a923d2d96456469c12f6930b7240de5a","formula_version":"titan-u-contract-v1","latency_ms":25.800541999998927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0467097213640244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_143","prompt_sha256":"70a4ca0c3691894394fd7fc5888f26254de5cbd501e6a3a5902b5cb66585073d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0882222063128928},"components":{"alpha":1.0,"bonus":1.0882222063128928,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0882222063128928,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6954,"eligible_count":122,"excluded_count":18,"feature_sha256":"69c17f0bf1c52c1cff523fe8115fed387703d7c991b2cc4cbb3a7349447def63","formula_version":"titan-u-contract-v1","latency_ms":26.098915999995143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0548888729795594,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_194","prompt_sha256":"4c6b2c65e6e4f4b24207fa0bdab16ea813b1b781f5bfd0e92bbb1b2a8e4a666b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776712305940062},"components":{"alpha":1.0,"bonus":1.0776712305940062,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776712305940062,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6236,"eligible_count":122,"excluded_count":18,"feature_sha256":"65bf31c9327e59c6bd92e7f95197f9d2605654553c77ad527cfc2e2b795aa26c","formula_version":"titan-u-contract-v1","latency_ms":39.93008399999809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443378972606727,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_39","prompt_sha256":"ce89721cb70d17bfd9895618c8ea3d9cb5e50dd18ae323b48b829bce24602c03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713310791954083},"components":{"alpha":1.0,"bonus":1.0713310791954083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713310791954083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5729,"eligible_count":122,"excluded_count":18,"feature_sha256":"426045336e6374c438353a017d2ad72656b183a2cccca11d961ee1f09aade52e","formula_version":"titan-u-contract-v1","latency_ms":45.77791699999523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379977458620748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_187","prompt_sha256":"b2630ffcfe0e28b617c116e40c80f35f67e3d797691de15443678325f9717590","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776423339865597},"components":{"alpha":1.0,"bonus":1.0776423339865597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776423339865597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6231,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee5e894aafb8465b6dc7ae390317aac95973c220f70dcfc5573e086a8eab0691","formula_version":"titan-u-contract-v1","latency_ms":28.415040999995256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443090006532263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_101","prompt_sha256":"b4ff323c7e0a11ebaa2ec853f05a93bdd716f8a9a677df1a0bd67469290c62ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078020190557672},"components":{"alpha":1.0,"bonus":1.078020190557672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078020190557672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6357,"eligible_count":122,"excluded_count":18,"feature_sha256":"a263c7139a8552bbdda6431b642c48e60e271ca70d10f8b2372c8c41bb1db8fa","formula_version":"titan-u-contract-v1","latency_ms":26.210917000000222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0446868572243386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_4","prompt_sha256":"ae97ed96a440295b7d6cf5e3ad7cebe7999ffc45fb598af881b0491af0335dd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660548766362827},"components":{"alpha":1.0,"bonus":1.0660548766362827,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660548766362827,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5144,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3c844e02be33983ef4fb1d35abb5117d1644ac33b1d3a68bab19cc9deb121a4","formula_version":"titan-u-contract-v1","latency_ms":23.646499999998127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327215433029493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_233","prompt_sha256":"3806814d347f1eae6e98cf8a44046a1e4c67f1e76a5e1087f8baaab5fa543e77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757436962399547},"components":{"alpha":1.0,"bonus":1.0757436962399547,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757436962399547,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6135,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b3d5fc5ba4dd4320d36854e90e2ba9405c2c364b39a67991437ced2ae3edd14","formula_version":"titan-u-contract-v1","latency_ms":23.88508300000325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424103629066213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_184","prompt_sha256":"ad3f207f5edba7b55c7855982263bc1094239ac345f5556701248e36d4837180","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647127693655223},"components":{"alpha":1.0,"bonus":1.0647127693655223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647127693655223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4900,"eligible_count":122,"excluded_count":18,"feature_sha256":"47f4e73a95f4a7b60db9b77d71d2d73dd88c66247bffba9ee35f30ff62f4f964","formula_version":"titan-u-contract-v1","latency_ms":22.307666999999753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313794360321888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_462","prompt_sha256":"2132b74c8e16b9c8147ff1a0b2a3ca94cb8d4db360eca361a0cf29f29b426aac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06662010355726},"components":{"alpha":1.0,"bonus":1.06662010355726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06662010355726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5235,"eligible_count":122,"excluded_count":18,"feature_sha256":"84a458259e539122e08bba5fc9d3d4822b1212344e90762afe71e079209593e8","formula_version":"titan-u-contract-v1","latency_ms":24.127583000002062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332867702239266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_356","prompt_sha256":"484b7af0b248e39b1ec85c883daa937f8884a02632d3124bd0a6ad4928b38706","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655694633621968},"components":{"alpha":1.0,"bonus":1.0655694633621968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655694633621968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"45193aa546ad03e21cde819dd87e7877c974a765fd239bba66ad0a1618add640","formula_version":"titan-u-contract-v1","latency_ms":24.510249999998734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322361300288634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_27","prompt_sha256":"b2182a3deada54806efa639d0003549a22ab127f154f9f82c03df6a3fb471d4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073298890250288},"components":{"alpha":1.0,"bonus":1.073298890250288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073298890250288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5911,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0f323c86c477db6585d0b463998e85e6c28430c6da22e9310d662721a30380d","formula_version":"titan-u-contract-v1","latency_ms":23.943834000000663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399655569169546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_19","prompt_sha256":"4ab9666e7c3abf014a9c721b2f6f600646c4e1dd4ed13fa991a9fd0fcfd7bcbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775414181424767},"components":{"alpha":1.0,"bonus":1.0775414181424767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775414181424767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6306,"eligible_count":122,"excluded_count":18,"feature_sha256":"635e49930a297efc0ebe8c46b1c6c8a1848e578aa9617290a977bcbeb5a1aec9","formula_version":"titan-u-contract-v1","latency_ms":25.12999999999721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442080848091433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_400","prompt_sha256":"c4fede43a8fd30e8381c946b1b69ddd8b09cd0be2a7ed4d6083276f0183af92b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067250907706337},"components":{"alpha":1.0,"bonus":1.067250907706337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067250907706337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5287,"eligible_count":122,"excluded_count":18,"feature_sha256":"634baae4f828d7271bd0aea8f53cf35cb2f608f8af7f4ff4dce3e7adb8c27127","formula_version":"titan-u-contract-v1","latency_ms":23.82754100000284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339175743730036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_119","prompt_sha256":"5b4cb2186d15af37d603b3f9dfeb443909b09d39387f1d2c29b586f77e852217","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700654514152395},"components":{"alpha":1.0,"bonus":1.0700654514152395,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700654514152395,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5668,"eligible_count":122,"excluded_count":18,"feature_sha256":"5414e0d42cd94f6bbac83ccbf61951a8ebbfc35201ab6863fcbb4bb08ee4944c","formula_version":"titan-u-contract-v1","latency_ms":23.219416999999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036732118081906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_420","prompt_sha256":"87733f62a6d902fc498d0ffc32a1affcfcb71b3688304c522a8b9596f7a19c60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0780934017108628},"components":{"alpha":1.0,"bonus":1.0780934017108628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0780934017108628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6262,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1f86d0d5d61121c82d6b06f7de85eea7a703695a893ef73143a69290187eea2","formula_version":"titan-u-contract-v1","latency_ms":25.954124999998385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447600683775293,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_71","prompt_sha256":"a8fb86b48610004440a4db7033301882ef5d7e1937e1516437145e8ce90658eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698861833449853},"components":{"alpha":1.0,"bonus":1.0698861833449853,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698861833449853,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5634,"eligible_count":122,"excluded_count":18,"feature_sha256":"56efb93b10f5d50eb1ca3670fe55c6c4476de4892175c7f7ccbed49ba2d9f697","formula_version":"titan-u-contract-v1","latency_ms":25.769083000000137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365528500116519,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_232","prompt_sha256":"65e05f683d36bd428d46a23ec6b6d7fa600811525a71219bfd8681260f52c9e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729147253218683},"components":{"alpha":1.0,"bonus":1.0729147253218683,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729147253218683,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5928,"eligible_count":122,"excluded_count":18,"feature_sha256":"640273a308297371fe772fe59a304d0d4a93b941c2708569b64cfba69b8dc1ef","formula_version":"titan-u-contract-v1","latency_ms":25.157833000001517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0395813919885348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_450","prompt_sha256":"3e7fb3493a62a0a6498768cda2d57c6ef0b793fecc6075cf754eb41320ec755c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740765801375616},"components":{"alpha":1.0,"bonus":1.0740765801375616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740765801375616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5997,"eligible_count":122,"excluded_count":18,"feature_sha256":"a63df56dece51cce7d38d7a86435351396bb81e7131c0fb42deebe25ea498241","formula_version":"titan-u-contract-v1","latency_ms":24.433666000000187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0407432468042281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_352","prompt_sha256":"8cd97d73b27b1cf7ace2d36443b0b9892baf63888af8ea464a3b750023a56501","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683606052323813},"components":{"alpha":1.0,"bonus":1.0683606052323813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683606052323813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5427,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a77d02a828748d93bd9cd7e943698745b17efc0839247bc6b807ebc34829f13","formula_version":"titan-u-contract-v1","latency_ms":23.479583000003856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350272718990479,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_28","prompt_sha256":"acf69798eee0fffc78e56a686754e1c8d9f50019a094e79ab6e261a75fee4d7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664100151032436},"components":{"alpha":1.0,"bonus":1.0664100151032436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664100151032436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5195,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fd13fb0a545915c31ce7940b45bb69a4c1dd401feca3555e60fed086803e501","formula_version":"titan-u-contract-v1","latency_ms":23.2170830000058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330766817699102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_401","prompt_sha256":"424662e896654de031394c4696ae45ff727a62ca8993fa179d56d9cec3f9993a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720657629082275},"components":{"alpha":1.0,"bonus":1.0720657629082275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720657629082275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5856,"eligible_count":122,"excluded_count":18,"feature_sha256":"97771b7c840040a0284197e2aafcd2602cfacf25e2b8d480ed93ef7aa005c38d","formula_version":"titan-u-contract-v1","latency_ms":23.110750000000735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038732429574894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_416","prompt_sha256":"d62df10810be53e360dfe46758de6d5b54e704e111e13a083ee363e0dbacdc39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076830654194289},"components":{"alpha":1.0,"bonus":1.076830654194289,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076830654194289,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6234,"eligible_count":122,"excluded_count":18,"feature_sha256":"db8377abbd93d71186cf46a9c692f1841f0fd1a9b18774eb15b8213a2877ca72","formula_version":"titan-u-contract-v1","latency_ms":25.857458000004385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434973208609555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_309","prompt_sha256":"47ca24e05b047a0b631833d4598c763d5f8eb9caf0b862be7015ed8420aa3113","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0867170888736406},"components":{"alpha":1.0,"bonus":1.0867170888736406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0867170888736406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6865,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa36799057a33725599fac9dc049d5e87f03a932a7136236be2c212976fe8f34","formula_version":"titan-u-contract-v1","latency_ms":23.279249999994533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0533837555403072,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_398","prompt_sha256":"e1a5c1888dbc3ba8c8a4d66590c5768d9e72e6a57a781c3e428a9965a9a5891e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683867657594792},"components":{"alpha":1.0,"bonus":1.0683867657594792,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683867657594792,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5467,"eligible_count":122,"excluded_count":18,"feature_sha256":"61c14f0f8ee9c6df405357c07d8a0cbec9bbb32a8f79fbf44e3cb0407a6769ef","formula_version":"titan-u-contract-v1","latency_ms":24.112125000002038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350534324261458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_133","prompt_sha256":"15e2e8453b42f7821bdb189ccd83b408dae331268c6ca87f2ebafb361f9bf8d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693624012992506},"components":{"alpha":1.0,"bonus":1.0693624012992506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693624012992506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5583,"eligible_count":122,"excluded_count":18,"feature_sha256":"d246698d5863deb7a54c17777fa41362cebeb510da7ecd0045636f3a65d22910","formula_version":"titan-u-contract-v1","latency_ms":24.49395800000076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360290679659172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_373","prompt_sha256":"9eb77b6bb2bc0353477df89a2d21646b5d5ee22a2e8da98b22f4efc1e37c121c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071918581475524},"components":{"alpha":1.0,"bonus":1.071918581475524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071918581475524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5791,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b6157001dc64b79186fa0393f5e2ac10910acf2d6d8929921ca6ef8072e610a","formula_version":"titan-u-contract-v1","latency_ms":23.501584000001685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0385852481421907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_164","prompt_sha256":"5e74586339ee15ba43bdc027352e64f24b1b3b337aeb7de8bf2df5df5ed1d77a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071114620967336},"components":{"alpha":1.0,"bonus":1.071114620967336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071114620967336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5751,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4224971d0ccdf19830b0181f425ca4de396bd4fdec245d0f47bb1802fc3987e","formula_version":"titan-u-contract-v1","latency_ms":25.76962500000235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377812876340025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_330","prompt_sha256":"fe24ead1a0576262e57fd80f4deab0f999093f9a2cb7dd8d06b366b9c3599964","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688596763899834},"components":{"alpha":1.0,"bonus":1.0688596763899834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688596763899834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"38ea98cbcc5c80ff6e686d60bf1eb96703c771149af81dd07adff6a6decc7023","formula_version":"titan-u-contract-v1","latency_ms":24.056874999999422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03552634305665,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_406","prompt_sha256":"402aecc47962d00f02fa7c4a7e00e3a8e8dd44f9eb7b6a78089a75842afacf4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0951128687548604},"components":{"alpha":1.0,"bonus":1.0951128687548604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0951128687548604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7356,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bb2b6c304f74ff9f6baaafb347ff5ef88c7e74e6df28046de2fae8c3565d7a7","formula_version":"titan-u-contract-v1","latency_ms":28.44375000000099,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.061779535421527,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_197","prompt_sha256":"5ce1f0760f30d613dd4945fe57b19a2aa5d4fa621a8795acb43a1b97d878655e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672818863824123},"components":{"alpha":1.0,"bonus":1.0672818863824123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672818863824123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5325,"eligible_count":122,"excluded_count":18,"feature_sha256":"6376bdadc01bb4fcfee9688a8c7d033cc961a725c2e82abb1ea6a8788bffb186","formula_version":"titan-u-contract-v1","latency_ms":23.823290999999358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339485530490788,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_393","prompt_sha256":"18d7cb2ab79fb692eb2fd4d2f6065d95c047dd7d3343637e3c3f947a6664c733","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688687945674153},"components":{"alpha":1.0,"bonus":1.0688687945674153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688687945674153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5487,"eligible_count":122,"excluded_count":18,"feature_sha256":"edfbd86a55c7658cd4d4a374f03824ea9a4f0f2f940510e2195b908d7a038f08","formula_version":"titan-u-contract-v1","latency_ms":22.424000000000888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035535461234082,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_24","prompt_sha256":"a3e5b1a67ed8e15409dc7c608c500ccc152636159ee60408815f5fcbadc3e05c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0819450114550646},"components":{"alpha":1.0,"bonus":1.0819450114550646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0819450114550646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6571,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dc1a81b44ce05d96f1f4130e0b85693505f87341cdc59fd69e6807cb956086c","formula_version":"titan-u-contract-v1","latency_ms":26.00854199999958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0486116781217312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_424","prompt_sha256":"59baf9c19ca7b85a0c7aceae849ffa682fb1fa11d6dc5bd465cf291977dfa1c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689420002974916},"components":{"alpha":1.0,"bonus":1.0689420002974916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689420002974916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5502,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4ba9542e4c2f2acc1d16941d70a481463cf22f93c9bd0033f1d40ac755b1c6b","formula_version":"titan-u-contract-v1","latency_ms":24.683291000002328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356086669641582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_9","prompt_sha256":"dbb315cc7c112f36128e360c3ed07864af5db522bea087b0ecb1fb5cde29339b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074482433546496},"components":{"alpha":1.0,"bonus":1.074482433546496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074482433546496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5999,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e2e4fd421e13071de5a2bb50ada7113c21445dbc171886c7aa065773896b282","formula_version":"titan-u-contract-v1","latency_ms":25.77458399999699,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0411491002131625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_17","prompt_sha256":"549e82ca02ce8f0a79dfcd11b1160cc1b89ea509855f615a8685dbbf1125fa47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669848032247224},"components":{"alpha":1.0,"bonus":1.0669848032247224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669848032247224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5293,"eligible_count":122,"excluded_count":18,"feature_sha256":"334a474204e8f245380466fae6a5989c90866c6c78ffd7072b28e0fb340176c4","formula_version":"titan-u-contract-v1","latency_ms":26.125582999995345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033651469891389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_375","prompt_sha256":"c4dc3077b822376b434738131302b3002d17144f39f21969937cf7113dfddd98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738763895346615},"components":{"alpha":1.0,"bonus":1.0738763895346615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738763895346615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5995,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d333746fbb0eeca07052aa5bef0b7b0b48063bd4dacb667c5290de1c2af3c3c","formula_version":"titan-u-contract-v1","latency_ms":24.967291999999475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040543056201328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_428","prompt_sha256":"7fead6f0500c9d58fc5cd72008f09c56eaddd38712bde576279150036c94e507","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669178154853354},"components":{"alpha":1.0,"bonus":1.0669178154853354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669178154853354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5269,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1c01e4c8ef81019df6f87701d8b0f632940fa7d28b66947afec5dc8fbeee568","formula_version":"titan-u-contract-v1","latency_ms":26.03429200000562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033584482152002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_5","prompt_sha256":"28e3f6e62671c52727291995fcf13474d7c23ef2119497af5a6f460701ee78f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656775426929104},"components":{"alpha":1.0,"bonus":1.0656775426929104,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656775426929104,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5077,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fdce6dd6efa208e6e1af8f4a6fb1da0a2f422d18a80cb0c9a0301ef764e36f1","formula_version":"titan-u-contract-v1","latency_ms":26.835209000005023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032344209359577,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_249","prompt_sha256":"39795e55035a39cf3afa0ce628e6e1bb5fe8f3c4542ff2c05a033e44cb08d112","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767745564009672},"components":{"alpha":1.0,"bonus":1.0767745564009672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767745564009672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6184,"eligible_count":122,"excluded_count":18,"feature_sha256":"613c7e3ea120e9a3c6411675c51c2bc242b2881c364a2c71d13c89f9b9923831","formula_version":"titan-u-contract-v1","latency_ms":25.22566700000084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434412230676338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_159","prompt_sha256":"d867bd99f32a39fda3ea84d36818e3db6f66bae7feab8a6a657dd5e8a9a1dde6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743420988272312},"components":{"alpha":1.0,"bonus":1.0743420988272312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743420988272312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5987,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2d0e95ed7509102360782686e701738807d23117499dc1aec437e9f4c02d09b","formula_version":"titan-u-contract-v1","latency_ms":28.946875000002592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410087654938978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_36","prompt_sha256":"5966d7621c9b796cc304ea6db1ac4c405087bb042d785db9d35be13c3b89b02f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754222426563438},"components":{"alpha":1.0,"bonus":1.0754222426563438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754222426563438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6127,"eligible_count":122,"excluded_count":18,"feature_sha256":"636c9a7d6706d4470bb68f4edc0bc1d0b91734bfd152e0c49c252fb893485079","formula_version":"titan-u-contract-v1","latency_ms":27.703750000000582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420889093230103,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_342","prompt_sha256":"6347406502b1710ba87dcfbdeaa8aadb4382454d37c8b7d13871d9031044f70b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804344069921599},"components":{"alpha":1.0,"bonus":1.0804344069921599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804344069921599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6524,"eligible_count":122,"excluded_count":18,"feature_sha256":"61d3886d8ade684357e171afbf63793a319a0e3f4e39bde5bab590e36aea4752","formula_version":"titan-u-contract-v1","latency_ms":27.43841699999905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0471010736588264,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_259","prompt_sha256":"5ef8adc452f7594b600ac62c74126909af6e4399c032767671dd258b903d4800","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0790611660142349},"components":{"alpha":1.0,"bonus":1.0790611660142349,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0790611660142349,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6439,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cd735b94df39699fd7066df4ffd6db31d18b0ea7acac97a3c9f70c0bb3a7480","formula_version":"titan-u-contract-v1","latency_ms":27.01883299999963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0457278326809014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_288","prompt_sha256":"15249fcadde23d6b1fe5bcc9d8db0edf92a78abbd7f3f5c118b674884bd6b7d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685717139305626},"components":{"alpha":1.0,"bonus":1.0685717139305626,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685717139305626,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5452,"eligible_count":122,"excluded_count":18,"feature_sha256":"e11ad1e50dab9fdac5d2add5886d225331636abc2e74765e1f6c821f3e33ea44","formula_version":"titan-u-contract-v1","latency_ms":84.6176670000034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352383805972292,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_144","prompt_sha256":"a2c43b1b58245e5fa660b8fca47d54069db17ff4f386d8d7c18528b071540dca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0847805221564406},"components":{"alpha":1.0,"bonus":1.0847805221564406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0847805221564406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6735,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6d659cc2e46f3e7e7a22b2dd5b0157401e28206d591e754de514e6fc35f7528","formula_version":"titan-u-contract-v1","latency_ms":31.209167000000093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0514471888231072,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_156","prompt_sha256":"1a7ecc88d582d8fede2e16cd118b3a901c940dbab2219c1334d780f1e07e3211","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701761537242362},"components":{"alpha":1.0,"bonus":1.0701761537242362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701761537242362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5617,"eligible_count":122,"excluded_count":18,"feature_sha256":"81511455c13b0dc7d594af564d6c8a54bdfda86af90ba357442fcd253235fd03","formula_version":"titan-u-contract-v1","latency_ms":33.694874999994795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368428203909028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_25","prompt_sha256":"a197aa9f6b0cc3fe438d812b2e78145885442c152067c61d32096e0a763b4602","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684656383396238},"components":{"alpha":1.0,"bonus":1.0684656383396238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684656383396238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5441,"eligible_count":122,"excluded_count":18,"feature_sha256":"29dfdce9329f46e27e2189562f299360e5f51247b3c1379f24e4405f8b4e7335","formula_version":"titan-u-contract-v1","latency_ms":31.653499999997337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351323050062904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_145","prompt_sha256":"afe5c9bd86c7145f031dbbda1796831b7ea346f0938f8db6d51096aa1b7ad5dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707742671777276},"components":{"alpha":1.0,"bonus":1.0707742671777276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707742671777276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5734,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0a4fd030c07315d9984373e9e8d6ab0524ab98ddbc2717ce73139acfe377be1","formula_version":"titan-u-contract-v1","latency_ms":30.710167000002286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374409338443942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_229","prompt_sha256":"3e09f2d73ef89c1d3696a9d8d6bb9fa7347c950cb697fccf21a7e5dabee2bec9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720657629082277},"components":{"alpha":1.0,"bonus":1.0720657629082277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720657629082277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5831,"eligible_count":122,"excluded_count":18,"feature_sha256":"97908603191bf353fc5e830fef2e8bef0d27d72d9f79a19c81c202e37af516a3","formula_version":"titan-u-contract-v1","latency_ms":25.399374999999225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387324295748943,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_44","prompt_sha256":"93a83cf67b1e0e2445144976703e445f14d68d841be0f39ebc642d7b86f2feed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0931091872784253},"components":{"alpha":1.0,"bonus":1.0931091872784253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0931091872784253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7123,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfceb5e8de4f35c4a24474897a9993f0d6bb483c85ccb3d43fe08af345fc0f95","formula_version":"titan-u-contract-v1","latency_ms":30.075041000003466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0597758539450919,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_464","prompt_sha256":"39c5b471dc9ba466906e430ef105a71e094c8eb850f767b5d6127ace350e220b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663619372661421},"components":{"alpha":1.0,"bonus":1.0663619372661421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663619372661421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5197,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd31cba01e52aacf421fe404e826e1512ccdf6bcb401a7899f96f7fbfde513dd","formula_version":"titan-u-contract-v1","latency_ms":39.507624999998825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330286039328087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_338","prompt_sha256":"b0ed25f3a3fd0c68495cf5e984e523d8f8fc644b7e519c2897ee657aad20b409","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656292155341838},"components":{"alpha":1.0,"bonus":1.0656292155341838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656292155341838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5067,"eligible_count":122,"excluded_count":18,"feature_sha256":"26f0ecc34580e22a2268db36caae8378307e20887d49d464a32b0d5e0edeeaac","formula_version":"titan-u-contract-v1","latency_ms":28.604624999999828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322958822008503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_360","prompt_sha256":"358b3ef23f125ac7c4b0759a0492840bbd98665bb70a7198797b7a7916933b3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671739695335527},"components":{"alpha":1.0,"bonus":1.0671739695335527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671739695335527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5279,"eligible_count":122,"excluded_count":18,"feature_sha256":"63186acc503e21499daafb0d2a16fa21479f718d7fc8544891464b259119cbdc","formula_version":"titan-u-contract-v1","latency_ms":28.540625000005093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338406362002193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_56","prompt_sha256":"cbf74941ce85a8d8a80ad2de4874cef70aed3b7b701ba7d471f4a6cb3e71ae8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776278962668422},"components":{"alpha":1.0,"bonus":1.0776278962668422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776278962668422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6321,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d9c87bd520ab858280c15ba9ce374a075a6a8543faf201e767744bd4f7db6ff","formula_version":"titan-u-contract-v1","latency_ms":25.532124999998018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442945629335088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_268","prompt_sha256":"7ace377a6611c1c97dbb89eb4e547f30433bbd7b8d217b3d710e8c5c3e39b702","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0883354872522075},"components":{"alpha":1.0,"bonus":1.0883354872522075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0883354872522075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6945,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ffb82fb53bbeba4d6aa6cf2d4f7bbfb1f2cdb8a680f98eaa3f1ef08c33a143c","formula_version":"titan-u-contract-v1","latency_ms":27.235249999996824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.055002153918874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_296","prompt_sha256":"9b37b29bd4e4ca7e9dd7eedc140b3c23d58ac957e1058c1160faf607568c34d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761512585366426},"components":{"alpha":1.0,"bonus":1.0761512585366426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761512585366426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6208,"eligible_count":122,"excluded_count":18,"feature_sha256":"0894683a62075ba9cc821d35528f75d52ff0e28bdcbecbcf319ff41e58fe5f46","formula_version":"titan-u-contract-v1","latency_ms":28.011541000005025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428179252033092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_234","prompt_sha256":"2b5e31ae2be98921e5a987828baaf1b288d871e357fcc1cb5ff9330a101f5124","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753557877802584},"components":{"alpha":1.0,"bonus":1.0753557877802584,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753557877802584,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6120,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb3d0509105f6d3534fa7eee61ffe5ed0dfb018281f8193fb194122534f92368","formula_version":"titan-u-contract-v1","latency_ms":24.4981670000044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042022454446925,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_112","prompt_sha256":"a58497dc2ff3650d3555540d0690d2b4159434fae8ff9e1baff1c5ff2aefd0b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067281886382412},"components":{"alpha":1.0,"bonus":1.067281886382412,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067281886382412,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5291,"eligible_count":122,"excluded_count":18,"feature_sha256":"10898c15f767391068d9d53be1a3f6b0df68304cc620a6ad09c04769cfadc14b","formula_version":"titan-u-contract-v1","latency_ms":21.90016700000541,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339485530490786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_32","prompt_sha256":"51c9ade3285aed4c497d935eafceaf1450dbbc18868b789c1e85360ba5a1f239","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070879836863128},"components":{"alpha":1.0,"bonus":1.070879836863128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070879836863128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5716,"eligible_count":122,"excluded_count":18,"feature_sha256":"109d61cfb12c3b75e6e3c9e561ded8857ce955ce2ee0e491c2baf6ab0d5306a9","formula_version":"titan-u-contract-v1","latency_ms":23.937750000001756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375465035297946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_324","prompt_sha256":"528bfe9634938bc6b1d42675e06cc9ed5e9b02c605e6a673184cad822b0d5756","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071429422693114},"components":{"alpha":1.0,"bonus":1.071429422693114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071429422693114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5769,"eligible_count":122,"excluded_count":18,"feature_sha256":"903eb48662fc202d1443f8b93499af328d8b36e7f74eb221ea588af540e1551d","formula_version":"titan-u-contract-v1","latency_ms":25.753999999999166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380960893597806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_65","prompt_sha256":"7d9d7044ddf5a94fa8b180cf077489fd3d0404156962128725a6f8509c5ebd0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696507936296311},"components":{"alpha":1.0,"bonus":1.0696507936296311,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696507936296311,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5613,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba1ab904732c6fc7b44d4b363388d1ffd29ed2492eb6c82d23a54bb73a8d614a","formula_version":"titan-u-contract-v1","latency_ms":25.220582999999408,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363174602962977,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_212","prompt_sha256":"747df4a9272bd400702de44cd7afe50b4f462884a70dba40a9a419e7eb173d58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697287952151702},"components":{"alpha":1.0,"bonus":1.0697287952151702,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697287952151702,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5579,"eligible_count":122,"excluded_count":18,"feature_sha256":"31c6c3055c6660244d7371d0924c23bcb5b365feb1b2f43384f6f03a72431481","formula_version":"titan-u-contract-v1","latency_ms":26.377125000003332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363954618818367,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_111","prompt_sha256":"b6768637b5db35fa1e1929b2e989ac6e559a460f08f712d795598f368dc31868","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066173194771844},"components":{"alpha":1.0,"bonus":1.066173194771844,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066173194771844,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5154,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dfade16240f352fdcb1392affdd4290e51bd3c1be766c52437fc0149bbfb492","formula_version":"titan-u-contract-v1","latency_ms":24.779958000003433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328398614385106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_418","prompt_sha256":"9159a3a09bd31dde1c0a5788287db5a20909149c91e0fbf5b98ab65032057f75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748305426031126},"components":{"alpha":1.0,"bonus":1.0748305426031126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748305426031126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6038,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe4433ee2efd9ccd8710aa91b63bd1a0cdb4b219102273e8fde2faed1876f27d","formula_version":"titan-u-contract-v1","latency_ms":28.565583000002448,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0414972092697792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_175","prompt_sha256":"ed95daae1aaca55de48b9267a9038d6a62c2d2ceb4da1acb54ef5c1082e536d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.082874246075},"components":{"alpha":1.0,"bonus":1.082874246075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.082874246075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6650,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c19f1016f88c5fd31d4fdce742100100cdc21c1a69788376bfca2163a596cd8","formula_version":"titan-u-contract-v1","latency_ms":29.865832999995234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0495409127416666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_371","prompt_sha256":"288334ee3bb91c918d22478962f3f13241c7544b0c35c4c29679dc6dd9c7d499","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085990460938769},"components":{"alpha":1.0,"bonus":1.085990460938769,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085990460938769,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6853,"eligible_count":122,"excluded_count":18,"feature_sha256":"89179f06c9879537fcc3001dd78b672f10fb17ae7c5c93c0de539f8ff896bb0a","formula_version":"titan-u-contract-v1","latency_ms":27.256375000000332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0526571276054355,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_367","prompt_sha256":"71e461a745d5f8b172ffb141bd34eb7c805a34994efd196ad4e942a36a538722","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690526764383503},"components":{"alpha":1.0,"bonus":1.0690526764383503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690526764383503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5502,"eligible_count":122,"excluded_count":18,"feature_sha256":"acd29f0ccb5925edf4d499f793a97742c4f80a1d293b61b44653c86a39ce4c2c","formula_version":"titan-u-contract-v1","latency_ms":23.485167000004026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035719343105017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_148","prompt_sha256":"cce51f3918d47e3fe02883f6422655826c7361132c4e89b1d949d2f12520dccf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0836367587895863},"components":{"alpha":1.0,"bonus":1.0836367587895863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0836367587895863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6685,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4b4d84b33ff1a8c4578e69719bad26023d98f923d3adbcb497664e7ba81063b","formula_version":"titan-u-contract-v1","latency_ms":25.54016700000261,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0503034254562529,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_285","prompt_sha256":"d156f486359c9a7edba9fa7711c3baef5f0ea5f4322811977296ff27f4b6c286","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660940536603691},"components":{"alpha":1.0,"bonus":1.0660940536603691,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660940536603691,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5147,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ec972f988b2d523e8d671bf00bf3d823df86f2e3366f69ac1c39b7b234a8ffb","formula_version":"titan-u-contract-v1","latency_ms":24.294541999999808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327607203270357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_264","prompt_sha256":"23b443083aafdede48970b3bcf046cc2a73dd565db0e97f015017c231c8ad023","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750523824446883},"components":{"alpha":1.0,"bonus":1.0750523824446883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750523824446883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6056,"eligible_count":122,"excluded_count":18,"feature_sha256":"458edc19f9c8506cf61f2806dd18f93b418b2a03981ba3d5e96e47f3498953d8","formula_version":"titan-u-contract-v1","latency_ms":24.54070900000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417190491113548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_161","prompt_sha256":"562cb311da50484651e26f0708f705d0b045e90b9100b81dc0a1b3683f6792ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065888141997086},"components":{"alpha":1.0,"bonus":1.065888141997086,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065888141997086,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5112,"eligible_count":122,"excluded_count":18,"feature_sha256":"583a79ece111765ea2b0ffdc9a593cd2b13bbab0c381221a62e25ce9473186ad","formula_version":"titan-u-contract-v1","latency_ms":22.66008399999464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325548086637526,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_326","prompt_sha256":"31837eb2965fbc79d9dbc56904b3849f2513dd60b1bd5c0c20eb94c960c9349c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680180278499516},"components":{"alpha":1.0,"bonus":1.0680180278499516,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680180278499516,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5389,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b66526f034123f4af8f7c63a4a7f05d0ff4a916d3ffc9030354bac612c24e52","formula_version":"titan-u-contract-v1","latency_ms":24.13129199999986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346846945166182,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_510","prompt_sha256":"89677b01df9fdfb812a6dd5363602eeb60cca7362d60e26f031c3337a134cb54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073045956611365},"components":{"alpha":1.0,"bonus":1.073045956611365,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073045956611365,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5920,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d447c9d2f08e167f83c67cf5af97d92ca03df78678a662848494c1084af43bb","formula_version":"titan-u-contract-v1","latency_ms":24.167750000003707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397126232780316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_202","prompt_sha256":"6bde563c57c1ee1b919d820c95d1798b50f718bf94275ad79d5df8421a143ca6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069505785398097},"components":{"alpha":1.0,"bonus":1.069505785398097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069505785398097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5583,"eligible_count":122,"excluded_count":18,"feature_sha256":"1641942f212530a68f49a470b0acaa13fee129b5eb64d9b81406a0223147aa64","formula_version":"titan-u-contract-v1","latency_ms":23.93816699999718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361724520647635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_377","prompt_sha256":"3a87c8baf6125ab9e82778452586433928329130e58ad265874a5e34ce8510ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699357457342944},"components":{"alpha":1.0,"bonus":1.0699357457342944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699357457342944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5614,"eligible_count":122,"excluded_count":18,"feature_sha256":"f296afb09059d02c8a3b61d5533ef8007eca4b22eae6edd16055f911e56210ad","formula_version":"titan-u-contract-v1","latency_ms":23.95024999999862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036602412400961,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_158","prompt_sha256":"c49ea572e94ea662040493cf64f4d2980961827c381fd3b5f8755fa911e0eb58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694291117226984},"components":{"alpha":1.0,"bonus":1.0694291117226984,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694291117226984,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5566,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5c82c1a306ba69362f2702eb197e1f606884e11a049e85d04292852acfc2998","formula_version":"titan-u-contract-v1","latency_ms":24.138250000000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036095778389365,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_222","prompt_sha256":"8547d3ea50b0650beddaaf508fb0b8551d1065b9b5c313181d8a4d3108f063ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742532435371093},"components":{"alpha":1.0,"bonus":1.0742532435371093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742532435371093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5982,"eligible_count":122,"excluded_count":18,"feature_sha256":"25b1b0d8c9e3162eacc76e23996fda21b1b1d66c918e143720650eba6a2c5c76","formula_version":"titan-u-contract-v1","latency_ms":26.66745799999859,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409199102037758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_189","prompt_sha256":"2f95c0c13eb76269f585aa7a4dd06b81bc3b04adbcb34326aac20cb91718225e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663687836825024},"components":{"alpha":1.0,"bonus":1.0663687836825024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663687836825024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5163,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf187fa8c85d4aad60ad9c61c5639c19f6abcf9c04d38f6cb44d028c6886880d","formula_version":"titan-u-contract-v1","latency_ms":22.944250000001887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033035450349169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_97","prompt_sha256":"531e4596e69cc38bc224411172995d80e7186abd971ebba9fac1930bf6ab5182","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677114691010856},"components":{"alpha":1.0,"bonus":1.0677114691010856,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677114691010856,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5346,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ec2c276f1482fa64147cffc58bc34f02d1a84c60184fa7cf28652ec81ec42c1","formula_version":"titan-u-contract-v1","latency_ms":23.15720800000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343781357677522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_457","prompt_sha256":"762ca2353a0f5517c24c58c2ea15971d6f2715f72c0f6ac7aad0ec9ae37996ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746107580189217},"components":{"alpha":1.0,"bonus":1.0746107580189217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746107580189217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6091,"eligible_count":122,"excluded_count":18,"feature_sha256":"38621393667fd0f6a30444609fc9e05dc5b442b7da65ea9da2e6554480d31f32","formula_version":"titan-u-contract-v1","latency_ms":24.111167000000933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412774246855883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_2","prompt_sha256":"b30bedc498b48fce04b9c85a8313bf2bee9d7995be20b6dcdd70a157b968a5b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707532395468153},"components":{"alpha":1.0,"bonus":1.0707532395468153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707532395468153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5676,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4634074e5944be0a3fc07d9986e8a9cd281df3219bcfabfb65fdafc9d1f5b6a","formula_version":"titan-u-contract-v1","latency_ms":31.331833000002973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037419906213482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_82","prompt_sha256":"1becb5bd067d9142710882f41f976ed4707d5c60ecb43941f7f0649da56e251d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0822743738592817},"components":{"alpha":1.0,"bonus":1.0822743738592817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0822743738592817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6593,"eligible_count":122,"excluded_count":18,"feature_sha256":"4834a7ca92357348a0302afa2e93476a856bb1625b12b5c52ad465f814d0dce4","formula_version":"titan-u-contract-v1","latency_ms":24.013416999999038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0489410405259483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_318","prompt_sha256":"4dd5573aa18a659dda20247b3b576d2737e33a4794388d675865af1642d58b94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690526764383503},"components":{"alpha":1.0,"bonus":1.0690526764383503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690526764383503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5508,"eligible_count":122,"excluded_count":18,"feature_sha256":"c212b16b910fdcb02f8d94121d52846bfe1df8b0a0045698ee52e6e126fe136c","formula_version":"titan-u-contract-v1","latency_ms":24.345875000001627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035719343105017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_170","prompt_sha256":"deb84e8b4993e200d9b9d20d1ef433daa455d1ee930396cec5c9f70048dbdeef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759602687831926},"components":{"alpha":1.0,"bonus":1.0759602687831926,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759602687831926,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6204,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf2292bc63121ea66e05995cb532d53729b6da836544ea1b6c84554c8e90fa9a","formula_version":"titan-u-contract-v1","latency_ms":23.234708000003934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0426269354498592,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_331","prompt_sha256":"1043720c3487b5729fa6f627662dced674776ee9b410553d9d17aaa4985de052","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666915886574244},"components":{"alpha":1.0,"bonus":1.0666915886574244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666915886574244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5257,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b75886f12dc595c793887153d75d76263aed8d82b103856ff8dd8d29fce5eda","formula_version":"titan-u-contract-v1","latency_ms":23.098707999999135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033358255324091,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_129","prompt_sha256":"cfd8b931895d594aa7a3656960a10b1e70c67e19b1cd82b02ebc4999b051b6b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750130849494344},"components":{"alpha":1.0,"bonus":1.0750130849494344,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750130849494344,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6042,"eligible_count":122,"excluded_count":18,"feature_sha256":"f19c425f264af67bfde4b7f4604a23ed810fa3a3b6b45907b2217e2eb1e71dc2","formula_version":"titan-u-contract-v1","latency_ms":26.148791999993648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041679751616101,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_467","prompt_sha256":"80cf428bcdf3f11c8f5fb20a952b7957bc15554888e71b010131ab63e6f97d21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699556211591208},"components":{"alpha":1.0,"bonus":1.0699556211591208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699556211591208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5632,"eligible_count":122,"excluded_count":18,"feature_sha256":"09b877754e5455cbc8b0140540e1504db12bb1533901f16f89d508f5855f314b","formula_version":"titan-u-contract-v1","latency_ms":24.26579200000134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366222878257874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_163","prompt_sha256":"66436daff9e2b840ae57a3c526af96194b6f1d893a7cca4d0972054ac1542a34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723984545459306},"components":{"alpha":1.0,"bonus":1.0723984545459306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723984545459306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5920,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3ae3a1b2ca014674fb0642afa6feb44b04c6835caba3de72c336e26bd9bedec","formula_version":"titan-u-contract-v1","latency_ms":25.3690839999976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390651212125972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_241","prompt_sha256":"55b55105996e8f0cf73d3cf69c8c7ee4e5d7b449bad2187ebcc2adfd1d61ee27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664238171629978},"components":{"alpha":1.0,"bonus":1.0664238171629978,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664238171629978,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5200,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdb9d0c420de73c541b003903d019b08aac1ffd900ba846216d0db60585d6bb7","formula_version":"titan-u-contract-v1","latency_ms":22.974834000002886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330904838296644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_280","prompt_sha256":"474cfd10dcfab760d34a35cf0c0dfa5ea20af5ca2203f086a2900e9a4b00a43d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078284575147025},"components":{"alpha":1.0,"bonus":1.078284575147025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078284575147025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6300,"eligible_count":122,"excluded_count":18,"feature_sha256":"b001ea6d33b3e94b7b136fb9f87d00b028e18a2b8c2071c4ca92ddd15c96a39b","formula_version":"titan-u-contract-v1","latency_ms":24.893292000001566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449512418136915,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_495","prompt_sha256":"fbb07b5fbdfee6accebc57b0846a1d2cc3cbcc7bac1faac6e15a80da9f9f1113","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0782256257388803},"components":{"alpha":1.0,"bonus":1.0782256257388803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0782256257388803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6326,"eligible_count":122,"excluded_count":18,"feature_sha256":"7096ebbdd3fa314e699bb90e6aef63c659d79f413a5dcfab1e70bf0bc599bec3","formula_version":"titan-u-contract-v1","latency_ms":24.2270419999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448922924055468,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_117","prompt_sha256":"eb7343128c7400499796f854c99660c9eefd3c064799ee6e70fcdc14abef0d11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657509089838957},"components":{"alpha":1.0,"bonus":1.0657509089838957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657509089838957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5073,"eligible_count":122,"excluded_count":18,"feature_sha256":"34f9118f9fb153b15cfa8c574de6d3962af6bb71f0f5cc82b6a137bff8bc1b36","formula_version":"titan-u-contract-v1","latency_ms":23.496082999997725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324175756505622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_486","prompt_sha256":"965d4e5715272b9f5d16b382c7d48703e802c6767e8ff92f697c37adc7219e50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748565347582437},"components":{"alpha":1.0,"bonus":1.0748565347582437,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748565347582437,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6027,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a85d7be9392d62cd848a881e439ade6e16648e518c3096c3c0379adbf9bd819","formula_version":"titan-u-contract-v1","latency_ms":25.3004580000038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415232014249103,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_75","prompt_sha256":"1eaeeffa0482406264dbb5a434de7ca9f33ae3a1c71cf1c7afd5f8b44dfcff51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0796560831174435},"components":{"alpha":1.0,"bonus":1.0796560831174435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0796560831174435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6439,"eligible_count":122,"excluded_count":18,"feature_sha256":"5909356a6760e8b94897cd9f4dfbf9671980969f8b9d1306a16ce3a11cea8566","formula_version":"titan-u-contract-v1","latency_ms":26.135875000001363,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04632274978411,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_323","prompt_sha256":"1800095a6369b0d73c01fb0cf6fbd9f9884fe1993ff3dd10727ec45772735424","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685097098295364},"components":{"alpha":1.0,"bonus":1.0685097098295364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685097098295364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5448,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8321fc515fab4debe7553644e4f2fa0cdbb94a7d3f1ef87adcfa8dea4353e51","formula_version":"titan-u-contract-v1","latency_ms":24.70866699999874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035176376496203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_155","prompt_sha256":"54a90d352bbd42d614e21115a18abedca2f3233b9ca25175285328bfb2de86e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714513557845264},"components":{"alpha":1.0,"bonus":1.0714513557845264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714513557845264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5742,"eligible_count":122,"excluded_count":18,"feature_sha256":"65e831b2c70e079e4e0b2fc1f92f1615355bc623e1501f4d16c4e74273c9a083","formula_version":"titan-u-contract-v1","latency_ms":24.226082999994958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038118022451193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_173","prompt_sha256":"4e01fc3084eccdf69a9339884ea21013b69262e54a7ae5971a6a25297e7aa928","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079872247218392},"components":{"alpha":1.0,"bonus":1.079872247218392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079872247218392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6451,"eligible_count":122,"excluded_count":18,"feature_sha256":"9be9b0dbb6897074f703bed70b0f749710a725e6c7175b204d15a0090290d596","formula_version":"titan-u-contract-v1","latency_ms":24.56737500000372,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0465389138850585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_385","prompt_sha256":"2962abce97b0023b7d7657a9e028df8222f2f12ee255933bf1034c4d2f60945d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742912816422276},"components":{"alpha":1.0,"bonus":1.0742912816422276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742912816422276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5984,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e508eb911a1e96bf096a351c35156266c23b3d61dc529b27e2c3fd59acceec7","formula_version":"titan-u-contract-v1","latency_ms":24.2986669999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409579483088942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_153","prompt_sha256":"b6d85d6e7fb4612894a0aa560796c59b9b9ce6e7f43496de5c3fa2892bfcc8e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738639382214588},"components":{"alpha":1.0,"bonus":1.0738639382214588,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738639382214588,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6000,"eligible_count":122,"excluded_count":18,"feature_sha256":"e20e38a37c51d4f42fbbe473ace452c16df14f1ee82cbe78d1bfa1a0cc234db3","formula_version":"titan-u-contract-v1","latency_ms":25.665457999998864,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405306048881253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_441","prompt_sha256":"95d0574e60deaff3d44fa2e500152a91e57441041b4d778b32dc94d27b4d9233","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685008810536845},"components":{"alpha":1.0,"bonus":1.0685008810536845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685008810536845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5463,"eligible_count":122,"excluded_count":18,"feature_sha256":"7736ce063f43f0f5c2043aa02417331c97f861e35d3d9639db0cfa13e78243cd","formula_version":"titan-u-contract-v1","latency_ms":22.648832999998092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035167547720351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_397","prompt_sha256":"e1a69771eeb38d3bbd1c271164fcce339cfbab2ffad638869cbb920450f06c7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701660538498217},"components":{"alpha":1.0,"bonus":1.0701660538498217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701660538498217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5646,"eligible_count":122,"excluded_count":18,"feature_sha256":"58eaa91fe982aad8aaa887ffc85d01d44671644db15802a86dcfa84290fa8a68","formula_version":"titan-u-contract-v1","latency_ms":25.254374999995832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368327205164882,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_426","prompt_sha256":"83801f73fbe17186777be133abc64408c91f4c3c76233342ed3d8cb86bf8032d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756092604891423},"components":{"alpha":1.0,"bonus":1.0756092604891423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756092604891423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6191,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d1962ae8ed93c967e40b705641a60d2f66537d035cee409d053f4ae25db7912","formula_version":"titan-u-contract-v1","latency_ms":23.87241599999612,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422759271558089,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_432","prompt_sha256":"b8279d0d5ce46cec043b1b06abcb878d902ab46cd3cd4eec79eb740a7d0bdc8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708164087508183},"components":{"alpha":1.0,"bonus":1.0708164087508183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708164087508183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5683,"eligible_count":122,"excluded_count":18,"feature_sha256":"f84f70f33ad4846adc46b870bdfc04344c40e92a5bbce4e36b7021127c36f59a","formula_version":"titan-u-contract-v1","latency_ms":24.690416000005655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374830754174849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_165","prompt_sha256":"e5c82629ccc2ea8879bd4a10491c6b4cae305392f6389475ab50cc9c9154dd31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4882,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f1a23976bb9c02d2342a930594ee35faf404101684bf19c3ae3d4a3d0cf4ac8","formula_version":"titan-u-contract-v1","latency_ms":22.501040999998168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_346","prompt_sha256":"d806789409a4fb2d837a4ad025592496fe48ae76f7ece1036b9a944da1a4596a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0782698272290197},"components":{"alpha":1.0,"bonus":1.0782698272290197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0782698272290197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6315,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b50e63c92807843d9edfd71c302e4b36bc7326d63fa300715960f3610d38f57","formula_version":"titan-u-contract-v1","latency_ms":24.04645900000446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449364938956862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_260","prompt_sha256":"252b00af8f14ec233040e688695b0eef972c0992fc99aa89b9c7dc543e96d2ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0766208710590743},"components":{"alpha":1.0,"bonus":1.0766208710590743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0766208710590743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6166,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfbee6c1d7b11c0e79556870f9393fdcc27ca3cb68d407f90100aa2233e0dafd","formula_version":"titan-u-contract-v1","latency_ms":24.44387500000289,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043287537725741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_93","prompt_sha256":"adb4418b2cf10ae1e1fc26115ca6af7a2acf017e7b6a695e9e6818a62464a727","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807824169612033},"components":{"alpha":1.0,"bonus":1.0807824169612033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807824169612033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6539,"eligible_count":122,"excluded_count":18,"feature_sha256":"233e671e0aeab61c04aa8c385f1d0c3233bf601b814973b93a3e1f6ba99f8b17","formula_version":"titan-u-contract-v1","latency_ms":25.484458000001098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474490836278698,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_341","prompt_sha256":"76179c23ebaeb04642a7b5e2365eb8d726ac562ca6962c6ac18b7b88159c436b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066451508654988},"components":{"alpha":1.0,"bonus":1.066451508654988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066451508654988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5233,"eligible_count":122,"excluded_count":18,"feature_sha256":"915c9f2f377960b1d93c7d086e4438c91760d6dbb7fe1c0c92d6d05b6b09a02a","formula_version":"titan-u-contract-v1","latency_ms":23.715000000002817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331181753216545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_456","prompt_sha256":"b850dda189a049dc4bc91079d0227fd241206bfaa386d2fea832c7d6a0d1d3c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670977579397305},"components":{"alpha":1.0,"bonus":1.0670977579397305,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670977579397305,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5289,"eligible_count":122,"excluded_count":18,"feature_sha256":"8331d2d0350b4375aafcd42e5902e92509734c8861e8bd84ba2c04f2a285b993","formula_version":"titan-u-contract-v1","latency_ms":25.51045900000304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033764424606397,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_379","prompt_sha256":"ee1f46bc03880a33c72a2921496afd3f1e1a468832f724495b8406e2da63c39a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734204420042035},"components":{"alpha":1.0,"bonus":1.0734204420042035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734204420042035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5948,"eligible_count":122,"excluded_count":18,"feature_sha256":"216771a0848ce5e32c72f68bf4443a9b77f30044c8ffc1216fdf7140474c28f3","formula_version":"titan-u-contract-v1","latency_ms":27.33145899999556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04008710867087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_291","prompt_sha256":"0b5320ed80aab4ce6d8426a7665c9f50c1321d7c904bd03f39fa9217b6963af9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0736656871729207},"components":{"alpha":1.0,"bonus":1.0736656871729207,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0736656871729207,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6013,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c94ac97d9e3a3bc0c56a5e7be4704c14f7411db8dfb459f8ac4dc0b2aa5ad89","formula_version":"titan-u-contract-v1","latency_ms":31.319500000002165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403323538395872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_382","prompt_sha256":"6141ebed28755d3778247047139d6c8d1fefa1415a6862adaa34fc6ef757baf6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06939094815694},"components":{"alpha":1.0,"bonus":1.06939094815694,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06939094815694,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5583,"eligible_count":122,"excluded_count":18,"feature_sha256":"78a87d3c0ac21e746c5458af324de273adee2454333a1e90068fcf675d8c0c0f","formula_version":"titan-u-contract-v1","latency_ms":24.26716699999787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360576148236065,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_251","prompt_sha256":"5e27ea3c0da2057020ba65054432f72eebad1d602499044439a696b9154c4f7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0813591888510035},"components":{"alpha":1.0,"bonus":1.0813591888510035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0813591888510035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6490,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4eb42ba4b66ff749609ad35ffee38668572f96b909fe62f189556dacff9295a","formula_version":"titan-u-contract-v1","latency_ms":43.48179200000146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04802585551767,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_487","prompt_sha256":"179eb673d10c2d633ec5aa2a7501aeede3d36798609f50fc08c339d7a68afede","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706589712940813},"components":{"alpha":1.0,"bonus":1.0706589712940813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706589712940813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5764,"eligible_count":122,"excluded_count":18,"feature_sha256":"86c4cb7d4bc7ba2aecafc6c5061b87069b6f2cc6dc546fcad8d38943e3e8d932","formula_version":"titan-u-contract-v1","latency_ms":70.65899999999914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373256379607478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_354","prompt_sha256":"3e3b4f2fc82167ef5a844e894aa980efe898ce8fb47acdf593ab9d5cfaf8293c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698269464322254},"components":{"alpha":1.0,"bonus":1.0698269464322254,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698269464322254,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5585,"eligible_count":122,"excluded_count":18,"feature_sha256":"e82f7402e1677b632c6144cb737c25efc7dc6fd154cc3ea4ac3367e74172bf2a","formula_version":"titan-u-contract-v1","latency_ms":36.760750000006226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036493613098892,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_508","prompt_sha256":"c6f8e1b869d82bcfa7d750b0c6a596f7cf47f87f996949fe0911e7a6c5942e64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0789555170684748},"components":{"alpha":1.0,"bonus":1.0789555170684748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0789555170684748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6334,"eligible_count":122,"excluded_count":18,"feature_sha256":"a09ec8790b2df47077d85f7dd794f5865676410cce25e55ab50afbd0eda0cf81","formula_version":"titan-u-contract-v1","latency_ms":29.81883399999674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0456221837351414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_33","prompt_sha256":"cb85086fe5bb8d81b6cfe722e0ea6b0fd56b8e3a50582ebd2d668b0e6445fc2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0717837971403095},"components":{"alpha":1.0,"bonus":1.0717837971403095,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0717837971403095,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5803,"eligible_count":122,"excluded_count":18,"feature_sha256":"35a5810a8c1cfc35c540b9de542f30486b6cf5fd7353b6ce8f5eb87bf2a8e218","formula_version":"titan-u-contract-v1","latency_ms":30.63762500000422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038450463806976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_380","prompt_sha256":"146214ea24f11c1a4ab43ecfcbdb73b4723b9e51a873a1a3594184f651553778","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074380286490775},"components":{"alpha":1.0,"bonus":1.074380286490775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074380286490775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6066,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4478d3b3bc379835f3d43e5e02359b805c4721add6ccc9f8963153e7b6d0229","formula_version":"titan-u-contract-v1","latency_ms":39.657458000000645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410469531574416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_266","prompt_sha256":"4f9725ee7c8f75584924f2b0f458bd553ed9912dac3318d46e0890038fc9a027","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757706685209447},"components":{"alpha":1.0,"bonus":1.0757706685209447,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757706685209447,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6102,"eligible_count":122,"excluded_count":18,"feature_sha256":"b81f65a34406dd40961e4002dec8286f8cb26a663a7315dbe6648a50583479f5","formula_version":"titan-u-contract-v1","latency_ms":24.678917000002798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424373351876113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_142","prompt_sha256":"e19b4606e8d8bb5636be7ecda244bd3f815b7618c2ec536bc24dc7acad2b0428","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703489537587727},"components":{"alpha":1.0,"bonus":1.0703489537587727,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703489537587727,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5668,"eligible_count":122,"excluded_count":18,"feature_sha256":"83be4bf5c4d1ad53eed87be7a41abc48dfec45af9ffaee461b5161feee6149e4","formula_version":"titan-u-contract-v1","latency_ms":25.88374999999843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370156204254393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_92","prompt_sha256":"c63b07c6ffb8800a9cb68a5e8a3b975ff5431df1e9e54feabb8d2111004aedc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693529001223114},"components":{"alpha":1.0,"bonus":1.0693529001223114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693529001223114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5561,"eligible_count":122,"excluded_count":18,"feature_sha256":"aeb1841ee1f00ea3aa0134e1ebd151ec163d566ea9579e11ac6a16c2e0eca090","formula_version":"titan-u-contract-v1","latency_ms":23.494499999998197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036019566788978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_252","prompt_sha256":"70783f09a6ca04609ce423c748ae64481926be5b2d74807656efb8515346a6b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890745},"components":{"alpha":1.0,"bonus":1.0649094004890745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b5b9c7e8e93b586d0d64879bd500cad9537598440e92e1eebf1ee14366fab19","formula_version":"titan-u-contract-v1","latency_ms":23.026665999999807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031576067155741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_470","prompt_sha256":"90d45b693b7cc8eb79d568dee91bc845017994c2483ae8b7b47f70643c43487e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706276780468549},"components":{"alpha":1.0,"bonus":1.0706276780468549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706276780468549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5704,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d0f4960a808fee01582d0a48c7b214cce696a9a688fc2bc9cdf6aec0585837c","formula_version":"titan-u-contract-v1","latency_ms":26.402333000000056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372943447135214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_228","prompt_sha256":"ebb92da4c56ad9d921fd6d041df07c1c96563a7c0858d9c3e72f4c729b680e36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067305196657685},"components":{"alpha":1.0,"bonus":1.067305196657685,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067305196657685,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5294,"eligible_count":122,"excluded_count":18,"feature_sha256":"16a7e98179abed24336cbd3b4faa8f2b42f6caeb05d7994931e7ed18a9bf7d59","formula_version":"titan-u-contract-v1","latency_ms":24.849917000004496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339718633243515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_10","prompt_sha256":"6a06d4f258020719acdd21ded13fbf67036b923482a68603e5c0ed6330001971","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795331781897672},"components":{"alpha":1.0,"bonus":1.0795331781897672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795331781897672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6363,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cbc75bbf0b245db4712cf5e27ea014e1f5d315888bac52424cd3245d79e735d","formula_version":"titan-u-contract-v1","latency_ms":24.95558399999709,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461998448564338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_480","prompt_sha256":"4c2d044794f431e01d3cec69eb33c52fc69cd86e287bc1978aa8db84fc1796b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686698654168179},"components":{"alpha":1.0,"bonus":1.0686698654168179,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686698654168179,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5470,"eligible_count":122,"excluded_count":18,"feature_sha256":"0274cb9f135db105bb4be7031ba7b4830a7bfd5823bcbd955d492a41d245c8ec","formula_version":"titan-u-contract-v1","latency_ms":27.957041000000515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353365320834844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_122","prompt_sha256":"8bd891eeb47aa2c9e26d9345660480cfe542afd86db8c98d4712e5bb1eebb6de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767185717783918},"components":{"alpha":1.0,"bonus":1.0767185717783918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767185717783918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6179,"eligible_count":122,"excluded_count":18,"feature_sha256":"2155b069298619cf3fba54cbf84003da8f9314b400d145ae51fda6d8297448d9","formula_version":"titan-u-contract-v1","latency_ms":30.7021250000048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433852384450584,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_77","prompt_sha256":"39e8174cc34d10ffb974f2717bd2b70c8215ce665167f327fd1418808d3ba680","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065406040554492},"components":{"alpha":1.0,"bonus":1.065406040554492,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065406040554492,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5012,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecdb285e34e04881f4c3445218d491ad4a4ae98d6d2568e1dcfbb720c27ecaa2","formula_version":"titan-u-contract-v1","latency_ms":48.702165999998215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320727072211586,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_45","prompt_sha256":"37fbf602545218208bb5dec24e492a6643cf8ced77917cde30066faea6dee38d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679676412759425},"components":{"alpha":1.0,"bonus":1.0679676412759425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679676412759425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5402,"eligible_count":122,"excluded_count":18,"feature_sha256":"b92e0fc1eeb02cc1b854292984621989ce1e3a6e32e30ddcd0a52f46fb5acc60","formula_version":"titan-u-contract-v1","latency_ms":31.797541999999623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034634307942609,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_258","prompt_sha256":"17bdff132887962126ca2faa805c1688e3de8f555b47e9f8f6a51637120939e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709435238377418},"components":{"alpha":1.0,"bonus":1.0709435238377418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709435238377418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5711,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f1285c299e697fd483f3270282e5151bbca6964d203bec9cc693a5c62b321fa","formula_version":"titan-u-contract-v1","latency_ms":27.193416000002912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_30","prompt_sha256":"0d80cb0d421c35f966d88d238feec557c648db0db283df83c83b6ad957d876f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807030263906916},"components":{"alpha":1.0,"bonus":1.0807030263906916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807030263906916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6499,"eligible_count":122,"excluded_count":18,"feature_sha256":"777b166422454b410dccd3b6cef7d3c2ec7c760871490a91315b438cae3b7243","formula_version":"titan-u-contract-v1","latency_ms":24.14120800000319,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0473696930573582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_381","prompt_sha256":"126fa05be57311c89e0e5510ba9fa7e74d388b3276923a81537b888092f1f9ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697092515316953},"components":{"alpha":1.0,"bonus":1.0697092515316953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697092515316953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5616,"eligible_count":122,"excluded_count":18,"feature_sha256":"49ebe91a5335634a9a80fa653f229f4e98c0a49050ede1d3baa9999ae3316851","formula_version":"titan-u-contract-v1","latency_ms":24.38887500000675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363759181983618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_190","prompt_sha256":"5bb533cdf9277c53af5dd3c14755acb7c3fe54aeabacfb765c79dc3a0c9abb81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725029283176808},"components":{"alpha":1.0,"bonus":1.0725029283176808,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725029283176808,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5841,"eligible_count":122,"excluded_count":18,"feature_sha256":"f97797d369838e36ed2b69866dddb853568b274b599f2fb480ab2f16d9444e63","formula_version":"titan-u-contract-v1","latency_ms":27.278166000002102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391695949843474,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_78","prompt_sha256":"28b256f4544e441c2ceaac80b2e8cddb755a8d9a34138bc4c0588428b91089f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708586653942713},"components":{"alpha":1.0,"bonus":1.0708586653942713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708586653942713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5702,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e8f2cb641420c787a432f492b444bf4f1ab47a174cf7cb3a8b9b108a9952f21","formula_version":"titan-u-contract-v1","latency_ms":34.347416999999325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375253320609379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_96","prompt_sha256":"2f033ccb1acf3bf5db9524e13fbceaf6a5b61d3162b262ad566e1ca794f88349","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0972440618431252},"components":{"alpha":1.0,"bonus":1.0972440618431252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0972440618431252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7372,"eligible_count":122,"excluded_count":18,"feature_sha256":"ebc69735a7f615380f7c2c50ad43d170ec54857b1f14b0fb8faaad0759e3fee2","formula_version":"titan-u-contract-v1","latency_ms":29.127459000001465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0639107285097917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_154","prompt_sha256":"8498705706393a788121f6ecd803e05ff20eb92b7d9593550fadd07bfeb82100","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694100154992003},"components":{"alpha":1.0,"bonus":1.0694100154992003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694100154992003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5625,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a261da598e64968222236d7eb62efbee8ddef323678373e16d9fb49ef584128","formula_version":"titan-u-contract-v1","latency_ms":38.41604199999438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036076682165867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_364","prompt_sha256":"0d4e05194548526ba15da0df03d6a10967747bb161545ec2d7d2c11a2df5ad03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657632388340292},"components":{"alpha":1.0,"bonus":1.0657632388340292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657632388340292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5098,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c417c361b40f1a6783ba34442198b767d33ed5d1a8fd2568306488a226c7beb","formula_version":"titan-u-contract-v1","latency_ms":130.17174999999526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324299055006958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_415","prompt_sha256":"d87964d8d9cdaf044240a5afe0ecfcd45253424a92cf1ac1446d9d05afd1022f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667856069754595},"components":{"alpha":1.0,"bonus":1.0667856069754595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667856069754595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5268,"eligible_count":122,"excluded_count":18,"feature_sha256":"13e15383a62c931930f9db6d5bbef40eaf43c7500d5d908bed551ad04db43f53","formula_version":"titan-u-contract-v1","latency_ms":51.37470900000096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033452273642126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_300","prompt_sha256":"49a9ed6e648d272afecf7ec8ba312fd035c26c711aac47cfe5c8561aab132d60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688870526159444},"components":{"alpha":1.0,"bonus":1.0688870526159444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688870526159444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5486,"eligible_count":122,"excluded_count":18,"feature_sha256":"faa15a79655aea902d9b5417a1ceb27aae08ceb256e17b79bc4e8166bf156e4f","formula_version":"titan-u-contract-v1","latency_ms":34.58279199999481,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035553719282611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_59","prompt_sha256":"31f219a1958c4df7fa13c19d6245ae86a8723c985d3315da6f37178d5a596c33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711576827199625},"components":{"alpha":1.0,"bonus":1.0711576827199625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711576827199625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5718,"eligible_count":122,"excluded_count":18,"feature_sha256":"c869a12bb072469ed9b93a66c2eb574815d0289a15364cba0a18ea762f53c996","formula_version":"titan-u-contract-v1","latency_ms":31.217000000005157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037824349386629,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_147","prompt_sha256":"47ae8135939197424b1cba5fe377dd7726b339c0e5a71533eb12540f51cf0795","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691737500577256},"components":{"alpha":1.0,"bonus":1.0691737500577256,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691737500577256,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5072fab0775bf0ed2449fe6f3f3de22a8ec94caff9d446300ca65e8ca6d5838","formula_version":"titan-u-contract-v1","latency_ms":31.157041999996693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358404167243922,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_238","prompt_sha256":"112e7a894aa00256a1b01beace15c6d341462484c0ca955c9e2c1404fbef0466","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700454174064296},"components":{"alpha":1.0,"bonus":1.0700454174064296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700454174064296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5634,"eligible_count":122,"excluded_count":18,"feature_sha256":"d65c371349a738a77a4ac07d4b0de8a2afe19f296ea45071cfa94e23aa4bbf31","formula_version":"titan-u-contract-v1","latency_ms":35.47683400000068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367120840730961,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_328","prompt_sha256":"ed824adc9ccd530fcc6e87f69288628fdd503f8be8ff78d3ee400ce812088c5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660353865198378},"components":{"alpha":1.0,"bonus":1.0660353865198378,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660353865198378,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5115,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffe559d8e023050217ae57f9ed8c8e4f75c1aa20081c6b86217da0047dab9fbe","formula_version":"titan-u-contract-v1","latency_ms":34.110957999999414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327020531865043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_160","prompt_sha256":"ca08742b5c2fddeb23dbde6db7692d74b62c1fd17a4ebed0a5cded3c68b0ff4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0803714964365267},"components":{"alpha":1.0,"bonus":1.0803714964365267,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0803714964365267,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6545,"eligible_count":122,"excluded_count":18,"feature_sha256":"403244f040e888404a2a02ef2692f138a2510dae6d13b536abf0d499de65c179","formula_version":"titan-u-contract-v1","latency_ms":26.72625000000295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0470381631031933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_201","prompt_sha256":"03ed9c9dfd808c799e857986b8848acf90fcf43979d7252d2d62bbab97ecea25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701357974575003},"components":{"alpha":1.0,"bonus":1.0701357974575003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701357974575003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5630,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ac97510327173e1d117e712ea14beef0aede2acab13b67e888fa1bb4e3d97ba","formula_version":"titan-u-contract-v1","latency_ms":24.35295800000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368024641241669,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_100","prompt_sha256":"39f0ed9af44f56301f03747ba3a74d17aaf373a69fc7d349de84101806e657b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667783311506192},"components":{"alpha":1.0,"bonus":1.0667783311506192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667783311506192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5228,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdadca2ce2fd865a57d185b3c1a9fe4ddc2b21de874013443028b7ddc6e9f56e","formula_version":"titan-u-contract-v1","latency_ms":25.4288749999958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334449978172857,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_140","prompt_sha256":"85fcbda4fdefc74193498e65c366391bec39cf371f3b6961cd989b108ee99aa4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0879776106381969},"components":{"alpha":1.0,"bonus":1.0879776106381969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0879776106381969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6919,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4ee8929f5d4077e91b9932b9daba9cbf5862387cf8ef5567dbc92dfa118903a","formula_version":"titan-u-contract-v1","latency_ms":33.80691599999608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0546442773048634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_314","prompt_sha256":"1a7002346305653ebc770e88745ccd2751ae9fc2a77529723f9cf759e13d3644","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069866408862574},"components":{"alpha":1.0,"bonus":1.069866408862574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069866408862574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5590,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b4460f9be8a3ec65207eb7ac871b2a9d4118488e26fe25fedfb3c59034a339a","formula_version":"titan-u-contract-v1","latency_ms":34.71370900000181,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365330755292406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_107","prompt_sha256":"28bd8f9ddbf37f27e4a7ffd5abad36ebaa2434768619e0307850479d78da7dca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652928147931908},"components":{"alpha":1.0,"bonus":1.0652928147931908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652928147931908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4999,"eligible_count":122,"excluded_count":18,"feature_sha256":"257734faf4575e0d82f83535fd13e208da16f22e9d710037f8d9947ea491538e","formula_version":"titan-u-contract-v1","latency_ms":26.5194160000064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_509","prompt_sha256":"0c24dd5a0f31d774449ca58e2f7379fccf7fbdac2279dc0bf476b0b723263c29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722715520100308},"components":{"alpha":1.0,"bonus":1.0722715520100308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722715520100308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5854,"eligible_count":122,"excluded_count":18,"feature_sha256":"778ed90a4235db3fb9b01432379844815e11ccedc7ca1a341e786e64645e319a","formula_version":"titan-u-contract-v1","latency_ms":27.71370800000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389382186766973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_191","prompt_sha256":"59aa1d8fccd1d869af254866397f423b02102b7d0ab2cee35ba53dc0590ec35b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068145135854674},"components":{"alpha":1.0,"bonus":1.068145135854674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068145135854674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5423,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b570c3104d499dd4e9bce03cd323edc5a83f2550650e6039e6e58797d877410","formula_version":"titan-u-contract-v1","latency_ms":29.772334000000455,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348118025213406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_226","prompt_sha256":"5c539026df9696af156e44de0f48bafda81d5228139a4f0aaab57c0af7c58316","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0780348186920958},"components":{"alpha":1.0,"bonus":1.0780348186920958,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0780348186920958,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6269,"eligible_count":122,"excluded_count":18,"feature_sha256":"901048248ba9800d1575ada175e7f2199dc8c8f98ae7aa39475ab9eeaf1210c9","formula_version":"titan-u-contract-v1","latency_ms":27.674333000000217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447014853587624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_74","prompt_sha256":"e8497432b0b7a933e41fec866b39990c722cf79be79f1db22565364165a36f13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0898499896774783},"components":{"alpha":1.0,"bonus":1.0898499896774783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0898499896774783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7024,"eligible_count":122,"excluded_count":18,"feature_sha256":"93ea24622ad821e199246e8684a55ffd2eb6586cbec5c4ddec2b84708d7f092a","formula_version":"titan-u-contract-v1","latency_ms":26.728790999996477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0565166563441448,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_281","prompt_sha256":"13d315069992c35acf0a29902b3599a0fec98a260293dc7b2013118535ce03af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723291275594913},"components":{"alpha":1.0,"bonus":1.0723291275594913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723291275594913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5818,"eligible_count":122,"excluded_count":18,"feature_sha256":"8decacb5ef93d612d5ee2911c4a718b7e785158bde0ca75f4aeecbe544414a70","formula_version":"titan-u-contract-v1","latency_ms":26.296707999996727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389957942261578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_26","prompt_sha256":"2d30d5804f5754ecb5ab53f2602aa120c41bc9683fec8912afb7a0365fa56f02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753956394044009},"components":{"alpha":1.0,"bonus":1.0753956394044009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753956394044009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6150,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8a9837e20a036636e6880474d4bef76fcdb91e73ade7e457dfc685dd0b8c0b7","formula_version":"titan-u-contract-v1","latency_ms":25.707124999996722,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420623060710674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_221","prompt_sha256":"d17153a3d369bdc635b1828f157908f3e88ecafcc5364908ef72f9de035d6907","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068230780309199},"components":{"alpha":1.0,"bonus":1.068230780309199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068230780309199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5411,"eligible_count":122,"excluded_count":18,"feature_sha256":"306f77818ff1d3c7c6bae9bfa430684316d7fe27252d0ed76a2937aa4525faa9","formula_version":"titan-u-contract-v1","latency_ms":28.962750000005144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348974469758656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_109","prompt_sha256":"829ad6ffd83def270e1578a19f9e79e9ceb28aecba288bb2dc6000f412543743","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678262967355692},"components":{"alpha":1.0,"bonus":1.0678262967355692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678262967355692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5372,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb9e6b00d09a8175e3ecea21787221354eb61e03bb28b30cef80ce5042c83d17","formula_version":"titan-u-contract-v1","latency_ms":26.662583000003792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344929634022357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_106","prompt_sha256":"265af0fed77582a25943626c2269d2e111699736ab55b60e6e20202b05c4fe96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728198277495156},"components":{"alpha":1.0,"bonus":1.0728198277495156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728198277495156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5954,"eligible_count":122,"excluded_count":18,"feature_sha256":"0eea3835659893e7516ade9e137893277076f83f3757b18bd5d994cf9c7df1e9","formula_version":"titan-u-contract-v1","latency_ms":27.469124999996097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394864944161821,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_254","prompt_sha256":"fd1487ec269d8cab02f8e7f0fafa29b0b2b3051f2f1a59a819833af330b5e2dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065714094515973},"components":{"alpha":1.0,"bonus":1.065714094515973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065714094515973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5067,"eligible_count":122,"excluded_count":18,"feature_sha256":"99621923f6d954ed3b74d9979ee084bfb556192364ce111f840770e85fd3997c","formula_version":"titan-u-contract-v1","latency_ms":27.863000000003524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323807611826397,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_53","prompt_sha256":"c05904e90086ce69daa919b8a36ee7367d8c598bc1b4216c53387dfd3d6061bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775702159546263},"components":{"alpha":1.0,"bonus":1.0775702159546263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775702159546263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6235,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5033350499234a3bf72d96b21363ca3e24a8307ac40b6e1f0d1f6100a42f7d7","formula_version":"titan-u-contract-v1","latency_ms":29.28391700000077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442368826212929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_41","prompt_sha256":"74332276752934b20acefb919d2fb0b28755f244a8d89971d8082803a29d5dfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693624012992506},"components":{"alpha":1.0,"bonus":1.0693624012992506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693624012992506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5565,"eligible_count":122,"excluded_count":18,"feature_sha256":"86a62f14acefde0ba47a8c0e8c5cd3e33dc622608d40de7edfd67bca78a512e4","formula_version":"titan-u-contract-v1","latency_ms":29.038917000001163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360290679659172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_423","prompt_sha256":"ac980196494c5662125312f35fcf489634bc1681924dab086a4270abc2b667ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0778161369176098},"components":{"alpha":1.0,"bonus":1.0778161369176098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0778161369176098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6317,"eligible_count":122,"excluded_count":18,"feature_sha256":"c22d93a6781c8820d0d264a6d04816f84a73b54f9f17c8c8265d152f1b7a44c2","formula_version":"titan-u-contract-v1","latency_ms":24.80395799999968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444828035842764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_329","prompt_sha256":"7c3c45375dfe303963005813a69c4f662883f6a250942d1f4f21238079805066","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704309916162273},"components":{"alpha":1.0,"bonus":1.0704309916162273,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704309916162273,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5644,"eligible_count":122,"excluded_count":18,"feature_sha256":"237ab689810b8edc364f0b177252bb774b59b890e149a94347305ce32b1f602a","formula_version":"titan-u-contract-v1","latency_ms":22.78054100000304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037097658282894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"LiveCodeBench_171","prompt_sha256":"cba664337cb50f3e826b22554a240b97e96e36d723486e60a7d2e52aba7a3b1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888546},"components":{"alpha":1.0,"bonus":1.0642166132888546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"127716aa08a001dd255af5013cb7371d99e7be47a289b030fbc6e559fb18ca80","formula_version":"titan-u-contract-v1","latency_ms":23.9410840000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9080","prompt_sha256":"298191615ac32b3f7d043524e92c244d16a976a20158f7ed935f9392dd9cb2bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645638925165553},"components":{"alpha":1.0,"bonus":1.0645638925165553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645638925165553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4844,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed2061c840e6b2cf4af6723cd93535ecc33434f91e006d51d2188bea83b3c116","formula_version":"titan-u-contract-v1","latency_ms":23.531541000004097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832218,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9082","prompt_sha256":"1e90d69c49569433561474b6b84180744bf76aa9cf9e5618ba6f0591c0337c44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3be4fe14abf675618febfef192c9e16371b7925e988190ffdd05eac73656c29","formula_version":"titan-u-contract-v1","latency_ms":22.97154200000051,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9084","prompt_sha256":"2ba16fa3b9f947fb6e745dea58332d8cd916d8d106c5efef5be4c12d7169ef53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702979141341908},"components":{"alpha":1.0,"bonus":1.0702979141341908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702979141341908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5623,"eligible_count":122,"excluded_count":18,"feature_sha256":"c977efd4975c5d65e79ce8e50d8bf9ba2b9da7320c69335bd172db7ca24e7a45","formula_version":"titan-u-contract-v1","latency_ms":25.729957999999442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369645808008574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9093","prompt_sha256":"b9fb042b43d468e1f25c0111247235897c651dd0da1bbae47949416e78f27845","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753557877802582},"components":{"alpha":1.0,"bonus":1.0753557877802582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753557877802582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6054,"eligible_count":122,"excluded_count":18,"feature_sha256":"e067cb3cc4ed1575cc6e9f0cb8e0042f7f0b52729c9733ee436c9b81d8ab6c7a","formula_version":"titan-u-contract-v1","latency_ms":24.758167000001663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420224544469248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9094","prompt_sha256":"500b87961bef378014d7f9482768c725f34c3c6a32817d2f7c33dfed81547aca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4978,"eligible_count":122,"excluded_count":18,"feature_sha256":"08f18adcc9d9c3b89cb857ce6ca7db2dbe8920293760612a69236e901898ebea","formula_version":"titan-u-contract-v1","latency_ms":24.86950000000121,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9103","prompt_sha256":"f24c9ec881e292f426f92786ef82439b29cd27fe197af7fdce4a2ea33d136d9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345863},"components":{"alpha":1.0,"bonus":1.0643379544345863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4794,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea9fc515efb5a80d7738b436729cbd3d44379dcf54edf707cd980072f5f79688","formula_version":"titan-u-contract-v1","latency_ms":23.27237499999768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031004621101253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9106","prompt_sha256":"e8759c3e56b3d807e8eb06a803c9a10b6944a9e8379b4b8697bc928af404adac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644484487282604},"components":{"alpha":1.0,"bonus":1.0644484487282604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644484487282604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4821,"eligible_count":122,"excluded_count":18,"feature_sha256":"c230b97795611fbf9ec4c2336888100caf6d94c28046c6fd7747d2c98b320bc0","formula_version":"titan-u-contract-v1","latency_ms":24.314542000006156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031115115394927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9109","prompt_sha256":"5c75540e6ba710880c6a3a1c7affcba1c178dc64face164b0f81b171d254b828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064864138194399},"components":{"alpha":1.0,"bonus":1.064864138194399,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064864138194399,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4908,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f69bbc43541a79debf76699a8ffe45e21dd7f87aa70d0d29a567ae7b600d56b","formula_version":"titan-u-contract-v1","latency_ms":23.958958000001473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9111","prompt_sha256":"9cb3098fa2e67476affdde36bf811ccfd6135b0e93de3d706d8a38a8f1ab4f6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064461516595363},"components":{"alpha":1.0,"bonus":1.064461516595363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064461516595363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f550a90b2ab258fb58ff52ae7f98146dabd99724323f1fb308fbc2a9f652411","formula_version":"titan-u-contract-v1","latency_ms":24.3037500000014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311281832620296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9112","prompt_sha256":"d31b034dc83636beac51d5a48da2caa090d86739b6ed6e18b6d5abdecd34516d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760225},"components":{"alpha":1.0,"bonus":1.0641970307760225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"4897e1f249e42cdd3c983b68d85f1ae005d6eb79b4db88eb345f95eb3deede69","formula_version":"titan-u-contract-v1","latency_ms":24.311874999995098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030863697442689,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9120","prompt_sha256":"62418c289df18ad939886c5c7fff880e2e39eea8acfdcf2cf908e8ff9db2b5a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658755204056438},"components":{"alpha":1.0,"bonus":1.0658755204056438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658755204056438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5087,"eligible_count":122,"excluded_count":18,"feature_sha256":"360b304cef7af8a56a6f7438709704a1bd126a4810b174fc63b3c087f58846d4","formula_version":"titan-u-contract-v1","latency_ms":26.017250000002434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723104,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9133","prompt_sha256":"c9cf950fe6485491064ade7976bd7a432be0e8af634bf4cd322bc64207d6476b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"e91f08f35d2017b9b52f28084822877fd115d7ace91d52c1fd9fff21b94e8d6b","formula_version":"titan-u-contract-v1","latency_ms":23.351375000004282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9140","prompt_sha256":"5c75c42ef40227e1b566b89384d6345bea358ea0ac67a3022a12585d8e63c38d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646748476647696},"components":{"alpha":1.0,"bonus":1.0646748476647696,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646748476647696,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4869,"eligible_count":122,"excluded_count":18,"feature_sha256":"14fe506bbb0b727e2079d25965ce095fa96111a05fb91f4fca927f4da2828c7f","formula_version":"titan-u-contract-v1","latency_ms":24.25354199999674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313415143314362,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9141","prompt_sha256":"269edc4b1b22a1a0c44ca915788e839b5410af050e8f979b7f08c58345ec6f8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916246},"components":{"alpha":1.0,"bonus":1.0641699229916246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"99b557dba6b0478bc032b8f1d1b2b0280f60831389ce6b775441bee73185a85d","formula_version":"titan-u-contract-v1","latency_ms":24.552999999997382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9142","prompt_sha256":"429ed0ce14a3d7acfdde32ec68ca1dbfbba60d4fdd153ff3f3e4086ec0826e63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707532395468151},"components":{"alpha":1.0,"bonus":1.0707532395468151,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707532395468151,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5667,"eligible_count":122,"excluded_count":18,"feature_sha256":"7673092bb9ac4e50a76bf96a3d107111ac2794a34b5490dff2be622e36506b30","formula_version":"titan-u-contract-v1","latency_ms":28.876541999999006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374199062134817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9151","prompt_sha256":"a3a07d75dbd1dfa4d71c1da96fc2d152d2f9a7fa86cbea6efbae3bdf97a66b08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bd9be247d251edc2772289f653400d0bf607770db4c7da66449f40b071457b1","formula_version":"titan-u-contract-v1","latency_ms":25.246666999997558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9156","prompt_sha256":"01cc90de15b46b34e39cb3cc2024a7d092c6df74d2f18f5c9f333c1362433f29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655457668490829},"components":{"alpha":1.0,"bonus":1.0655457668490829,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655457668490829,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5033,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a0ba2d1ef71b9c93169e67a266c67f23681776410f75fc360e291af7396d820","formula_version":"titan-u-contract-v1","latency_ms":23.081916000002423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322124335157494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9166","prompt_sha256":"2049ee690d557c751555504dc0d2f6540ef30b9173423e0d9a12f5ae846cb446","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2250c9e175825d741d5892b5b01cab290a978372045f2aeeca5dae608c76188","formula_version":"titan-u-contract-v1","latency_ms":26.20600000000195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9168","prompt_sha256":"5124db7dfc7c6692a3778ba55752501b5bd3f132f5109152ab134ce8e15e6cb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619454},"components":{"alpha":1.0,"bonus":1.0652594167619454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4983,"eligible_count":122,"excluded_count":18,"feature_sha256":"46006750348429bcd1067ec1d5f79fb613b45efef38d4d19589018d33cbf8d4e","formula_version":"titan-u-contract-v1","latency_ms":24.41595799999874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031926083428612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9169","prompt_sha256":"ce7e5684e235d92ab4f8fdfe0e106a82f2a28f56d88d671d0c3a0b9fcde8d90d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281776},"components":{"alpha":1.0,"bonus":1.0647415179281776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4879,"eligible_count":122,"excluded_count":18,"feature_sha256":"efa141f2f05e5b5cf3a99c9ce946cf993daf5e38482a6d30c56ffd22f63f0421","formula_version":"titan-u-contract-v1","latency_ms":23.657791999994515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9171","prompt_sha256":"e0420a3b666a3818a8bfbc18884176b260c3ecc146a58134e8272793aa6ea53c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982788},"components":{"alpha":1.0,"bonus":1.0644053650982788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"af49a1059c246606a823d9779841604c272d0c51759e6e1d1b8e7474d0adc7dd","formula_version":"titan-u-contract-v1","latency_ms":22.93895900000109,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9172","prompt_sha256":"dbcef809c484ffd2d5f91c347af3de3ad11d96de2a69409405ff90b96dcf607c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067181630657359},"components":{"alpha":1.0,"bonus":1.067181630657359,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067181630657359,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5274,"eligible_count":122,"excluded_count":18,"feature_sha256":"327c405bbb1fc45075e5485a8d2f45b7e75f810b7e1d70156d438ef2ceaf037a","formula_version":"titan-u-contract-v1","latency_ms":23.31574999999475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338482973240255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9179","prompt_sha256":"a8c0f71f725b9187366eccfa85227fc1893d069fc2fed4ed2ef56099ab07c396","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729861987987077},"components":{"alpha":1.0,"bonus":1.0729861987987077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729861987987077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5866,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4d5a8bdee9bfcbe60975e0ad98e61908e721020d82c72ef3f87d7b33d660502","formula_version":"titan-u-contract-v1","latency_ms":25.97729200000032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396528654653743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9185","prompt_sha256":"f2293ddf09d6b001c53cf00a8c656445737d9904e56df0ad109b44acf1f39103","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749607878022807},"components":{"alpha":1.0,"bonus":1.0749607878022807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749607878022807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6024,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e89fed63a644aedd15d532ae190f4277be45833d3ebb511ae40678516c9d2f5","formula_version":"titan-u-contract-v1","latency_ms":26.168832999999836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416274544689472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9186","prompt_sha256":"f6c3ba41ce9742a7ff94e37166a0d88eb4a05d7bb6cb2027f177b80270e5c20a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656957857721403},"components":{"alpha":1.0,"bonus":1.0656957857721403,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656957857721403,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5058,"eligible_count":122,"excluded_count":18,"feature_sha256":"89398b985727bc7682f92d4ccdeb29ffee23bb33ba75609da50d89d848849b9b","formula_version":"titan-u-contract-v1","latency_ms":26.41983400000214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323624524388069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9198","prompt_sha256":"67f429f9d8b9287965b8a72595a57162475f0a89c77eb5cce6404809b0fb21f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"b898da6d9e81cdbf35106d116d740e10b61eed9bcea0685c59ddd548bb1e855b","formula_version":"titan-u-contract-v1","latency_ms":26.963832999996384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9202","prompt_sha256":"bb8f2194e7e669b8977db3cbf491b1b878bccba8b0d3a1bd65665be49265a392","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c2729987ce4bec618c933098bf2d582e7561e7913adfa37eadf555d686392bf","formula_version":"titan-u-contract-v1","latency_ms":23.65433300000319,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9204","prompt_sha256":"79e6cda4dcc96c71e20548024c575f516d8ae9da5f86b00e0234c28ef3ec0536","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669997693591595},"components":{"alpha":1.0,"bonus":1.0669997693591595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669997693591595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5250,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcfb948fbf4a7900d2e3224ae043c3871a7183b8f1a67be993519ed178896653","formula_version":"titan-u-contract-v1","latency_ms":26.747124999999983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033666436025826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9208","prompt_sha256":"cc9aade9fa854df54c5d32dedb787f0ebcc347608cb7e249ea21c2fe1a89dbad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412025},"components":{"alpha":1.0,"bonus":1.0639797930412025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"7dbd2758adcb6afa00eda6105a17dee1ddb0bd3f970fcb3b0d2d8f72201ca018","formula_version":"titan-u-contract-v1","latency_ms":24.606500000004417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030646459707869,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9209","prompt_sha256":"9974723c4d98f8287b2c1c1516821b1b59d1372a88e7274dc9c0a3b79f50f88d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743548209274252},"components":{"alpha":1.0,"bonus":1.0743548209274252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743548209274252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5977,"eligible_count":122,"excluded_count":18,"feature_sha256":"33abd2475ed57ed0e3856178114b7804699370b97972703e6f843d93cf23c628","formula_version":"titan-u-contract-v1","latency_ms":23.798417000001848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410214875940917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9216","prompt_sha256":"86d53663dafc549729c29bfd7f56a2317ed33edd9ed70826f71c424d1fa6b5a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466209},"components":{"alpha":1.0,"bonus":1.0645011155466209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4831,"eligible_count":122,"excluded_count":18,"feature_sha256":"08a33c8b69bbb158b03152691f7ad3769f576f62bb6290da0489d5cf6cf9ae33","formula_version":"titan-u-contract-v1","latency_ms":22.984250000000372,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311677822132874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9226","prompt_sha256":"f32150fd1f444f08561514dc8dc853c8992b3a6eb060eeee0b4a86ec79ea73fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644746503557518},"components":{"alpha":1.0,"bonus":1.0644746503557518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644746503557518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"404c56aa3f59c5aa7377f501b061a12a50e3dbcf66b08a55b2adb69183d19c23","formula_version":"titan-u-contract-v1","latency_ms":26.42962499999868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311413170224184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9233","prompt_sha256":"01da6fd432785caf77d02a8ed4bdf3b7cbd960f15d5c98adebd911a5d495b590","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648641381943988},"components":{"alpha":1.0,"bonus":1.0648641381943988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648641381943988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4906,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a661e97a168475debcd7c897cb35605fed7cb33e4ba03936f57d7fba76a90e0","formula_version":"titan-u-contract-v1","latency_ms":22.71641700000515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9241","prompt_sha256":"ab9db5b29c391d33ed87852f8614cc818219524a3b134972ca53d9a6e3780572","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a4b1ce20e3a51f67351c337959665e10d8a3fc921b2f88efd0140d8262e4ce5","formula_version":"titan-u-contract-v1","latency_ms":23.533499999999208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9243","prompt_sha256":"f11a03301cc6051fdd390ac4c4dfcac3d4b59c010d8891a20f520df61338ff4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641167845918054},"components":{"alpha":1.0,"bonus":1.0641167845918054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641167845918054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"91084b76125c1aa8376e6530c3c83491c28e43c822606aff7a91c8fadf3fe798","formula_version":"titan-u-contract-v1","latency_ms":25.324875000002578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030783451258472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9244","prompt_sha256":"799dbe80f5dcd7ed4982f16ad8e6830c77b28b2e812ea334ad73b2786ed4c0a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5ad8e45a474db5b1fc656f415a6e5be027bf9f2689e6fd29198ebee599451c3","formula_version":"titan-u-contract-v1","latency_ms":24.10845899999714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9259","prompt_sha256":"fa7f939f6c202e6741d04bbc82f7d74f45207f8b3ba5ff46f961565ed9dea8af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ed101d2744c5e0631889070014be66fb26ece1e502263d2abc654621d231e8e","formula_version":"titan-u-contract-v1","latency_ms":26.13120899999899,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9263","prompt_sha256":"8c55282fddb0cec30b7effc8744849aeef372ce8b2881cc99e6d94f3dd951aaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478199},"components":{"alpha":1.0,"bonus":1.0646096115478199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"eaa54b38b61a9d9c2cff45488879d1373ca91ae55bc7599b6b908042544c9d49","formula_version":"titan-u-contract-v1","latency_ms":32.246374999999716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9269","prompt_sha256":"02e03c16f66a9eb1d9735dc04ad6c56ea072730ee3a7b25e62b29f2ef2c012ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191655},"components":{"alpha":1.0,"bonus":1.0641469735191655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"ebc4be5c27665790e713b9488d688ddac3f198cae3b10776549898414cc83dca","formula_version":"titan-u-contract-v1","latency_ms":35.75170799999938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030813640185832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9271","prompt_sha256":"2ece50d58404a7b175df69edbac969a9370eddf58edfdd06ac44e318a7e55c7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064980985745755},"components":{"alpha":1.0,"bonus":1.064980985745755,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064980985745755,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4931,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6b726be6db573da6f342c8ceca0aced1903ec812a72f44ccdd704fc2bd9c96a","formula_version":"titan-u-contract-v1","latency_ms":84.83604100000264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316476524124216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9272","prompt_sha256":"da42cf5b4e43e730d23038444f50b09ee9a8620f283c3ad43455e63b4936c44e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"c766c9ca140fbf1c12f2bd3b117ec713a1653b9adb6ade2033f7bd9e63a4328a","formula_version":"titan-u-contract-v1","latency_ms":38.81225000000654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9275","prompt_sha256":"e349a01aa582010e22cc5a3bccc200580aecbf6ddc89904dd6a34c6d45086162","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc1ddbd3e41a7ec10f3ba5c78741aa8a67a638b6f30f425d9459090f749d2c7c","formula_version":"titan-u-contract-v1","latency_ms":33.789417000001265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9276","prompt_sha256":"e5f64ef51455b00e00c12e6986e55cd4297bb30c46a3f4176ed51175d0c7e089","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659837336059592},"components":{"alpha":1.0,"bonus":1.0659837336059592,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659837336059592,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5103,"eligible_count":122,"excluded_count":18,"feature_sha256":"bec8dc281c66bdd41c7b7e3cf2d09884f337eecad123e26c68ae16a6c03a2ad8","formula_version":"titan-u-contract-v1","latency_ms":36.36424999999832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326504002726258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9278","prompt_sha256":"61dba0031c578c4b355c1bbf77fc0eb437520c9b43b80a2250155ae834a20a8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536323},"components":{"alpha":1.0,"bonus":1.0641242878536323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7a0178adc9c3681d21bad957a12783aaec86fe35be3ef2287f3b36012d54b05","formula_version":"titan-u-contract-v1","latency_ms":28.66466700000103,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030790954520299,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9299","prompt_sha256":"8e9f02641288e3a68fd6ed3755bee8573259602601b18e4a07e082749276cfde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665142404112569},"components":{"alpha":1.0,"bonus":1.0665142404112569,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665142404112569,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5183,"eligible_count":122,"excluded_count":18,"feature_sha256":"acf728b1193c2ce7f2d47455ffa0477b0cf1c9509488ddd775815ed38721e915","formula_version":"titan-u-contract-v1","latency_ms":31.434041999993667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331809070779234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9306","prompt_sha256":"bf19cb60bc312c6615f457db98fc6804911b384bc1d4d0b8e24e01c53c5d88de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065400309889433},"components":{"alpha":1.0,"bonus":1.065400309889433,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065400309889433,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5007,"eligible_count":122,"excluded_count":18,"feature_sha256":"8de094b9171d8bd3708c4d940a5afa2a7c5ad3b194f9c32538fbde8c32138bd9","formula_version":"titan-u-contract-v1","latency_ms":35.34549999999825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320669765560995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9309","prompt_sha256":"3db9cacdc1bb5fa0d1a50a72f63fb8d0e9be0546022c752aa05b6cebbf057592","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872867},"components":{"alpha":1.0,"bonus":1.0649297071872867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4921,"eligible_count":122,"excluded_count":18,"feature_sha256":"491fd709ca4458be82da59356cd4f5bef6a0a4cfff526d644446ee389ea418a6","formula_version":"titan-u-contract-v1","latency_ms":83.3862080000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315963738539533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9311","prompt_sha256":"d828b8f185d994751be729a39be59b206d3fdda8b6d9c14ba3991d1022a148bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461717},"components":{"alpha":1.0,"bonus":1.0637880758461717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5ca24b8aca58345359402aebd19f45ac9c43f7e05e96af53dadea492ae03942","formula_version":"titan-u-contract-v1","latency_ms":24.407125000003305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9316","prompt_sha256":"62a249e456467f7adc4243d46518dd4aec14cdec9a4a66d5b37f8c5b909fd5db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070658971294081},"components":{"alpha":1.0,"bonus":1.070658971294081,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070658971294081,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5658,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ea82931167a8551813455ba96f71c03083d7984c858258cfe31c785edf35975","formula_version":"titan-u-contract-v1","latency_ms":22.71545800000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373256379607476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9327","prompt_sha256":"1627da5d0e7a9de899a0ff142ce80b81df73870a0259318181d357f8ac6b8389","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646234699707215},"components":{"alpha":1.0,"bonus":1.0646234699707215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646234699707215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f1db333c38dc542da83edc08cfb380e8566bbbac7ac93c4837d58e5eb779bbe","formula_version":"titan-u-contract-v1","latency_ms":24.54041599999357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031290136637388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9337","prompt_sha256":"8b2b871b7ba4c3c7a4e740300ae818920c9c7f175fc1f003ca7438ad0697cc57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645775313768837},"components":{"alpha":1.0,"bonus":1.0645775313768837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645775313768837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4848,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d6daf954e77194525962afd123caee2dcd29d59765b7e46455503629be9a4fc","formula_version":"titan-u-contract-v1","latency_ms":23.731292000000792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312441980435503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9349","prompt_sha256":"66eca5a1ae0a9a3f5a7ad35fbee5694aae99e244d97e21370a1bfc1e9463e92d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712333174021895},"components":{"alpha":1.0,"bonus":1.0712333174021895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712333174021895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5712,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce1c61fe01f882feb295858f2dff15c3e5c780e723dee225783de6441a6167bc","formula_version":"titan-u-contract-v1","latency_ms":25.50070900000634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037899984068856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9388","prompt_sha256":"c9688600eb80545a46fd78491ee0bd65e123c56096ad12d7c372ba32d7b0a9da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675739472338677},"components":{"alpha":1.0,"bonus":1.0675739472338677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675739472338677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5326,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc8dadcfaf4b997aae38a92b238632b03d7e218269422034644abfbd951eee67","formula_version":"titan-u-contract-v1","latency_ms":23.578000000000543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342406139005342,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9389","prompt_sha256":"5ee8a8adb2a74e5fc827337b20a176a0d76f9a667c613e30f0d14d13a8c5843b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654463596598847},"components":{"alpha":1.0,"bonus":1.0654463596598847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654463596598847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5013,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc904c44eeee63fd59b48bfa72381ac68e15bce57dbcd2d4f0da8d90235ced3c","formula_version":"titan-u-contract-v1","latency_ms":25.23649999999833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321130263265512,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9398","prompt_sha256":"7a487c35c2d1b9ed554cef90bcb6f566e2070ab06919a86aa14fa5e904271a5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159005},"components":{"alpha":1.0,"bonus":1.0643213947159005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a7070f44a0ce1c1c692938b620f04fbcba3e367c57a47cda00fb4abd84dbb74","formula_version":"titan-u-contract-v1","latency_ms":22.41483400000277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030988061382567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9403","prompt_sha256":"72f56bd5dd48f43b9b4d8fdb49ff7c90a20e3c7d8ba11ab2843e35af22155605","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670977579397307},"components":{"alpha":1.0,"bonus":1.0670977579397307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670977579397307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"df651e33feadfceb529768142f310ac58b3a6ebe464d9fd542d0e761fcc77263","formula_version":"titan-u-contract-v1","latency_ms":22.41387499999803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337644246063973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9412","prompt_sha256":"dd4f6a550f1364e6dff5f4f979de037a928ad91f77f705b75bfd73f2c68ab58e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743548209274254},"components":{"alpha":1.0,"bonus":1.0743548209274254,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743548209274254,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5977,"eligible_count":122,"excluded_count":18,"feature_sha256":"70f57806295f9384e49f6c1bd418b3ff9118d7b093ac38e30d9ae97a66cadf9d","formula_version":"titan-u-contract-v1","latency_ms":23.822542000004887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041021487594092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9420","prompt_sha256":"3a316dbe38cc0f9ba46cb0ea8cbcee438670f2644f6837cac67d20fc7c29c53f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663482662807682},"components":{"alpha":1.0,"bonus":1.0663482662807682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663482662807682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5158,"eligible_count":122,"excluded_count":18,"feature_sha256":"b252725bfdc90afb20bf57f505b77579045677d0558205404d20ba95c90428ae","formula_version":"titan-u-contract-v1","latency_ms":21.381416000004094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330149329474347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9431","prompt_sha256":"996b1bed7a9c0f7521c54901c1b76ad6bbc8e1cb768bf60b6707bc59ff468b9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326717},"components":{"alpha":1.0,"bonus":1.0642845638326717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"8cf32a21b92e01f09261ea5dfc467a2f26f977210969289e6ee452b51bbeb04a","formula_version":"titan-u-contract-v1","latency_ms":21.447958999999628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9434","prompt_sha256":"f6d97e8d1b7eebd1391ab162020f8126a65879b0a805a315014673d02da539ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664663},"components":{"alpha":1.0,"bonus":1.0643008598664663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfc9bf70713b7cacf8cf0583efd7275c4c75436ca88e1ed793b0c0ee1b735eaa","formula_version":"titan-u-contract-v1","latency_ms":21.66545800000108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309675265331328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9435","prompt_sha256":"1e3a97b1a39ef646e503c05944ae69cd4f78ddcc4c11fe94e1b24564d2c2b70a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660940536603711},"components":{"alpha":1.0,"bonus":1.0660940536603711,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660940536603711,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5121,"eligible_count":122,"excluded_count":18,"feature_sha256":"b972b48d2341539769ed379dc09eb30702f591089b96185fcefd18fac4633018","formula_version":"titan-u-contract-v1","latency_ms":22.78254199999452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327607203270377,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9436","prompt_sha256":"8cba4d631552bbf24e4a1b15efb6767ff43a74a280fc9d269cd153bea6d1fa52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d38be9e5514bfbe15648aa0a805a4d5a8b5d53e738ffe88b2d5f0e9c4a2b120","formula_version":"titan-u-contract-v1","latency_ms":22.63975000000329,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9445","prompt_sha256":"59a12569c3ed2bba918d7ab412df33b94bee80af775d38654f7e26ff7bb30001","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667420611375553},"components":{"alpha":1.0,"bonus":1.0667420611375553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667420611375553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5215,"eligible_count":122,"excluded_count":18,"feature_sha256":"d49299a00c772ec1d9955f9f4b13187bf3a5dbe9735860522071eb10ff7e092b","formula_version":"titan-u-contract-v1","latency_ms":23.228666000001397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334087278042219,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9446","prompt_sha256":"c1aab016ac9e75fd63bbe880ac19721d285442d11e9b0c3b63b007118be7ccae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710502439194904},"components":{"alpha":1.0,"bonus":1.0710502439194904,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710502439194904,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5695,"eligible_count":122,"excluded_count":18,"feature_sha256":"f984eee06f5e618f9415697a31063edee4a5f510a5c2964c16a7be6ffc1eb98a","formula_version":"titan-u-contract-v1","latency_ms":21.21795799999404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037716910586157,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9454","prompt_sha256":"27213affc7ee161407c59a6b6bd427c3cc8b86ffd805953296b92f79efdf51c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642643586064509},"components":{"alpha":1.0,"bonus":1.0642643586064509,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642643586064509,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e88f4c12b52a7ec3caaa4a3f57d56d178ef4def205317283db01bebba364ef2","formula_version":"titan-u-contract-v1","latency_ms":23.155083000006016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309310252731174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9472","prompt_sha256":"bff390ec7a2184e46307a0030e67f995b0dc908a66d9bbd80e7a258659dd3208","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e55322d2654a401cb04b3fe1fdfb19d5c777788e5aec0de5413500e68211510","formula_version":"titan-u-contract-v1","latency_ms":28.717458000002694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9473","prompt_sha256":"ff54bb33a9e6220a7efbcffb2c1cf043e1fb7a2cf2d8326da22109667e7f58f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071918581475524},"components":{"alpha":1.0,"bonus":1.071918581475524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071918581475524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5774,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e3a1602726b6aa2e1971e1d277f99832d218e7b24da1ea0a48525c33b46d91d","formula_version":"titan-u-contract-v1","latency_ms":26.246667000002333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0385852481421907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9480","prompt_sha256":"65969b27d4cb607ff2cbf2fe6af08a647db2efbd718d24bbe81cda076bca77e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067166315675537},"components":{"alpha":1.0,"bonus":1.067166315675537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067166315675537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5270,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a9972a0dbc6b13fdefdc152729468c03193bc225f06ffab803b14aa18fbcc87","formula_version":"titan-u-contract-v1","latency_ms":24.659249999999133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338329823422037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9083","prompt_sha256":"ff5e3f53dd01ac21a913729700a7d404d52b7ebfa9ce162b71fe4400cec7b7a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653813},"components":{"alpha":1.0,"bonus":1.0640433643653813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b7237fe3d3c6bb426e5dc5b836d5fec4ec6697b13e69fe8df2b887acbb30599","formula_version":"titan-u-contract-v1","latency_ms":23.21500000000043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9085","prompt_sha256":"56e7ea76852a5c16370c81024d97cc06c67ca97410176544ec8defa235019457","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669773310619115},"components":{"alpha":1.0,"bonus":1.0669773310619115,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669773310619115,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5245,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f3a9d5199002d7f86fe035704824fe89d3d88363a19a8e6601a03e48841583b","formula_version":"titan-u-contract-v1","latency_ms":25.220416999999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033643997728578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9097","prompt_sha256":"e209a11d5a7d96a79649a75284e479405e7186f1602abe0ad41ad9b1b5e10484","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694482368258877},"components":{"alpha":1.0,"bonus":1.0694482368258877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694482368258877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5536,"eligible_count":122,"excluded_count":18,"feature_sha256":"54a20d4ef2e05cc20693cbe9f2333f6d81265b6399b39759f0325c3a42cce82e","formula_version":"titan-u-contract-v1","latency_ms":26.98220799999973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361149034925543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9118","prompt_sha256":"1fe1f6b1e10bcede83641aef36ae7992e6136f7c7d03896e53d17633c9a2edfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0821258158134848},"components":{"alpha":1.0,"bonus":1.0821258158134848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0821258158134848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6509,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce1d525656cd79165d7beb407c8e9fa29215fac8bbdc2614180762d56e71deb9","formula_version":"titan-u-contract-v1","latency_ms":24.486957999997117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0487924824801513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9152","prompt_sha256":"9010e954a67b593ed4eb27678dc7b7093c05b37225160d93c1d890f8f87fec3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707112706047321},"components":{"alpha":1.0,"bonus":1.0707112706047321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707112706047321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5663,"eligible_count":122,"excluded_count":18,"feature_sha256":"5851300fcb604e0ffa6caa3fe7594a20ae17287a06fe713f02e1dea8f2b449d2","formula_version":"titan-u-contract-v1","latency_ms":27.091833000000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373779372713987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9180","prompt_sha256":"335442e1662b61b3678e6a29bb2b8740c01847f5abdeb8d3f6ab83b424009aa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698269464322256},"components":{"alpha":1.0,"bonus":1.0698269464322256,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698269464322256,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5578,"eligible_count":122,"excluded_count":18,"feature_sha256":"431107af84a3077e919a8ce2f270744c9ed736c227d5a18bd1ed39e9b109a639","formula_version":"titan-u-contract-v1","latency_ms":25.397583000000168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364936130988922,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9181","prompt_sha256":"f631fff92d33202185b6228a4f27724429ccc12d87b45396a0d1cbb98c86bf28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714953081150191},"components":{"alpha":1.0,"bonus":1.0714953081150191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714953081150191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5740,"eligible_count":122,"excluded_count":18,"feature_sha256":"ced4c040f5bfa45f001f3a33ba90273675f6b93e601e4df7e544854a273d25d9","formula_version":"titan-u-contract-v1","latency_ms":27.591665999999293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381619747816857,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9182","prompt_sha256":"d533a1bcb9351066c3e89545daf5ef0454211bcca1fcb759516ac722e9162037","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700754792303204},"components":{"alpha":1.0,"bonus":1.0700754792303204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700754792303204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5601,"eligible_count":122,"excluded_count":18,"feature_sha256":"8095a21c7252f2ff767f9b98426618c35a3297c7e7c89a71e6a82478ceca73ae","formula_version":"titan-u-contract-v1","latency_ms":26.427750000003414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036742145896987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9217","prompt_sha256":"bb2d1f9bde6eea08218d9e70f05a221e6f88c5ea13425c24df5a749a48403b92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658066230853043},"components":{"alpha":1.0,"bonus":1.0658066230853043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658066230853043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5076,"eligible_count":122,"excluded_count":18,"feature_sha256":"17f63ba7913c7193848ba7aeb56b7d246bcccc314aad1897899b4203ff40028c","formula_version":"titan-u-contract-v1","latency_ms":27.84325000000365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324732897519708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9238","prompt_sha256":"d7c5ef07aadb96446dcde2c8abcf187098bce13fdc2fd8b25578fe9d9ed39e21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667348289582093},"components":{"alpha":1.0,"bonus":1.0667348289582093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667348289582093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5214,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d9eb09ecd43460a06ff0ed323d946f4057a8bd9cd0ae005ef7d7e41260282a8","formula_version":"titan-u-contract-v1","latency_ms":24.307415999999193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334014956248758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9254","prompt_sha256":"f0420f41ea062c6612a46f1180e82b83aa152d1d737848d2b24d1855b69bf899","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700654514152395},"components":{"alpha":1.0,"bonus":1.0700654514152395,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700654514152395,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5600,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e3987f6201e51425fb53a947d37b41d422bea8f17304474c620077a1e681d1a","formula_version":"titan-u-contract-v1","latency_ms":32.33391599999891,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036732118081906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9255","prompt_sha256":"0fbd961b40f1a53bd8b9f16babb79ab25600a637f54bb645aa51dfdc7b4add0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678428167338114},"components":{"alpha":1.0,"bonus":1.0678428167338114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678428167338114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5359,"eligible_count":122,"excluded_count":18,"feature_sha256":"395b1e6263f4bb969660e0db351cfc1cdcf712c62378925ce961946be5e49cf7","formula_version":"titan-u-contract-v1","latency_ms":23.468041999997524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034509483400478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9262","prompt_sha256":"a477ba9318bbda60442d4b256ded086b262b55c96f7f19df0d200fe273d7c5e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685450973169073},"components":{"alpha":1.0,"bonus":1.0685450973169073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685450973169073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5439,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a327a3b525f08313897800befe652a73d77dbb93126b4402f4ab61c33d44273","formula_version":"titan-u-contract-v1","latency_ms":24.558540999997547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352117639835738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9266","prompt_sha256":"049124d7f08cf3311339d7b4388321e172c8516bf691ec8a30a842c3187a393e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656352308893038},"components":{"alpha":1.0,"bonus":1.0656352308893038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656352308893038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"67b63179c3e80d6779359772518f8420d73ce94ff613249fb89b52ce487111a7","formula_version":"titan-u-contract-v1","latency_ms":24.17791699999583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323018975559703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9280","prompt_sha256":"fb8761431016209ea7af3b99957ccd8516cd2dd711b2450056f084ad65c7961f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693814253167577},"components":{"alpha":1.0,"bonus":1.0693814253167577,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693814253167577,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5530,"eligible_count":122,"excluded_count":18,"feature_sha256":"15055734e72125228b675ef4fee383cb2cde74315ba8621b87c79f794e4b43de","formula_version":"titan-u-contract-v1","latency_ms":26.685374999999567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360480919834243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9294","prompt_sha256":"a25269c87f7daf6c3332c9a8e4ddaaf35eaae50145c9eaca60380947481b176d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4818,"eligible_count":122,"excluded_count":18,"feature_sha256":"c95fa7f0f901db42862453afa3c60fc1f232883e9c32e9ab46e3f96b6b5db2b2","formula_version":"titan-u-contract-v1","latency_ms":23.965167000000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9300","prompt_sha256":"a73934e204fbd233b6032a8838d6957f5e94844b8b26c40f8149a3f21a7042f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646467137036586},"components":{"alpha":1.0,"bonus":1.0646467137036586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646467137036586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"dab7fab1adb1df2b179b8e035f59e607b65c9831b2804edd320c76d97f5ca221","formula_version":"titan-u-contract-v1","latency_ms":23.015665999999158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313133803703252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9314","prompt_sha256":"cc19e94ed65d38acc330aa43d310d9137617cca5eae0bec60e4e8e2870778956","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698960814023015},"components":{"alpha":1.0,"bonus":1.0698960814023015,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698960814023015,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5581,"eligible_count":122,"excluded_count":18,"feature_sha256":"42ee5024c916bf43f960603481642b316964ae2e717e123b60086f4eb6889c87","formula_version":"titan-u-contract-v1","latency_ms":24.237042000002873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036562748068968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9334","prompt_sha256":"1831ab1d8d1d8270c65b67b5f45d58fb40d100db02a10d6c8cca92e55d7b2539","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675099567744069},"components":{"alpha":1.0,"bonus":1.0675099567744069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675099567744069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5316,"eligible_count":122,"excluded_count":18,"feature_sha256":"3de75a361f5216b1dbd67658e6042fa7864d069f8d0e5c2802243aa3cbb1d87c","formula_version":"titan-u-contract-v1","latency_ms":26.23062499999662,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341766234410734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9339","prompt_sha256":"93a172b09412b410e42c88de3d19319360f7fa7469ed8923adc86481da4a6376","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150431},"components":{"alpha":1.0,"bonus":1.0648591456150431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d6bcf7a642b3be9ccb8e141935cbaf7e519d449df429e8c94e03a57eaa608d3","formula_version":"titan-u-contract-v1","latency_ms":23.7904589999971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315258122817097,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9340","prompt_sha256":"fda48581757dff3fad4bfe988fd6187ff3ec490902de66c875676e74e9666d2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760213},"components":{"alpha":1.0,"bonus":1.0641970307760213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"6af94ad6557b36dbc3a5b7942f017be6e5225017bf7be493c0558e20513223db","formula_version":"titan-u-contract-v1","latency_ms":22.295459000005735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030863697442688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9346","prompt_sha256":"d323b4673aeb5693f3aef124bd1513f7c89637f7369f8d776e9b35a0079cd7a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745465068169455},"components":{"alpha":1.0,"bonus":1.0745465068169455,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745465068169455,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5992,"eligible_count":122,"excluded_count":18,"feature_sha256":"a86adbc08af33730150760af4a1f3f9040e74d39f5ee2a0d81b7ea5c5b6af392","formula_version":"titan-u-contract-v1","latency_ms":23.54599999999607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041213173483612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9357","prompt_sha256":"9b67e30dc3fd711a088d0efbb35b4298fae65a1b15b2f3ef974f7fc8f50eaf53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685450973169075},"components":{"alpha":1.0,"bonus":1.0685450973169075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685450973169075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5439,"eligible_count":122,"excluded_count":18,"feature_sha256":"7481de1ed1b9cc8ec96aa98fedfd83fc0d5558047cdbe18cd8543eea76eb8400","formula_version":"titan-u-contract-v1","latency_ms":24.062250000000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035211763983574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9358","prompt_sha256":"45b03ea412725db851ae28056ad6b1784759ef4788070846b4ed69f9cdd507d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725962806433744},"components":{"alpha":1.0,"bonus":1.0725962806433744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725962806433744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5893,"eligible_count":122,"excluded_count":18,"feature_sha256":"973686c8be09b592bb6d3a6cf081697fa85fa95b4388552345be496d9630b03c","formula_version":"titan-u-contract-v1","latency_ms":22.756417000003637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039262947310041,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9379","prompt_sha256":"5573326ef27559653152f0c121cdcffc89fbc565cc7d8c65db38e8a4d2521899","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150445},"components":{"alpha":1.0,"bonus":1.0648591456150445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"c92194fc0a851e709937808b59aa4309bed12a11bb0c805b0611a266e3edc952","formula_version":"titan-u-contract-v1","latency_ms":22.753999999999053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031525812281711,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9402","prompt_sha256":"9a56a88d31e7cbe3dab8848a273203c6f302d9cab30d6f46f39ebfce7ba06785","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711253756271952},"components":{"alpha":1.0,"bonus":1.0711253756271952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711253756271952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5702,"eligible_count":122,"excluded_count":18,"feature_sha256":"459594e5810054c2ea18c0b84f02e230db60cc5774ac976848f93dfb231cb78b","formula_version":"titan-u-contract-v1","latency_ms":24.199166999999022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377920422938618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9416","prompt_sha256":"74c903959b12ee993f4c8f5d82a4f8cd39406e1cbb0bb60d66fad50277bce27a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667276040536309},"components":{"alpha":1.0,"bonus":1.0667276040536309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667276040536309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5213,"eligible_count":122,"excluded_count":18,"feature_sha256":"126b2278cfb55edaee63595a3ba60c2ed78736fb60c89dc090b00f32615b3f48","formula_version":"titan-u-contract-v1","latency_ms":26.215166000000067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333942707202974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9444","prompt_sha256":"ad1780e802aabeb6d2357f0ebf21b626837895101bd3e4f68da21c4225f99052","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"36ab0b44a92bed24279543d50c1f7ea9293f2ecd35e616175fd7236480f8f2c6","formula_version":"titan-u-contract-v1","latency_ms":23.34945800000554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9459","prompt_sha256":"c4e6ce0337abc40479d7b9d29cac6d641aa600611ec9b0d19efd0cf7128c7953","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772437},"components":{"alpha":1.0,"bonus":1.0641280504772437,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772437,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"74c336901c6f0ae55cd6f7db0238832083baf59df866d53918b54615c5f5e85a","formula_version":"titan-u-contract-v1","latency_ms":21.56679199999445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9468","prompt_sha256":"0c893630a0ca30a422fea4fab0018535b89049968d5bdf8e85a97f54ba99de71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070410438949705},"components":{"alpha":1.0,"bonus":1.070410438949705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070410438949705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5634,"eligible_count":122,"excluded_count":18,"feature_sha256":"96cdbc6e0b457819fe5f2fab058132703d3d2c0d3b5516fbf8ff65fc5a6521e3","formula_version":"titan-u-contract-v1","latency_ms":23.16920800000588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370771056163715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9481","prompt_sha256":"1804a725e9d7df0ee635e1f887a79771f5009e90c977e25d91d2eb0b3b0c2d4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477244},"components":{"alpha":1.0,"bonus":1.064128050477244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"13fd98b8fcf2c1fba76f795ab3371968349f01ce8b978d10d36c44d108fe2231","formula_version":"titan-u-contract-v1","latency_ms":24.456708000002436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9073","prompt_sha256":"f17d15d216f0d046c773f925fe348fac5fc71c0a70c4d29ea4afdb5c22e5b1b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663756373811246},"components":{"alpha":1.0,"bonus":1.0663756373811246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663756373811246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5167,"eligible_count":122,"excluded_count":18,"feature_sha256":"b56fbabe7b56964027a8888fafa6564cf4c282d70ba6b439851efb1cbf320a82","formula_version":"titan-u-contract-v1","latency_ms":23.857083999999418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330423040477912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9076","prompt_sha256":"d3486a1d6ad22abe4ac50d8059af5263c1bf10634ad30346fb3438452236749f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648491823962678},"components":{"alpha":1.0,"bonus":1.0648491823962678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648491823962678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4905,"eligible_count":122,"excluded_count":18,"feature_sha256":"6619d58cb53a3d5ffa86696a689a0f70f579563de79096883becc7971acf93e9","formula_version":"titan-u-contract-v1","latency_ms":23.76541600000337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315158490629344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9077","prompt_sha256":"10e7846f9b736f836264ad3d33445e68f9c0969a991787c6dc511e1479f3cab6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"05ea696f2ec7b702e8e379d3f99106a24345a63a2429958950a99afd94134be0","formula_version":"titan-u-contract-v1","latency_ms":27.513165999998535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9079","prompt_sha256":"aa081d170a93d64d21ae7da07e0f1bc97ac110d9e77b32b115117a3706607931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009358},"components":{"alpha":1.0,"bonus":1.0642683850009358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"08b8753f865bf184fc3be5d3a2597dde269250cc128ed68eab15636cd02c5e27","formula_version":"titan-u-contract-v1","latency_ms":25.900416999995457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9087","prompt_sha256":"b5af0ecf4c23c4804a2715f9a508a2f8f8cd3054ce052568d02ae183b15118bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6151d3d0163863f42df8f2c89c26d5cf32d3e58d0439cd526c6d8613e46399f","formula_version":"titan-u-contract-v1","latency_ms":26.019458000000384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9088","prompt_sha256":"2116e07a8cb7c4eca4d9a490c34269d98afb2a091d0257d17881a2d457a39eb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643968362410703},"components":{"alpha":1.0,"bonus":1.0643968362410703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643968362410703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbe24e08b9d3034868b264a4691c846365a0f24a6127dbedb1eef69605d16f0e","formula_version":"titan-u-contract-v1","latency_ms":23.96204200000085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310635029077369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9090","prompt_sha256":"4468baca98365565e801c953184218c44150b6bd082a703b3b8831a8390330b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592326},"components":{"alpha":1.0,"bonus":1.0643255236592326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4790,"eligible_count":122,"excluded_count":18,"feature_sha256":"8be4e7551aee684e74c527d6c79baca8da1e8a9a3ea862581427090a1363bd7e","formula_version":"titan-u-contract-v1","latency_ms":26.77466700000508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9091","prompt_sha256":"90775ced5962b875ce2f79084a7ec44947f065aee9d8c2e2aaff68c6a786f2d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724912914856233},"components":{"alpha":1.0,"bonus":1.0724912914856233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724912914856233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5823,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d3d7e8b4583269a22b953674bf99d4646e1274b2aab152f73f49838e2363e7","formula_version":"titan-u-contract-v1","latency_ms":44.11799999999744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391579581522898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9092","prompt_sha256":"6cff3b76cb3e4df17530a2eabc440c6152a837f2e74382ed7329baceb585fd77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487785},"components":{"alpha":1.0,"bonus":1.0643756422487785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4802,"eligible_count":122,"excluded_count":18,"feature_sha256":"759a590e93b5ad3aea7ec19dac5b4bde07401d01968f9683108e6f074833b1b7","formula_version":"titan-u-contract-v1","latency_ms":33.13841699999642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9102","prompt_sha256":"43703d86245eda868fbddcd4e7f034d0a910aaea3b630720dfe8a07f56225141","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678180476150887},"components":{"alpha":1.0,"bonus":1.0678180476150887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678180476150887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5406,"eligible_count":122,"excluded_count":18,"feature_sha256":"694c53b7cebfd45e26c74e76981f82b7b8fae691d4f3f30c6f54e5267951e210","formula_version":"titan-u-contract-v1","latency_ms":36.48445900000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344847142817553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9108","prompt_sha256":"1ac7023ce509fbd2bac3ec575972703df7a74571809e75e692589b32bf92f118","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326717},"components":{"alpha":1.0,"bonus":1.0642845638326717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"825c7ef2a41e336e3fb444cc1163a52983d5829bb318774c4571ab7e25dca26f","formula_version":"titan-u-contract-v1","latency_ms":38.72199999999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9113","prompt_sha256":"3239f1b06190964888df3e83219d61f0af69f3bddcc7e2a39d265870e2555da0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772437},"components":{"alpha":1.0,"bonus":1.0641280504772437,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772437,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd2ca534b9da4360c9deec08f58b806e7fed944a585f3585c7945187ff5fd149","formula_version":"titan-u-contract-v1","latency_ms":32.54899999999594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9115","prompt_sha256":"8e3188fb4aa95a770f43ad65c6cc9fc0361b4734cf719348a6d1cfe5a30d5441","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0779763484476363},"components":{"alpha":1.0,"bonus":1.0779763484476363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0779763484476363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6339,"eligible_count":122,"excluded_count":18,"feature_sha256":"0974b621fe0fee52d6e1d826caf823dbe7ab9ac061195ea1618f32f0c980178c","formula_version":"titan-u-contract-v1","latency_ms":36.21224999999839,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044643015114303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9117","prompt_sha256":"8285d05625769608d06fc3af66596f2e810b559287938d3e7370266c3ebfce9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795945745104965},"components":{"alpha":1.0,"bonus":1.0795945745104965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795945745104965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6352,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bee3d49f6b340ec44ccc895f2d49c22472614c86d9b6e7e63dbf8930855e262","formula_version":"titan-u-contract-v1","latency_ms":33.20200000000284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046261241177163,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9119","prompt_sha256":"6b682515aabeed0a23c5291f6b5b2df28a24b5bf0cdce0b8d38d325756b2d4d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649552550753012},"components":{"alpha":1.0,"bonus":1.0649552550753012,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649552550753012,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4934,"eligible_count":122,"excluded_count":18,"feature_sha256":"69d813356e30865c4377201f1dd91a2a8cc43afb07070412e37492b7c332f89b","formula_version":"titan-u-contract-v1","latency_ms":28.54120800000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316219217419678,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9121","prompt_sha256":"382b83d52db990d2406506e15f4e8c9292e1b2d72af1b18e360cc890c6fd40f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672431811974719},"components":{"alpha":1.0,"bonus":1.0672431811974719,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672431811974719,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5281,"eligible_count":122,"excluded_count":18,"feature_sha256":"c83aa2f5b319c3f818a8bc61777f47cfd9a48a286f66a208ebaeace949c2921c","formula_version":"titan-u-contract-v1","latency_ms":24.633375000000513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339098478641384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9122","prompt_sha256":"6403b2869115f8bd5efa1d0213a24a374db5cc5d23b2eea214f9dd035a7d1d12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"43326e5072bf1fb610f1b11e835dc4d3e727c35e8386dc7dc8442e6812fe86ab","formula_version":"titan-u-contract-v1","latency_ms":38.23399999999566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9137","prompt_sha256":"0a60382268be5840d5b3a87041b7e1fc82cd6d0a2a16dc10fec2299624d59c41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537425},"components":{"alpha":1.0,"bonus":1.0641130439537425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4736,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6718840c373e6ee3e603b1c5a0aa7b618cfc5fa0093fa7f22b8ef7c026d947d","formula_version":"titan-u-contract-v1","latency_ms":25.447624999998197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030779710620409,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9143","prompt_sha256":"bc482ea25b4cb23720966ad2d68f4f23388a31a3423d7643cb5a8f30ba7e7719","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655635282856204},"components":{"alpha":1.0,"bonus":1.0655635282856204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655635282856204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5036,"eligible_count":122,"excluded_count":18,"feature_sha256":"064fb7f9bd4f52ec50b4e506e0e5eb485ab09d05547fb729269aee25ca8b79e3","formula_version":"titan-u-contract-v1","latency_ms":22.414375000003872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032230194952287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9144","prompt_sha256":"7ac580f75a5c571749fadf2cb5b984222383610f1b255a047dc7716d9bc5d5b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281294},"components":{"alpha":1.0,"bonus":1.0638250010281294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"defecf08dcdb39110ae5252ead4376216c517663b9b9b892f9a3af9d7d85ffff","formula_version":"titan-u-contract-v1","latency_ms":22.324666000002935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9145","prompt_sha256":"3bc98182a674345cf6c8a6555ede4ea3b049aea8695394e8d9b8aa65bc08ed50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fe45bf7218a22fe436f112dbd5e76b86f2db949135aad6708969862192c78f5","formula_version":"titan-u-contract-v1","latency_ms":23.60674999999901,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9146","prompt_sha256":"ddc60e22a09951ed043dec5d5f30a3cabd4aebe59185a0f9285e9732886df5b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"a232a3934078fe4569c8886d63c9f6abad4b1b5d67979e67aaf8d999160c716f","formula_version":"titan-u-contract-v1","latency_ms":29.131457999994836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9147","prompt_sha256":"9555141e01d0f03086c3c2261c5b7b160b9cf660871bbfe72dee6ac1d83a5c71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712036},"components":{"alpha":1.0,"bonus":1.0645413074712036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4841,"eligible_count":122,"excluded_count":18,"feature_sha256":"3830bec04ac9509bb3f8953c09deb5e85b7a8b958dcc1f9c95a06a07b64c7ce9","formula_version":"titan-u-contract-v1","latency_ms":23.295500000003244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9148","prompt_sha256":"376ddd303f7d1756ce98f30d8d778e802ea89c2faa15dae1e4e2546c8e4e3633","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083144},"components":{"alpha":1.0,"bonus":1.0644010970083144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8a2545a4a6904002670686874392daf4cf538854220daf8ba501684d8134322","formula_version":"titan-u-contract-v1","latency_ms":22.78425000000084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031067763674981,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9150","prompt_sha256":"288a320566994691d87631766fff203663346230c6dc28a5a926c6222d59b1b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065349062514254},"components":{"alpha":1.0,"bonus":1.065349062514254,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065349062514254,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4999,"eligible_count":122,"excluded_count":18,"feature_sha256":"b58456db6c0af2ab654518f75c2c3a35ed2dfb000c62e73111c0e8ba8077607a","formula_version":"titan-u-contract-v1","latency_ms":23.77104199999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320157291809207,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9153","prompt_sha256":"5efac0429f9233dd32887784b771ae69f18e7fd5781b915faf7e1fa6b13b15de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"b978e4c418ab90aa4b0287070021bd27ca5efcd20f73cd7d5985b5553d8ba485","formula_version":"titan-u-contract-v1","latency_ms":23.142791999994472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9154","prompt_sha256":"ad5bee3821f106c71154198bcd090c662464e2ca82a9fd96c9436da3517536b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775702159546263},"components":{"alpha":1.0,"bonus":1.0775702159546263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775702159546263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6307,"eligible_count":122,"excluded_count":18,"feature_sha256":"862a9f1436d7fec46d1d9ac988dac4da083fb5d79b26a6d68c28a79591fd7971","formula_version":"titan-u-contract-v1","latency_ms":25.74025000000546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442368826212929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9155","prompt_sha256":"f602beb84ac6c891b160b0589f0841090a42dd8869d8eb7ac78cc791c046f140","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06434627823843},"components":{"alpha":1.0,"bonus":1.06434627823843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06434627823843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"732c7c467aeca1b7112a2814a50ec79602cd57177dfea0fa70dfd59e99702b3b","formula_version":"titan-u-contract-v1","latency_ms":22.6968330000048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050967,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9157","prompt_sha256":"3ff6b77673a98f0ac86bdec509e5b89a87cf455568159259c8f3e38e079ff4cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec73309e82eaddda7e8acdc1bd475cb4cf4acf5340fb3dd849c5620d99545ce2","formula_version":"titan-u-contract-v1","latency_ms":23.087457999999117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9160","prompt_sha256":"716dd63fd66716eb53f6a152516bdff269d6738e0ccc1086a92b7260a020fcfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069563593831615},"components":{"alpha":1.0,"bonus":1.069563593831615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069563593831615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"92a2e54585ccc7c66cc5ba6f4098185b9295c3a338d983791293336a70fee6f5","formula_version":"titan-u-contract-v1","latency_ms":23.60816700000612,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362302604982816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9161","prompt_sha256":"52b6ca88e1aa111e9aea43c6546a5c3f3e90dd770dc4e22364b81da69f6d2f5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638502045929694},"components":{"alpha":1.0,"bonus":1.0638502045929694,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638502045929694,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a6fc7b88c873679b0110caa50680dfa59b599bf09bd581d0d739eec056b4608","formula_version":"titan-u-contract-v1","latency_ms":23.493082999998194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030516871259636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9175","prompt_sha256":"44d3d5eeec8f621272174a80c18b5b1b4355580fa7ff9f0419c0872466d58b64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bab786bccdf4945ed132ddcf52cbdc12b515b444ba720a8ac1075ceb7cf2e8e","formula_version":"titan-u-contract-v1","latency_ms":22.959000000000174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9177","prompt_sha256":"203ae9d652b8e85014b9027e32f9e3d9eecc4af35d430f4f5acc2828dc40d774","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649501308746807},"components":{"alpha":1.0,"bonus":1.0649501308746807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649501308746807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4935,"eligible_count":122,"excluded_count":18,"feature_sha256":"630686372125d82ccb7c2d702a188d4c818f26113e0a7dd6d6ff93573a91ad88","formula_version":"titan-u-contract-v1","latency_ms":21.91512499999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316167975413473,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9184","prompt_sha256":"4f04c4100adfa7960c7c29682543511d22adc73abac4d29034d522b70ffa41dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646050067102353},"components":{"alpha":1.0,"bonus":1.0646050067102353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646050067102353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"31c57205dbce3f287f495542bdd5b97ebeb1979f8c26f2050249431e44cb8943","formula_version":"titan-u-contract-v1","latency_ms":24.121541999996055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9190","prompt_sha256":"21a6263a3b75823b52a21b1f4aafbf7300871c33fe55d0ad68717037c4f4cd5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654117785215722},"components":{"alpha":1.0,"bonus":1.0654117785215722,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654117785215722,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5010,"eligible_count":122,"excluded_count":18,"feature_sha256":"06db833ac07706d72610c3e1ffc32cc582aafa7100c88976dad41747a9ba94ae","formula_version":"titan-u-contract-v1","latency_ms":24.930750000002888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320784451882388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9206","prompt_sha256":"b30168d92c700aad35cf8da4a1418381a50a673307c81ff5e4cd7ab2b01fecd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651662172226923},"components":{"alpha":1.0,"bonus":1.0651662172226923,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651662172226923,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4966,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e0bce40a1d61a498879e1a5cff7397108649c05d4bb980051235110f960890b","formula_version":"titan-u-contract-v1","latency_ms":25.997958000004928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031832883889359,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9210","prompt_sha256":"0fcd799214657766e19e06269c8f3b2b89044a2e2737e4bfdb298cda7e789c0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"833cdc379bbc529e2fcd2d8063e2688b9fbf25361a9624de588eb7072fc4a9bd","formula_version":"titan-u-contract-v1","latency_ms":25.593167000003803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9211","prompt_sha256":"56e8179a2f4c6f01c80a0a874cdb391494d6f132a462e8ed787dd721fd5e4c78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651770722807075},"components":{"alpha":1.0,"bonus":1.0651770722807075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651770722807075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4996,"eligible_count":122,"excluded_count":18,"feature_sha256":"65281b2bb8d8b19c09c9bdafd345f3db696d4f2650eb7e91a273c8cd501c93c0","formula_version":"titan-u-contract-v1","latency_ms":23.141375000001574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031843738947374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9213","prompt_sha256":"dbb6c0f330a8435f117fb59ebc92d0bdc155de91f993edd3f4bd5cc03b8cf827","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406075},"components":{"alpha":1.0,"bonus":1.0647032450406075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"d42273fe5d76fd7da88f054cfcfacea50e9ca81f191bad6a032bd2f9c3174c76","formula_version":"titan-u-contract-v1","latency_ms":24.16037500000101,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031369911707274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9214","prompt_sha256":"445dc45d2ccdf83bef6ff356f28cb232e994d0b769d89a433a75b0b400b4c150","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"4230b13c540a6b78cfda5af3c5d39e25cffea563ebc2a069a99d00289055d6fe","formula_version":"titan-u-contract-v1","latency_ms":22.88304100000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9215","prompt_sha256":"7f863bce7433e1d5b60ad9384dabf6127f34e801d9ddc7c3a096212c6514fc97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656412535417348},"components":{"alpha":1.0,"bonus":1.0656412535417348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656412535417348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5050,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c3f7b181c40d2e4826c4dfda23d0d89fb5e23546a87432a695f013c39e4af1f","formula_version":"titan-u-contract-v1","latency_ms":24.01916699999873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323079202084013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9219","prompt_sha256":"69c44c1ef4ed81ee1327b99e6b039e1a119612180c723c1ca79d42ea4c05bb2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1952638d277c43d3a00776d2406edf4c1e955969cee4b10a8d5b34e53b2057d","formula_version":"titan-u-contract-v1","latency_ms":21.760000000000446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9221","prompt_sha256":"3e32fc92f524740cb917511ed7d330f54e179ea104c04bc8b82cd640dac7f8d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"64d8528328a91f7842a598a092487bac4d335f22a017f91ce71d19b756720498","formula_version":"titan-u-contract-v1","latency_ms":21.857042000000604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9223","prompt_sha256":"249a502e3c9f53155241e350006ab1808f688b51f38fe229006016f0a9f8c2ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645055520346056},"components":{"alpha":1.0,"bonus":1.0645055520346056,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645055520346056,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4832,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf8e24b20366776f73b390cc63f27f2fc92e7af3e257c0d8449546f9908e8d23","formula_version":"titan-u-contract-v1","latency_ms":23.310958000003268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311722187012722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9224","prompt_sha256":"e0f3b0d5e7f63367deb5feb57cf3e98b1fbf484019aef55b60c64db4ca87ca3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d7010bdf7601d30b07b8be69f2331c9c8f7f5c7dd462423c26b7609ada1ee07","formula_version":"titan-u-contract-v1","latency_ms":23.009291999997572,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9225","prompt_sha256":"1b73445b49cce387cbea2a1aee3a4e056f41e25d732c79fd1a6f839a03785a23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537427},"components":{"alpha":1.0,"bonus":1.0641130439537427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4736,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e6e610f800d3664df61645970a3a920320b8e39b1d8070124c677ae62d21b70","formula_version":"titan-u-contract-v1","latency_ms":23.046040999993522,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307797106204093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9227","prompt_sha256":"f627b6dbfe7891aa21e9ef2deac35ac40045b1cf380595d2348eb74325a62f33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667783311506192},"components":{"alpha":1.0,"bonus":1.0667783311506192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667783311506192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5225,"eligible_count":122,"excluded_count":18,"feature_sha256":"8433ba72d8a9758c0d980cbec196467b1f1d3de0430ea21dbe8f94df84e92e90","formula_version":"titan-u-contract-v1","latency_ms":23.259959000000663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334449978172857,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9229","prompt_sha256":"12f8aeeeee3f23d4dd40b095d98f7299d6c3d2ddc87b06e5fbffddfe58ad8418","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657817883190255},"components":{"alpha":1.0,"bonus":1.0657817883190255,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657817883190255,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5074,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e24a266afd450160cfc906673faad699c837868ca62a86b49477e4aa6db3fb2","formula_version":"titan-u-contract-v1","latency_ms":24.647917000002906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032448454985692,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9234","prompt_sha256":"82987675f79e037edccad37bf160c730bc10a44b93463c886df35feb62ab8d90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"42eb379cd5846d316c3bc33cac6077b7619f7aef1317002060dd7e43c94bcfff","formula_version":"titan-u-contract-v1","latency_ms":23.25262500000491,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9235","prompt_sha256":"239eb8a65e059e16c1db41bdd5414b58b3699b1b5c0c462960543e0b48302aea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712036},"components":{"alpha":1.0,"bonus":1.0645413074712036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4842,"eligible_count":122,"excluded_count":18,"feature_sha256":"192aba85ab8fea971cb989cc15f1a0364a1db8262609bda3c7a9d0b72fdbf4a2","formula_version":"titan-u-contract-v1","latency_ms":26.78691699999547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9246","prompt_sha256":"858f2a47d442f45c10b584fd9454c14f7a56adb0c63e0870af516e78d2b7bff5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447355},"components":{"alpha":1.0,"bonus":1.0649246195447355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"10b60cbdb0948f1479211094e1f054e50f188304e490d7e07aeab2a7a43c005d","formula_version":"titan-u-contract-v1","latency_ms":27.13304200000266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031591286211402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9247","prompt_sha256":"a9950fb0da7f5f83230e1a7dfeefa3a094e6c60194fd8a2329517bb00a6c8449","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872865},"components":{"alpha":1.0,"bonus":1.0649297071872865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4921,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d7eba3d1270aee7248f1e059117f6c79479bbcade54add45bec6ef16d78cdf7","formula_version":"titan-u-contract-v1","latency_ms":24.54954200000259,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031596373853953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9248","prompt_sha256":"6e84590d03afb39c81fc1c1d586c10968ce73972db2681aa10524b980614624a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646050067102353},"components":{"alpha":1.0,"bonus":1.0646050067102353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646050067102353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4854,"eligible_count":122,"excluded_count":18,"feature_sha256":"254864ccbda5de149c38c29b1e782c3947f76e5fa5681265765617b382c259a6","formula_version":"titan-u-contract-v1","latency_ms":25.947625000000585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9249","prompt_sha256":"42d6235989d35a856c8208e0cac5ed7421f972e00d4981937cc2c720c194f1df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700154204496306},"components":{"alpha":1.0,"bonus":1.0700154204496306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700154204496306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5595,"eligible_count":122,"excluded_count":18,"feature_sha256":"57c5d1ad429e559a48e7dfe99498f321f4cd601224f4be4c03fa309da64134e3","formula_version":"titan-u-contract-v1","latency_ms":27.43816600000315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366820871162972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9250","prompt_sha256":"c9c5e3f0698ca6c05eab6dee547c0f5a64251c46b6376932434b71736139377e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664031249954213},"components":{"alpha":1.0,"bonus":1.0664031249954213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664031249954213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5190,"eligible_count":122,"excluded_count":18,"feature_sha256":"c508f29327b8df022983dea20f8be88db7131d3710a1a4627ccc3c3fcfcaae5c","formula_version":"titan-u-contract-v1","latency_ms":29.232292000003213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033069791662088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9251","prompt_sha256":"3378073731377c122b2234bea95a125aea1de9a464d6d9addb75978646a56556","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064532324691223},"components":{"alpha":1.0,"bonus":1.064532324691223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064532324691223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"327525c09ed9dd99ecf98ea474d413e480e68dfe93e27d3cf81087b0bbf131a1","formula_version":"titan-u-contract-v1","latency_ms":29.117333000002077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578896,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9252","prompt_sha256":"609db61954193d0352f60278f591377bd9832a7e2e0ac8803727f0730936d0c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871077},"components":{"alpha":1.0,"bonus":1.0643049521871077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"e984b21585aaf19ef7b57045c90ec83b7dae39bc51d520e97e24cc3881016981","formula_version":"titan-u-contract-v1","latency_ms":31.226625000002173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9253","prompt_sha256":"e7df5a558d427289fda2c1bea5a90ab9e2e2efb30ac64976454e28a13682e079","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068518545843964},"components":{"alpha":1.0,"bonus":1.068518545843964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068518545843964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5492,"eligible_count":122,"excluded_count":18,"feature_sha256":"95d520b278e97c2db401384c1dee7c0c3bbb38247391ade8e43ed66fb4b57e0f","formula_version":"titan-u-contract-v1","latency_ms":23.394457999998508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351852125106307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9256","prompt_sha256":"c8186095916edfd6d9fda894a68be9d435776087c2c461f5a650908902053b6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"65b867628cc9710aea5f3b98d258ae1412b2e7260b825fbd864780bcba7dad12","formula_version":"titan-u-contract-v1","latency_ms":42.351207999999474,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9261","prompt_sha256":"662aba6156f6cc032fdc4295e0a47f574d4d43c7767ad41465c2b938af9ca3c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710181524196962},"components":{"alpha":1.0,"bonus":1.0710181524196962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710181524196962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5717,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f4a87c1f96f7a1a5755ef547747e8e3a741af93a7124cd7f343aa0907e5571a","formula_version":"titan-u-contract-v1","latency_ms":27.127000000000123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376848190863628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9274","prompt_sha256":"e808be0693f45f7a896ef42117a80268654b9e354ffa0612a5dfc8054954fec6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662198449721803},"components":{"alpha":1.0,"bonus":1.0662198449721803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662198449721803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5140,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab631a2cd0540afe1709e1d33229142982c5315297a866ce42f69c3304d4d383","formula_version":"titan-u-contract-v1","latency_ms":29.163250000003416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328865116388468,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9282","prompt_sha256":"9931f619921e698700c136f80893591d7c2ed61c5baec315b8373cfd4592a84a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"db73763cd3d827c52207e7b4c75fcf8c182bca1fb925f9a1ad772972fb7eeb6f","formula_version":"titan-u-contract-v1","latency_ms":22.369624999996063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9284","prompt_sha256":"b6c639d358a227125b3dd23f15d8c6226a815e7c06f2d1e18ad587367fb8ea54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150434},"components":{"alpha":1.0,"bonus":1.0648591456150434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9462b95c2d32400bfed91cda367adca04dbd633e887d9dce2a0f878697fe067","formula_version":"titan-u-contract-v1","latency_ms":23.48841599999929,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03152581228171,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9286","prompt_sha256":"3c14aeac857ee2aeefa1ae7556e28d54fba1c07fd57ef00fe08c0f21401b7d62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648096220686587},"components":{"alpha":1.0,"bonus":1.0648096220686587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648096220686587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4897,"eligible_count":122,"excluded_count":18,"feature_sha256":"7019d2f599959604a3aad94c0a18bb2c051fb1dde6504cac795d7e61c36eb4b2","formula_version":"titan-u-contract-v1","latency_ms":27.415749999995853,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314762887353253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9287","prompt_sha256":"f900691797eba961846531a24c5adf73bfbdd7065a8b431658a137a6333586d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660224295541345},"components":{"alpha":1.0,"bonus":1.0660224295541345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660224295541345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5110,"eligible_count":122,"excluded_count":18,"feature_sha256":"a98de2a11c5624c2909536511fab70b4abcd45c256bf4d2bfd0ae950df4d03db","formula_version":"titan-u-contract-v1","latency_ms":24.976375000001383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032689096220801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9288","prompt_sha256":"2397cad662cd6728c4996c98167655ebc5a486803b3b0e8754dd0d06d47d79ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745593428238387},"components":{"alpha":1.0,"bonus":1.0745593428238387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745593428238387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5999,"eligible_count":122,"excluded_count":18,"feature_sha256":"480af67657a20cfaad28da26ec9c601d40ef84320e430dc3b1ce61a0335db99d","formula_version":"titan-u-contract-v1","latency_ms":28.980500000002962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412260094905053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9291","prompt_sha256":"8be9c7025597ff5aa9b83348dcdcd7bd4b3257dbad8abac913310a40d3a8aed0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608206},"components":{"alpha":1.0,"bonus":1.0647463349608206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a478763c0f3490c22395dd96c85394ab42fae3d988e4d70a94b8bc29fea0af2","formula_version":"titan-u-contract-v1","latency_ms":24.0604579999939,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9292","prompt_sha256":"fd9bdb36939fddd4b47f4190814c291acb597dd335e41492bc42c0e06c3985ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651070368746982},"components":{"alpha":1.0,"bonus":1.0651070368746982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651070368746982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4959,"eligible_count":122,"excluded_count":18,"feature_sha256":"34c4e4340c7212b79de29823c7dbfa84475613dda93e0cfe825ad5eb355e0f1b","formula_version":"titan-u-contract-v1","latency_ms":27.086958000005268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317737035413648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9293","prompt_sha256":"add17818ebb588c29d1c3b360a562e2224184e6374e9db39a3f64b62959ab384","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642643586064509},"components":{"alpha":1.0,"bonus":1.0642643586064509,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642643586064509,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"d726da3d2b6458b4f1c6971fd10d328617ba34bbeafc89fddf95f575943f2999","formula_version":"titan-u-contract-v1","latency_ms":22.993208000002596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309310252731174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9302","prompt_sha256":"304351bad7d55dc5f746dc8b58c17d0fd999f1815bd436bd3c9b0ccbc463127b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066153311120169},"components":{"alpha":1.0,"bonus":1.066153311120169,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066153311120169,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5136,"eligible_count":122,"excluded_count":18,"feature_sha256":"267e752a4142cb65179be083b941390a3d7202f9e21daec69f8811f4ed990d08","formula_version":"titan-u-contract-v1","latency_ms":26.859083000005057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328199777868357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9308","prompt_sha256":"972e68b955337e88adbead8076c55e183ffcb09e9915560ea4868629f0e07634","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664793166360518},"components":{"alpha":1.0,"bonus":1.0664793166360518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664793166360518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5178,"eligible_count":122,"excluded_count":18,"feature_sha256":"cba385c385c57c0dc140854d0366b76b602451b902f0ee448c37da8db2cd62aa","formula_version":"titan-u-contract-v1","latency_ms":28.06370799999769,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331459833027183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9318","prompt_sha256":"f27892901369c243614c7e53dd0882064cfe7c453f4e5bf8444549c9ed7c3062","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647998051277041},"components":{"alpha":1.0,"bonus":1.0647998051277041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647998051277041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fdfe0e7536622dd674d8c5dc3f39ac1430f3d793a5374bdad381a204356837a","formula_version":"titan-u-contract-v1","latency_ms":40.77458399999756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314664717943707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9319","prompt_sha256":"d94a190f08408cb4142dc1864c1aef770a34fbd87a1ab1309eba5c23f910353f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670373119061958},"components":{"alpha":1.0,"bonus":1.0670373119061958,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670373119061958,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5255,"eligible_count":122,"excluded_count":18,"feature_sha256":"149de50a689d8b9316fb25307be0adfc0d49b5ef47d1830aabbefbc937f246c8","formula_version":"titan-u-contract-v1","latency_ms":30.632834000002163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337039785728623,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9320","prompt_sha256":"2cc84b43e5105301d7d3acec9bf215e56329724847bbb4aac59e6bf84d4cd98d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656593652816553},"components":{"alpha":1.0,"bonus":1.0656593652816553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656593652816553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5061,"eligible_count":122,"excluded_count":18,"feature_sha256":"387acb2731f1282e0657b00d553733a8fe8cb89525e5407950300b562f20090c","formula_version":"titan-u-contract-v1","latency_ms":35.069290999999225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323260319483218,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9322","prompt_sha256":"d65ff854692fa39e7c13af5c24720a9ff0a819764841f13e76bc672f825df2aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"928c8189bb54b264533132d69b411cbd321a453f5cda49c0f0ae26260ce1b74f","formula_version":"titan-u-contract-v1","latency_ms":26.047832999999798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9323","prompt_sha256":"297eea07b2aa75fcbfd914798a6b4b78720fe00902f0897a50bed60fc2164403","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064889210786737},"components":{"alpha":1.0,"bonus":1.064889210786737,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064889210786737,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"69d745b5486ff6b1aa1d55ece6f9a47cc4fe1c7239adbab242106ce1328511ee","formula_version":"titan-u-contract-v1","latency_ms":33.30054199999921,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315558774534035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9326","prompt_sha256":"5d61f4717df6ed04a4fa760be83e4e4cdbb4d26415519cce4e6f7aa45be5ce19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"f18c3c64f46fb4011d1c2e9c2ac2ae67a913a38cec289914003bb0a630970b89","formula_version":"titan-u-contract-v1","latency_ms":27.77604199999928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9329","prompt_sha256":"616c59bebff856acdf193278f6a34f4c7684c6b19639b6145b1499dc8a966a85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657324689210232},"components":{"alpha":1.0,"bonus":1.0657324689210232,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657324689210232,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"7678d71f15907b9f95da20e3f86af4359f7a0944c2169f7a4b5b05bebcf19d5d","formula_version":"titan-u-contract-v1","latency_ms":27.126541999997755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323991355876898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9331","prompt_sha256":"64f72237b93c727e8fae3ac3d289591e48a06fdd14d8edd00051503a270e6b86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662735966029078},"components":{"alpha":1.0,"bonus":1.0662735966029078,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662735966029078,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5148,"eligible_count":122,"excluded_count":18,"feature_sha256":"edbabf05a6331a9f76ab6aba8ae50a5465536f3dfa40b02f5b712cb2f72ea54d","formula_version":"titan-u-contract-v1","latency_ms":24.957624999998984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329402632695743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9336","prompt_sha256":"ed4e8c3b42956c57b62ba1207f30f4c7aa9097df4db9e5afedfbf969de00bd0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cc3670ae3b2ab6a7cdca430a7d782c3f789dcf183d3cfbc07e08c22ef72d854","formula_version":"titan-u-contract-v1","latency_ms":26.519207999996297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9350","prompt_sha256":"840757f348c5aeaefb901152f903cf7f8102f45d364e9b54d4e3a0dbc445e29a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4900,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa00397bb3884b7fd02aa26e6b23169c0059bed4219ba7d94a6e6b2f56232261","formula_version":"titan-u-contract-v1","latency_ms":24.929792000001783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9351","prompt_sha256":"b1e940137f0c399b14ddb6334193c6e866fc434411c5f001df42b4fd15b8ff47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"d43cf9ba366a8d3b5c39c4b2a253239c0262fb12cf4a5866fd512d5abe2b609c","formula_version":"titan-u-contract-v1","latency_ms":23.672917000006066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9352","prompt_sha256":"ec1a3db9d53780d4d07157a60065558bcf1274f5b640e9a66ec79d7d83eeb70e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064614223703826},"components":{"alpha":1.0,"bonus":1.064614223703826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064614223703826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"af0238afec807117415e6ebf54cd9a9aa4f1f7042ce8b051a6048487707347a1","formula_version":"titan-u-contract-v1","latency_ms":26.926625000001536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9353","prompt_sha256":"5f6fcf140e3e26ae93e4ba3495b9516375de1816723400e08777541dbe6d5706","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326717},"components":{"alpha":1.0,"bonus":1.0642845638326717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a11176d51aa6df3e519960689d4d89454e814945f78c7bae80e7bd54585014f","formula_version":"titan-u-contract-v1","latency_ms":25.83458299999819,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9354","prompt_sha256":"d549f2f4e4367dec43cff30dc37a90067f8f22645a28955ba54a62bc95014789","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646748476647694},"components":{"alpha":1.0,"bonus":1.0646748476647694,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646748476647694,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4869,"eligible_count":122,"excluded_count":18,"feature_sha256":"981b1727de282978c7374f7b397b7318b950a0eb73084345f00950bc375aac2a","formula_version":"titan-u-contract-v1","latency_ms":30.51691699999992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031341514331436,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9355","prompt_sha256":"0dcce7b8b52d2c89e201d90056c1b3430f2afb165fb0215a70bc618e167dfd47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982788},"components":{"alpha":1.0,"bonus":1.0644053650982788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4811,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fa1127d06e8de9f616fdcd82d2f50b8f4005f3e9c4b5a75ce7d862326487193","formula_version":"titan-u-contract-v1","latency_ms":28.60758399999952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9356","prompt_sha256":"e201eda210e7543bfd8e7d2ff2863bee5d98dfd5046b96d4fb555f09419d612c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069648},"components":{"alpha":1.0,"bonus":1.0638064064069648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5feec067de278f47a8376cdaf11b9ac7e0ee3f18d8684db5e361632d66daaa2","formula_version":"titan-u-contract-v1","latency_ms":26.19737500000241,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9360","prompt_sha256":"5f4033265f41155d8db5de3bf96851ae4c30bbcd2d5d3da0663c51be7b9dfb7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698072584874811},"components":{"alpha":1.0,"bonus":1.0698072584874811,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698072584874811,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5574,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b4d599e336a6334008eca390e85c4420c3ad4e2dad6e995419d10c73d3b4886","formula_version":"titan-u-contract-v1","latency_ms":25.457459000001847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364739251541477,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9361","prompt_sha256":"62bf5cd59bcd550dbd3a4b46b1ccf44fbe2a4e10ba4597fc0712ec1adc142097","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067166315675537},"components":{"alpha":1.0,"bonus":1.067166315675537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067166315675537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5272,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f81733350555f718eb1d3bef5762cc1ef38c592323d30b3464bd488bd1259c5","formula_version":"titan-u-contract-v1","latency_ms":27.00183399999645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338329823422037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9363","prompt_sha256":"e56206d87bc30ff375811bbb24f853c5c95b078a3099f04eef1f451c4b2280cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696507936296311},"components":{"alpha":1.0,"bonus":1.0696507936296311,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696507936296311,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5558,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe29eb987f67a5c8a7894062db1defd934307080b674a8fa51966882d3068083","formula_version":"titan-u-contract-v1","latency_ms":28.59225000000265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363174602962977,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9369","prompt_sha256":"a72f87608f440c62ddc2332e8ca9d8e17af5e807d13cad0b94ba57365e36774e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668294146675934},"components":{"alpha":1.0,"bonus":1.0668294146675934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668294146675934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5227,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e5395a2aa9a148c80ae4504ecc63c681a06cc7d22a1d4bb02985618160223f2","formula_version":"titan-u-contract-v1","latency_ms":25.27529099999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03349608133426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9372","prompt_sha256":"880083d84d0960af2212357a2288ce69145be80649b69bcac5e5b7f2e42b0ce6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646890134271603},"components":{"alpha":1.0,"bonus":1.0646890134271603,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646890134271603,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"c70cc8141383ee223d012b2a14af082f69dbf85ecfa42813b143ae4104171218","formula_version":"titan-u-contract-v1","latency_ms":24.94016700000401,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313556800938268,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9382","prompt_sha256":"a7901334c7c7d9413c9a6f1dd1625abba979c04e8aa0bf0c6332bcd32e2ef449","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8c21cd5fd7fec355f5a3d72e8c1076f7cfd3c72efa06e744589ce43f83c0db5","formula_version":"titan-u-contract-v1","latency_ms":25.52166699999958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9383","prompt_sha256":"63f75c8784ba1da882c8a3d11d7a436a8ca62ef14318000a63357d98d6d9b239","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063911944194631},"components":{"alpha":1.0,"bonus":1.063911944194631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063911944194631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ab215601def655b6a0fcc0dac70fb33d7a1654f3dc722d6a9bbad904a24cb5a","formula_version":"titan-u-contract-v1","latency_ms":26.019832999999437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9384","prompt_sha256":"0321015497a6ff21e58415d5cc5c056ee0e6ee4e69c345ca0d9ef5e47d8cc7ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647949076289291},"components":{"alpha":1.0,"bonus":1.0647949076289291,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647949076289291,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4894,"eligible_count":122,"excluded_count":18,"feature_sha256":"843efaa137941fa8d5333c897ccc2b4c9196f7b2e52a9e3cf6efb534d5f030bb","formula_version":"titan-u-contract-v1","latency_ms":29.409124999993708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314615742955957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9385","prompt_sha256":"f1140c12a72cf6882593fe0aff379c6f6e5ee8f09e13b47dabaa761995b828e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674385228199326},"components":{"alpha":1.0,"bonus":1.0674385228199326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674385228199326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5307,"eligible_count":122,"excluded_count":18,"feature_sha256":"57f083f55c70304c0c1678df3a7a952aecf2d6244fec9678c29406e489f6b5ae","formula_version":"titan-u-contract-v1","latency_ms":26.243542000003117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341051894865991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9387","prompt_sha256":"fb2fb1e6ef506b90ae170da761770aefaf9b091358fb555224bcfcff02adcca1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666844074045518},"components":{"alpha":1.0,"bonus":1.0666844074045518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666844074045518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5211,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4b8eabf571238f926a2a04e939278d76a1ac339eebabee197ee508b22f373aa","formula_version":"titan-u-contract-v1","latency_ms":24.266750000002446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333510740712184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9392","prompt_sha256":"3d6783d1b5a6eaf7894b8bc3e8338db2c481d5e52131929c6fe8d45ba78393b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676222449033648},"components":{"alpha":1.0,"bonus":1.0676222449033648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676222449033648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5330,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8f5868da53c47e4c405be0c57933540a041a801af96a2cbc1e5c9c53eedaa2a","formula_version":"titan-u-contract-v1","latency_ms":29.827249999996752,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342889115700313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9393","prompt_sha256":"5a111269a5b372b96f5f4cc128934992b5f603560fd8ee8ff2f9423e965ad675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646513844036},"components":{"alpha":1.0,"bonus":1.0646513844036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646513844036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4876,"eligible_count":122,"excluded_count":18,"feature_sha256":"c150da58dfba38d877b91991a365a7bae300823e7c158cf38613abdfe2d90cdf","formula_version":"titan-u-contract-v1","latency_ms":26.35974999999746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9397","prompt_sha256":"85e4153edd2e56de2f63497148d6524c40d562e6a8b0195f079d51c47650dd99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664665},"components":{"alpha":1.0,"bonus":1.0643008598664665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"829f8006085df40be39a8fdde4b81d624cab2bbffd9d97da49f1e00ba0c2211c","formula_version":"titan-u-contract-v1","latency_ms":23.52399999999477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9399","prompt_sha256":"2bf772d492e6430db080ca898431118903a38fdb92c9a2285055ddd19048499e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5012,"eligible_count":122,"excluded_count":18,"feature_sha256":"908a9ad2c2aecba17820c67f38e13a3320326f819739455196f4f93cf76b94f0","formula_version":"titan-u-contract-v1","latency_ms":26.48150000000271,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9405","prompt_sha256":"a55fc83b61d83fa609188d332d48fb8ffe4084cef7b5b4aa49cfb2bbc24cf050","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e979f061be664967e6167e7f3326a74be0d84867c775b11032540d6b4533b4e","formula_version":"titan-u-contract-v1","latency_ms":34.919457999997405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9406","prompt_sha256":"5b272dcfe703149604eeff01e5d939d5322c7b89aca9b8005c7ac331d538be19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396682},"components":{"alpha":1.0,"bonus":1.0645548365396682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"b01f51eecd6c5062bf8ae86c9d8ced061324c4e7257c4419d0942763c40f1a2f","formula_version":"titan-u-contract-v1","latency_ms":27.35641700000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312215032063348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9408","prompt_sha256":"1c872032aa85f5254a0f75d0d030b5060e4c235ad9e688b9cec519bcf1692908","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659453001033872},"components":{"alpha":1.0,"bonus":1.0659453001033872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659453001033872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5098,"eligible_count":122,"excluded_count":18,"feature_sha256":"383b49ccd0ab1f1f51cd6f57ea0762b8f789ae09dd4544b6451966c73b3e8371","formula_version":"titan-u-contract-v1","latency_ms":27.91512499999982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9410","prompt_sha256":"add364322633d12cf85714ef9b9b66759bfd4ad2ef46e1b15286366f83829047","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722141555270104},"components":{"alpha":1.0,"bonus":1.0722141555270104,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722141555270104,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5800,"eligible_count":122,"excluded_count":18,"feature_sha256":"be9563d27131b8c0ebef0044c1a21a9f96da82cbc8ead76a5dae62a59be9e28e","formula_version":"titan-u-contract-v1","latency_ms":27.153999999995904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038880822193677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9411","prompt_sha256":"a18e19c6fcdd73995e1ca9fbb011c2ce49a01b025ce3d40e51700d35212901ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652372975069917},"components":{"alpha":1.0,"bonus":1.0652372975069917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652372975069917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4983,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd5f3c183b0ac141f9bbf4d130879de668ffaeef279b293ad643b85bdd30ebd0","formula_version":"titan-u-contract-v1","latency_ms":26.01795800000417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319039641736583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9413","prompt_sha256":"d27c694477174ae0b77065f68ca4b9fa79a5cff20919c06462fb190c212b8bd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0838596578028448},"components":{"alpha":1.0,"bonus":1.0838596578028448,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0838596578028448,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6612,"eligible_count":122,"excluded_count":18,"feature_sha256":"63cf6a5ef42c8006ba16d864a5d3875bf8013eae7c00e998e935d90b01dcc5eb","formula_version":"titan-u-contract-v1","latency_ms":24.55154199999754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0505263244695113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9417","prompt_sha256":"3f8b78bcf94226301362f2528b8443757e027ac0158e6f1a3dbcfa3d1a15687f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0953889720094867},"components":{"alpha":1.0,"bonus":1.0953889720094867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0953889720094867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7211,"eligible_count":122,"excluded_count":18,"feature_sha256":"81e6611762b3b9df6d26163d31b6729a4adac5d41b526db38b7f8171f712a8b7","formula_version":"titan-u-contract-v1","latency_ms":25.639665999996453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0620556386761533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9418","prompt_sha256":"b45c9549802c91235cef55c0363c8d57fa0837e0de2f88a3d817fec07d63470f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068877919976131},"components":{"alpha":1.0,"bonus":1.068877919976131,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068877919976131,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5473,"eligible_count":122,"excluded_count":18,"feature_sha256":"73bf7d14d6d564873b3de1843fa255cde04615b43cbc8a7fa8f3708573c0e59c","formula_version":"titan-u-contract-v1","latency_ms":23.90408299999791,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355445866427975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9419","prompt_sha256":"93ff4872c66f13d57f08086130cd0c580a490c90356cf05d1b49a5c8937c8ed8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653547274558366},"components":{"alpha":1.0,"bonus":1.0653547274558366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653547274558366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5000,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c1d2250a8829e71266ab1e9969817f7472e6aa03159bb1e8145b5946714e907","formula_version":"titan-u-contract-v1","latency_ms":24.588958999999022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320213941225032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9422","prompt_sha256":"ece833ce68792ba494468954cf8e645ccd1e63b82001b09bc8ea85a3dca55092","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644096405108794},"components":{"alpha":1.0,"bonus":1.0644096405108794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644096405108794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"b263d1d367cf250d23118d9ff3695a581140844dca6d213506d8dec9dc6c5fbc","formula_version":"titan-u-contract-v1","latency_ms":32.427875000003326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031076307177546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9424","prompt_sha256":"8e914bc4a87072b7382a0b8fda964a385a2ecc19c064aebbb6b9714229edc475","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246385},"components":{"alpha":1.0,"bonus":1.0637145411246385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff6946e87d828361ba360785f02b8d5df7aa15b9ca762b191370d43a60498afb","formula_version":"titan-u-contract-v1","latency_ms":30.46604200000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030381207791305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9425","prompt_sha256":"55dc80bfaee184f88f5716a25d96a182406dc6987b4630e37ea110e8486da783","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662332391707252},"components":{"alpha":1.0,"bonus":1.0662332391707252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662332391707252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5159,"eligible_count":122,"excluded_count":18,"feature_sha256":"6851223a9335e82fb98c729a9c8b168f631f1ea4e5b7318b97a4b194b9957184","formula_version":"titan-u-contract-v1","latency_ms":31.50008300000451,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328999058373918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9427","prompt_sha256":"95398d5b8bf4c548f59c770be7939f01c017820d6db511c47ac9b46a63666d5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530823},"components":{"alpha":1.0,"bonus":1.0637670239530823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b78a8b7f7e82836284e9c0d2876cf60fb8d080b2bfb2db55e394fbaf6c37f16","formula_version":"titan-u-contract-v1","latency_ms":55.450833000001865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197489,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9428","prompt_sha256":"5c85359b6b8e11eec1446c74347223163f5e739863c797714c7538b664d315f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672663825165676},"components":{"alpha":1.0,"bonus":1.0672663825165676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672663825165676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5285,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1f90eadeffa26413336d53dcecd5ddd6f802e86be9985794b2ceb836b93f13e","formula_version":"titan-u-contract-v1","latency_ms":72.11670900000655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339330491832341,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9433","prompt_sha256":"f66228ee1a8ad57035fef41c23d2d6173933977fc6d4e412da44315945d2e787","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664376483472908},"components":{"alpha":1.0,"bonus":1.0664376483472908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664376483472908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5172,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c13e0285ff9a4b7d386f2fea025b4df52288ca01ae6092d78956db4d442b781","formula_version":"titan-u-contract-v1","latency_ms":30.626750000003256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331043150139574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9442","prompt_sha256":"5c0f603bc7210dd1e783422157a9bbdd7e31f118b7b5f413c72a44930f1b8ca3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645638925165553},"components":{"alpha":1.0,"bonus":1.0645638925165553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645638925165553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ef41c15017e273576f2681db1a711c9c98ef6beb763ebc6f42242033876e5d1","formula_version":"titan-u-contract-v1","latency_ms":33.16216700000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832218,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9447","prompt_sha256":"b7a6d732a037c2d76bdce460528f6c722c04e17b25de77cb8d6c720209554d8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064256327794202},"components":{"alpha":1.0,"bonus":1.064256327794202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064256327794202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb8f49be5456c7ed6d1a4b2630ac603578aa6f4b9b28659c777bbf574a4c4ea8","formula_version":"titan-u-contract-v1","latency_ms":29.665833999999336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9448","prompt_sha256":"a240aa14f222d5ea2c71cc8ec59c2cf4cbf7f22b4bc6e4a49eda150ee1919754","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922884},"components":{"alpha":1.0,"bonus":1.0650751293922884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4949,"eligible_count":122,"excluded_count":18,"feature_sha256":"23c206f7a7bbe5e6f8a6a94b7fde1f0453b28303e9240b3ead68c05b52861f39","formula_version":"titan-u-contract-v1","latency_ms":69.82941699999401,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031741796058955,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9449","prompt_sha256":"bd142cbbd63bb94fdfe81b1315511d047b6c1e238a26e9b8386a14aa4fa40cbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083946},"components":{"alpha":1.0,"bonus":1.0646654404083946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4867,"eligible_count":122,"excluded_count":18,"feature_sha256":"95211c07da2f74915073457a03a27c7f8196385e16ee1a47940bbf7471c05c3d","formula_version":"titan-u-contract-v1","latency_ms":52.622833000000924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9450","prompt_sha256":"3beec42a442d9373674e71f25456b5d9a6981a65c3266d3d0b3a4b9898cde145","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b3bc4d64316fb0f6597bfa1b97e49f14b482e2347d9c887c3521bd3aa78a505","formula_version":"titan-u-contract-v1","latency_ms":29.24920800000308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9451","prompt_sha256":"2422ed176f6936188d5fd275bf7b8c1d84bfc03ee3289c51ee8b5f9c74b9c90e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670750361677945},"components":{"alpha":1.0,"bonus":1.0670750361677945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670750361677945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5260,"eligible_count":122,"excluded_count":18,"feature_sha256":"18ed4948cbe4dbc0d0383a78d0b2168d7f94f2eb5097d2ee7f17cf102bf6a8d1","formula_version":"titan-u-contract-v1","latency_ms":25.964416000000767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033741702834461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9453","prompt_sha256":"ee7420bd270f74d7c6b182ef8644c4387075f2973190b78cdbbb6b4b2002f36a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646050067102355},"components":{"alpha":1.0,"bonus":1.0646050067102355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646050067102355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"0dfa6ba967aa4535157ccb9df3f16690358201d5ff0e9b84e6610e124e67c0de","formula_version":"titan-u-contract-v1","latency_ms":31.741666000002056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031271673376902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9464","prompt_sha256":"c3dd42b14757f7862d099702f24e5baa4f4ab6fea103c30a70038a576d9a9148","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650645520342872},"components":{"alpha":1.0,"bonus":1.0650645520342872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650645520342872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c6988862bfb7400ef7f20213bfd46526fd72e58ddc5ca02be9c1ccfdd2c2036","formula_version":"titan-u-contract-v1","latency_ms":48.2214170000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9465","prompt_sha256":"750ec81b5cccfe185df4c0c306bfb5c259e2921db056c3a8bc04215a171f1cd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"f21a7263824b3a3cec67bb8bd717ac1cae95fc2b066941eaf441ff8e5afd98eb","formula_version":"titan-u-contract-v1","latency_ms":22.576000000000818,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9466","prompt_sha256":"bda5d8ac98e3de82407b3149183fcd1ab0147629bcdfdfea2a099c9bd73a4211","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644615165953628},"components":{"alpha":1.0,"bonus":1.0644615165953628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644615165953628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d8d542ad6d809cf64390e43d69a724f287e8d618d7caacb22101e284b4afdb8","formula_version":"titan-u-contract-v1","latency_ms":27.375582999994208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311281832620294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9474","prompt_sha256":"0ee7f04b6b70a8e30bd72a381e0d1366292e73be69e383be6b0a1492793dc887","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655635282856204},"components":{"alpha":1.0,"bonus":1.0655635282856204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655635282856204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5036,"eligible_count":122,"excluded_count":18,"feature_sha256":"d84f28a9e31e6dcaaf490f87696bf45d72109504ea8b66045b449d8e19931f23","formula_version":"titan-u-contract-v1","latency_ms":25.48612500000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032230194952287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9476","prompt_sha256":"884054c16edaccfb3e5d9862817a58fedb28e52f18984543ed0512f548cbd768","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665563891562413},"components":{"alpha":1.0,"bonus":1.0665563891562413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665563891562413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5189,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b7aec52ad9333cd3fc7122654ec9d0c1fe0982fd982abc88de44e902d29551f","formula_version":"titan-u-contract-v1","latency_ms":25.767583000003924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332230558229079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9477","prompt_sha256":"e20f1154e9032f93984d4d4aad9db1517d978be8f7e5561dd840b6b020a1d55e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648892107867372},"components":{"alpha":1.0,"bonus":1.0648892107867372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648892107867372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"1799ad877707a79a43104252c6c90688a3fa6fdb707dd98e8f2e007e88f06e58","formula_version":"titan-u-contract-v1","latency_ms":23.982000000003723,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315558774534037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9478","prompt_sha256":"74b4b147b183ef16a0932a4585fc86c1d46d9a3171478143af73d20a8150d937","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065394586526513},"components":{"alpha":1.0,"bonus":1.065394586526513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065394586526513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5007,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d2cebf8e63dde0524afba7bcfa9deccecaa9462b670e6653572c475ecdd51ad","formula_version":"titan-u-contract-v1","latency_ms":23.554040999997028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320612531931797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9479","prompt_sha256":"91209dec2019f6a274ab8d7546eed467b1f0231e0a28705f1c5b5e84d72873b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662466625094307},"components":{"alpha":1.0,"bonus":1.0662466625094307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662466625094307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5145,"eligible_count":122,"excluded_count":18,"feature_sha256":"14d7c7528b900df2c61303376105c542874e3cd7b2d9dd07bab1e8e9002c9e20","formula_version":"titan-u-contract-v1","latency_ms":24.73408300000557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329133291760972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9343","prompt_sha256":"980f141f74c2055b01a13ec46985fdfffd9312dc5a4238f5072a272c155f6be7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590145},"components":{"alpha":1.0,"bonus":1.0654753780590145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5021,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b8d64b14cb242665f538b7526ea0874ce895266ca8fa31940618f01d6fdc6e1","formula_version":"titan-u-contract-v1","latency_ms":23.838665999996067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032142044725681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9205","prompt_sha256":"7704c3853d5d39ec7d88ac78a6d78fd6a465466a76ae15050ad5d5d4f03e7187","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672200452577718},"components":{"alpha":1.0,"bonus":1.0672200452577718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672200452577718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5282,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b6caf5809f72d9950b22ad0884045b408b1558ffbe4e485306a75418f57864e","formula_version":"titan-u-contract-v1","latency_ms":24.33629200000098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338867119244384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9139","prompt_sha256":"17bb981b3dbd604eff32ebba1007d2db486eb7d479c5bd1693d80a069b096257","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065611213253924},"components":{"alpha":1.0,"bonus":1.065611213253924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065611213253924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5042,"eligible_count":122,"excluded_count":18,"feature_sha256":"17705144a634f0ced4df67645da6a39ee13404d1a76cfe5b64a31e3647c1fb86","formula_version":"titan-u-contract-v1","latency_ms":23.640000000000327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322778799205905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9401","prompt_sha256":"06c99dd6ccb90591db0baf33cd5820ecc21b21c6a7eb8cbc0f0165ca048bb7f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655516800289415},"components":{"alpha":1.0,"bonus":1.0655516800289415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655516800289415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5077,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe3c48666b022e240d93492aeb90992bdae4a21722cb4c451daacb2dac47bd10","formula_version":"titan-u-contract-v1","latency_ms":23.659541000000672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032218346695608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9347","prompt_sha256":"c0c24093b4016fc3012da17010c28abe2c13b035cb0b0621efe5effd36369e57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064727110724856},"components":{"alpha":1.0,"bonus":1.064727110724856,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064727110724856,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f378a0fb1270d5c5fa0cf1faae1a32260cbd6c839a2ca6ba389d849cc38ae81","formula_version":"titan-u-contract-v1","latency_ms":24.130542000001753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313937773915225,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9176","prompt_sha256":"ddc3466a6de9d63495b666e11f7479f52781d4ef39d833c4f38e57eff5850c4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"381ffb3b759bec66802778c76f6f6933f4756702cf1754c52a28f0069e6c7929","formula_version":"titan-u-contract-v1","latency_ms":23.979832999998507,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9460","prompt_sha256":"723301cd4be21d3171b3c934e7d0515c266992c104513bff4d68d1ead60ed6c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"9459b6ca2f082fa75e2e1e71ab4f819348a985c2e328cf5f8839c138595be3ef","formula_version":"titan-u-contract-v1","latency_ms":24.11929199999463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9407","prompt_sha256":"ca3821d5f4289c68bfb089eff98f897214ea055baf0d6b23c64b9422f3e7cc30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083129},"components":{"alpha":1.0,"bonus":1.0644010970083129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"5099630dd8cfa321abecdbfc36602b559d56e13c03622ab3d4e4596b236176f4","formula_version":"titan-u-contract-v1","latency_ms":27.591915999998662,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9321","prompt_sha256":"260454a00e303933e947a3f0d391a84d58e2af956f8676b22e86497dc704268a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064568431484092},"components":{"alpha":1.0,"bonus":1.064568431484092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064568431484092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4848,"eligible_count":122,"excluded_count":18,"feature_sha256":"96dd12b9719152d5ebe1aebeca7d0ff23d262e7ef4c3dd3b8597486689e02853","formula_version":"titan-u-contract-v1","latency_ms":27.838207999998588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312350981507585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9310","prompt_sha256":"346e2c8d042d550d89810db0c04d1a5e34c2afa2300cd7298c38593f41f7fbde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066542310459365},"components":{"alpha":1.0,"bonus":1.066542310459365,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066542310459365,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5209,"eligible_count":122,"excluded_count":18,"feature_sha256":"a35d09664e882895bf2ee47857e9f7b561c10591aaae4f41bf1062ce82cda077","formula_version":"titan-u-contract-v1","latency_ms":24.490124999999807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332089771260315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9279","prompt_sha256":"9174b4014fb7404109fe6731ee78dbb8fec96deda1e6fc61de4a83b1afe4f30e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678262967355692},"components":{"alpha":1.0,"bonus":1.0678262967355692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678262967355692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5355,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3043164ff33e503efc62f8734798332760602c8ac5b61e3f18412e8bc791211","formula_version":"titan-u-contract-v1","latency_ms":24.01266700000093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344929634022357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9268","prompt_sha256":"fbff977089997df50adb2b6bcc21223df7884bd388c3e01f0bae9e7686d1d458","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650645520342887},"components":{"alpha":1.0,"bonus":1.0650645520342887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650645520342887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4944,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7f47e29c1818ea74b302595ccbb92d3e070f66ff27a0f5f9d97b7b8ae4c6e69","formula_version":"titan-u-contract-v1","latency_ms":28.188915999997732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9386","prompt_sha256":"ccc4571bf676be2f4995bd4a597eaa4e30b7033c45f792d7b47b3dbac5f48055","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069400478217819},"components":{"alpha":1.0,"bonus":1.069400478217819,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069400478217819,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5536,"eligible_count":122,"excluded_count":18,"feature_sha256":"da0b4640c50cda73bd836af81254608aa86a5928c842532a0d2e7a2f272eefe7","formula_version":"titan-u-contract-v1","latency_ms":26.622457999998517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360671448844856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9345","prompt_sha256":"e25c16c47eb23d1942c44d6081cb7f2e114f5e1cd381ba7494fcafd940a7c99c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722141555270104},"components":{"alpha":1.0,"bonus":1.0722141555270104,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722141555270104,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5800,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ef56ea5ab23ffc6fa92c431393c26149a77ea2a390e01c7c880e0c13288e451","formula_version":"titan-u-contract-v1","latency_ms":25.79466699999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038880822193677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9193","prompt_sha256":"fa60df3b1425602d9aa971d623341ed6e1a118ac28fb9921f905d9cbab6c9fab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659261817780818},"components":{"alpha":1.0,"bonus":1.0659261817780818,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659261817780818,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5095,"eligible_count":122,"excluded_count":18,"feature_sha256":"22d47e292705199dc37bc018ee8fddabdd6a71b0757d29b3d5bf0a80881709f3","formula_version":"titan-u-contract-v1","latency_ms":25.939417000003573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325928484447484,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9173","prompt_sha256":"5c4bcd1e9b901564fd833cb64b9a3188a730ca5b06dfe71cd3d14874a9e12f8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675338987591916},"components":{"alpha":1.0,"bonus":1.0675338987591916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675338987591916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5325,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6a166d0bef6a244e1d49b0df6dbcdf10d51c5c8fdc405bde448f824478f0f5e","formula_version":"titan-u-contract-v1","latency_ms":27.90304100000185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342005654258581,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9470","prompt_sha256":"5bdeeb6d60115ee2ed61a2e4b66e93b6798ec1c879af7a3d132c56139c4a3f24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066113740560781},"components":{"alpha":1.0,"bonus":1.066113740560781,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066113740560781,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5126,"eligible_count":122,"excluded_count":18,"feature_sha256":"95289b8ccfb0003c9b33be209e1e52dbbff8242efdbd6c18d729045a4c225909","formula_version":"titan-u-contract-v1","latency_ms":27.231249999999818,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327804072274476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9277","prompt_sha256":"2155edd8f9b5e39c4d8454b20cac59e97028c4d0801ac3431b61cf31fe6b3fd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666343423650395},"components":{"alpha":1.0,"bonus":1.0666343423650395,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666343423650395,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5194,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc8b943636e1e50cf6b6cd83c83b657742dcebbcdff6065f3b5141a652ca3b4d","formula_version":"titan-u-contract-v1","latency_ms":23.1696249999942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033301009031706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9298","prompt_sha256":"b066c29f6540bf1f9922b5db43bbb54e5c1942f29c7666b86d10a05c9374ba61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065533962386934},"components":{"alpha":1.0,"bonus":1.065533962386934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065533962386934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5031,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dc4324301072377fd06fd730ec9d94c75f6509c8b88de8cd3f0846d201197d5","formula_version":"titan-u-contract-v1","latency_ms":23.518375000001868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322006290536005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9469","prompt_sha256":"0a1deab4fe69206f7cbbfe1814f648fe2274ec035c266096e4ed189b045cd71e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662198449721798},"components":{"alpha":1.0,"bonus":1.0662198449721798,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662198449721798,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5154,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9b3956fd7ba1cb1046ee2424b3d91516d02b4aba4c3db6021de50f7fce27ad1","formula_version":"titan-u-contract-v1","latency_ms":25.304165999997963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328865116388464,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9381","prompt_sha256":"3ce39ffd4f2a064bc342c848d370ee9af6aab25726a7ee0b44fb74b2ec7f2830","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06601596200526},"components":{"alpha":1.0,"bonus":1.06601596200526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06601596200526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5115,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e81b1e5041b0ea49ab6b1475ce98177bbaadf3134dede23aa431bc9eec29eb4","formula_version":"titan-u-contract-v1","latency_ms":28.22866599999685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326826286719266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9317","prompt_sha256":"b29ab8fedd040af567994af623b3176b55ba5d7c4c430594275e7c79042c25f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064582092301951},"components":{"alpha":1.0,"bonus":1.064582092301951,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064582092301951,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4846,"eligible_count":122,"excluded_count":18,"feature_sha256":"62da6b5e59f4340b3e2b702f9751281a3685752ab856fde3545d116bd7937d79","formula_version":"titan-u-contract-v1","latency_ms":25.712167000001784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312487589686177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9158","prompt_sha256":"702ea93b80f90e729d915f822e63453152270bbc3e7e6f2809da9c72cd965d17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647080035448686},"components":{"alpha":1.0,"bonus":1.0647080035448686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647080035448686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"907f06cf3427699f4934c06039d70fd27c4465d4354ecdad484d7476ba31d5f2","formula_version":"titan-u-contract-v1","latency_ms":26.84445799999935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313746702115352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9178","prompt_sha256":"cca481462d38b1b5a494532aac70a5cb3d7b307910e53308dda4100bcc315213","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652152951399074},"components":{"alpha":1.0,"bonus":1.0652152951399074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652152951399074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4971,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9534ba21eecbd4955f05677189db38e56e48b9b7013da73228cdfef2cd5bf1e","formula_version":"titan-u-contract-v1","latency_ms":28.259499999997217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031881961806574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9281","prompt_sha256":"adefc38a8c5b25230041b0910313e152b7e2bdf9bd9e417d9059fd0ea1af7e89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671281553777878},"components":{"alpha":1.0,"bonus":1.0671281553777878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671281553777878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5267,"eligible_count":122,"excluded_count":18,"feature_sha256":"4dbc706dcbf5f1bb49c20846aee462276fd1839c39db5ab0ebafa6dc38e6c5ae","formula_version":"titan-u-contract-v1","latency_ms":27.96162500000321,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337948220444544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9100","prompt_sha256":"569bb23121d0ee461100bd3c7c3d5295eea22229c6da39f7227e9e3bf3d609e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676545884847308},"components":{"alpha":1.0,"bonus":1.0676545884847308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676545884847308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5328,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5d38ffbfad73b1762acd657d6bb45e7250f1f428228447f5cdf5ef25ea8367f","formula_version":"titan-u-contract-v1","latency_ms":26.88579200000163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343212551513974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9461","prompt_sha256":"d34ae398f7f9d0f6457a49bd9ece7a215682e3f2b73e9cd6145c6a01cc92ed7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647949076289291},"components":{"alpha":1.0,"bonus":1.0647949076289291,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647949076289291,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4894,"eligible_count":122,"excluded_count":18,"feature_sha256":"a680cbf05a884f1994bbe5b330655e44fe97888df696236015241e746dbf4004","formula_version":"titan-u-contract-v1","latency_ms":24.817875000003653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314615742955957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9089","prompt_sha256":"dee89153a4075f435d8c1fb989f33b0a08a6bb40624ab9bf38bf2a9f270345ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719411459182355},"components":{"alpha":1.0,"bonus":1.0719411459182355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719411459182355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5775,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bec9e6f01de948998537bf1e9040082d4af57832f5dff8403811cef6526f2b1","formula_version":"titan-u-contract-v1","latency_ms":24.511291000003155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038607812584902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9290","prompt_sha256":"79bcbbcd82a44ebdecef162ad6e332b51db0291cf6533a62bd85fd253aaf35a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406075},"components":{"alpha":1.0,"bonus":1.0647032450406075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"50fe756865a2b4f258b802f05f9b03c7a87201674492d8d4daa143b524943e91","formula_version":"titan-u-contract-v1","latency_ms":25.094374999994784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031369911707274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9409","prompt_sha256":"a0725eaeff1c749853cb9dccffaa87c6a843390ab18378568efe8eeccaa94f69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069201863541212},"components":{"alpha":1.0,"bonus":1.069201863541212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069201863541212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5510,"eligible_count":122,"excluded_count":18,"feature_sha256":"843be06a92634027993e88c7c12552f7f8769fc2bbcd2a98878182faab5291c8","formula_version":"titan-u-contract-v1","latency_ms":27.61437499999886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358685302078785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9189","prompt_sha256":"158df70e37cfd7f5e5795e2fd17f2b9d17423f01900974eea8d5c214776c1dd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06700726333048},"components":{"alpha":1.0,"bonus":1.06700726333048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06700726333048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5251,"eligible_count":122,"excluded_count":18,"feature_sha256":"f32eeb7bbf41f17ceaddc2631149d9fed9cd1c2dfa66d10c2ca7cea8daf08f72","formula_version":"titan-u-contract-v1","latency_ms":34.66837499999542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336739299971465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9371","prompt_sha256":"803915f23ef10c59a21d476d4bbee4ecd70559a3b88c39c2d223b8893f644cc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665282608773194},"components":{"alpha":1.0,"bonus":1.0665282608773194,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665282608773194,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5193,"eligible_count":122,"excluded_count":18,"feature_sha256":"bca7f1c764046bc64ab8f3813d66a5f4c65d78974ad999069756de42461bdc41","formula_version":"titan-u-contract-v1","latency_ms":25.166290999997898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033194927543986,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9378","prompt_sha256":"df318f6a4594f834b160b12cea7f12ab3295803d1ea75503966643068087a489","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645055520346065},"components":{"alpha":1.0,"bonus":1.0645055520346065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645055520346065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4832,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee7f0c88b6b8fa6793e308662d1bdc164c9ff321994ccf981df65f09e3929606","formula_version":"titan-u-contract-v1","latency_ms":34.42779099999882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031172218701273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9396","prompt_sha256":"9338399aa80f3fedca02eb7a4a53f4533a1afef77fc062f55c4c37162491cdfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656232074764982},"components":{"alpha":1.0,"bonus":1.0656232074764982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656232074764982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5045,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0b04b49cd8e32409f301953244c3f63c6d079d20caac26c0e7f753649f6a7ba","formula_version":"titan-u-contract-v1","latency_ms":30.07858300000521,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322898741431648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9301","prompt_sha256":"a20af5f8f2adc7c1b400c88d3397b1a92c0e0165f8c63581fadd1cf06993365c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646890134271603},"components":{"alpha":1.0,"bonus":1.0646890134271603,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646890134271603,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbd1f618d5d66d38391cbba4b04650966c851b76f4ab16fcbe6f06d1b0c025e3","formula_version":"titan-u-contract-v1","latency_ms":30.547540999997125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313556800938268,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9305","prompt_sha256":"b6ba430f7632d91fdfe40d6d6d2f548dc8784ce76a7a64ffb5c72b436d1708a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065394586526513},"components":{"alpha":1.0,"bonus":1.065394586526513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065394586526513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5004,"eligible_count":122,"excluded_count":18,"feature_sha256":"753164f68f9b34d0557b3fcf19692ef5335cccd3b0adc993f6ea8a46888dce47","formula_version":"titan-u-contract-v1","latency_ms":37.377667000001225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320612531931797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9096","prompt_sha256":"17591d51d85311ffc1577def0300050e1a86f32bebb81f8502fe00aa47474280","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679676412759425},"components":{"alpha":1.0,"bonus":1.0679676412759425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679676412759425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5366,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dfe64f860cb3675a4eb76aec8cc2ff9f8f2c3285afd5c2131e521e79b0ce5d2","formula_version":"titan-u-contract-v1","latency_ms":33.25316699999803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034634307942609,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9170","prompt_sha256":"42fb44c154f2b2646303e427b7fcf6388473e3caf387e98111d6e9fa9ee42c76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696313653836538},"components":{"alpha":1.0,"bonus":0.8936878644367917,"cost":0.4,"cost_multiplier":1.0,"cost_penalty":0.12,"exploration":0.8936878644367917,"lambda_plan":0.3,"lat":0.8054577741386187,"latency_multiplier":1.0,"latency_penalty":0.04027288870693094,"mu":0.05,"preference":0.0,"q":0.3041751757405304},"context_tokens_required":5569,"eligible_count":122,"excluded_count":18,"feature_sha256":"57d08b2d8acdca3d21469975b8d266c1b183dfb20dde3e3f6e29fb73e95c1e1c","formula_version":"titan-u-contract-v1","latency_ms":31.234416000003762,"model_id":"gemini-3-pro","model_provenance":"configured_target_no_inference","samples":33,"score":1.0375901514703911,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"google/gemini-3.1-pro-preview","uncertainty":0.8355101517766779},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9296","prompt_sha256":"4f41c74df458786c9cda324eaec5648afebbfaae781f778c6c2eced9981dc19b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663414417120345},"components":{"alpha":1.0,"bonus":1.0663414417120345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663414417120345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5165,"eligible_count":122,"excluded_count":18,"feature_sha256":"50032f13695ae2affd3554490c385cc50844916f9db96414add292a153cc413d","formula_version":"titan-u-contract-v1","latency_ms":27.059874999999067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033008108378701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9126","prompt_sha256":"3e55e2110ca09f0ff4670bcd5c6363f9de7cd7ba3f1b90c710bf9742752b53bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077932569783472},"components":{"alpha":1.0,"bonus":1.077932569783472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077932569783472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6239,"eligible_count":122,"excluded_count":18,"feature_sha256":"03b0923b40f2c8464d67b07b6e3abce260df4a64931557ca1ce805605b9ba488","formula_version":"titan-u-contract-v1","latency_ms":24.99754100000473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445992364501386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9187","prompt_sha256":"423b922317b845806b808dc39f65f33765ad7fcc5f7100e6d83517e462a482af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081133812399048},"components":{"alpha":1.0,"bonus":1.081133812399048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081133812399048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6448,"eligible_count":122,"excluded_count":18,"feature_sha256":"28f3d19a0572d03f4705e684a9d7368d6196f77660e1cbbe91bae009440a0efc","formula_version":"titan-u-contract-v1","latency_ms":24.655791000000704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0478004790657145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9324","prompt_sha256":"3a2dffb722daafef27356cf5eb33c19241378e4cfcd7c3a6fa7364ade84ad250","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652649648385606},"components":{"alpha":1.0,"bonus":1.0652649648385606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652649648385606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4983,"eligible_count":122,"excluded_count":18,"feature_sha256":"42814faa331f80b1bb52b445f2e99d959f46afcd28ca5729e109c1a25276fc57","formula_version":"titan-u-contract-v1","latency_ms":23.213832999999795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319316315052272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9194","prompt_sha256":"d7887ab948a3f253d22176faf3416212be458e3ef0df5e1b4716237382a23fd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065080429034587},"components":{"alpha":1.0,"bonus":1.065080429034587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065080429034587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4949,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae3502f9ad6e9d95dd988a1195bd97bdc5366b5339b8e824528d8b03426d85c6","formula_version":"titan-u-contract-v1","latency_ms":22.607333000003393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317470957012536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9107","prompt_sha256":"88713b765ac0f149a0aaac6f7956d79edc2ac50d5577d27b5a735e282ee90d64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075052382444688},"components":{"alpha":1.0,"bonus":1.075052382444688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075052382444688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6031,"eligible_count":122,"excluded_count":18,"feature_sha256":"06e5cc70b4a0420e5265bb1caec75878f1b1e42ee5d6cbad4fe2ee127e156a87","formula_version":"titan-u-contract-v1","latency_ms":26.674707999994496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417190491113546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9220","prompt_sha256":"de62f90f009c3d98147bc85bdc354d26e5ad5bc5459d58d735eddbc85d6ec35a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662265384288652},"components":{"alpha":1.0,"bonus":1.0662265384288652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662265384288652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5144,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bca6eefb2f9d6d85acda231754aa17b6e1489031bc7510f50d4956105dae903","formula_version":"titan-u-contract-v1","latency_ms":30.614958000001025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328932050955317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9197","prompt_sha256":"6cd22dbf36dc99c948d092054e39a7acd481f00e41b94157ea0a464ac471e322","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770844942772597},"components":{"alpha":1.0,"bonus":1.0770844942772597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770844942772597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6198,"eligible_count":122,"excluded_count":18,"feature_sha256":"baa4e8018b199ee93feb174b27a2d632c1f9002890560d088292aef25ce3d93d","formula_version":"titan-u-contract-v1","latency_ms":31.261875000005546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437511609439263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9183","prompt_sha256":"0d2ac3ec476714078d7edf3324f73fe3cf656b38c3b80e610ec35a61fc8f32fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066771062599655},"components":{"alpha":1.0,"bonus":1.066771062599655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066771062599655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5229,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc84a147b421b7a796b12dafcd061c37fbd95f68178ae62b3a5ba2e9fd92eed4","formula_version":"titan-u-contract-v1","latency_ms":29.664332999999488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334377292663215,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9429","prompt_sha256":"fde6e8a7e9ebada63403c75223e170939f4d35223c45d6725c115208eca89feb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065539860968373},"components":{"alpha":1.0,"bonus":1.065539860968373,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065539860968373,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5026,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ce0480b9494f15fd41fc265a533dea7f8401cf7840eed274a01cd6098e1c6a0","formula_version":"titan-u-contract-v1","latency_ms":28.878666000004216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322065276350396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9440","prompt_sha256":"fa37e3d216c7b06bb712ae20d833dd2ef765c5b2ecf7ba0d1dbd8c1116c88ba3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677033215329528},"components":{"alpha":1.0,"bonus":1.0677033215329528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677033215329528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5338,"eligible_count":122,"excluded_count":18,"feature_sha256":"b98409cfc22407f9d82cde989754f098cc75662a328e880b103ff4bea2fd7051","formula_version":"titan-u-contract-v1","latency_ms":35.096625000001325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343699881996193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9162","prompt_sha256":"287d2501e0a0fcf2df4188c23814843debd927d292a39bab54451274c8e7d109","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066120317436076},"components":{"alpha":1.0,"bonus":1.066120317436076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066120317436076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5127,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbcdc5810a24bdde39e233acd76129ef2709edd5aaf3d386d5747d6ae46ba6f8","formula_version":"titan-u-contract-v1","latency_ms":26.220334000001344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9439","prompt_sha256":"a79852d2f927c5abb4409921b199ac9e727ba3e20c88836bb12504039e07c003","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716722658128741},"components":{"alpha":1.0,"bonus":1.0716722658128741,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716722658128741,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5896,"eligible_count":122,"excluded_count":18,"feature_sha256":"299f025160275a76654f28b93a5aede792acb09765e78feed66d9d21a85e5c65","formula_version":"titan-u-contract-v1","latency_ms":26.64374999999808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383389324795407,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9191","prompt_sha256":"905ef94e9a30a3d5ebad853c784d31eb261b0583047a8c6b3d6fd680a14450c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646327455101594},"components":{"alpha":1.0,"bonus":1.0646327455101594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646327455101594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"76d38d1fe65a7dd2fde36b03035755122df067ef614d0e5b1e2461ba0ee8949d","formula_version":"titan-u-contract-v1","latency_ms":28.36341699999423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031299412176826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9307","prompt_sha256":"9b4eedf0f351becf7c770ae9dc8e0282293cdbe3cfc73b4dc193c064ba724ef9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646842841894493},"components":{"alpha":1.0,"bonus":1.0646842841894493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646842841894493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"edb8c26d93b98fe7b2ffcb1078a83a651286810ab03515d14220ed1c30d32aff","formula_version":"titan-u-contract-v1","latency_ms":26.609917000001815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9127","prompt_sha256":"896a3ae00a798654cace316a2dc5a3f764fa71931902eae372e915c30db65bc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665142404112569},"components":{"alpha":1.0,"bonus":1.0665142404112569,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665142404112569,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5197,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0402889c166bec201bbf1184615178b598fcc59c759461fb29035bbbc8a446c","formula_version":"titan-u-contract-v1","latency_ms":30.55420900000172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331809070779234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9297","prompt_sha256":"2c81541294ca2cb184d865f492affcf78ca843067605603654e10e93d08da0c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656957857721405},"components":{"alpha":1.0,"bonus":1.0656957857721405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656957857721405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5058,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf0bdc83e0b4eef419d30dd31d0dae4d1ba120a2fb899a51e425fd4a3b0bd479","formula_version":"titan-u-contract-v1","latency_ms":25.756333000003906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032362452438807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9455","prompt_sha256":"74fe49be37ad582c4eb9ba6b04b33211edb5b0c3a1574c2b5839e70f611d2a32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068932824274987},"components":{"alpha":1.0,"bonus":1.068932824274987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068932824274987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5483,"eligible_count":122,"excluded_count":18,"feature_sha256":"e54552672ea7da3e008eb18977699e45224a397c09fab531a1d4b33c3837f066","formula_version":"titan-u-contract-v1","latency_ms":25.699291000002233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355994909416535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9095","prompt_sha256":"7321cfb0793d282eecf8ec2e9448a0812d00499be44c38de75f7156689534e59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664793166360518},"components":{"alpha":1.0,"bonus":1.0664793166360518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664793166360518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5183,"eligible_count":122,"excluded_count":18,"feature_sha256":"b41e48d0633d61be0f8c09e1940660d2cbd4efb1b758fd5c8d76ecd5635198ab","formula_version":"titan-u-contract-v1","latency_ms":24.905207999999845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331459833027183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9304","prompt_sha256":"19e4b3fde67bbabf2620c55550c1a88a8a9835f641e756739f47c044ee0d6f3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660875059358388},"components":{"alpha":1.0,"bonus":1.0660875059358388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660875059358388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5120,"eligible_count":122,"excluded_count":18,"feature_sha256":"816eb3067bc2bbb91f9ac4eda11b204fdef0e79cf08f122585f17c7649852843","formula_version":"titan-u-contract-v1","latency_ms":25.1852920000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327541726025053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9165","prompt_sha256":"2ac48408bffc6ddafc342301fb43bc8a40b6ace8e1c5a1805728af8fc919d352","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652649648385606},"components":{"alpha":1.0,"bonus":1.0652649648385606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652649648385606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4987,"eligible_count":122,"excluded_count":18,"feature_sha256":"36eaca016adc394b8c1a6e5b94e3596e1a9628de32305f178e56671423a9deeb","formula_version":"titan-u-contract-v1","latency_ms":25.017750000003502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319316315052272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9130","prompt_sha256":"883d3142fb014fa956de4abf8380f632223f7f51a3c5ec2cde36bbfc018baf2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065557600507828},"components":{"alpha":1.0,"bonus":1.065557600507828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065557600507828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5035,"eligible_count":122,"excluded_count":18,"feature_sha256":"92963d2f66c34743b324dbd32193271a331d1e912c1542c157885166a99a49af","formula_version":"titan-u-contract-v1","latency_ms":26.395250000000203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322242671744946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9135","prompt_sha256":"51fb684d4ae7693827437d83b2c412c2cd9cd9264a9fe47ae38b2474b9c20859","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"c32c6ce72ab65002d27f2973ab1d0ffe55fc3cef1b84015450caf2098279b205","formula_version":"titan-u-contract-v1","latency_ms":22.65612500000458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9245","prompt_sha256":"2e2ab464213981abad0bd3016615ae76ff0715ff166442bdb01bcfad8261d179","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664665},"components":{"alpha":1.0,"bonus":1.0643008598664665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"3addb3ac8497570dc9c16b92151a38f1166523ae106ed54ccefe3ff423ac7a8d","formula_version":"titan-u-contract-v1","latency_ms":23.419042000000445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9273","prompt_sha256":"5fd1f7a07e586eb617bdab69db64e6ea206724eae308fd55541dd5df4b9bbf75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665072410970777},"components":{"alpha":1.0,"bonus":1.0665072410970777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665072410970777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5187,"eligible_count":122,"excluded_count":18,"feature_sha256":"94dc89f405fe3e55d330ce5a2e2e10fa960f66d95a1c2db164e793fa4345ea5e","formula_version":"titan-u-contract-v1","latency_ms":27.273958999998626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331739077637443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9078","prompt_sha256":"58924e8b5ffb6b18edff3ca598a0add5dc474a6be4bb5edad6de26f8aea3ed0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650592743188052},"components":{"alpha":1.0,"bonus":1.0650592743188052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650592743188052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa8e40056287c2ec8e224c885dd9aa8f996c03440a091f7f737f75986a12229b","formula_version":"titan-u-contract-v1","latency_ms":24.40466699999888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317259409854718,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9375","prompt_sha256":"b81431de073d15e14b6a444a8658d6a15ca2ddc7e3ff3111c4b1cbea3e5dad74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065726336823858},"components":{"alpha":1.0,"bonus":1.065726336823858,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065726336823858,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5063,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf175493d6766555b0356b2366d029aa5a5366a9b9ce80bdda2268828c086843","formula_version":"titan-u-contract-v1","latency_ms":22.999083000001974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323930034905247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9201","prompt_sha256":"54ff1c9978a72c12636459935f4440ea45588d338e4bceae2bbd98ad3efcf75c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8716dc1d24ca3cd69a7ec4c468e421637ca2e827a4ec361c34e1b0fef5d8a95","formula_version":"titan-u-contract-v1","latency_ms":25.3199579999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9458","prompt_sha256":"4e09a8ce8233ad53a407ff37ef6fc9c67ee3b7f839ca7803c84c2f13acf11402","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713310791954092},"components":{"alpha":1.0,"bonus":1.0713310791954092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713310791954092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5727,"eligible_count":122,"excluded_count":18,"feature_sha256":"c90b13c84eea54c41ec90fd6fb80126010e5fd5967864c908b88873feb02da09","formula_version":"titan-u-contract-v1","latency_ms":26.035041999996622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379977458620757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9457","prompt_sha256":"9c981b9e4f5c16ddbb3311f06d6d34db22c244a6867a69193a4f2dd61b7bc124","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686073040703492},"components":{"alpha":1.0,"bonus":1.0686073040703492,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686073040703492,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5444,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f15e93d9d4047dfad35f46fc3301c719132950397283fb6d7e69136eaef9b23","formula_version":"titan-u-contract-v1","latency_ms":25.88041700000332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352739707370158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9295","prompt_sha256":"176d29fe8673799972bf099d9912bcb838c119d9d3b80b369a8eaa1e4b6642af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657140945159729},"components":{"alpha":1.0,"bonus":1.0657140945159729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657140945159729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ce3bf75e886a05ded89f0190ad4eced89bd80f4f69f62414198d0cdd1d9e879","formula_version":"titan-u-contract-v1","latency_ms":51.03020800000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323807611826394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9101","prompt_sha256":"5b30e1ebb821b4f3c212765135190aca2a2406bb530eb38fbac18548b5094b0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662601149871922},"components":{"alpha":1.0,"bonus":1.0662601149871922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662601149871922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5149,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9732186306cbb8f4e807dfbdd00830aad41841b5476324e13262c69481fcf9b","formula_version":"titan-u-contract-v1","latency_ms":38.19841600000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329267816538588,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9098","prompt_sha256":"2cf75c08842225a66ca6ac37b2893f3132b6b843a685f520640f131c6dfb8bea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"8945dfcd12709a22297dce6b6feb2bd8298cbbcc5531e4c8e3f49784b7b4aad1","formula_version":"titan-u-contract-v1","latency_ms":35.540333000000146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9432","prompt_sha256":"811cdbd5fb2b0d8600059b63b05b36a4f0ae6485a78e63103592cac432f554c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647175425024704},"components":{"alpha":1.0,"bonus":1.0647175425024704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647175425024704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"72701d4e73b5dc57a0981dfa90ba9562ebc0dc6d0243ea18c4fef2cb235e74c0","formula_version":"titan-u-contract-v1","latency_ms":30.415250000004335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031384209169137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9174","prompt_sha256":"49f75e010a4f5e238bc320de3a44517474851a32bfa3fd57f5941564ff5ccc5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345866},"components":{"alpha":1.0,"bonus":1.0643379544345866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"410fdc033ffd121544fb1ec8e4decc80b165e4b320075b95bc79c1c0cc96b9a5","formula_version":"titan-u-contract-v1","latency_ms":37.89670800000522,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310046211012531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9230","prompt_sha256":"ca38a1ffac052dceb35e9d1c5ce7d54e217397814cf96374c0c919134eec26e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674543462134576},"components":{"alpha":1.0,"bonus":1.0674543462134576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674543462134576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5309,"eligible_count":122,"excluded_count":18,"feature_sha256":"386651af135a0859cbd3a0ea3f806f8cfd2037959b9f836e130978aaddc8718b","formula_version":"titan-u-contract-v1","latency_ms":27.658999999999878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341210128801241,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9335","prompt_sha256":"e070a186991fb2e637a2e46ee9765d9bfc1ce21c9a33687a7099b8f95e5e37f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890745},"components":{"alpha":1.0,"bonus":1.0649094004890745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"162dc40120e361d7dc07b2e4c112dfb81f59006b0819159499c683a0b4e815fb","formula_version":"titan-u-contract-v1","latency_ms":32.213833000000136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031576067155741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9196","prompt_sha256":"e00df4932d43f319839c70ae1cfa67425962e77b8b47c32af4ef368f8fc39804","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066570496966796},"components":{"alpha":1.0,"bonus":1.066570496966796,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066570496966796,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5191,"eligible_count":122,"excluded_count":18,"feature_sha256":"b81de645924b845c83a3cfc9278ad22ed7f983337cfd41d40ed1d05c1e018bd8","formula_version":"titan-u-contract-v1","latency_ms":26.994292000004805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332371636334625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9438","prompt_sha256":"b7380839ee2c8e63c30f6cfd548efb4ba1669b63a0b138336aaabbfd7857ff99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065623207476498},"components":{"alpha":1.0,"bonus":1.065623207476498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065623207476498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5048,"eligible_count":122,"excluded_count":18,"feature_sha256":"70fa6bf24e6fd4999c32b8075caa9464333d6a4942108d749725dcff721e74f3","formula_version":"titan-u-contract-v1","latency_ms":33.16662499999978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322898741431645,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9441","prompt_sha256":"1c2383b23da840fc21176e957ec7539a09e61061dd698d130865a49191722853","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652483425239394},"components":{"alpha":1.0,"bonus":1.0652483425239394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652483425239394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4984,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7ff9b8d422ed4d0441825a4519f5a4c8dd5e1fa47ecd489fcdaa5ea3c93347e","formula_version":"titan-u-contract-v1","latency_ms":29.85954200000407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031915009190606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9332","prompt_sha256":"ab36fe20c7d040635253c0e9d24f016e01f9b580149da0e587da13e9b2380be1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066100608672793},"components":{"alpha":1.0,"bonus":1.066100608672793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066100608672793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5124,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ccad7b81c256a9934af40734e0b9f499b5e2b5be624180faae36d42c1d295c6","formula_version":"titan-u-contract-v1","latency_ms":33.27337500000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327672753394597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9463","prompt_sha256":"6074abfeb55e3c12258e78d6c7f801e78e5e098eabcedad2a472019aeaf0663a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709435238377418},"components":{"alpha":1.0,"bonus":1.0709435238377418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709435238377418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5685,"eligible_count":122,"excluded_count":18,"feature_sha256":"e414efbf635b0f7f03a959316b37cb16d275074aaa18cbf244b8dae608c8dfc8","formula_version":"titan-u-contract-v1","latency_ms":26.62899999999979,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9163","prompt_sha256":"4b7d25e088a5b2133d36591c1a100d09cf8b83105eafd074bb297dd1ec81d1ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644746503557518},"components":{"alpha":1.0,"bonus":1.0644746503557518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644746503557518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4837,"eligible_count":122,"excluded_count":18,"feature_sha256":"37e753b429adb998f0d5a23b5b45a74debf76575603e2075fd27477d80657734","formula_version":"titan-u-contract-v1","latency_ms":25.63595800000229,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311413170224184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9265","prompt_sha256":"5039ac87d1aedd605f3c06d3ae1ff97291e7091363c513666fa5c0e27c5a33be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718398317845816},"components":{"alpha":1.0,"bonus":1.0718398317845816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718398317845816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5770,"eligible_count":122,"excluded_count":18,"feature_sha256":"7216d817d1d54189b8673f62d43d136d32ac16d0ad74ea4da3b0a5c667614eb2","formula_version":"titan-u-contract-v1","latency_ms":24.598416999999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0385064984512482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9462","prompt_sha256":"1b9aeca085c86a895402b123dbb44eeb99203f3b12a7b9f4739934241ee13b31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652483425239394},"components":{"alpha":1.0,"bonus":1.0652483425239394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652483425239394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4989,"eligible_count":122,"excluded_count":18,"feature_sha256":"00344117cff9911e914cab0d4c649da4d1a4c2c20796f90ad8c69f26817e5882","formula_version":"titan-u-contract-v1","latency_ms":28.977417000000116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031915009190606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9333","prompt_sha256":"f6c644aaeec90381dd718ee277ae95deb62399ff5f9191db6393edfb102b24a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727843591561164},"components":{"alpha":1.0,"bonus":1.0727843591561164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727843591561164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5851,"eligible_count":122,"excluded_count":18,"feature_sha256":"c08f5420504c153661d44111b0c0bbb73daf3b6045c0c1fa21302a716492e24c","formula_version":"titan-u-contract-v1","latency_ms":29.224708000000987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039451025822783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9390","prompt_sha256":"f51ccc90e5a9986c0a972bcb256983fd7774fabbc596388de9bdbee7c5dcbd49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064276459766211},"components":{"alpha":1.0,"bonus":1.064276459766211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064276459766211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"44f69fbc55e50e2402681ae1be599e094e49b6da9db6c3755b7b26b7b7d73cab","formula_version":"titan-u-contract-v1","latency_ms":27.199125000002766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9365","prompt_sha256":"45ffe830aa78d6ee92c3460c669d23779910c4ac0a4d2e08ebc4334074d3288d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068386765759479},"components":{"alpha":1.0,"bonus":1.068386765759479,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068386765759479,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5421,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a72ae56d3ab7c607e625c3761cc87c84ba03896392e8e32d20bab4281869cec","formula_version":"titan-u-contract-v1","latency_ms":25.31150000000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350534324261456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9303","prompt_sha256":"2a14f25cf45dbc82e12f5c8f4dbfd93297e9c445a4dbaed04e129f44c4bc1e34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670750361677945},"components":{"alpha":1.0,"bonus":1.0670750361677945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670750361677945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5260,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6d53315e914663f5588ab2c6c9ab025ae738ff173be4b271038005d8d1eb2c4","formula_version":"titan-u-contract-v1","latency_ms":28.05379099999783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033741702834461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9188","prompt_sha256":"f0abd59ee5c7925e0983afb94b29099dbccbeb8308e6276f3f736e85193ba021","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669475151102792},"components":{"alpha":1.0,"bonus":1.0669475151102792,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669475151102792,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5246,"eligible_count":122,"excluded_count":18,"feature_sha256":"45406e27493aefc2e00e33cb206c3c30d01999418032d9958c62f9951666906f","formula_version":"titan-u-contract-v1","latency_ms":28.093749999996476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336141817769458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9131","prompt_sha256":"e133f209734f02fe4cd9a1f6f44065bb1408b1ff6679c6caba193768c27d2302","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655873123834105},"components":{"alpha":1.0,"bonus":1.0655873123834105,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655873123834105,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5043,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cd3f23a26d44b49fb2178056e35afc18422758c3b93863111098b236aa50d23","formula_version":"titan-u-contract-v1","latency_ms":24.35362499999627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032253979050077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9128","prompt_sha256":"4565f44391c2a50f863daccf2657e64fe9b6d7b4a16ada6a94ae5794e563cb1b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653434048758643},"components":{"alpha":1.0,"bonus":1.0653434048758643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653434048758643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ef5839fe823d2779d50848c296a61640b9b88a2ce71d602c0c1ab31c6d3a3c2","formula_version":"titan-u-contract-v1","latency_ms":28.030207999997003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320100715425309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9099","prompt_sha256":"eb45243391c779fd0cd8686cb434fbb7837ff087ee8a8dfce8f680b39e6bb148","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"389349461cd07a437dc352b58346a213518d5e4dbc8962dc076fca9692c1d958","formula_version":"titan-u-contract-v1","latency_ms":24.903582999996843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9313","prompt_sha256":"62e9200be994b66fb95a147919122b12b97fc3d44cc43b3ed76c9e137df4addf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649861538125742},"components":{"alpha":1.0,"bonus":1.0649861538125742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649861538125742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4942,"eligible_count":122,"excluded_count":18,"feature_sha256":"07b43000e0d4fa287ee0a5b0f85211bc25ab1d05b9fde5de9c7d1b2e43d9757c","formula_version":"titan-u-contract-v1","latency_ms":24.934125000001472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316528204792408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9129","prompt_sha256":"d5a9d3a8df33ea8eefe829d4de4eb8cf42c2c374cd62334b8f62b003bfc95b47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658503647323108},"components":{"alpha":1.0,"bonus":1.0658503647323108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658503647323108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5088,"eligible_count":122,"excluded_count":18,"feature_sha256":"8101e843d5ca491b168bd368b766a26bd18ba5ffce90b8b3d404e8d85d389864","formula_version":"titan-u-contract-v1","latency_ms":24.50575000000299,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325170313989773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9123","prompt_sha256":"0d5c61f883a5767441ff58b6f3b71edb3e898ffa8baa27589477c62cd855e72a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742152695398162},"components":{"alpha":1.0,"bonus":1.0742152695398162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742152695398162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5986,"eligible_count":122,"excluded_count":18,"feature_sha256":"659c9f9d4a97640b1f95b672298c5769b15e0461ae4cc2d36eb861bff1b42362","formula_version":"titan-u-contract-v1","latency_ms":29.232082999996578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408819362064827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9124","prompt_sha256":"e09347ed707f915e7a0ca4bf6347f32e55428c5241e3dba13a00d2800c2fe79e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069563593831615},"components":{"alpha":1.0,"bonus":1.069563593831615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069563593831615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6fbcf109424f5e0676cd33d4994f54d4038a2d427b42ff71d886b8a3b3d3579","formula_version":"titan-u-contract-v1","latency_ms":38.132083000000705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362302604982816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9228","prompt_sha256":"9d46ad8172f8a3fd5b11f01cc37df4a530851e7fe8266da617b7618a7960180b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666700667263518},"components":{"alpha":1.0,"bonus":1.0666700667263518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666700667263518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5216,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7a35104e251e2eea6639d6580542be805c93417067f44c178e9d7ad607245a1","formula_version":"titan-u-contract-v1","latency_ms":28.9756660000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333367333930183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9368","prompt_sha256":"4f4f71f418c938a67307dbe11e2abc0e66012c51c8901c8a19c0021361bff44e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655516800289415},"components":{"alpha":1.0,"bonus":1.0655516800289415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655516800289415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5037,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b576333a399f59f2b4fbbfa2bee9d92cae400dacfd9318a7cdd3ece4479ead8","formula_version":"titan-u-contract-v1","latency_ms":22.689667000001634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032218346695608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9366","prompt_sha256":"2741d71a419306ece3469267095cdf330f61977e85d48df4bf0df233930627a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068128093910089},"components":{"alpha":1.0,"bonus":0.8760643235937362,"cost":0.4,"cost_multiplier":1.0,"cost_penalty":0.12,"exploration":0.8760643235937362,"lambda_plan":0.3,"lat":0.8054577741386187,"latency_multiplier":1.0,"latency_penalty":0.04027288870693094,"mu":0.05,"preference":0.0,"q":0.3341344413637209},"context_tokens_required":5412,"eligible_count":122,"excluded_count":18,"feature_sha256":"033affc5cabaf7b3ebcf22141a9bbcec842e15ee091fd993cd7172f44547be1a","formula_version":"titan-u-contract-v1","latency_ms":26.3319580000001,"model_id":"gemini-3-pro","model_provenance":"configured_target_no_inference","samples":33,"score":1.049925876250526,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"google/gemini-3.1-pro-preview","uncertainty":0.8201865755508159},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9258","prompt_sha256":"6293bd686948d7e885efc77d1b80e6946c41a13f95b70b2500fbe598b9369189","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694769786267015},"components":{"alpha":1.0,"bonus":1.0694769786267015,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694769786267015,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5538,"eligible_count":122,"excluded_count":18,"feature_sha256":"c14ead1ad60aed351e096f331ce1b5d4f1437ab590fd9b8eb8bcc8a5b3ac773b","formula_version":"titan-u-contract-v1","latency_ms":27.168833999994035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036143645293368,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9072","prompt_sha256":"08a7162951e9a10b8fb858f29a77d61a5f957879926e3c4627ae5ff2c4312911","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655813554112141},"components":{"alpha":1.0,"bonus":1.0655813554112141,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655813554112141,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"234cc2d23af4a9c0077cc68458e63aedb012cc0b83ee97d3b43b57b2c207ec93","formula_version":"titan-u-contract-v1","latency_ms":25.389207999999996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322480220778807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9074","prompt_sha256":"91d39100e7b91070c8cda50c7115de4bd0c4126e060a365338fd394a6237e396","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140725},"components":{"alpha":1.0,"bonus":1.0657941911140725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5074,"eligible_count":122,"excluded_count":18,"feature_sha256":"bed59ec96af8d5552014ef5f55dd95083586cb9d4c3b7662ee9456797643fa93","formula_version":"titan-u-contract-v1","latency_ms":25.897999999997978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032460857780739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9081","prompt_sha256":"4336ebbd6e254c6b79488a602acc5b3c70b07b74830d45ee72c60fe9bdde407a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658128500116706},"components":{"alpha":1.0,"bonus":1.0658128500116706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658128500116706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5079,"eligible_count":122,"excluded_count":18,"feature_sha256":"8214a9e27ed83745e4a3bcb667420ce2125cbe692bd1ff91ef8c288109975a47","formula_version":"titan-u-contract-v1","latency_ms":26.323916999999142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324795166783372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9104","prompt_sha256":"0f007a56db3bc909023b134323228966e1aafc51bf50bb14f917d44456bba428","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140725},"components":{"alpha":1.0,"bonus":1.0657941911140725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5074,"eligible_count":122,"excluded_count":18,"feature_sha256":"536bba2875ce33f7ad87474efb966db01fda915c709c26864cf11a5d90a621de","formula_version":"titan-u-contract-v1","latency_ms":25.63804200000419,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032460857780739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9105","prompt_sha256":"95a751498bda48b5fc8a0ba79b49188dea28d027aa26333c548eddad79c4d5a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065599248222567},"components":{"alpha":1.0,"bonus":1.065599248222567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065599248222567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5042,"eligible_count":122,"excluded_count":18,"feature_sha256":"32dd7e89bb1e891516018ae79c5989e286f8dd09ef39278e229750c062ea23b0","formula_version":"titan-u-contract-v1","latency_ms":28.23691700000097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322659148892335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9132","prompt_sha256":"b33b5d980c051fd10cbcccfce4c48c8f6fc03a024c69fa5681302d3cf4036f10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065720212022133},"components":{"alpha":1.0,"bonus":1.065720212022133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065720212022133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5063,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8a43f9d42e62505491e68b31661e13b30db007d3117a720a33edeb71928eefd","formula_version":"titan-u-contract-v1","latency_ms":23.314083999999013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323868786887995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9164","prompt_sha256":"0a83d33080758bbece833452d7f3580709318286141ac428a77a5c80e2951c03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067336378707528},"components":{"alpha":1.0,"bonus":1.067336378707528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067336378707528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5294,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e858a75b927ac03e906f0eaf532b1a0c89ccf228b3346830a979a804a30d733","formula_version":"titan-u-contract-v1","latency_ms":23.437125000000947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340030453741946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9167","prompt_sha256":"627986e2f42cfadc47334af0ad5134c15efea7a14cb79192227790a49cd8ae7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068386765759479},"components":{"alpha":1.0,"bonus":1.068386765759479,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068386765759479,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5425,"eligible_count":122,"excluded_count":18,"feature_sha256":"e434c9021cf4224baaad4d656cb3bb7aeb6a3d609b8473e1ef3c5f391f772a63","formula_version":"titan-u-contract-v1","latency_ms":24.24429199999878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350534324261456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9199","prompt_sha256":"bde89e2383fc69b8a0a02ed6e1bbb4f3ec8fbfbd23c22da6625746ee34510ed6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671510297575035},"components":{"alpha":1.0,"bonus":1.0671510297575035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671510297575035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5272,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bbdd8b0618a1dac05611037df2b65cbcc7227e42a5725bcd97294f66367de06","formula_version":"titan-u-contract-v1","latency_ms":24.824249999994663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03381769642417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9203","prompt_sha256":"2bda42b4584a0c3b629365b2400189f46dfb8ecf7fab414730c148edd50a0545","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066246662509431},"components":{"alpha":1.0,"bonus":1.066246662509431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066246662509431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5144,"eligible_count":122,"excluded_count":18,"feature_sha256":"be9e471454b8a4b6fa2ba99102f7531451397db23515c3b350460d5521d3bcae","formula_version":"titan-u-contract-v1","latency_ms":24.988624999998876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329133291760975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9237","prompt_sha256":"71bcf01e7e4b0138a5405d1a347e7d3b50fc08c3fdbdc380f43aea4d89547a8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065983733605959},"components":{"alpha":1.0,"bonus":1.065983733605959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065983733605959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5106,"eligible_count":122,"excluded_count":18,"feature_sha256":"5599ff219230a9c8c4dbd443c5fa15b7c06cfcf4258e2d0b3f98fa0bc0c400aa","formula_version":"titan-u-contract-v1","latency_ms":26.12045800000118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326504002726256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9240","prompt_sha256":"152c82c6ea0320610bffffe0c2d2b6f4383f024e2efaa483ee9872c7e454e10f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644746503557505},"components":{"alpha":1.0,"bonus":1.0644746503557505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644746503557505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"ceba8ed1113d66b2e182f70691df3a42c66e0ea6beba2932b6d6eac11f3d7eec","formula_version":"titan-u-contract-v1","latency_ms":26.27320900000285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031141317022417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9242","prompt_sha256":"a6235037daa23f67e6e2cf589d16dd79c798a80505a56f54a8afb67b58bdaece","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645323246912233},"components":{"alpha":1.0,"bonus":1.0645323246912233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645323246912233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4832,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba32150cbb508d7ff2b4446617316c51cec1da25f1bfa20bf3883729126366bc","formula_version":"titan-u-contract-v1","latency_ms":24.02258300000426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9267","prompt_sha256":"d2f793256e4b0f52c80904a146988776d4f8490c5d8f359c5e065c902566c3c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667420611375553},"components":{"alpha":1.0,"bonus":1.0667420611375553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667420611375553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5215,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ecab71849f0ae0bf389c35f3afb5078300a16bcfbd52f607d41e25e5172f924","formula_version":"titan-u-contract-v1","latency_ms":28.211915999996506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334087278042219,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9270","prompt_sha256":"6e6d3f4d6695ef0fa5762fd84214d275a03184e4c1c980cab538c3d96d0e70a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663687836825029},"components":{"alpha":1.0,"bonus":1.0663687836825029,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663687836825029,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5162,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd513b7f0a6d05e027219d61b50adb904a52acc163b832ed79356c6b936c4694","formula_version":"titan-u-contract-v1","latency_ms":27.745332999998595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330354503491694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9312","prompt_sha256":"b32b23d5e44d54b16f3698e2ce06774289b11b1509dc1adf09bc8d9d7dec9d86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065611213253924},"components":{"alpha":1.0,"bonus":1.065611213253924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065611213253924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c72f5463d2067b9f84db39e6901ab047f9626e526336a16eeeb128a50b34b53","formula_version":"titan-u-contract-v1","latency_ms":28.2602919999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322778799205905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9338","prompt_sha256":"8e6f6102140d5967ff6f67aad1d37fb4d2c2bb41fa726625aa7308860f9d27cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653321115091299},"components":{"alpha":1.0,"bonus":1.0653321115091299,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653321115091299,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4996,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad15665d1b3b5566b55b7e4bd562c54f164bee704534cc7bf5de9713fd9b2564","formula_version":"titan-u-contract-v1","latency_ms":26.59541699999579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319987781757964,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9341","prompt_sha256":"39313cb1839af71da655e970f842f98817f368a0be425175c97944cf0a2bf737","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658378306524874},"components":{"alpha":1.0,"bonus":1.0658378306524874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658378306524874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5081,"eligible_count":122,"excluded_count":18,"feature_sha256":"b69b95504fb1d2536a43aca2c29ad083b9060270d0614aef0284f5073d72478d","formula_version":"titan-u-contract-v1","latency_ms":24.827457999997193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032504497319154,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9342","prompt_sha256":"306d5e4800f74188e95b56e55adf88a2fd7976c751387f2c32053aa57ffe27df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066260114987192},"components":{"alpha":1.0,"bonus":1.066260114987192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066260114987192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5146,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f5517b4e5c6a441072699210e49fb68a3cee7bc79f783ed9cd4b66755557f08","formula_version":"titan-u-contract-v1","latency_ms":23.046000000000788,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329267816538585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9348","prompt_sha256":"c36520bc3ff77fa685c4e8a7cae414a24b65855d8ff31e83053379863c839039","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659966030961356},"components":{"alpha":1.0,"bonus":1.0659966030961356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659966030961356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5102,"eligible_count":122,"excluded_count":18,"feature_sha256":"9926c58e9d0bdad4a736a01fbe8e0f31b3aed0233b1b1cdf3cacc54cfabf37c3","formula_version":"titan-u-contract-v1","latency_ms":25.689834000004907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326632697628022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9359","prompt_sha256":"cdc580dae0ebe2c4bf07f79687342d6fe8a0255bc37d858711a0ea58e8b6b097","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660809654993388},"components":{"alpha":1.0,"bonus":1.0660809654993388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660809654993388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5119,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3618eb214aae200e9484bdcfcc57d37b0914a6f69d3c1a2606c5b138515c745","formula_version":"titan-u-contract-v1","latency_ms":27.501000000000886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327476321660054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9370","prompt_sha256":"88f2053d231dc6cfd3c9c7fa5d616bd444657fb8fefd84ce750122a8e2d476d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066348266280768},"components":{"alpha":1.0,"bonus":1.066348266280768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066348266280768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5159,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cb1ecc0ad4281712ec9c0e81b9ccabaee0dbee450bdb9a7564dd7379ea3d7ac","formula_version":"titan-u-contract-v1","latency_ms":25.95766700000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330149329474345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9373","prompt_sha256":"c03dd06d3d49230c51f7391167c7fc4f331ca6b82b65ee2e2ae7db4fdd358aa2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665072410970775},"components":{"alpha":1.0,"bonus":1.0665072410970775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665072410970775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5186,"eligible_count":122,"excluded_count":18,"feature_sha256":"c938bb3627d4ea6d399ca672fa9874cdccbbdb01e8b08c3f2c06268e6cd539b6","formula_version":"titan-u-contract-v1","latency_ms":24.382292000005634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033173907763744,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9374","prompt_sha256":"54318a1af0e0f84fe996cdc02a36294bec94aa12fcc2f8caf2238c9f1512b33c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064929707187287},"components":{"alpha":1.0,"bonus":1.064929707187287,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064929707187287,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4915,"eligible_count":122,"excluded_count":18,"feature_sha256":"0933d2ca1e96b05ce2ecb4b812a4d550658dd920df92edde643718a620b45f87","formula_version":"titan-u-contract-v1","latency_ms":24.929583000002253,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315963738539535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9377","prompt_sha256":"5b87acb5bddbb8fa0d0a2c4d081aa5cb26ff688202ae572b4e817bf21b088ea6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"44b278c5c69119e9b5f1e007f161ec1ef90f4dbc8138a1d20dd84b3ce9d42027","formula_version":"titan-u-contract-v1","latency_ms":23.20612500000152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_computer science_9400","prompt_sha256":"f1ef74f87fbe91f2f886989984de84c03d076cff607aa7445ddceb2e636066c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594007},"components":{"alpha":1.0,"bonus":1.0637700093594007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce1e9fbb66389d688b3e26d8f72cc9786c22c6efc4ecdea20a95e4e7ddde17bb","formula_version":"titan-u-contract-v1","latency_ms":30.52012500000245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1030","prompt_sha256":"054d6602a3f1f0eb716e0e8021448c3fa8a5c12883e70806e42ce2980f58fd75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497732},"components":{"alpha":1.0,"bonus":1.0636698853497732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"e52786adcdf205f84bf8676fac145173212dbb2a7144cca8bb7359757d3f9f26","formula_version":"titan-u-contract-v1","latency_ms":27.08758300000369,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303365520164398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1528","prompt_sha256":"cb1314e4407d13fb19d2849616c89c93301e6a55b5138ddf7be43dc19976abb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891725},"components":{"alpha":1.0,"bonus":1.0637317712891725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a666e248e9e19db0eeb085ccc05a07c72428cd4531d5fb0046ce0f9fe410dd6","formula_version":"titan-u-contract-v1","latency_ms":23.255667000000813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030398437955839,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2216","prompt_sha256":"8dec2b3b79cdf03631e1927a191e83d2ea380326d4d17a5aaedef1cde22c3b9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"63d6bbee42b528489c44a6aa5fb9bf990f66c8dfb9c0115aec887801cd69cfcf","formula_version":"titan-u-contract-v1","latency_ms":24.60925000000458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2311","prompt_sha256":"028d724ed6a8369dfeb0330ba61a9681016fdd8bce7b1710a5d2e89f826be116","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"a00d63b0aef4e1702f4da9377f013b6d062485d65046f63884e4f6a2fa6b0eb8","formula_version":"titan-u-contract-v1","latency_ms":24.15504199999674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2071","prompt_sha256":"cb3e83261f82bde573abed56e7293be59fbabe79f099072e5af3445768c33100","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbbd868c1943d0ec7e69fbaf4bc7b8c9b83ca7cb5178a39129f58a20f7094def","formula_version":"titan-u-contract-v1","latency_ms":23.478709000002596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3266","prompt_sha256":"4e6cc53282bb878ea0818511fc83093c2c0fecfff3443c6157b638e70282d894","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a8af49b3afca0fa98f4bb31873db862d25e81a8bb95e57864d5d1e457d611ef","formula_version":"titan-u-contract-v1","latency_ms":22.936125000001084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1699","prompt_sha256":"91702deb73e909c3ccb76925ead38ab2ce2f158a542a82902c9ccb5fd5ef8943","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"24fd94ceea304e4d3ecf6a182c0788540e8b72d7bc941de56244d4c568afe530","formula_version":"titan-u-contract-v1","latency_ms":24.98991599999556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_145","prompt_sha256":"00772ed10b2aeb7fb16e1b83111962b0177778fd83b0d8f2f9847b45c5f4096d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"066a6cb4c28b3b24592a8e61d04880ffa4ec692d5d19f6a0b82751941e2bb3a5","formula_version":"titan-u-contract-v1","latency_ms":24.73804199999563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3568","prompt_sha256":"fd6b64dd690d3ddd22fab338ab499829ae0a7bc9aa5a8f56bf7edaf6ff43a292","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103238},"components":{"alpha":1.0,"bonus":1.0636590149103238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"cace5d96bf068736f4810a56489b41ca2b3d3869a211adb54e8c2721ffd5496c","formula_version":"titan-u-contract-v1","latency_ms":27.263875000002713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1812","prompt_sha256":"57418ae442cbc75a68888d547abe89e46cc9ee13f04f9db52149337e743fd957","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"74d5c038f08a4eea11433e27184570788c32c7bcf00e3fa7d2e153401cd43ec0","formula_version":"titan-u-contract-v1","latency_ms":31.355916000002537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_482","prompt_sha256":"7cfde10a139ef674e399af295b7b4db74f8518e0e1d52476034bc6dcf37e8231","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594922},"components":{"alpha":1.0,"bonus":1.0635987884594922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"7efe5346b1344b4e5ee68d68b78ab11398691607f4e7bc298f883397e75b7df2","formula_version":"titan-u-contract-v1","latency_ms":24.898249999999678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302654551261587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3900","prompt_sha256":"a05d5ebfc1333216e27bf66b9d24ccedac2bd3898de05ff1ad265f8251661655","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221208},"components":{"alpha":1.0,"bonus":1.0638888900221208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"32e7466748b9dc9866249568af9aa1681b88a0d424d735811b2bfa4ccefa3890","formula_version":"titan-u-contract-v1","latency_ms":26.259875000000932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_851","prompt_sha256":"947e09d0edbf53c16ca99c99e6fe6687fc6bf252566dc9d4331c00dfaec856cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"240bd52f740bb582a239a3fce22b8dd2fa4b76d2a70c6f5ac779c518fbf6e0ce","formula_version":"titan-u-contract-v1","latency_ms":28.158167000000844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_192","prompt_sha256":"71ff104b56b447f2e5443978c173f9d8b27d45b8aa99934ea76e6ee9fa4c0b7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"f414094e0f5e433965a0dce6eddfb1bf798548fc05182e415137ecf5ad437401","formula_version":"titan-u-contract-v1","latency_ms":32.295333000000426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_392","prompt_sha256":"634be4abb0ed2571ca7fa82d97b9f1642ba06cb5fca44465771f228fca6a48d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"f86638c1c3ef3e83f6191d8b55d9e8fcbca4e3081e4dc9805d6fd042a8ab4fc2","formula_version":"titan-u-contract-v1","latency_ms":27.234750000005192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1366","prompt_sha256":"1d4ae718094ec4bc3bd41c5b7d5cc1f082e3a73a0bb88c041266842f7e594010","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330167},"components":{"alpha":1.0,"bonus":1.0636671567330167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"28244b4ef3d8177457455dffcb62235793e482dd1e1aa9a2a8a8ceca960367a3","formula_version":"titan-u-contract-v1","latency_ms":21.95700000000045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1758","prompt_sha256":"32c72ef8ef00b230a347804ecdc0e477d14e4b0502a8c41a667f9c12ff8a9975","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246385},"components":{"alpha":1.0,"bonus":1.0637145411246385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cd9520d830edf6c163301054e632d550de8e917909400721d9bd1defa98c1ef","formula_version":"titan-u-contract-v1","latency_ms":25.448916999998517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030381207791305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1617","prompt_sha256":"063315f2d2daacdf282585a185177f44c6d7c5cca51c14de205a70e81d1d4224","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"d805932a1071d66366cdaf8045e5cfc3f345b7c8d987b21df7ec921355cd3197","formula_version":"titan-u-contract-v1","latency_ms":23.766999999999427,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1066","prompt_sha256":"07a74bb8e166ce73cbcad64a6cb2a471be80a9bfd87baab2b35c845e4d14168d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8982d3e8aa013a7f4627163f592b48fa85afd66872f0aa143a1623f58a76dac","formula_version":"titan-u-contract-v1","latency_ms":24.42970799999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_4020","prompt_sha256":"bb8be0c8b30930e8093c9e8afe039b800719cf0201288936f4d695db791de0b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618759},"components":{"alpha":1.0,"bonus":1.0636376262618759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"950882503e2228124cbd59a25fc2712f76d8f5c6e17ddd545f71b9e54b45cf86","formula_version":"titan-u-contract-v1","latency_ms":22.53754200000202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_799","prompt_sha256":"0b2ca31dec0e0c3f264abd0b876dd6c1afa717903f4f98aff7569f7d441acc94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"112e707814350cb3e2ced1f668dcc3affb3dda941e9cc7730d922e53414debdf","formula_version":"titan-u-contract-v1","latency_ms":23.620000000001085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3340","prompt_sha256":"1fa66731441c5c1d130a432422c60da09ab6c9330464dde8cfff57db467268f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"d83e0344480900436bb2be08c37dc105024fd225743e977b18b2ede7e233d955","formula_version":"titan-u-contract-v1","latency_ms":25.09554199999542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1046","prompt_sha256":"b63a0f8a2b37602fb5b929e9999f7be7a257ca2e5e6f0fb70d8f9450cfbc930c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089874},"components":{"alpha":1.0,"bonus":1.063706025089874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9d455eed2acf69c725159a8d4927af5a49c7f466fbaf6fd5be9cc02d9ff8832","formula_version":"titan-u-contract-v1","latency_ms":31.31937500000248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_358","prompt_sha256":"a05b687b9856c60117c531d6f444e6ad92b5e922f1097afbcdac8185e53431b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"a403f86a24323c582197776bbed3b0f6f7076e27a7187dae8103f0bc19f4d8a9","formula_version":"titan-u-contract-v1","latency_ms":28.739792000003206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2273","prompt_sha256":"d07b6e10f20e64670f19f1974224b0defdd0a2ccec07eb7f3f3690db97d8c397","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069654},"components":{"alpha":1.0,"bonus":1.0638064064069654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5e6f122cfb15732b6e600754ae172699771aa341d5c7f4a6cea4eddee871677","formula_version":"titan-u-contract-v1","latency_ms":27.24608300000142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1642","prompt_sha256":"87b59c793ec31c1b291ad5faffe62ec36a1f37171005f94475fb80414f55704c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bb35652b34ea68029ef54b89358103ac93e2ca1cd18b81dad36213c5eb15bea","formula_version":"titan-u-contract-v1","latency_ms":39.5755830000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1894","prompt_sha256":"b6f6e3c3c60aa24fc73ee75b56f3c07424d11a5b2338bb7bcfb173379e8b95f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063993714737075},"components":{"alpha":1.0,"bonus":1.063993714737075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063993714737075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"822ef29df6cee7bf37b42c6303d26d32aebb3c3beedc93538d14c74209508e80","formula_version":"titan-u-contract-v1","latency_ms":45.07350000000088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2399","prompt_sha256":"a3c6396008e8b96084975d6fc02326330ea12bcf4af45989214897f98866afcc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"01daba615b630aad7602a81b71428dac6bca73de873ad3f3894bd2f819a9f616","formula_version":"titan-u-contract-v1","latency_ms":76.33254199999584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3604","prompt_sha256":"b81d4c0776a234bb19104ace97183bc1d4778ca471d64d40489cd072e4fff80c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d0875312135364136618e3ce0e8cdcc45b1cab1b926e657479727cfb1a52fc9","formula_version":"titan-u-contract-v1","latency_ms":35.07470899999987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2463","prompt_sha256":"fe7c384ac40d32ef9b2368938fd1916df4486621bb2b96d16479acd51cdd6a2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4c72186829a73acd43f5c0f129f00a56a8f5c2e7895c60b78ec178a8b353172","formula_version":"titan-u-contract-v1","latency_ms":33.986917000000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_981","prompt_sha256":"0f1d9faa32c17e015e339df687334b61f41fff294873d75d21566ba299c54b14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"7aebf25f3414a8187fdfd47e4f2302bfac4220f7139ccde9afec83aee69bc1e9","formula_version":"titan-u-contract-v1","latency_ms":43.921832999998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3821","prompt_sha256":"0691835a7dcf1ee366ec1d1a07057fc4bb3a2c27631d7e3bd7447717f849e80a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4c4d92e8cb7cc089a8c840eebe0427cba0947639f830df73ec778248fe61ab2","formula_version":"titan-u-contract-v1","latency_ms":49.18704099999616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3768","prompt_sha256":"4293fefc6f80a22fa02b5021c93cbf3e6148bf4ff3b244d02d01517edbac499d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"390e6cff3f5ff6175d2d10fbac8fa483ec55c51ee2998f4f11965384a9ad4d60","formula_version":"titan-u-contract-v1","latency_ms":55.73129100000074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_451","prompt_sha256":"d85dcf96a70013958da682a2781ec6346a7bc8040fb8fd4bee9f48ba7d6b41bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940706},"components":{"alpha":1.0,"bonus":1.0636429293940706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"da22a328a36b2c0ec0d91c4f563807d66e8ac6901b734e4bd1d78c1a51b10a8a","formula_version":"titan-u-contract-v1","latency_ms":33.342957999998646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_629","prompt_sha256":"3c05e6a8b60e288cd651176f1822fcb8dcd43058e93fcd7b72926d1f0300aca6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"f730200a552192cf8561130e72d5162807e0126fcd5e6f44362e915f956be7c3","formula_version":"titan-u-contract-v1","latency_ms":39.30224999999865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_136","prompt_sha256":"6b9bf4354397bed86bd2569dcad9f66486061b0a9c007573a11b5a95f8ec5b15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"8195796669474e33139dff432ab917ed3963356547bdc34e2991965cfc8fd4d9","formula_version":"titan-u-contract-v1","latency_ms":27.761290999997357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2922","prompt_sha256":"692560dcd7bf0fedebec45d33f001c8fb9a69c41a418d47128b6dee6fd5ca487","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"85fea9b675aa8b979320b205f037bd883d6bfe4ff61861e0907bd5abb936e712","formula_version":"titan-u-contract-v1","latency_ms":31.513709000002166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_199","prompt_sha256":"05d2fd70a8039250cc3c3f7671b37142d2add3ab8e1e1e6b470fd1cb4cfc33bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"240f49fc6ae6d7612dc6fcaf230ae5e4751ecc7b8e801682cc992a55c3f4c4a0","formula_version":"titan-u-contract-v1","latency_ms":29.15995800000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2304","prompt_sha256":"9b492dee64b41934588f2c1ba25abc725b0aeede4a6511363a66b5710206fc6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ffcfdc085dfd704c93c3431f5fea113e0adfe2dfa54de63f18be32ba71fd838","formula_version":"titan-u-contract-v1","latency_ms":30.42387499999677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_701","prompt_sha256":"6460617c4f4e3a7d74f4d86dee56574414ae1b678f8981976ae88a50384c6586","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069643},"components":{"alpha":1.0,"bonus":1.0638064064069643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"db04b58cfc0965e6885ce9061b920b67057a17dbf1c82a2bc3395bcd23d6aa69","formula_version":"titan-u-contract-v1","latency_ms":26.5106669999966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1450","prompt_sha256":"8b4be4b7df0eaec71ba3286efa98869c9e2efd961a42498ae2e5abbbf0de0ee9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ce1f6d85de4076711a4fb6dde10e10d9940dc8012bbcd81001967b8e8119495","formula_version":"titan-u-contract-v1","latency_ms":29.24558299999802,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1839","prompt_sha256":"ec8b1725fa8cd000fc11918932708bb32d6864a45e0cef8baaf6fa6b6735fc28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d20dd2f4d2f03a017f6ed46db112f5a253845ee8618a28dbda3db8c69dfb7cb","formula_version":"titan-u-contract-v1","latency_ms":32.6675829999985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2615","prompt_sha256":"40de8fc909915afa210d059b1b2d5062a7319e754db20878a60f02f0dfe5d561","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"55762fe65942c11705c43139f91d2c58de444cf52fb435195bf93810a4d04641","formula_version":"titan-u-contract-v1","latency_ms":37.51091599999512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_916","prompt_sha256":"e016a43d15bec2c5d44d0e54de2f0815833bbf10374c14f323732c910a234b7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e5f177932e997c296116a925afca90ff97950132f1817dd64d3a8d30955443e","formula_version":"titan-u-contract-v1","latency_ms":34.66387500000678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_543","prompt_sha256":"8b9dff1742a0761a1219024bd12d21bdbc0186b27a5512d8330f83294a657da7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"eaf062f2cbdcb91f6935938058441f4b6cd713c07159c22b2f11d51723b15de6","formula_version":"titan-u-contract-v1","latency_ms":25.879332999998894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2175","prompt_sha256":"bfb5a9ec4685812548541bb43b3e9c34be5b04ee2c81d0b66d4dd6890b7653ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f6a2808fea560d3133caf0bc7bad170dee29594ab144a4c25d2d32ddcac44e9","formula_version":"titan-u-contract-v1","latency_ms":30.492708000004143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_433","prompt_sha256":"94107db47a9c5411ccf9f062cab3fa7b34d0e4bdc19ce40a916f3516d6d829fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb11a7da8488038e39893d0f6fa36c798dca7ce13316ec1da99601601fface65","formula_version":"titan-u-contract-v1","latency_ms":29.704416999997818,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1196","prompt_sha256":"54796dbbb3e8e37d981cf1f82c011978a79e6a8f66892010a53b6bf9e7177e67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260585},"components":{"alpha":1.0,"bonus":1.0636038714260585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1ef04feadd2ffd6ef246223fb55c0db855bdf7dae851682eb8898c5fc2fd49c","formula_version":"titan-u-contract-v1","latency_ms":26.965999999994494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030270538092725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1504","prompt_sha256":"72e6e3e95bcdda8d8ab4cdae1f5a9ac9f9b554c74c7d29f350ab279832b540ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"a07886d00140a4e9252819da1d9ff32b2c3f7d40556abe671fe2ee847bd14fee","formula_version":"titan-u-contract-v1","latency_ms":30.0055410000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2347","prompt_sha256":"d076f0a6a8da258142b7063184c7ba9bbab0ea8d2cca56abfc4046971a873f86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"7105a57575109549921b06d8141c40cb33d7a9663813686638c9cc233e35b6f6","formula_version":"titan-u-contract-v1","latency_ms":32.71183300000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2467","prompt_sha256":"f972f00ca94a390db554f6fb588cf7ff3cd676e758b8734244728f8c4982e1d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a985ee97216b57c23b6a05ee18fd96c758015a9499e27ba1575a536ed1b138e","formula_version":"titan-u-contract-v1","latency_ms":30.283124999996858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2136","prompt_sha256":"d9b1654c9039aca243e6aa71080e1818798b1afe8f7ab40454ade0ac71488f8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed32ae6d1a0f33ec3b60e959506692baf92ed346d830484708591a3fd621bc25","formula_version":"titan-u-contract-v1","latency_ms":33.16683300000278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1357","prompt_sha256":"1cd63eb687538ff56996a265d166088b46571cbcf7b3e3593ed91d2956118515","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fe0e7ca93e30af15a4720dc82e0e6f7a3108824401dbef6569956a48f7a0e5d","formula_version":"titan-u-contract-v1","latency_ms":27.439707999995733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3470","prompt_sha256":"2b21622de0f8c33952a8a1357f71828496588bf9177997994f87f85efc2028b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636141254291895},"components":{"alpha":1.0,"bonus":1.0636141254291895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636141254291895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4570,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eddd2c8179bf06475f838170740537efa96a36409a10f4cf6df083fa2d4efff","formula_version":"titan-u-contract-v1","latency_ms":30.25000000000233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030280792095856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3365","prompt_sha256":"82c80c8e3a1372de88fd6cff2d9342b71dc629dab20c9e984ce56466c1884db9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0bef48e848b798c39bb3713b1447b1bc239a38ed822b9e5b3b501c73332af23","formula_version":"titan-u-contract-v1","latency_ms":30.355000000000132,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_88","prompt_sha256":"76a557334ddcd99c8b40febf6417767d19974468480197cc767144f35c31fef2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024959},"components":{"alpha":1.0,"bonus":1.0636297266024959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b218191994923ea98c96f384799da2fdcad47604bce7fc3d6bd646c3a3792d0","formula_version":"titan-u-contract-v1","latency_ms":38.89158399999815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2255","prompt_sha256":"fccdac4b0c66b1305dc84c2098caea17d96f1ced71fcf5201b99bf9516e23217","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ecd9ee61fa57cc2b75ec171c109741e318ed5d920101f1dca4821721f6079a4","formula_version":"titan-u-contract-v1","latency_ms":28.053416999995306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3252","prompt_sha256":"f6cf5d8b1a0f1269a310e0dbb9c02e5443d32cf2e4d9c76b4b361366c5170d6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3a94d974872ed86670737664c9d55a70f9d7e99c3902ac4bd34b804182cfade","formula_version":"titan-u-contract-v1","latency_ms":32.60587500000156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3373","prompt_sha256":"73b3a903b2a1941b7eab82d8bcb25ea7e2a1b626bef405856e4dd40f9aa55be3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"d21194cc036aad3b7100f7cf0ed8346ff034fec9666e2fcc33c3bb48bf2be94e","formula_version":"titan-u-contract-v1","latency_ms":30.391416999997034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3719","prompt_sha256":"ba3fbc617740573fa3799ae67c357ebb3b35b3f3c12fa5ebe91d968e69953881","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06399022331622},"components":{"alpha":1.0,"bonus":1.06399022331622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06399022331622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bf2f4ed9eaf0c3c667fb80cfd661c8051c6d28fe7c827999b80bb69dc5cd0f0","formula_version":"titan-u-contract-v1","latency_ms":29.588291999999683,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3009","prompt_sha256":"57118cf7b24610c1962e3fbba5da9c481ebba781b4df758a5db51938d74e4dd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330165},"components":{"alpha":1.0,"bonus":1.0636671567330165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c8a6a531ed48d7175b990196152abe5d5c753322baa81372f86813c2134141f","formula_version":"titan-u-contract-v1","latency_ms":27.236500000000774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030333823399683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1891","prompt_sha256":"9d8545bce50b4cc80dde4cf10bd9aa4a377e63140b7d19a44b1faac376cd463b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649052},"components":{"alpha":1.0,"bonus":1.0636192964649052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4572,"eligible_count":122,"excluded_count":18,"feature_sha256":"046ad77afce90ac8961d895a323e7926881a63035536b2e258f3c80b6ea359a7","formula_version":"titan-u-contract-v1","latency_ms":24.63087499999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302859631315717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2755","prompt_sha256":"83d8e9af8acc7b00af5098d157ad76bd6b5a13d5595770e824e5faa0f9b16ce3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd10dd362731690f8ba050d9b2284a911854a384a65bb7c5307d788cb0d9ac45","formula_version":"titan-u-contract-v1","latency_ms":23.404333000001998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2839","prompt_sha256":"802ec926dbb9e716fe02fda19ed87954e828b5b3e04c0603cced525237a4061b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca8afaf5e5c30ab14d561ef73c1cc77858801681af89fb9b07f4ca2695273509","formula_version":"titan-u-contract-v1","latency_ms":26.143375000003743,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_990","prompt_sha256":"e2f811f47177eb0e64408d943f586b58745ddf97eb9924d156e14e07f411bc2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"ced705d20712f15519a4718268ed150b1a7e2770d6ccef98cb64639b3adf48c6","formula_version":"titan-u-contract-v1","latency_ms":26.262666999997464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1974","prompt_sha256":"8e7caf034cf3bd7700a6f5ea1893906c2fdd4015141e4bb524ef8bd44e0c2f0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"21707aa025e98c8d982ebfcede2e7db0cfdb717c1e39fcd5372bd83e7bfac018","formula_version":"titan-u-contract-v1","latency_ms":23.387124999999287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2852","prompt_sha256":"fafafb4fb16cdd16db499f73d2499ea7b30962da41eb96dba1f46d2c034d2eff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"91d9519b317ab7031fd095a6220d6708e252881181e2fe2c12a992f8d4c2572c","formula_version":"titan-u-contract-v1","latency_ms":25.833499999990295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1133","prompt_sha256":"e3d32da59cecc1ab8165046539e5acd77ab5ef1da37ee7b35d7c91378d99ccc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"912301fd66214c3bf10473d9e30e5dc22462b282ee9b559231d2bb563fc65692","formula_version":"titan-u-contract-v1","latency_ms":24.09091600000579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_249","prompt_sha256":"fd42f19e93d421d8e89de1d937b7678b49a6cc19ed7bf2c9375497acdc93cba3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063640274158749},"components":{"alpha":1.0,"bonus":1.063640274158749,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063640274158749,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"93216c18dc42c106316f1b6acd3e7a3c4225c66aa7eed7821b4d8bd644f060e6","formula_version":"titan-u-contract-v1","latency_ms":23.518584000001397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254155,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_688","prompt_sha256":"0f90e6797ca8bab9a6825a761a6ffe1e6c10376439a33c717d69284233808005","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641892490588785},"components":{"alpha":1.0,"bonus":1.0641892490588785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641892490588785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"21f6ec189b11a0add6a4b65bd7d6c8c3169c88f4dd6fb8bb5daf25b60c59e9a7","formula_version":"titan-u-contract-v1","latency_ms":23.281209000003855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030855915725545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1866","prompt_sha256":"a6dcdbd7c64fdd2134df67365942cfdf153d71bb9113cc6ef301450a76ffc1a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427323},"components":{"alpha":1.0,"bonus":1.0638533880427323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"df9af3f6e2585406e12f8b751dfbe938bc4aca0481b6e2030637d285bf9721d7","formula_version":"titan-u-contract-v1","latency_ms":24.1684169999985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030520054709399,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2894","prompt_sha256":"c8e85566951bfcb22d11cb3e81286fc4e54787e52adc45efb4e251f26066ec82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bbf144a4e0a65d02180eac387d18da02217b6c584da15725e9ce9e49828ce2a","formula_version":"titan-u-contract-v1","latency_ms":23.721250000008354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2429","prompt_sha256":"42778877fd46a4e4702fb8de40a3025e6b39e6c874b28a64f48cd48420947d33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3e0a0ec1f04dcb35e699299fb7edb59386cb69a9740e8b4c42b6b32c3249c54","formula_version":"titan-u-contract-v1","latency_ms":25.50362499999892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1285","prompt_sha256":"b03fc7f81a8e442d428c1e6e24c5fe126bce55f0f860d564be74bf881a38ef5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"c30ec9dadb11e5215027707bdacf48a628782dcb459abe5b4b36b371e560c03e","formula_version":"titan-u-contract-v1","latency_ms":26.514999999989186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_402","prompt_sha256":"22e7e7980e30fdcf2a8b2492ea583b1af959b4fd66210c96777f24a17667ad84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797063},"components":{"alpha":1.0,"bonus":1.0639152669797063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ac4c7a1c72dd39a3ebb3a28d4b55ce3af28a1d2d8c6ab9050090c5826a91400","formula_version":"titan-u-contract-v1","latency_ms":34.57520900001043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305819336463728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3989","prompt_sha256":"cd4b1a804f6ff0c16e942eba16dc60e2e1908b075d5689685c9177d768532c62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"a541775e8d22667127243b25c7d2475fc6d0fdf5e1d1845e6ffbf20168691151","formula_version":"titan-u-contract-v1","latency_ms":27.323499999994283,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1472","prompt_sha256":"e33fb37ea21a67c62f64f5163d8abd04ca12c0ab01f62e6825a4caede850c692","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246385},"components":{"alpha":1.0,"bonus":1.0637145411246385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc9dacec5078170a82c3062594c8009358a464b6df7402969bb5555dc0bb8b74","formula_version":"titan-u-contract-v1","latency_ms":23.12404100000265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030381207791305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1927","prompt_sha256":"38c6dbb2aa8de5d1405546945713525df65dac157b3bfe6f81b70e9d5dd07028","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773092},"components":{"alpha":1.0,"bonus":1.0638470284773092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcdc793779c3a5055be9e50b956ca508e95c6fa647314b03d3dad24d56e9f3e7","formula_version":"titan-u-contract-v1","latency_ms":23.495041999993305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_74","prompt_sha256":"69be083f2f1de94b70c1b7b6673a76f2b8f8e17b6e1db6c56563ff460aab6df7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"915544edcfbdfb23261e6e03c10763f36ac20b7e6e7a576fec4ec6f956ece7df","formula_version":"titan-u-contract-v1","latency_ms":23.10099999999693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_753","prompt_sha256":"a7ee9dd85c57ea86d625707a6f78f0978927b3dccf8daef72ef99cac737e5924","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea87f29d74310205bd07f556d96a20fcf68e58fe6025abc83419aaa93f4f50ac","formula_version":"titan-u-contract-v1","latency_ms":22.44483399999808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1962","prompt_sha256":"350f697e84b8cb7e55518ef6b6f27619dadd198db9bec7889350309d8b9ff2e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"eae11ff388823d8aeb2c43ffcf3ad4f87f9e1a8c3f2df1f6b5e3c86f7db95402","formula_version":"titan-u-contract-v1","latency_ms":24.67529200001195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2722","prompt_sha256":"25d9c3bdb71cae4b3b2ad858c5c68f3d02590d5b00eb09f3700ab01845c9e450","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3fa3b4ad2f9087cc9d76f54bba6a92d093f916be8ca6bed3d3246857451b4d2","formula_version":"titan-u-contract-v1","latency_ms":25.071832999998378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_845","prompt_sha256":"e0e12c42e85b84a406866ad60a3870a27b6e43b6a7238553c88adfb33ec6376b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f80e7e4eebd941662ef13f76ff0cee2cd6db3528342e44f9d0a9ac844587b17","formula_version":"titan-u-contract-v1","latency_ms":23.738291999990224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2523","prompt_sha256":"650d140940e670991922e9f8e0da6eac5c462282bfe38767d75502b0a649cbb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"ade3fbcfb44a092b873442f6ab7386ce928d6fec10bb1e172dbd08227cad8bbe","formula_version":"titan-u-contract-v1","latency_ms":24.196457999991594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1392","prompt_sha256":"11d93b623227f3c9b6a34f8a95991feb9f0b0bafe8d21dec09987379fa10f496","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"d94b16604d5cdadf12d72e68fc30398eca98467344cd593626944756597832b2","formula_version":"titan-u-contract-v1","latency_ms":25.51324999998883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1399","prompt_sha256":"cf632b4ffe050bdd3e34dac69034e2b069f94b22a6e32cabb0c8444f22d7b6a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"15bfeeaf8cd21f25fa89eaaad33c36eb934184438fdbbd00480f1f8798b801dc","formula_version":"titan-u-contract-v1","latency_ms":28.650208000001953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2423","prompt_sha256":"06c28cf2f3755910a82fae6a37850e48bace2e355e485adc0204ce8d8ca3288b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9544f7f4257323e3310294bcc0687b6e8a91afcafdf1ab2166d4541a1b203ce","formula_version":"titan-u-contract-v1","latency_ms":34.48075000000017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_1674","prompt_sha256":"5f46841b78431c76a23ac2b7a1c32dc718597ae8068e0379279f71cab514b644","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"25d8f6a0867e630a908abece1f409150f87275add4db31bd0cfa9ac10691be71","formula_version":"titan-u-contract-v1","latency_ms":28.771958000007203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3925","prompt_sha256":"981fd9ca1973bca70429aa77343d57573ffa49482af66632ae36a20b08e973e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"857b814b4e7e787451b954ecf53ebeb7075daec55ca68f850e5e93a91100412d","formula_version":"titan-u-contract-v1","latency_ms":26.182792000000177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_35","prompt_sha256":"81bb2c0668286cb162d77190c68fb122a1033a75378b344060adc5879f08fad0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"566a151a4316f8b2f3adca4edfdefe927f764ac1b8f30e8736d1e62cc1b43495","formula_version":"titan-u-contract-v1","latency_ms":23.02420899999902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_980","prompt_sha256":"c063e4b25b37cc8cb1474d24ec26fdd4ad92fc11f24a907c4ffbaf333843b83f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.121013384314612},"components":{"alpha":1.0,"bonus":1.121013384314612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.121013384314612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"6711848d1e820fd217c5934447649dc58af7f2fa0ca709e5d1b35476c9b0e46d","formula_version":"titan-u-contract-v1","latency_ms":24.492832999996494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876800509812785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3170","prompt_sha256":"1076e28867d03b51ba853ffd309cf3fab0c5024d8600bbd8ce15db6a45b9cef4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"9080cb2b3d40ee66897a9aaabe1f88fb5eb6fe60578f6a2a94e485c65feb995b","formula_version":"titan-u-contract-v1","latency_ms":24.94679199999439,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2534","prompt_sha256":"4939108a489bf893d9b62aba1e191ca15e6af5c4add3168167f990f7d19e2ddf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"01f843a0fbd237e9374f84a861f95c4cabae58c19e3b749f42bd5b2e7ad47426","formula_version":"titan-u-contract-v1","latency_ms":28.88316599999996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_479","prompt_sha256":"ccb99fb95993745cdaab73919ad8791add4302c02fcba6b87ed39428849b3678","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"4686db60ef06668afdbb705eacc24380eefdb934fc3e8839a7a4ef1b94542af4","formula_version":"titan-u-contract-v1","latency_ms":22.236917000000744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2020","prompt_sha256":"7d88ecdf6e0ce99609a56614e4f3c08612f3a496f6d5ac31766ba1222cff3c59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209053400042308},"components":{"alpha":1.0,"bonus":1.1209053400042308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209053400042308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"c298ff96b96741f7df7bd48f21f6d9aca57c1d5fe7aa29504290831b7bc1b762","formula_version":"titan-u-contract-v1","latency_ms":26.07374999999479,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0875720066708974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2694","prompt_sha256":"ee045b9b124b07a47872db5f63cd25d48b2e552045d765b74b38929dea5dcd6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a0335141b0bb0b99c314ac9c1dfbfae2482fe7e17e64541ad900762dd10c5d2","formula_version":"titan-u-contract-v1","latency_ms":32.031458999995266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3575","prompt_sha256":"7ad838e858b93da9e0b1b93ce16d5066e153dd668729464ab22fa47149374a90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"55dff3c2494ecfe4c8bc9e15af34d01175f9037f8415eeb72cd1858972f209d4","formula_version":"titan-u-contract-v1","latency_ms":27.74554199999102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_2106","prompt_sha256":"1541bee2c4f9a09dbdd7bf0fce020183fc5f37f2b6a21efdc0a22c128061aca5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"d90ebc0299c476bcc64495138811aa1f46eca2b98cb7d018fabd001021fb3431","formula_version":"titan-u-contract-v1","latency_ms":37.9200419999961,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_General Knowledge_3325","prompt_sha256":"29594f6f351775b87186bfb85ff314494ddbb2e7d83aba0e9e1188c104d493a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1add55f93d888d8a2d73d8a580205af6642373cce6c201572fcb1d71648b5a9","formula_version":"titan-u-contract-v1","latency_ms":40.07729099998869,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_964","prompt_sha256":"e16bfc499725eff59271cdcdcdb921c5eb5da237517c50e255d389704fd915df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1d6c6ff98796223359a61d80cae529b6e1ca39c2aea07ae92c4138b4ee14c3f","formula_version":"titan-u-contract-v1","latency_ms":28.459124999997698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_774","prompt_sha256":"03a479261fce761941d646242e753b2ff41cbb6df7ece3731aaf447403c68a51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bb5b808ef7488ed4907e010bbac8f7b7d81b8547f8e933d52b6a679ad40610f","formula_version":"titan-u-contract-v1","latency_ms":27.301790999999298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2795","prompt_sha256":"3e611e989abb08593b2355c2cbcb8af1a9873f3c9c83bdda548069a2161e98fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d4f891543f5f2c0738ad2e9deae7f6628aa8de563712ab08eda21c516a97ed0","formula_version":"titan-u-contract-v1","latency_ms":29.09341599999493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_593","prompt_sha256":"2062075359c360b1ef67869c364d661ae7efb231997f83d6b03111dba83c8cc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b5030ec993e0eb4019e48744abd9d3019ce7ab7751e6f44f05057e0d0dc1118","formula_version":"titan-u-contract-v1","latency_ms":41.046625000007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3458","prompt_sha256":"7719489597eeefa05c76241686cc981d3874f7303abe5192e2267efe593f13b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069648},"components":{"alpha":1.0,"bonus":1.0638064064069648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"49df3fa14bd19abed10ab122add90a2da2e23f9d0eb5677a1f00365103d1fcd0","formula_version":"titan-u-contract-v1","latency_ms":52.3059169999982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1837","prompt_sha256":"796b62dd35d87969b39e1ef26ab798eed1184506018a11972336c3ed3c0b2bff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b26e73678b413af4557db87d85f1d5e049794ac8aa9bf6fb9741b005e833a81","formula_version":"titan-u-contract-v1","latency_ms":33.263791999999626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_4044","prompt_sha256":"42a1b672ac9b2cb7858f9c3fb03faa26ee8cf2442a5e0464e12d41f8ad32d8b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"85c24b850daeae79f6b62e05a044a5031190cdc28ef6a8853de9819e619859fb","formula_version":"titan-u-contract-v1","latency_ms":34.097958000003814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3164","prompt_sha256":"043de304b4595f2c8eef3602ad3cd5e742fafc0c18c4422890df4cf038dab138","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c9855a3d0dfe8fff5e45312daa5b755e8e00ea3fa619cf81de8074327a2c26d","formula_version":"titan-u-contract-v1","latency_ms":40.35512499999072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3882","prompt_sha256":"5eb70f9bc58054e5fbad7bd5e7aee3654bc881155934c29f94bd71d9facb5a08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"e50be7511be5abb5ca1992c23aabc9dcfb13560b39d15cae658071ce97a3dcfb","formula_version":"titan-u-contract-v1","latency_ms":29.683916999999838,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_711","prompt_sha256":"f94cafed4b6df7c78fa57c12548aea46e6c5f7973d5e2ea9bb3765fd3b9dcbeb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fa39097887ccd564fc8add67995805262911656f428585efddd032c28977102","formula_version":"titan-u-contract-v1","latency_ms":33.473666999995544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_4055","prompt_sha256":"749afdade1f7238f6905add8b3e513708599092e84dc9b72d93f911c006910f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916036},"components":{"alpha":1.0,"bonus":1.0637231231916036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c452a77caea43372301e1d1bd1a2bdfd812b055338184fda98a144782c3e5e7","formula_version":"titan-u-contract-v1","latency_ms":33.07204099999694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2524","prompt_sha256":"431529547acb834dfe2099268beca5ed378897b0c46ee4ed25e73d2949a3b5e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d2ae90b87401e2b562f3fd57892fdd6350ce23350b9ecf5a99ea7a72f09e327","formula_version":"titan-u-contract-v1","latency_ms":24.686958000003756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3159","prompt_sha256":"58da92b2367e2984508f6911a9d086adab00458f6f90e0d84350e30222a63c92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063952301562434},"components":{"alpha":1.0,"bonus":1.063952301562434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063952301562434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"400f1bc413fd08485621743e44f39ca5d781883024ebe1043a055e75ef912c94","formula_version":"titan-u-contract-v1","latency_ms":25.2387910000067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_4063","prompt_sha256":"a6d64645ff9b5fce95b322c5da045ecc6c4af28da0e47e06e783bd1eb242b4ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7fa6477766204e8e3ccc2319e05c2d1bb06a3a3e93066a166056e8f58ffb3ab","formula_version":"titan-u-contract-v1","latency_ms":23.898749999986535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2428","prompt_sha256":"7731deebc47aac52ab66e61c40f3ed90a3479204d512a983d975686bfc21a416","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187377},"components":{"alpha":1.0,"bonus":1.0636536237187377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"20f7591c58081d563ca3ad335e017db191ec609e1f1f36fc972422e68ff36b50","formula_version":"titan-u-contract-v1","latency_ms":24.57495800000231,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2174","prompt_sha256":"3c479a78333bb7a34a467b1f8637a1d45257dabef87f887b16dac52638ad4dc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480655},"components":{"alpha":1.0,"bonus":1.0639219345480655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"13304f8627d4b82ee691033de154599aba5c0e0547aa41b05f91cfbbffa8f965","formula_version":"titan-u-contract-v1","latency_ms":22.30183400000385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214732,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1386","prompt_sha256":"c1670215e054f40eb01bd5dc71da0080489aae5f5e55c5ca226ad1dcaf8c97f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649052},"components":{"alpha":1.0,"bonus":1.0636192964649052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"59542d4e1552ce8e202330d1a9a639668d11390b731a5360875d538f7b8bfcc6","formula_version":"titan-u-contract-v1","latency_ms":28.92312500000571,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302859631315717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3536","prompt_sha256":"d917c0b01d4c206565913ddb8b8d4b391a97bcef35633ba9fa0ffb3f8b686572","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"58ca22a418c65f2a32d790e75535a32772bf4e0a129cc13a4193b3280c085138","formula_version":"titan-u-contract-v1","latency_ms":27.906416999996964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_271","prompt_sha256":"6ea28243d560a870e4d104d420f2e638ed4e5e66f08215e8b0f87dbc859d719e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536326},"components":{"alpha":1.0,"bonus":1.0641242878536326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"26d83b930880f42b130ddf7c0db4abd64358e47f09c09c157199b5a9e4c78407","formula_version":"titan-u-contract-v1","latency_ms":30.91558399999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307909545202991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_387","prompt_sha256":"dc6b4cdcfe22435fda400cd62defe251329a28d743953b98e8d1329d0b697352","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"552613047472c63fed4748c49e3a5716ef991b8a35128088e4907ea844fe35c3","formula_version":"titan-u-contract-v1","latency_ms":29.7260000000108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2380","prompt_sha256":"ca6e42d2cb5b32bad81b7d18c74a47a34a542a992440abc67953381928ee25b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"a67f77b0ff8c03f3169b360fa21618305935461e106718488d44ea4c5e7bf55e","formula_version":"titan-u-contract-v1","latency_ms":31.87320799999327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2895","prompt_sha256":"2a38de55a03a14ade3a9ea7c15bc8a9dcefca1881540dc28d9cb50b50c351bf7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0538abd2d13d0e2abfa3b0b0ae5df099251627a5765922eef0107aefd4818a3","formula_version":"titan-u-contract-v1","latency_ms":45.986624999997616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1574","prompt_sha256":"374b19b7c4beeb385641f26329ca13e7dfd447fb4d69e6cf019c49ef674671b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187368},"components":{"alpha":1.0,"bonus":1.0636536237187368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a0dd6f25d55bcedfc909dcac9348111668d9a78498b41cbc4c7d7b416043fc1","formula_version":"titan-u-contract-v1","latency_ms":28.393665999999484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1236","prompt_sha256":"ad42d5baacbe92a30caf376ec715ab48ca5716127460b707dfee30ab90f985a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06399022331622},"components":{"alpha":1.0,"bonus":1.06399022331622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06399022331622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"d20e0b102c37a0d2cbcd8658bb9aef477b6b9218e4ab450b2d053bf3246e6487","formula_version":"titan-u-contract-v1","latency_ms":23.56666699999721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_84","prompt_sha256":"1a55c0aee2a5f5b04813c4e251b329b5c0eaef288201ccc04207a8dfebed2bf9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcd89d232481c4ad1b0db201b95214b33a1285a0b94ae1b60573a865c230e838","formula_version":"titan-u-contract-v1","latency_ms":24.464250000008292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1126","prompt_sha256":"01c3e82f75ba35a91b287e83b612b81a672084ec2c6b93aaa3d37624812504f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063993714737075},"components":{"alpha":1.0,"bonus":1.063993714737075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063993714737075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"901cae5f9d41c9fe4eb703defd9f7e35b850ac6b266b6647c29f865ffd7c6b82","formula_version":"titan-u-contract-v1","latency_ms":24.915457999995283,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3199","prompt_sha256":"91d268d5813bc1feafcbb9f3811c18b0a34dab739a4708f08fcc46abbe28bb5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"705a6de14b1b74c70d22cd9130f4ae4004973cbd04f73858ea705562e2e8697d","formula_version":"titan-u-contract-v1","latency_ms":23.521709000007718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1556","prompt_sha256":"96220c0e7400a64fdcec0d14488b9765d2a9ca93c0544645834b4d5e8900eab8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"975649cbdd9dec8fabe6c8f06455ab167ca71dbe9d6437203e4a10bc9e6a3dc3","formula_version":"titan-u-contract-v1","latency_ms":23.900834000002646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2936","prompt_sha256":"8ecf904dad142d07aca2f5a2f5f50db2bfcc624ed87e04050998153436083c84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bc0b895ed6e3fccedbd21f49cf48fd1ebb7f2668d5b1aacf1d4bc6c159f555b","formula_version":"titan-u-contract-v1","latency_ms":23.544291999996858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2988","prompt_sha256":"471ea23b75cd26bf89b4343f8665a979e2de6c7a41acc00bc8da99984c490f89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"247fe7be1a0a227ce9accba990dfa9649e4d5141caa6363ea343303805a5764c","formula_version":"titan-u-contract-v1","latency_ms":23.25529199998755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1469","prompt_sha256":"2ca7ab3840b4e44d9c75ac523510add0ffcdd6ab07032b53141eb0d1a07da683","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"484a2bcb878a9db6a5670538badd78e8e345cf019ce3bc95915a92cc884c1bee","formula_version":"titan-u-contract-v1","latency_ms":32.596333000000755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1145","prompt_sha256":"9fe246141c40d4f57b20a2aadf2a78776095cef8ddf4b19e9bf2ea22bb106581","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"3432ed28a37469aa8700b7e16ef6af7d7eb28d373700720adc53d1af3dee7aab","formula_version":"titan-u-contract-v1","latency_ms":28.848916999990593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_995","prompt_sha256":"c280d4bcf59c44547af7afcc03a0faf1e224c837b5ed46efe371f6a7f863b17e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"58734fb852d81240632c398db768c9fe0e2f0f93f94b5e6a0197f02f0dccebce","formula_version":"titan-u-contract-v1","latency_ms":26.852417000000628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3075","prompt_sha256":"6f583184273dce721db420796d8936bd1ed80320ec20fef1ebbe67b88306bfaa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636244968561508},"components":{"alpha":1.0,"bonus":1.0636244968561508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636244968561508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3af31e1cb007f92f7da1ae076182f0d8c3a4b878a2d5d2dbf0a5267685ae82b","formula_version":"titan-u-contract-v1","latency_ms":27.63950000000648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302911635228174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_907","prompt_sha256":"b3a32eea55019435e098dcf7e205fae1c5d4c0e2633f4906210b24407d997bb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"37edd03a31ffe0124bb19bbe02a05287b010352d7e8f1d8fc10f9142c09d27c3","formula_version":"titan-u-contract-v1","latency_ms":28.87466600000721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1505","prompt_sha256":"227ced9762da5866a96d8be13424172a80a0a757d7c54bce9bcbaec8a9f11c1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f8522230ca23a8567908b1383fb245c91bc1173d9fe886112f5ecdaa47ebb94","formula_version":"titan-u-contract-v1","latency_ms":30.71008300000244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_156","prompt_sha256":"4b72aa3a757cf46432a70ee8182347b332bcea2462070721dff3d033c3e195f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"db43e516720d35f517b7064fae61c8304e7b5148ce2b6ccc75c5bc3639968aa1","formula_version":"titan-u-contract-v1","latency_ms":26.16500000000599,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_947","prompt_sha256":"4906acad84454411206a739d5f040bb5d6a4022b4217158ad9baa7bd232dc891","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945873},"components":{"alpha":1.0,"bonus":1.0636808731945873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"172fb7220a65a8d2d8a59a600d4f26c1a14a13e8edf6c12fcd3e9678007750eb","formula_version":"titan-u-contract-v1","latency_ms":25.939457999996307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303475398612538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_499","prompt_sha256":"fff37066e16c4188f3296de3621bdd349ae3f46b5ad5b53f1242e44b1d336762","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"8409c54545160fb436e1440367f77e9aca42f1ab9196f9c0518669728c68b9fc","formula_version":"titan-u-contract-v1","latency_ms":21.796417000004453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2984","prompt_sha256":"b120b8541962197102758a7789258d9b953ab05fd97540156019dff2588b512d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"417b1ad7782447a3e532f8f9d9860835f89107a10d9e7f8e331c2dc0da74872d","formula_version":"titan-u-contract-v1","latency_ms":26.128458000002297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1786","prompt_sha256":"5efdd0be3239980ba80d923c83ff34877d0b6240d02690f20c30591b09eec4cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"03572ec1e326ebf151c8b94f26f87a6eebcda2388b1e2fa2e42ff49608d46a21","formula_version":"titan-u-contract-v1","latency_ms":25.243416999998658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2422","prompt_sha256":"c9508a86834b22c032d27a277d0191af15eeb2c776271f3612696b3ca5f3c00b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c352d85fcd3af87eb1a6a6011359e72df0456049d305b0741f25d75f53d3e24","formula_version":"titan-u-contract-v1","latency_ms":22.90550000000735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2829","prompt_sha256":"39513e34acfdd6dd48532cb3ac1924d8b19c384a4ee4c3c35e4f2e035fde4372","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"f57f2ac89e14817e04cf8d181a20566df68332bb2dac3a0a86bf3c7fe8b18414","formula_version":"titan-u-contract-v1","latency_ms":23.310792000003744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_909","prompt_sha256":"83504309af96fbd44a4706fb8f977a8daa10892887c0328fb62e184bae5f932e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d041e7d95bd1ce7fe1ae2c635997b6fa8c3bcf30f26597a97080cb11f6e95b0","formula_version":"titan-u-contract-v1","latency_ms":25.53729199999566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1223","prompt_sha256":"a7de93867671531e8230babcb2a571f7aad69d4280175a21d0b8c3d83a192c23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"73ce46942fb082348d3082fed1616e7f5abef13c2d320ad6698067a659973c79","formula_version":"titan-u-contract-v1","latency_ms":27.11149999998952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3812","prompt_sha256":"aa1321360182aa226743f3f98f05a6b84a3a67fff4f3d55614650765aadf6b4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"091047e06c91c6e5ef354b0a6359c55e5ec258ca90ca9af929be0bb8338c2331","formula_version":"titan-u-contract-v1","latency_ms":24.37145800000451,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1698","prompt_sha256":"6fc8f533a96a4552afc97e202f9d81cec201d4084d2fd648533453be7e6e6e9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"6be5ac32fc4c9af779726ef8899979bf8f9e4a460a76a374f597e5af7b38eaf9","formula_version":"titan-u-contract-v1","latency_ms":34.03933300000972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_17","prompt_sha256":"1eaf99495349d8f28e3692b9779767c988d386a84b0825f86206b02127ec6512","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064079708010636},"components":{"alpha":1.0,"bonus":1.064079708010636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064079708010636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"60976b3e2494df72c56113fa8842de9cc9aa2f6543de5f33f17faa57af12751f","formula_version":"titan-u-contract-v1","latency_ms":29.210874999989755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307463746773025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_366","prompt_sha256":"58b98f2bddc7f8ae0515a5e7e80211b1de338e2be0fd6c0d71f7dfcae43624fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"8138c03871f54ba00cdc5816d121244063350dfec6d5f7cf69d1126299ec1f43","formula_version":"titan-u-contract-v1","latency_ms":29.12429199999167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3769","prompt_sha256":"eeb63c37b937c23a6d8287eacf6ecd1a0e1baaa4bb29196c6d4a596729ff14a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd23d3d6109f2a3138bbd29cc7f3b707dcd7f224a7439daba2e59d8006ee4ad0","formula_version":"titan-u-contract-v1","latency_ms":30.552708999991296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3602","prompt_sha256":"e028fb8535647733d2e826af9992abd9ed3c405da55ffc372693fcca76186c91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"af023e464407586655dd766d0791ee60dda109779ea9e521f8518e5e173c9ca1","formula_version":"titan-u-contract-v1","latency_ms":26.183084000010126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_968","prompt_sha256":"001d6ba8868717f607dbf02f43de2c3e6157528ea43f1528aef0717e0d22dc4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411276},"components":{"alpha":1.0,"bonus":1.0636919784411276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"b12e48c92e61d0629295b820049c0d308698235c68e88c780ab504928785e0f6","formula_version":"titan-u-contract-v1","latency_ms":24.78262500000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303586451077942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3447","prompt_sha256":"4553130fd5da17ab9f58b36711b74dd1f995df1b9d9234f52aaf9a1890fef6fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063664435454152},"components":{"alpha":1.0,"bonus":1.063664435454152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063664435454152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3e936ac8b15aef719a1e621c73a03603f41a094e2bec0a33887f7395861865e","formula_version":"titan-u-contract-v1","latency_ms":21.691416999999547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1869","prompt_sha256":"5fbeeac09fa23bf80495691adac31426076257e216b4099a750359ffc8ae3bc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"6257034e6107211a2504960d55c40469ee2f9a531a6ecea49bf564b229794adb","formula_version":"titan-u-contract-v1","latency_ms":23.44945900000539,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_389","prompt_sha256":"759526200c06cf69c04bff29503040a97c3a254206cfad6d3c8276772ca62af7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"5da9987ad4afeb066325baafa7e75942192931d54ba1e1805bb719702d776345","formula_version":"titan-u-contract-v1","latency_ms":23.401583999998365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2771","prompt_sha256":"4430cd956288ff3c75a0649ef5325d249b6a146f84816e621bfa35f1a8d0898d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063667156733017},"components":{"alpha":1.0,"bonus":1.063667156733017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063667156733017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f438ad8b596a34f58667a2e07773fe3bea64677384a572731f2d590aab9cb57","formula_version":"titan-u-contract-v1","latency_ms":25.161374999996156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1540","prompt_sha256":"036cec8580c4a0fb459e6277fde18cbfead8869561dbf6bc915bf33cc8a3ada8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b2d0e82ef9e449af9e724fdb2432d84a64c3d3ff37f6da35c7f32661af0ad86","formula_version":"titan-u-contract-v1","latency_ms":23.441833000006795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3102","prompt_sha256":"8fe412f059261ecefec592302ad750075036c736dc54b7d6ad3420e91f7ac6ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"42752cfd9c9743929d46834fc7434ae1a1ce102760551e874585dc1e842807e8","formula_version":"titan-u-contract-v1","latency_ms":45.4722500000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2095","prompt_sha256":"ea314fe636b8f793cc8808cc6d0b31e70ac56edc9442f8fa9c89764abc22fcf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103233},"components":{"alpha":1.0,"bonus":1.0636590149103233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c030475bb702c078334f08a31385c4ed2b2e9826b6d142e46c99b927217f720","formula_version":"titan-u-contract-v1","latency_ms":30.407459000002746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03032568157699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_251","prompt_sha256":"35c19a0348b0aba5c3b7efdc7f55f660818c2e2d1f03319a9777abfb49621240","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857166},"components":{"alpha":1.0,"bonus":1.0637032010857166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"c944c9bd3b46101bedbdd7bd5211937f06f8845d52a1fb82b564cdd05f2efd0f","formula_version":"titan-u-contract-v1","latency_ms":25.106875000005857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303698677523832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3395","prompt_sha256":"0f5a99a534494cb8156c4fa3010054f276db8ccc52c96f70044a92a52f97075f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a2323a7ed5687f5947e6b058373207665cd747da6873633e6696bb0a9633f07","formula_version":"titan-u-contract-v1","latency_ms":26.948833000005834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2844","prompt_sha256":"17f7d79abdfa2210be6bf94a43fcfc9ed058ceb2721db1b03474138cb60299c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d192386fe07207123eb4046c2bdbbbc285453960a6a9755dca35715644dbdb4","formula_version":"titan-u-contract-v1","latency_ms":24.79491600000472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2368","prompt_sha256":"71ae96ae77fd1040bf5006a3f4b0544608af26755fc10e918661419f4f9f81df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559328},"components":{"alpha":1.0,"bonus":1.0640505744559328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6780f7d8e254179a59c869cbf59d5cd8fbccc251a3afb24e9c71122e0958ada","formula_version":"titan-u-contract-v1","latency_ms":25.422457999994208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307172411225993,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_533","prompt_sha256":"b835ab612ba99ca530fb5cd246e0a3df3b2035362f02fa5c1f0d644aa472fe85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dba0933eb6e08703555a4fd3e5fe3cdfb718c5221ee7ad1570c2e58381e4b39","formula_version":"titan-u-contract-v1","latency_ms":24.96425000001068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_587","prompt_sha256":"6b0b4224a6663ecda6e6d3e85642e764f7feb52ed18b194ebd62a2c81c53a553","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f10609ec677eeec39a62705755db91152588dcab59b79b65f42b30d58af7447","formula_version":"titan-u-contract-v1","latency_ms":23.551415999989445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1872","prompt_sha256":"cdf1878ddb35b4307ce20db78998c5f9bc887df7a7d7625cb436fa4d0f3f38ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb428b27c72e17e0256b691d57548a740fe07721ba6159baa13745d1d4cf140c","formula_version":"titan-u-contract-v1","latency_ms":24.00025000000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3666","prompt_sha256":"0d74f85ee0565f9b60dbfa47004e3a4b4e9becb016e0d5c9b224b95048671ae8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"b974bed239f0197708beb0c1f6d4e447cd7d080b92ba993351ee31bb896937e3","formula_version":"titan-u-contract-v1","latency_ms":24.77279199999316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3305","prompt_sha256":"2ba58c874b3bbe957fcb74d6a05b7bbd60b1b1dcfc37a46907807b513c09fb48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015303},"components":{"alpha":1.0,"bonus":1.0637911126015303,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015303,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"194dcb553a3047b6acc7c9da52224aea94526d8f706e05b61bff862ae0375184","formula_version":"titan-u-contract-v1","latency_ms":23.06424999999024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304577792681968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3281","prompt_sha256":"d25a5fa4947716092c61d2a576bd22ea2ad383fd4294b5dcdb2fd0a66375fc5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"21f1c1282b676a0a8f89302f6326b9c409b57b96075fe51513697661b9fc0349","formula_version":"titan-u-contract-v1","latency_ms":22.996166999988077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_667","prompt_sha256":"cb509d7eba75b2fbecc4b0d8a85fefab35eb5c312793e2d24abf0e918076ae09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c9984c36af894da9e4dc2d874c84b5ec26e686fc4972803858c871f659ff95b","formula_version":"titan-u-contract-v1","latency_ms":23.041708000008043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2724","prompt_sha256":"ad2127a2c0a42a0cad689613c99329b7c4851d0a4efd514aa5e73f1ad4d3ef12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"e092bde244112df2e8af5c2c8fbbccedc73fb77988cde687bbe46ba59b5af58a","formula_version":"titan-u-contract-v1","latency_ms":22.508375000001024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3175","prompt_sha256":"83bdf503677dc1fa216ce2097512d17997aa7096995479b7663489a418e0f37e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636563156454721},"components":{"alpha":1.0,"bonus":1.0636563156454721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636563156454721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"96e83f94a11ee9f301d484d5c06ca591af4408a799ba3dc246e34405ebf929de","formula_version":"titan-u-contract-v1","latency_ms":24.299708999990344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_785","prompt_sha256":"0da30293e3c2cf70aa1e8eec92ee704fe00d79761241f45313312a7212c498c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635912190545762},"components":{"alpha":1.0,"bonus":1.0635912190545762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635912190545762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4561,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc98add8fd575ed6a591407b4bae15f1f7d4d142532da3682ce8bc62ea7a1187","formula_version":"titan-u-contract-v1","latency_ms":24.32470899999828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302578857212428,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2029","prompt_sha256":"cc7d7890f32b48e98266612391bcda006f2f612581d78d2f637148da3efbb83e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"a16aa9c23c53ce96738130bb4a14a7c04e74bf226e773473af847e98c544a9fd","formula_version":"titan-u-contract-v1","latency_ms":26.64249999999413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2330","prompt_sha256":"1d9b36f8fe375c4ac176cd4eba89cc1f9b2a1f4e9a2011590c001c485adab533","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f603729931c8338f7138d84d79d3ef691ca0c40b913bea51623e2fcfd196c88","formula_version":"titan-u-contract-v1","latency_ms":34.167457999998874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_971","prompt_sha256":"46459b69a063a3f476c36b794aeb7fb67de054f53526b78f9eee6e1428e2b1b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06393873178863},"components":{"alpha":1.0,"bonus":1.06393873178863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06393873178863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"4788c7159f8d2ec774e1f0430e14c09e75537b97aae64c4171601759f52c21a5","formula_version":"titan-u-contract-v1","latency_ms":26.245166999999014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552965,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3422","prompt_sha256":"5e2add2d5a3250bfd677bed5d40b3520cde4289bb5942cf3693fe23e2cee9235","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"edb862a04385f3c196ab15382b944af1a5e9731be6827f67ca831a684910d701","formula_version":"titan-u-contract-v1","latency_ms":26.025290999996287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2954","prompt_sha256":"bee101f8d70ba6c8f7c98afc8323b2d78752826d5965758acab2d24a5f167ce9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"fef118393c9c35f07716b8ff16ed00af9c293ea830bc457f8d3000e183d37f29","formula_version":"titan-u-contract-v1","latency_ms":24.59500000000503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2239","prompt_sha256":"67ed5a65e9f3dd39041cfeba71d689e8e19017f939d16d25bc12a72480a3161d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"51811f4278d60543e3f16a2f73438f10a2ffede8371799504a655ef9d9d85520","formula_version":"titan-u-contract-v1","latency_ms":27.750916000002235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3756","prompt_sha256":"138e196b2ccc3ffef894d009a4f872936317e3395bdd4491ed56e1be78eefe8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"556e74213de01aba3bc43f5e5db589dc1693cc48295317c359387e2aa1aaa3ef","formula_version":"titan-u-contract-v1","latency_ms":22.93729100000519,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1726","prompt_sha256":"61db964793b6fc160c98cda5348431b8b929a11c0a1b8d51cd8594a033991dcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"67539c359cfed620e692fd6257a714c812be3cf22f15cab68101dcbb7fc1fa89","formula_version":"titan-u-contract-v1","latency_ms":26.707375000000866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_512","prompt_sha256":"6b6bc583c81796392ce4dbbd9d905daa8c50a11d2deab0a879178b2b7169d019","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b2ac5d3618e50ceb6815a32edbb07b52a5ae69dc8d7ef3336e31a741e25486c","formula_version":"titan-u-contract-v1","latency_ms":24.073250000000712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2461","prompt_sha256":"178da4232a602a1c40c9771142b55d3606fab92b34644437574c8efd7537169d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2f49dd92ebbb25618adf402144a9fd03005c3606c99dba880adc949883f8036","formula_version":"titan-u-contract-v1","latency_ms":23.01650000001132,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_885","prompt_sha256":"a0123bd037ba8e4454ee4addab64906ec67ac648fe4cb26e6144c415968117bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"8678e04d5e7033da51ba05208e496cb54b8ff5bd66ac8740ccfc6b7d618120c1","formula_version":"titan-u-contract-v1","latency_ms":23.355582999997182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3171","prompt_sha256":"3ed2e9217ad0c38d88287e4f421cf04857d0f0b66ab6cdfc17066d2c0cac0883","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b527a8d3e2ab242ee672344466dc277d0940f00fcef58d0f4650e427a2b3133","formula_version":"titan-u-contract-v1","latency_ms":26.374500000002854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2361","prompt_sha256":"3e4f1413f447b1be958589a952466f7bb26bf583fc2c93ff51433d1bf1eabc1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"2785c298ecde27049da3c15bdfd2aa93d2f42d1ee80194cdff1e903e3885a9c1","formula_version":"titan-u-contract-v1","latency_ms":22.61004199999661,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_524","prompt_sha256":"67e638151dbf261e2584f9857b8637646c33ae1568b864fec7db9fa285a28280","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"46804ad85743e69077447d2ebe9a830d3920d76c4c719b59ecf75e448de12792","formula_version":"titan-u-contract-v1","latency_ms":24.417499999998427,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3497","prompt_sha256":"5338c2e38c3474b347e1dd207fcdd6c3c88c9f9ca7269b770eee634086f46449","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"29421bd5da56602b533960f14e30931e962c2524932bbede1bd3575a28e42bd7","formula_version":"titan-u-contract-v1","latency_ms":336.8127079999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3504","prompt_sha256":"ff4b25bd3eb37484e92db203541e77794c7af496a8b10c89a53a57a954d413ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144146},"components":{"alpha":1.0,"bonus":1.0638823691144146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cc7a5699ef082b8f6d5d2b14a549d55a1c1f2265c9beced9b1fc04ad5fbd545","formula_version":"titan-u-contract-v1","latency_ms":165.64170800000966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_424","prompt_sha256":"db118cdf0235e78c857c92778e67e68284d0128b87b7e6a89bc332238ae67405","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a2ffbb419bc41ea7f69f277ad05322077aade9a547a1b234134cd2d95b48ed7","formula_version":"titan-u-contract-v1","latency_ms":30.069374999996512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3626","prompt_sha256":"d64437870ecbbfccb82f0765a9823345fcfbd0f2bb705109c0ae15ea7147850b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404673},"components":{"alpha":1.0,"bonus":1.0638758775404673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f18163f2382e194147ef99e50a5376429beb2e4ec7718201341395336e782c0","formula_version":"titan-u-contract-v1","latency_ms":24.701374999992254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2222","prompt_sha256":"3a750fe6500a678ec325ecf6142b634ab45f39ab8693dcfed4da69a5c55b8354","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181531},"components":{"alpha":1.0,"bonus":1.063972876181531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"53619f050d23faaaad869bb6ad398b391c7aa235186839fd5b615094aa511f7d","formula_version":"titan-u-contract-v1","latency_ms":24.50295900000299,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2865","prompt_sha256":"8406f6b73f4acae9907f53f9d09deac8fa1574e43eaa2687c298b155f4332b2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"eed4da85653a0ac6a23bf8f56f0ee1fba505b581363192a82affb8fba9adf4db","formula_version":"titan-u-contract-v1","latency_ms":23.634666999996057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2739","prompt_sha256":"5c162c1c558ef9b8e9a102a42a3fc08f08a7c881d810dca34159f6b510d097fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281298},"components":{"alpha":1.0,"bonus":1.0638250010281298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"c21b02dd2c0989b0fd5ca80d960948d56e3da325e885846e3abe8d10d41ddba3","formula_version":"titan-u-contract-v1","latency_ms":26.303916999992794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947964,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3966","prompt_sha256":"4f88705189bcb287460ec9f42147e68a60b451a0d361f9c0cac0bc03a024c18a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"d44105b39281f68df3860036737e7359e73a0a714f105570c11bf1e054982964","formula_version":"titan-u-contract-v1","latency_ms":23.709625000009282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3885","prompt_sha256":"801798a778ab4deee86ee9c9a381622186ec8e31dec815ec103c35a7ae9b3943","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462096},"components":{"alpha":1.0,"bonus":1.0640290321462096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"e91c8236f4e70ff91a066201b33c6472e9536273fe29d99632a3a2cfc6f28e17","formula_version":"titan-u-contract-v1","latency_ms":24.311457999999675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128761,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_2510","prompt_sha256":"b65c724534a12790009973d7583d4f052e938daa24b7438d97f5501d0f41e72e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7498e09b9dda84e22d66b576a220ee9ecccb6741d724996127124b54f00fbd2","formula_version":"titan-u-contract-v1","latency_ms":21.85004199999696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_360","prompt_sha256":"6bd70975c80e6606cf911f17cd9f8cb065f3bd003b45435fa2d87196111551fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcda842099457fad55e5a554ba9721e3acd9bc98b5092ba7f313b75162c1fb9c","formula_version":"titan-u-contract-v1","latency_ms":24.582957999996324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_3792","prompt_sha256":"a057cb2452f39f5c50d806ebbf1c102889ad5142e1105da39ef6399efedbf809","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfeb3cd4138d97322f71e0129c26953422e70fc2322ba2fca011952996fa3d3f","formula_version":"titan-u-contract-v1","latency_ms":22.60687499999392,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_1538","prompt_sha256":"a204e3a6e8ef2f211c3e8c8ba734c69aa86093254fc8cf6b94bee15ab4aed1d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1724001bd01c84654780fd2bd14e8030e7a685f8b2a08ce262e6bcbe350bcf7","formula_version":"titan-u-contract-v1","latency_ms":22.51783299999488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Computers_910","prompt_sha256":"92410ad2d5df33787a17b8f866f9140251d485da88ad917df1b11833a507f453","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"46802f989da8f592cf6e257f41652b6a8ad017565bda824b335a71b2a1adc6d5","formula_version":"titan-u-contract-v1","latency_ms":22.828042000000437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_5","prompt_sha256":"281645f409182bd2afcf50682a01e123ccfc0a0dcacfd8d699c80e99b1fbe8e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187366},"components":{"alpha":1.0,"bonus":1.0636536237187366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2dd3cb0343e1572149a66bc174689598bed65feac399e2957987a5b91003d0d","formula_version":"titan-u-contract-v1","latency_ms":21.995625000002406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_14","prompt_sha256":"270eded9a8eab1e672531c9eb646da8ea90e4ba237d5abe8cd7504f832a6b758","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3a24ba0e2add59dfc73b1c8ec2818d7e30db791f70d6c4fb2fcaa8da899147f","formula_version":"titan-u-contract-v1","latency_ms":21.695250000007604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_17","prompt_sha256":"53bf7df60f8ff39e024ce61ca5b22b7e5aaf33d8f932342a3afac77cddf229e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce7a49ce0e314e6b4bf2eebeff9b4a362397b906bdfdbfc4e9582d908efb8194","formula_version":"titan-u-contract-v1","latency_ms":22.777375000003985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_20","prompt_sha256":"ab3a1a0e05db895113b8c8cb27637f14b0e00c9abc182a5fd3d3c20ca8913524","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"c26ae5857fe731a18d2a58df83729fce88e5fb8a2bb8d36fb409b579ca17593d","formula_version":"titan-u-contract-v1","latency_ms":23.9655840000097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_22","prompt_sha256":"d7cac83147d7efe368c11764cd2c2ed37184c781830546c9f07d180825275c42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594924},"components":{"alpha":1.0,"bonus":1.0635987884594924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"c715024f696176f7d981d3c1999a896f1024bfd8f8ced9adc191390a552a1743","formula_version":"titan-u-contract-v1","latency_ms":21.62358299999312,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030265455126159,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_26","prompt_sha256":"8acb9636b61da3c465307b55547c42e3a579e7b03bd715a235480d1f9dcce1e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5c9b1018ca5fc189d7be380f192a1c621a9479db74f5df0fc9e97835adaaf90","formula_version":"titan-u-contract-v1","latency_ms":22.959124999999858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_29","prompt_sha256":"e81d02e074fdb236283053824aa151ab55a59c91b418bca4fc52084bb2d56d38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268295},"components":{"alpha":1.0,"bonus":1.0636781152268295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"f94f1d879b61b42192cb2e46a0d449795e834159ca7741d76070e33e9f162aa9","formula_version":"titan-u-contract-v1","latency_ms":24.73891699999342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030344781893496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_35","prompt_sha256":"684fbd892e88b1503e84e098631266751a1a10d4c936d9f05378d60d33f9480a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330176},"components":{"alpha":1.0,"bonus":1.0636671567330176,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330176,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c3c54cbc7cb4265b83f82471035984de5a2851cab3c734324dc78b93a46d0f3","formula_version":"titan-u-contract-v1","latency_ms":23.271665999999414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_45","prompt_sha256":"bc8e72575f32a4df9da0061cf59b0f7108a81d5253f67ec8f7da004e75581164","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798375},"components":{"alpha":1.0,"bonus":1.0636482618798375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"25335dea883bd997126d8b426384c94897d0e22f9dfc25c96cea0d2c41dffaa1","formula_version":"titan-u-contract-v1","latency_ms":23.13579200000504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030314928546504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_58","prompt_sha256":"875569b83ae8381119129b634b76eea38b0ef1370e065e8243cde56cef543d25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"59a30944b39450ceb72d03cc346e5697b79dc1d7145810eac767b92d63261dfd","formula_version":"titan-u-contract-v1","latency_ms":23.18150000000685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_63","prompt_sha256":"8c170416607e40be6d5a5e05b1f0db56c433e0a1a1d947d4d2a2f29e11ddaf86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"9730f1385782e83c6e58c543119a821db923948c0ef136c9d2f1a511115c9bcb","formula_version":"titan-u-contract-v1","latency_ms":23.04895800000395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_64","prompt_sha256":"29a8bea0a94ae7d51641e9d56c7c5a0bebc9be9fba7802864b1a640081d08bea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"e36be29eb1460a20ecfe60a4e319fcc764cc3161443fa983832a3d57ea52b01d","formula_version":"titan-u-contract-v1","latency_ms":22.666375000000016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_65","prompt_sha256":"f711eb1118fd08bc3ff857ab0efad3d4e345fce9fec7b609e71d85fdd406bac0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d6305f4b2348a9a6736efdfa53e55e63aa336ffad2fde738968bddc3a02a7f6","formula_version":"titan-u-contract-v1","latency_ms":23.93916600000523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_67","prompt_sha256":"592bb882fa7b06e302cb4c09f035f6c5c149227f6e0a57a27214bd068a64ca33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fcb0e703bde65b3a944dbf559184cbde75ba36194a06197b221c770d5270aee","formula_version":"titan-u-contract-v1","latency_ms":23.98866599999394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_1","prompt_sha256":"b0cd30f7fac29c11cbe842ee87e8c4390d3effdce165490e74b5d63e3fc745dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635912190545764},"components":{"alpha":1.0,"bonus":1.0635912190545764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635912190545764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4561,"eligible_count":122,"excluded_count":18,"feature_sha256":"d860301015719f23ae72cfb3c2c7dae272c2b9f6433069dd27c7f3a44c160aac","formula_version":"titan-u-contract-v1","latency_ms":25.43466599999533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030257885721243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_9","prompt_sha256":"07985cccc908a6137ab51984dd94184d42679935f5ac09ed98cd0c442b0d5ce3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"00f7f72c44476403abd616427bc02849840f9ddefdc6fb51d0a10307dcdfd633","formula_version":"titan-u-contract-v1","latency_ms":21.653499999999326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_24","prompt_sha256":"266ea8f288b07c87c3047b062ecf54bbb924c4e3b11ca76df40d64087e117838","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"1416ec43d68e7a7b572448097a3af3fdd51e682100147c41b460a63a6d2e332a","formula_version":"titan-u-contract-v1","latency_ms":23.755915999998933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_33","prompt_sha256":"b88fa0eccc21a01a3ae634c2ba240b701e805e89ea47f9022abd603a5e20365e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541522},"components":{"alpha":1.0,"bonus":1.0636644354541522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6196574bdefb3d26b9abdf09373070c7395ee62e79eeb595eeaaf7a3f917b09","formula_version":"titan-u-contract-v1","latency_ms":23.511125000013067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_34","prompt_sha256":"d8b632909b47d09b0d3eddb23920d3cb7e5e1f45dfd313ef2ccebef4893958e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"25db99378b858c7c360850f6a49fdf841e1a121c3470ad466dcb8a8ffe9dba5c","formula_version":"titan-u-contract-v1","latency_ms":26.019707999992647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_47","prompt_sha256":"c6a2107d6965d76c2d320956b502d778dd76fd5f3aa82304438652eb11033f0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"c233cdd2c6a5c32a59682580f0d0084e00c9991c584dca35872e6bdda824c370","formula_version":"titan-u-contract-v1","latency_ms":22.633334000005334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_49","prompt_sha256":"83bb705b2e4b78bc9235277a3ccaea80b3e076c7b9c42cfc42345015c03758f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"5913a9bcf22f3d2bf28b4c7f53b1f09c79cccb48624f64867ae8c457008953d6","formula_version":"titan-u-contract-v1","latency_ms":22.302792000004956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_72","prompt_sha256":"0847067d51eb1172728871597dc04d04d92b5f6b5e7b919265f59926480c0744","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"420bf984c143d8f64aa17f81036d047df12b944fa340b50a92a68d7e1483be2b","formula_version":"titan-u-contract-v1","latency_ms":22.606041000003074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_15","prompt_sha256":"8a143741528459327888f754b5f7ea4a961e953cb42153ed875731f3a013fcd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262044},"components":{"alpha":1.0,"bonus":1.0637850464262044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"534c90aca21f9517ed923ed736bdbb970f3966a081f32529b4da24a8e3074fb5","formula_version":"titan-u-contract-v1","latency_ms":23.361625000006825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030451713092871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_2","prompt_sha256":"3c1e80466606f334df3bb0f46b7028c359dd245659929fb521deb98b1c8265fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b3e4a85d5895e92f4722bf4350cbc6339a26f1cef8b7683435ffd30823442bc","formula_version":"titan-u-contract-v1","latency_ms":22.344457999992073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_3","prompt_sha256":"f1ec327a68d7a474968e7fb1fb7c4f2816889f997cff1db85de8f6fe519905d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063675364596736},"components":{"alpha":1.0,"bonus":1.063675364596736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063675364596736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb1731d3fbbf1600ffe95d53c1c7bfe79ab72d7542dd000c04a3ff3bcfc97827","formula_version":"titan-u-contract-v1","latency_ms":24.36112499999865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_4","prompt_sha256":"3c8fc966a4b73f92893c126f0b099e430a99bcd4edd2ad45681dbfc0551eae07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"650fb91137cbda53add5a75eddac0837d092b12bc8e0abacbec7d24b1802fdca","formula_version":"titan-u-contract-v1","latency_ms":24.70866699999874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_7","prompt_sha256":"e4f225f0845c0c16c646ce8f3907fde455976a434fae09a1e94f8e1221493e43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330167},"components":{"alpha":1.0,"bonus":1.0636671567330167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d3e56d864edb4c44104a701c421924093d55933614042af9373af5e101c34ca","formula_version":"titan-u-contract-v1","latency_ms":29.213624999997023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_8","prompt_sha256":"424e3ac546a92af89c69eaa427c750a71fd31adc05113ad433abd1f03ecaf984","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636563156454728},"components":{"alpha":1.0,"bonus":1.0636563156454728,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636563156454728,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"6576ae10e1be6ab20fc96af2549d1e2b679b5c3b0d5722d49db214e2f0c2476e","formula_version":"titan-u-contract-v1","latency_ms":29.141667000004645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_10","prompt_sha256":"f679bb262d44bef7d3e4b3d31d0dcb45e4ed3802d7d0514257dfc19b8b6cba9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"f91b1876731eb9d64fe0961c9f023e955fea3bc2e86e4648232093dc0f015da2","formula_version":"titan-u-contract-v1","latency_ms":25.632000000001653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_11","prompt_sha256":"1a64eee78c0ecd2304daed7481c6186fad2b6257b1e44afa99f7d46a1a58469e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0347c503492cebfc34a9c15ef6089eec7e28114b17a59c195a184ba86f68a72","formula_version":"titan-u-contract-v1","latency_ms":26.13449999999773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_12","prompt_sha256":"80dceb85fcc23fa605fc8e1b3347edc371da64ac7b724a78d2839eae535f13aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"36fb9230592cd4b17b4d78295442e0195990a80cc96d95ccec0ac34d124f213d","formula_version":"titan-u-contract-v1","latency_ms":24.341915999997354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_16","prompt_sha256":"7a705bdadde84eee65c3bd567e1c0d137bd483e45274c8d511725af316f86817","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636891911232813},"components":{"alpha":1.0,"bonus":1.0636891911232813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636891911232813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"64485598ed0d9890fba9ce900a5083523eaf3feec26c4045c9b07b68d202e655","formula_version":"titan-u-contract-v1","latency_ms":25.199458000003006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899479,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_18","prompt_sha256":"f2add8a8f68fa0b7dafa180fde55f86655bbc08e3a1ce7f7f2037f013c00f104","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0b1de7bdf138bd8830b0cb325c5f4a0e862ce8c50b7de6e697e7e9b7f5a7a6e","formula_version":"titan-u-contract-v1","latency_ms":26.49449999999831,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_19","prompt_sha256":"9c1f76061f062bda46396e415298a440729b92c9f0bb100b11fc6a3236169173","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311186},"components":{"alpha":1.0,"bonus":1.0637088564311186,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311186,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"fceccb2d39ba19e066e881518b9a07a037a416edd3373b79fd8a784fd712e63a","formula_version":"titan-u-contract-v1","latency_ms":26.049125000000117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977851,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_21","prompt_sha256":"9fad0edbc688c08df6114c886cf827ad8a3a29e70017a8cebc885e475a152de4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"489bda6d72ab0dd93f1ae88f7b683942d1cf1f062a75bd21fc8091107361ab05","formula_version":"titan-u-contract-v1","latency_ms":25.842499999995994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_23","prompt_sha256":"4e1cbe9abcd78e49eea3a9719531d84311c1b81bd46a0001328f8ab2ffaa85b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"cad4e8f3b8cfb08cfb37d647694878cf3cf0d53f596511ca4682398e9bf8a162","formula_version":"titan-u-contract-v1","latency_ms":25.6022499999915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_25","prompt_sha256":"160c58ab353fb8c19c1b5ed8aedaa8327c3f1125bbde8a6ae4d9bcd15cafe674","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"34070a10385e6deacbc2e274d1cf430395c435ae280a80fd4d20f3b7d29cfc9a","formula_version":"titan-u-contract-v1","latency_ms":23.815583000001084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_27","prompt_sha256":"c66863c3dd0aab2c652112bfd603d25ddceb49cda86040eb2c8b473baa27b208","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3466ad9c27162b2db4980b334f4498a4bbd11dbfe0ad56eb009a7002a2f5796","formula_version":"titan-u-contract-v1","latency_ms":22.1922910000103,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_30","prompt_sha256":"c9fa007e4d5d389a64a605e2cbf3d2f78933d9e144b3ac972d017dd50b35a069","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e705e84d55092f3e55bcd4a4b7b10dcd08b8f2fd61c3f117e0726fb826527c5","formula_version":"titan-u-contract-v1","latency_ms":23.197958000011454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_31","prompt_sha256":"06028319e2548d0b7622417056325f2e1ed8fd5cc3d7c6a2734dfdac5c45f4ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"271f03c6686dd060804ea937d5d29f8c2a1af6ccbcb00fb08ee4598bf23a280e","formula_version":"titan-u-contract-v1","latency_ms":22.75033300000473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_32","prompt_sha256":"f978eb61d70f7d5445adc038732db03427a5921ce8229f41b1101c81ec5cc931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7e42930e4b837339e480e80a0264b76ca311d03a1b4c17bb981264a69995e2e","formula_version":"titan-u-contract-v1","latency_ms":22.706915999989974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_36","prompt_sha256":"2ade6892b0b0e45a3fc351068ab74681c98e12dde04e8799815f4b13a6d02955","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"373606b77290f51735420e62339af508f66fb499c62f92f17ec463e87564d3be","formula_version":"titan-u-contract-v1","latency_ms":24.23533300000713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_37","prompt_sha256":"36377d48de294e913360133351142622c938fdb4da03bd14fa443f52f32bfa6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"c65ae9968ca0e6c95bbef3792b87e973914ce9a65487503d1c41c169aeeb231b","formula_version":"titan-u-contract-v1","latency_ms":24.011792000010246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_38","prompt_sha256":"bafc07e9212c37550168bab0ce9298b795a9de544e70fd8641c4a895aaa02380","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530832},"components":{"alpha":1.0,"bonus":1.0637670239530832,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530832,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"9acf1310316b3b07c433fdf86ee1568b1c365604efc61813fe9dac74d9e7310e","formula_version":"titan-u-contract-v1","latency_ms":24.75549999999771,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197498,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_39","prompt_sha256":"e350a6fc12c4f793edd4096d3bfd20c745a03f66bb545c3d9d98c657bc97f9fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdf961c837260ba477b84a89cab1c629a0ea022abf529a7ce27f0fbaa637e1f8","formula_version":"titan-u-contract-v1","latency_ms":26.102334000000837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_40","prompt_sha256":"026622ce5bff13f5a1d9c8447aea2bf09f77fa8cfdba0e778f10cab494c7fd6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e980011aeedc4408ae52606e75188f7df7080aae09bee1c11ca22e2628f7b52","formula_version":"titan-u-contract-v1","latency_ms":32.84604200000274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_41","prompt_sha256":"3809eb7f53c315fc4ffc94aba994db9d025f72c9e0fd743a72d46c407101738c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a71d10387d82ccab82a4a73bece19ef6b9108f4e0833170eed0e5f4c62e229c","formula_version":"titan-u-contract-v1","latency_ms":31.379458000003524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_43","prompt_sha256":"5e3aad3b1a401cca750a97742409554345149ed32bded853255d93115683683c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089875},"components":{"alpha":1.0,"bonus":1.063706025089875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"b22c096f987d90222d115aff7bcb45c1c288021c25b7cf8487c70ded70e53c4d","formula_version":"titan-u-contract-v1","latency_ms":31.588916999993444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_44","prompt_sha256":"d7f94edcfdc8b9e2514db77217ce86871f340ff6cf8fb5203922e37d2565c015","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6312c075a71d44cf3c4e0a781b0aa2672fcf45c8d61f5dbfc676c3ff4565cc6","formula_version":"titan-u-contract-v1","latency_ms":28.09612500000469,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_46","prompt_sha256":"527624aca7e22de71cbd377cd7ad786295e61b93bd23ec287f2d366cc45e14c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0bc9f9f764abca8b9afb6b03db058cafdc77ca101cb0a930ea23112aa465791","formula_version":"titan-u-contract-v1","latency_ms":25.20900000000381,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_48","prompt_sha256":"e5267b403b2604e20fcef9c5942de51b1d98a3065e915d914b596039fe6b1051","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876605},"components":{"alpha":1.0,"bonus":1.0638218835876605,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876605,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7f47e5901180a40c2630cc3f1a7a42c8064669f9e943cf3685ddf29ddb9ccab","formula_version":"titan-u-contract-v1","latency_ms":26.49658400000021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_50","prompt_sha256":"40461f5db873b190f0810d820f088c5560a31dc9881b93380a2ead26d2e6ed47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"19188a35305e70e29c3549e59b20e96a9386b74fb3c362531096074f6f8705e6","formula_version":"titan-u-contract-v1","latency_ms":24.220499999998424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_52","prompt_sha256":"e957fdb619cf05570a43a3be2662125f7f60e28a4a8a951ed50a462e659e0cc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b9538182fda3ca771419bd9071083a33efba6d20a9d7eb94239a730dc2aaadf","formula_version":"titan-u-contract-v1","latency_ms":24.029959000003487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_53","prompt_sha256":"04c791b0c104466921cb284df9b886d84f709cccd5cb8bfc0a6e50e5132e71fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063678115226829},"components":{"alpha":1.0,"bonus":1.063678115226829,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063678115226829,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec3477f865d5e45e05e15fe8dff6ce632ea84a77602bd3408fda1a91233373ca","formula_version":"titan-u-contract-v1","latency_ms":22.302707999998006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_54","prompt_sha256":"c7bbc25016eb58e60d294b6a1c6c0b3fe840cec3d606148b2890eeeef8feb3fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"367fad0c68cbd1b4b395516b84fc399636d6c38116f11d7d29eb11a691e41a2b","formula_version":"titan-u-contract-v1","latency_ms":26.19637499999783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_55","prompt_sha256":"00b18df598eb7270e843b00908820d218cb31205df0c538e705db16124b494f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"07c4309d1da2ce2c591b0ff6c856894d0d4340cb33914f0c87ada1b39531c626","formula_version":"titan-u-contract-v1","latency_ms":26.0385420000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_56","prompt_sha256":"253aff8f7c18fcc20f1772b0ea9ec7bd26fe1acd162660a7c422f986f864d354","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541518},"components":{"alpha":1.0,"bonus":1.0636644354541518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fc1092f71ce7778a942834f72ed5af861212e7a90b5fce6284341436a8024fb","formula_version":"titan-u-contract-v1","latency_ms":23.30750000000137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_57","prompt_sha256":"962db279cd56efcd9632827854069b99a1b12870a9b9d0d46c595bb928ccad97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0650fa10a9ca5728ae38eb3db9d5bc435d54440e31d7155fac6cfca41112888","formula_version":"titan-u-contract-v1","latency_ms":25.228708999989635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_59","prompt_sha256":"9b4f8bef41e74f28c9acb9a062ed40a939c677a62662bca266c9bea747750ad4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ee3209fb3acc5fd8961c537d35cec70eef618aca09b783be1996daada37c4a2","formula_version":"titan-u-contract-v1","latency_ms":22.75208300000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_60","prompt_sha256":"2a7be1e3a19e9c88ec1c93f6a8a7ca8ab9a241505f6a3ccf61853ea73b22d7ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea631a914f1da57b2438e695b00e8943969530454436a84eaca5782f46f28e84","formula_version":"titan-u-contract-v1","latency_ms":23.644207999993228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_61","prompt_sha256":"7e4da9d763ac0d417057d117f5a73496520f97034f54b7185a0752626e2f145e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601075},"components":{"alpha":1.0,"bonus":1.0637522069601075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"73b045241457143152b425d89281d8dc8d092ed7bbbd72e0f89c91276380f7ce","formula_version":"titan-u-contract-v1","latency_ms":26.614416999990453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030418873626774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_66","prompt_sha256":"6f4901b94576f66cfb25beda06fa078300010f823169c2d2f210efde447ee36f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"061714f89bc7a8422112538c873dc5c3d93c64c363fa5791442d67d4a6ee55ce","formula_version":"titan-u-contract-v1","latency_ms":28.610083000003783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_68","prompt_sha256":"a5589bfef5a7cc673c95e54a85ab647ff28c49f96ea43d1d4c535b567623abb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"14e7731f1bc8c1507f6f27f5ac040765e2d3d229a76f509804b640188be710be","formula_version":"titan-u-contract-v1","latency_ms":30.60187500000211,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_69","prompt_sha256":"3061801ba90ef691fbc82035c0a0b08fb2256f834a2957278832ca9440ace997","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798386},"components":{"alpha":1.0,"bonus":1.0636482618798386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"21d26a9477e48e893a9f9e91289e39ea7ea7b1fc223967b5ab732998c1dc75be","formula_version":"titan-u-contract-v1","latency_ms":26.069458999998574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_71","prompt_sha256":"3c9ddd3dd8d596ab2e693ae10cb1a3d538b81e23cb642a07980eddd76837e3e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665212470047172},"components":{"alpha":1.0,"bonus":1.0665212470047172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665212470047172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5180,"eligible_count":122,"excluded_count":18,"feature_sha256":"faf115dc8b72e15279185a2405886fffa04719e577df49e16b574b82fc4fa609","formula_version":"titan-u-contract-v1","latency_ms":26.722332999995047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331879136713837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_73","prompt_sha256":"e1ab11f5ae2c259ec4823e49d7498d0882cdf4a67b13ef27f98a522e06cb0292","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077155411837122},"components":{"alpha":1.0,"bonus":1.077155411837122,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077155411837122,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6193,"eligible_count":122,"excluded_count":18,"feature_sha256":"d09fc0cae8f8f86c07d3154ab8ff168538c63547a981ae8efcd1ab30d32d8906","formula_version":"titan-u-contract-v1","latency_ms":32.06929099999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438220785037886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_74","prompt_sha256":"e9d99f6c9bebf1a208a9464851515702e87533f5be6270b7f79be49012e5fe1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1044351497485037},"components":{"alpha":1.0,"bonus":1.1044351497485037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1044351497485037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7623,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7e7309f373576603602d9126696abaab626f38efb0a27ade923f5deca4b26c1","formula_version":"titan-u-contract-v1","latency_ms":26.97045799999387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0711018164151702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_75","prompt_sha256":"06b39ffcd662b2ae8d3e3b3065bfc8d91df2d7bf5447eb3bb62749616b3d58a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1036487814574434},"components":{"alpha":1.0,"bonus":1.1036487814574434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1036487814574434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7649,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0a97ee2f770d5d9411278b6669b34dc5de7dc235468d762cbea743b5405f1fd","formula_version":"titan-u-contract-v1","latency_ms":30.27958399999875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.07031544812411,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_76","prompt_sha256":"c048f8b91e694b3bb90fb30364883c9befe557a18a0c3b33e36687b2fac4b27b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0962671927101073},"components":{"alpha":1.0,"bonus":1.0962671927101073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0962671927101073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7268,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a062ff9ad471661ba60ff1b550b75ef4df96db0cd4e870c67993e30c7f89afc","formula_version":"titan-u-contract-v1","latency_ms":33.965249999994285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0629338593767739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_77","prompt_sha256":"2547ffc45e0d8cd4a342b4dea477253e6490b80c4f50e05a7e92f66a741b383b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075528939638539},"components":{"alpha":1.0,"bonus":1.075528939638539,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075528939638539,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6089,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc1e911e4f46eb1d78dd21f425d6b3ab9b506dbafa76d27d293eeaf20d5c6eab","formula_version":"titan-u-contract-v1","latency_ms":26.089458000001287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421956063052056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_78","prompt_sha256":"39bf4dfd4234e3deb3e7b781d9fdda49d895257c790c4a645177b4affa5a8efa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727607491887463},"components":{"alpha":1.0,"bonus":1.0727607491887463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727607491887463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5841,"eligible_count":122,"excluded_count":18,"feature_sha256":"857384e4498f0910c7d46c7f17c6e080d91c437f27a61c994580c0bb13530a02","formula_version":"titan-u-contract-v1","latency_ms":34.837125000009905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394274158554129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_79","prompt_sha256":"7f783c9ac685a897244ed533ef3e8d20fcd87ffce6925e185a4fb3699d9a7a96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649399044077557},"components":{"alpha":1.0,"bonus":1.0649399044077557,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649399044077557,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"534dce6a1b668654bbc114868c68c06a215ef9000d0fcb544a06339fb5847208","formula_version":"titan-u-contract-v1","latency_ms":24.467708000003086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316065710744222,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_80","prompt_sha256":"0fede3003d776718803b07e14a57ef688e041f9e9e7a5291ed0405fa2479f929","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067959268886225},"components":{"alpha":1.0,"bonus":1.067959268886225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067959268886225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5367,"eligible_count":122,"excluded_count":18,"feature_sha256":"1907c7c9b7bbf06b71be9a8b62d99faa24c346639cfbd4a33d34a9de0f5dab39","formula_version":"titan-u-contract-v1","latency_ms":31.293540999996594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346259355528915,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_81","prompt_sha256":"0105f2cce502878b52a768d4ec8b1bb32cc7a02d857323f5314d70be776baa91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808301352432765},"components":{"alpha":1.0,"bonus":1.0808301352432765,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808301352432765,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6453,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4426dabe5d9e76b677f6785762a9a966a643aaa6b66cd677105225d2e1c70eb","formula_version":"titan-u-contract-v1","latency_ms":25.42679200000464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047496801909943,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_82","prompt_sha256":"6a6d7706bb130dac76caff43c87cbaabd305e617aaf85e62f82e164dd5147f1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764403468434747},"components":{"alpha":1.0,"bonus":1.0764403468434747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764403468434747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6129,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbafed00d7a0ce182911faf4ada1416132ad55ac56112b4587b1d166fe411571","formula_version":"titan-u-contract-v1","latency_ms":24.27370800000972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0431070135101412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_83","prompt_sha256":"44974bad03efe3024e8facc2f39b8aeaa3368bf8a60be3757e55333234337963","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0829414551638976},"components":{"alpha":1.0,"bonus":1.0829414551638976,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0829414551638976,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6573,"eligible_count":122,"excluded_count":18,"feature_sha256":"f360802185b6965e1ef011a05cc6c7365b303312071e3fb7cf235cf295e7b519","formula_version":"titan-u-contract-v1","latency_ms":26.89599999999359,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0496081218305642,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_84","prompt_sha256":"996a93613efd0cd1670223ceddd30b08b1400dd892280cdc58427d9688caa550","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073033990753555},"components":{"alpha":1.0,"bonus":1.073033990753555,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073033990753555,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5868,"eligible_count":122,"excluded_count":18,"feature_sha256":"da28a916510c240eae85fbf5674296067a9b53ce2ba4c7ba39f6cac79497cca0","formula_version":"titan-u-contract-v1","latency_ms":29.717417000000523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397006574202217,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_86","prompt_sha256":"ccaebb1094ee8ae2c066b2f6fd02ea770974618ea403094d66ee1af6ed7fe48c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069621662084309},"components":{"alpha":1.0,"bonus":1.069621662084309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069621662084309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5571,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf8302d2d3f90d50c42b3a102362ba1edf382805fc4dd1320b18395d027ad289","formula_version":"titan-u-contract-v1","latency_ms":31.060832999997956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362883287509757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_87","prompt_sha256":"db58b64503861074f08938bc24206054b032925830fb485be7340eca1f6c34cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804659042804174},"components":{"alpha":1.0,"bonus":1.0804659042804174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804659042804174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6416,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed238262ab668091cbf3fac7c020c8e0f7c7d86a9c5168b0a33e2fe857454d05","formula_version":"titan-u-contract-v1","latency_ms":74.31929199999843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047132570947084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_88","prompt_sha256":"7a00a8ba8de94fbdcc813cdb65133fd54749b66d425ba14b04a1c7d2baac86f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06676380132272},"components":{"alpha":1.0,"bonus":1.06676380132272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06676380132272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5220,"eligible_count":122,"excluded_count":18,"feature_sha256":"43d1ca1ab01df972aaa25f725342c9810ef1777a6c00d3c9041458bdebff100d","formula_version":"titan-u-contract-v1","latency_ms":31.76000000000556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334304679893866,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_89","prompt_sha256":"fe288717fee191a593d8e1b27275ae5ee7351e21aec3c11e47f428b6aa1931ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664100151032434},"components":{"alpha":1.0,"bonus":1.0664100151032434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664100151032434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5162,"eligible_count":122,"excluded_count":18,"feature_sha256":"61fa27a1ee36f5bc7f33737a5d8dbe5272be3e2dfa4c93612fcaa61cc168fa9c","formula_version":"titan-u-contract-v1","latency_ms":34.69920899999579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03307668176991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_91","prompt_sha256":"830ac7f108e053bc0b99493323fd361f09fcdfc33cd240f9091f00d21c2cc8b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699854883653799},"components":{"alpha":1.0,"bonus":1.0699854883653799,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699854883653799,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5588,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac95d8ad34a90c500f7eb916abb3816e818d2c4a6ce074e908602675e12ed8be","formula_version":"titan-u-contract-v1","latency_ms":33.69408300000032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366521550320464,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_92","prompt_sha256":"0b33acb49b2ed87ccecdc45ffda09f9ec90efba1ce3d781aac08a83eb7f768cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067235461952983},"components":{"alpha":1.0,"bonus":1.067235461952983,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067235461952983,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5275,"eligible_count":122,"excluded_count":18,"feature_sha256":"b174caebcce4690a5aed52d98ffa10d13e006ee7447a70390f3150c2bab54ce9","formula_version":"titan-u-contract-v1","latency_ms":28.52449999998896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339021286196495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_93","prompt_sha256":"571bae1520c2ea5b64b5f9a90e2cb671cfff0dddfd086f79d0700403d80b6bcc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0858284891328374},"components":{"alpha":1.0,"bonus":1.0858284891328374,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0858284891328374,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6730,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fa2c00b08ff5f77de09d909b1372c08767cb79d806ade445e7d2c5dab92e82f","formula_version":"titan-u-contract-v1","latency_ms":26.7375839999886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.052495155799504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_94","prompt_sha256":"18128b3166b5e9ae6a555f5ff85580af81036d26df9ee9dc30411c9f3a1a048d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068914493920117},"components":{"alpha":1.0,"bonus":1.068914493920117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068914493920117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5482,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f0ae9a744f60d4cabdf87f6f6b5426f3943fc792d451551108cf441f53d694d","formula_version":"titan-u-contract-v1","latency_ms":23.858125000003838,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355811605867835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_95","prompt_sha256":"a3f7878b6eabc391dfe125beb3bdc484114f7e626a8c15d2d595a798c27a9fa2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066932650756363},"components":{"alpha":1.0,"bonus":1.066932650756363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066932650756363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5259,"eligible_count":122,"excluded_count":18,"feature_sha256":"596dcfa367b828e7c45f9c7dfa609ed0229267f1ea851344abefbe82e41fdf3e","formula_version":"titan-u-contract-v1","latency_ms":25.886290999991957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335993174230296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_96","prompt_sha256":"f923988e2076dd8a198ea59d1a99fd4db291b720a0600ef600ebf981f4b50d97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669326507563632},"components":{"alpha":1.0,"bonus":1.0669326507563632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669326507563632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5237,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6797ad720bf055033e53c36e56009571f75424c2b0f48178e8f6660a76030e7","formula_version":"titan-u-contract-v1","latency_ms":26.754959000001577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335993174230298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_97","prompt_sha256":"d5741fe25d2409b207e78c55ec6c56b0a5c1662118cf03dd82812bd7cbf92af9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915805},"components":{"alpha":1.0,"bonus":1.0652043377915805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"db55f3fef87ba37bd7181c6d0b27544856a302bcff6f2f86e35a214ef4bd0320","formula_version":"titan-u-contract-v1","latency_ms":24.517833999993854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031871004458247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_commonsense_98","prompt_sha256":"876d1777ad07ee20c1e1eb8bc2c8cdab99d82309168f096d8705d98b2d9747bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"437c01e183e924cd831d58f4a090c55152a27cf7b8779c5b61c535b1bc182cf1","formula_version":"titan-u-contract-v1","latency_ms":23.531125000005204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_11","prompt_sha256":"10502f9ecc78f3bd2663d5da4e182bce4fe4ce8d37bfae8e4c1cb30fcae9694b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641431742545266},"components":{"alpha":1.0,"bonus":1.0641431742545266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641431742545266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf5ee4df2af918f85f65203eb1a3b003acc8eea08d94d873dced681433ef1b38","formula_version":"titan-u-contract-v1","latency_ms":21.709958000002416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308098409211932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_19","prompt_sha256":"a3550bcc484568f86bc1e1438721ff2e006aa4d2ec47f3fcae6bcc9fa645d7a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889834},"components":{"alpha":1.0,"bonus":1.0640981546889834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5a9b8fd1b1beb62228b7f458f39103f5da73cea8c82f140c85ab9a2ebcbd5df","formula_version":"titan-u-contract-v1","latency_ms":25.921957999997858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03076482135565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_24","prompt_sha256":"b8bc6b274bc0714da929eb4485ca3dddf8f6e0dec2c65547ab4cfe2231e262ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250377},"components":{"alpha":1.0,"bonus":1.0642009326250377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"179c707bb4b4e908abc60a2bda6a7e0d02c5936acfdb0bebd2263367a542eeb8","formula_version":"titan-u-contract-v1","latency_ms":26.122041999997236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_25","prompt_sha256":"c6fb76d6100d88651efb0b5d64f00d38b8a7445c89934fcbd505eb20a73ffd57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"99fd65103877e5f9877664b7d1a29ab1d6d64f054ae46c750e3758103c149b5d","formula_version":"titan-u-contract-v1","latency_ms":30.926582999995844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_27","prompt_sha256":"1a8a4bb541c590b03f8a34eb69877df7fb3379901bd25f016990e4f7f9dee549","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"370c9cbb9bc0ce28efa8bda79b80d18bc71dedc48b5ae647c3f96b09fe565d4d","formula_version":"titan-u-contract-v1","latency_ms":28.712542000008057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_34","prompt_sha256":"bbced5d6355b87cb9dc49090cfcfc86dc5de29067ac688caf1c1e3f1a4ff101b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4727,"eligible_count":122,"excluded_count":18,"feature_sha256":"54def286d46922edf842732cb5c4ad35e01a31d3ed8a5b4c37c1f4c2908e92a4","formula_version":"titan-u-contract-v1","latency_ms":32.27270800000781,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_36","prompt_sha256":"0e9a8193fd04424f63c53184b2d9094a88df23ca28d7294c41dae88f153ef3bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328994},"components":{"alpha":1.0,"bonus":1.0642126821328994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"348cba598d68f23e46d0583311408d849cee428ef7cbfdbf8e661d01369413df","formula_version":"titan-u-contract-v1","latency_ms":24.822917000008715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030879348799566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_38","prompt_sha256":"204534af6f56855989a0109a369dabfbcd8452e53b835912250b1e43ec8cbff0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861754},"components":{"alpha":1.0,"bonus":1.0640042329861754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e517dc2b707434632b1d00670c5c7a9a7f640cf216f6d16cede19b180f9de1e","formula_version":"titan-u-contract-v1","latency_ms":31.294916000007333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030670899652842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_40","prompt_sha256":"8c8d7688c28b0c8d0d2b67cf1a9984c558a71e54a1bb068dd79020181bb0fd46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442867},"components":{"alpha":1.0,"bonus":1.0640723806442867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"99ded2511c7696c8c3cd3e237954712155f0568c9939a0d5c6a6f938f0bc33e8","formula_version":"titan-u-contract-v1","latency_ms":27.67820799999754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_54","prompt_sha256":"1172508c3ee0a82680c53fb1b568c3048c8c67280e3c5444631738b58c3a2211","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442864},"components":{"alpha":1.0,"bonus":1.0640723806442864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f2036448371f7f6ba789c71ba00d6a7e9c4a73e1f15775858cc60f4f73e0077","formula_version":"titan-u-contract-v1","latency_ms":26.43429200000469,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030739047310953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_65","prompt_sha256":"8ec5fcca0b87df3ed2890b68fe7cbcec4229322c7b5e27fcad7edcce27d26ef5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477244},"components":{"alpha":1.0,"bonus":1.064128050477244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa416ff12331efadc712b3f81c6933689aa7cf8a2422227ee8fb4c33220bfa8d","formula_version":"titan-u-contract-v1","latency_ms":30.53487500000074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_17","prompt_sha256":"318273083cbabdf374db4d2fb8057044cb9ce653bce290ac6f686438b61ceab3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"297e0fc4f6ae5d99efb48d762cdbf1533f4166317777c8ac726509b814277fb4","formula_version":"titan-u-contract-v1","latency_ms":26.768208999996546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_33","prompt_sha256":"6e4f4a14678978d0b2668cfc095821f79c422c19a6fd7dcea11b92a0d8ea9c7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"88d683c1f27ee9a65fc4f6208c29ce219905061beead96506973c217dd5a0ef9","formula_version":"titan-u-contract-v1","latency_ms":22.83962500000314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_52","prompt_sha256":"19155d35f5caf3b4222e33c7048c4c99462a3b165cc56ad207bc9c9c9aa795b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d668270ca1c576c7a67d519bb9c885eb5e11e75f5c19014f32b27c4a42e52fd","formula_version":"titan-u-contract-v1","latency_ms":27.980333000002133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_20","prompt_sha256":"32b4e23f42b00a76d056815e7ab15ca2f82de0db37e8b80f4459f9af14d20b58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644790429184128},"components":{"alpha":1.0,"bonus":1.0644790429184128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644790429184128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"012a79d58b34632a9acaec83074a10d8367da3f0bba5edad5edffa1a4b923500","formula_version":"titan-u-contract-v1","latency_ms":23.389041000001498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311457095850793,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_51","prompt_sha256":"bfe3a10e8e9b9d9ed543a575f61f41aeca11ebce7c7cb21363b536216b5fcc2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641431742545266},"components":{"alpha":1.0,"bonus":1.0641431742545266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641431742545266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfca4811b2f899016b7c510fa07417c9e930490cf739f2f78c29d8c169f82b96","formula_version":"titan-u-contract-v1","latency_ms":24.79879199999857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308098409211932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_7","prompt_sha256":"2c73cf7fc257a5baef6aa5a33ac82d5b727aebc154fcc020812bbb766e9264e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"08d2c30f0df11a32f2d195fd15fe9bb232494172de53412633cb30adefdf3b8a","formula_version":"titan-u-contract-v1","latency_ms":23.912334000002033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_61","prompt_sha256":"7abc3d1b5b7848ad51cb38c87a242e51614a7fd1d84811b916240e4714d39fd9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"96afca22632386e7eef17c6efc382434e3bc76ade606a2195ac28c479d517e76","formula_version":"titan-u-contract-v1","latency_ms":28.722874999999704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_62","prompt_sha256":"642b8e97ce4036d414eae3216bb307b1bc5b70d577f0bf35a20e432c3c8bb7cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbd16fe38bcd81f1e6ff966aedd59481be7e28fdd42faf3d859230f743e8a6bf","formula_version":"titan-u-contract-v1","latency_ms":24.282958000000576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_37","prompt_sha256":"4bccd3c3af0fa0395e4fe27fc9f73688e89429824a2d1e391bfc7baa63a4b7d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537425},"components":{"alpha":1.0,"bonus":1.0641130439537425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf0a11c05c11f32567e1cb16acece636c8eae5916e0693407a020e439a51eaca","formula_version":"titan-u-contract-v1","latency_ms":24.451874999996903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030779710620409,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_6","prompt_sha256":"5c8258bcbb112020b270115b53ee711578e0b42a0218f83da6ac21bcc7a41e19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ee6d0d8ced35a0114c96774cd90a515aed4cdbe3ea520d78bc7230eeb80975d","formula_version":"titan-u-contract-v1","latency_ms":23.202542000007043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_29","prompt_sha256":"3df437eeb177b308679e5629b9418b743359453eff17284fb676a814bf4e34f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8b35349a3ad2c7b28a00f45de8a2ad27b0cc7d4379bb3ce271456332a3f46f4","formula_version":"titan-u-contract-v1","latency_ms":29.357957999991413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_69","prompt_sha256":"9cf2fddfdc50f8fae0d8583b4b47bc78e63d32dd0fdf60f27e74a0fb0bb905db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"d714e9cc15cc39c766fe50c03997ad4bb2db67c50a4c9a802b04116e3aba0a36","formula_version":"titan-u-contract-v1","latency_ms":23.351999999988493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_10","prompt_sha256":"84628ce314efe792520c27c9a5d12a07dae212d32ba2ad9380628c6c47f20b83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"11002e380bfbac59a4b55110be6c5832fdf2224a8c5844ed3b2f5d58c9d47b4e","formula_version":"titan-u-contract-v1","latency_ms":23.910291999996502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_8","prompt_sha256":"524990faaa155769ca7587d89864ad960186ec3b4ee426514fde3791e0b6e0a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477245},"components":{"alpha":1.0,"bonus":1.064128050477245,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477245,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4a42e33d8579257ac8af75deb43f8d9dbd2a26f2e74f4f697d78c4d1d6e11fd","formula_version":"titan-u-contract-v1","latency_ms":24.873417000009113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439116,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_9","prompt_sha256":"a264e7e63d3ca5f8f603f7afaa331ea5dad4e0f64b546f8098e370f7db3a89b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f7b4d39624f8a22816730d46524b9b3e813151d938747dbd767a02f20e512a2","formula_version":"titan-u-contract-v1","latency_ms":23.975832999994395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_5","prompt_sha256":"85a7f1d8b6bbd64480644ac1bf759d04cac4620078738f3d24cc3546a32a948b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365943},"components":{"alpha":1.0,"bonus":1.0641776314365943,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365943,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7e41af6082570211e3e478f32fb23876dd4e4115a8c5c1f2e154a998ac82e5c","formula_version":"titan-u-contract-v1","latency_ms":24.474916999992047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_12","prompt_sha256":"3e53f4911a7883f68f5adccec2ac34dc8654e80a05718e0202c3c5fd64abdb78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"39a7155931a849d35894e2e05d76835d67ace0daabb45caa8ee79b878d07341e","formula_version":"titan-u-contract-v1","latency_ms":27.042167000004724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_13","prompt_sha256":"92009a67ec6c1acc57c79ed74623734715abd9449b3bac8c7f285ea26e8a0cba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06406144456629},"components":{"alpha":1.0,"bonus":1.06406144456629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06406144456629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb303f7d80207bab15b03bac5ec7a57ebff39a3c009c036e149735c954414151","formula_version":"titan-u-contract-v1","latency_ms":22.94245799998862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_23","prompt_sha256":"d3bc380a39917f48a12057e89e93ef614aa001bfc1c44456a7b6f0a72606dadd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083129},"components":{"alpha":1.0,"bonus":1.0644010970083129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4802,"eligible_count":122,"excluded_count":18,"feature_sha256":"22076e4390c316550142b56d805360efac447dc195958bcd255fbb0792ceb665","formula_version":"titan-u-contract-v1","latency_ms":22.661624999997798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_26","prompt_sha256":"bc6817e663d8ed8b70047bb44e77e9adda19489f13356be1ac6b1d17224b5419","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064461516595363},"components":{"alpha":1.0,"bonus":1.064461516595363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064461516595363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4816,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b98ff58062cb82a61f690a61d43d2ddeeec9b82abad171f91653d7188efafd7","formula_version":"titan-u-contract-v1","latency_ms":25.233583000002113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311281832620296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_28","prompt_sha256":"1e3ec9392c3621ae8107275351d2fd37a388cef6c6eb9677cd2b4a43d3963c82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e5de64f26e5cfd7c23e6e9cd134c506d54977aab58e460a5f50ce74e79d6a7a","formula_version":"titan-u-contract-v1","latency_ms":25.01141599999812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_41","prompt_sha256":"b1095bccffc198cab768833a70ed0ab1b78d94a1fcd713c81f7acbb63ba17327","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208839},"components":{"alpha":1.0,"bonus":1.0642724187208839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"72676192356fc0835d75316d0e81d61551624776c5daa38da624b15bfe9cbdc3","formula_version":"titan-u-contract-v1","latency_ms":24.763249999992354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_44","prompt_sha256":"d9d3561a7f2e540229b5ca775db9f55c883c5fe265c9042f0da54739443d9dd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179368},"components":{"alpha":1.0,"bonus":1.0641393823179368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"e805dce58e10cd31cc07875d4578b1783872233613b7f7eb661a5acc792f981c","formula_version":"titan-u-contract-v1","latency_ms":23.01450000000216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_50","prompt_sha256":"053f606505d9d6b8a96f29c6ac3246c74a454edab6abc58df2576f8e3398ef21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644182133036337},"components":{"alpha":1.0,"bonus":1.0644182133036337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644182133036337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"6739ad3d3e074f238fd0720118e7c7bc4ce0861f0a13ec13a3cdbaf4de0ef2c2","formula_version":"titan-u-contract-v1","latency_ms":25.723624999997696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310848799703003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_53","prompt_sha256":"f2795e90468b79bd9960f57e5c472294c5bef95899c29051ac03a97866b43d28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375116},"components":{"alpha":1.0,"bonus":1.0642603395375116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"37ac7eb1f3c91831df586df4224985b058226803d42eaaa5bd841cfa2738e195","formula_version":"titan-u-contract-v1","latency_ms":28.44045800000572,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_55","prompt_sha256":"2f7c16c5b65c80c35a0b12d0874d040d33461272a5426f6aab90da4225511bcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a724726394d865c4a547ea15a04953d2f337db508673365252fc8915bdd5e23","formula_version":"titan-u-contract-v1","latency_ms":24.1158329999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_57","prompt_sha256":"334b86ac5aaa87c3d327d6e55a80fa3d1a5c8190e0a6b729714448707e7c9f3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649913291900548},"components":{"alpha":1.0,"bonus":1.0649913291900548,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649913291900548,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"850672c1dbe8224a5414b4710d69ffd5a96b22b09f5b611c9ed6f4429954b4dc","formula_version":"titan-u-contract-v1","latency_ms":35.48041699998805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316579958567214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_58","prompt_sha256":"c1c275d2ea9af08a438ff2ff143783d2928b161bad1a5583ba7b3877c1bb7b70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f34f76632dacdcd8c32f764c0837abf65238d1f18da3cde00c59c34eb15cdfd","formula_version":"titan-u-contract-v1","latency_ms":40.20541699999569,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_64","prompt_sha256":"a848b170bd13ce1331092ce774a6167298a621b76f66e5af2687413074cb846f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"c65cf88542e50f22d0cbf6ab8bb5ab55e757d4c7feae522be1e38113a5de436f","formula_version":"titan-u-contract-v1","latency_ms":38.37579199999652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_66","prompt_sha256":"eb57f13d001a68c379d43f0c3ec8a53c2d00d229304f65dd45a6f65ad363d12a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f1fb2cbab790bd3973920215d4bbb890d1355f7266321228cbab476c3a3ac31","formula_version":"titan-u-contract-v1","latency_ms":28.417042000000947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_3","prompt_sha256":"6081dff64fd1cceef7f17fc6f2bc8a15b6e373299fc1b9fa0b212e4c5c6e5bf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"307cd6e499801f8cb78c3529b12346c2e4a8d38f307c7278f527ab6181d40aa3","formula_version":"titan-u-contract-v1","latency_ms":32.48837499999979,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_21","prompt_sha256":"d0244d290ec0c730a9cdc79c6a73e6462f2a7a7087c78608d86eb7fbc237e37a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"61c2a663a5613d22d7685962546403a3b14483d7f723b4615f0f94401a324a7b","formula_version":"titan-u-contract-v1","latency_ms":37.99016600000016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_46","prompt_sha256":"d9841165501688d0950f426e30f0b3cc1548f3db1c00ba56e54c5c25ac2a7c37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064014817213557},"components":{"alpha":1.0,"bonus":1.064014817213557,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064014817213557,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"a90e5e1e12528cea5bff5f3981a1f31b94ab83969f3fa6161bada62651b534e1","formula_version":"titan-u-contract-v1","latency_ms":29.17283300000406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_30","prompt_sha256":"88855c799fb58f9ec5350e9a904d8cf35bb96fe94c36edffd9a4f5d71152b537","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456386},"components":{"alpha":1.0,"bonus":1.0640469657456386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"9621921b48841511d53c103bb8ce452058200ca680cc21ac6cca9eaacd8704bd","formula_version":"titan-u-contract-v1","latency_ms":27.40195799999867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307136324123052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_59","prompt_sha256":"71aa6b54a6fcadb85f2db943f6ec3c88e35c03c2cbae38e0557d526c0d7bbedf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"80d97b3ce48806542bbc2597fc85dccebd3924e49058ab1a40ca128f43ba32f7","formula_version":"titan-u-contract-v1","latency_ms":30.687583000002405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_1","prompt_sha256":"6d9e49916c4449d141c82f6d9a5452e2645726f753811de1f3d1eb9d089d91de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649834},"components":{"alpha":1.0,"bonus":1.0642363789649834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1b21a6f1c367434d6838c464cda9761deb184fb9026bfb1f5064e3827bd95c1","formula_version":"titan-u-contract-v1","latency_ms":26.24391700000217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03090304563165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_42","prompt_sha256":"646db6e8ee31b4a26129189f97afa43711a1431387695387c71eb9d71009db6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250377},"components":{"alpha":1.0,"bonus":1.0642009326250377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"07c99c48327ccd3ed61b1d35cc3a2698bf903546a25b9f544e4eb7c5d492c0cb","formula_version":"titan-u-contract-v1","latency_ms":22.54366699999366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_35","prompt_sha256":"5333aaa3764409afc7caf4935780cce1104b1819a778a8c838a5a4c5ec15fb55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191658},"components":{"alpha":1.0,"bonus":1.0641469735191658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"3763daf74efcb9127501f6a5bc46ed32da5681627f2a103daaee8aa5579a949b","formula_version":"titan-u-contract-v1","latency_ms":24.597958000001086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_49","prompt_sha256":"5a6aa244adcb6089d3482b548126c02329719c5ef15f69ea0c6284d299dc897e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250377},"components":{"alpha":1.0,"bonus":1.0642009326250377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"4190c72efb91f5b05f34fdc05733ff3d247e050d85d1e24ceca931e904ea8c9f","formula_version":"titan-u-contract-v1","latency_ms":27.31124999999679,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_45","prompt_sha256":"e72d4c17a70f3068365e7393173792899588bb496de10f01d3b0a877cb13b14b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"15b1df193b5f8c4a73bf0eed389d9f2d09f875c47312967afc2fe9a92f1b9757","formula_version":"titan-u-contract-v1","latency_ms":24.73779199999626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_22","prompt_sha256":"68768677eee4766e15f7d50a2794072b655435d703646a12220a39c465367cbe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0b869fc1051ca1c4b60a26c95dc12a2f479c4a6982442ff836af416e7a75e12","formula_version":"titan-u-contract-v1","latency_ms":27.792292000000884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_15","prompt_sha256":"6e8a017937586fddcba030e951f769062e09058be107c9d8ccf99d84906d016a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b1f70960bfaef82dde36e71a64e3cf218ad898b2a61830cfe9badabf1fc6384","formula_version":"titan-u-contract-v1","latency_ms":25.765082999996025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_48","prompt_sha256":"adc8197bf63989e209ddcc17770e2e157beca219b37c00cc29fa7e2197384f2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"98790698336ca93476de9536d7de75e7433d4c983957d888e2fb744789695197","formula_version":"titan-u-contract-v1","latency_ms":24.83008299999767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_4","prompt_sha256":"1c3f94745b7c11e4b7c7044e5245afe6112145b586378d0d797886565d6ee661","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172516},"components":{"alpha":1.0,"bonus":1.0640254674172516,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172516,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"f238ef23aeddc8aa7491e1e20a8c01bb0eb61e4bdc36f16f6953489c55100fc1","formula_version":"titan-u-contract-v1","latency_ms":24.381666000010682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_68","prompt_sha256":"88e23e8e4ad2fd9f55132216571839efdc0140195721eb9ae241793f4254d2cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06406144456629},"components":{"alpha":1.0,"bonus":1.06406144456629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06406144456629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"05d9505754e1031a49f2637f8618fa0775a0e699053617ab97d454e4f80c4f97","formula_version":"titan-u-contract-v1","latency_ms":24.568250000001512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_47","prompt_sha256":"862db292703edd86d1fad33398cb075df216e832bb0e693ddfadc3c723385254","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641814966501248},"components":{"alpha":1.0,"bonus":1.0641814966501248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641814966501248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"edffdc7a424d97ac6694670b3531a5d5237a12d2e3fa599f26a3ff42c8438548","formula_version":"titan-u-contract-v1","latency_ms":23.55783299999814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_deontology_14","prompt_sha256":"6eda638efa7df54a59c848cdaa292e29be46a02ea197584ca533fb5fd4552254","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"194229e95736479e73fd96cb9201aeda62f7d1a41e12a3ea9d39415c41e7132c","formula_version":"titan-u-contract-v1","latency_ms":25.179625000006922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_5","prompt_sha256":"e75992ca432b01bbfe54a6b3d34729677397b7a1026316866eecf02369803692","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea5fa767792d23fe00f2d4bdae7ba872235ed9a6ebdf812b3c80a1b2fe242689","formula_version":"titan-u-contract-v1","latency_ms":24.52654100000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_8","prompt_sha256":"c275aba82c3c289b2b7c0f76df44dcdd247d7056d32ba1f2ae611206efac9492","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"81e6171f48d3dac8393f7f586704bea4e479eda3d67a23d316ed0bc136afb253","formula_version":"titan-u-contract-v1","latency_ms":23.445166000001905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_12","prompt_sha256":"e8ec803ff7a8dc99aa239ac777f40cdf8fc0f521f43b742171793fce5505149b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0bfb6b4db4cb9b7acaf91d7ed59d1faf05f3e106359f685f088840aec555c98","formula_version":"titan-u-contract-v1","latency_ms":24.80774999999369,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_30","prompt_sha256":"42885a54bed8ffc1e7f4b0e4148838f28c350991e88ce71e995ce2c847f4bb0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c4e2767f2c2acf78467f5ae69a9c1b54ce22e4b4f50c4f660afb0c8c83d74c5","formula_version":"titan-u-contract-v1","latency_ms":23.597542000004523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_34","prompt_sha256":"cffcc84aa42531ed4934a29583950184a2d47721dc3e44d88916a1b60bef944b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797074},"components":{"alpha":1.0,"bonus":1.0639152669797074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf3f8909a085fca6886b758b33fbb0300744778cd5fb591a0e3a169baa2e0e34","formula_version":"titan-u-contract-v1","latency_ms":23.947292000002562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_46","prompt_sha256":"72460898244e3abec176265476edb3cb9185bedd3548d54fd54d55b3c6045eec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"519d327c7c8bd636a2d17fb18222059808d1e11e0653034e28b27c0a5fd711e9","formula_version":"titan-u-contract-v1","latency_ms":29.425916999997526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_57","prompt_sha256":"3c7b699df605cd94f085b15eed6d4532260554b6479d0a16598515819adb83f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767944},"components":{"alpha":1.0,"bonus":1.0637173944767944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7230a9d870f253a64bf12845ce4550e3328ed40f0e88de8a7631987082445f3","formula_version":"titan-u-contract-v1","latency_ms":24.935083000002578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030384061143461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_94","prompt_sha256":"b962ac41418f1b26ce209a6ba664642ac4c60410b25c566f824def8f9e032383","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"03f1c041fca70fcacf0b18be742b965625d650a32b6722137366cc558195fff8","formula_version":"titan-u-contract-v1","latency_ms":31.980457999992495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_25","prompt_sha256":"5372a218e03c69fc26a93c5fbf92766205e7d103b07c9ee171f013a27bf4e8be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c050a4748b1764d1b5993445e950b43458eff0e817cb7d8e1f1a0a453d4b68c","formula_version":"titan-u-contract-v1","latency_ms":31.28616700000464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_82","prompt_sha256":"4bc8c3dfd33add581e1b6ada85011ce0e6875064d4af9c81bde96813f79abf2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493298},"components":{"alpha":1.0,"bonus":1.0637581117493298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"a13ec97c68ff4b09ca2a2be83ae7dab1b69fb580bb2c210649e792a605595984","formula_version":"titan-u-contract-v1","latency_ms":34.43245900000136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_53","prompt_sha256":"7aca3a38a5c08e0db338d6faeaa6cc8824fdce7320a8f37a369bf21c050c222a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2dc94052439737ac794428bb963f12a28859a93d94e6ef34b85d8dca0062780","formula_version":"titan-u-contract-v1","latency_ms":140.4452080000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_98","prompt_sha256":"88e9f9516844f91ea568450bc7e2625e4fc644d34bc3ecb151315f68b581c7f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"10c3e37f1485c8278dc4e375a1779c1b46d10ba62fff20121b8c645b0f34b8a5","formula_version":"titan-u-contract-v1","latency_ms":49.26295799999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_9","prompt_sha256":"2fad836cad4d3e2395913748765b6927516bc7ff85fdda6cbb903094fd50bffc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bc6ed0a2b862cbcb8787e6eccc25d21ae92b3a6c37e5f647dcb9d3765de1789","formula_version":"titan-u-contract-v1","latency_ms":72.32887499999663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_48","prompt_sha256":"486cc83c163e2c9fbfe81bf644800416d43e9c6820d99fb56369d7cd8a1c1b63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639937147370748},"components":{"alpha":1.0,"bonus":1.0639937147370748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639937147370748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3cd32f3bfc884a16c86c7d5c5e313f7725b49ae7bb694634230ce4d81708f13","formula_version":"titan-u-contract-v1","latency_ms":29.8008750000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_35","prompt_sha256":"5b784f7cafc783be051761e3e8b17dd66b59c90ead21cb1ddd9e2e940939acc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530843},"components":{"alpha":1.0,"bonus":1.0637670239530843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"590951624054435bccba1da257a3ff2c7cd1899ee1e92b039db4c5bbe7a2fec7","formula_version":"titan-u-contract-v1","latency_ms":32.20712499999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197509,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_87","prompt_sha256":"97e24f8395d0ffb72c92d0539547a8188478a97b0f660ab2c9c85adfdf899ad4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"23b9ed9d798b84512cf8d7d9c7755435195d615b395f60a7f821d5d657e2601a","formula_version":"titan-u-contract-v1","latency_ms":38.39983299999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_19","prompt_sha256":"b2b89f581f329cf9cc51e73811e816ba13a090f9891fe1d31ba9e6f5fcca414b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281294},"components":{"alpha":1.0,"bonus":1.0638250010281294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f61213c28ba2c64815f27f280e2e9639db4ed2bc27a1413af6d484b0afe05e8","formula_version":"titan-u-contract-v1","latency_ms":27.024041000004217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_20","prompt_sha256":"5de50bece3f15cab2f2ce152e13fae1b711fa32a3cbb2367aa6f1be4bda702a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797074},"components":{"alpha":1.0,"bonus":1.0639152669797074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"8800d73c58f1b51eda706e4f2d0f86368ef3bd7eef676ad80db1fb49dabd8147","formula_version":"titan-u-contract-v1","latency_ms":27.73341699999321,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_40","prompt_sha256":"4eeead582648e6faa6b735085e3461ae03bb4f19eb74098638cb38d9d21f7242","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"aaca01f786144b0ebdd2b15ce8f9d3a840e5c71072fe5d2c45992838bf63b9b8","formula_version":"titan-u-contract-v1","latency_ms":24.447166999991055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_7","prompt_sha256":"5f8beeaa80eefbec6efb8a894a55555917d39d6dc5ed60120841e8deecbe955a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"28a87b1f4f3a2fe5ef2c33804aec2ad88e3c31da7bbfdadb9df1222807ab669f","formula_version":"titan-u-contract-v1","latency_ms":25.123665999998934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_3","prompt_sha256":"552937ea5c530ca95bad380c42e006318916f9b7360e2600e617785370efe919","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069643},"components":{"alpha":1.0,"bonus":1.0638064064069643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b5fca138d1ff789f265a0a96986908ffaa4ca1a961edf67ab367291c83ba51a","formula_version":"titan-u-contract-v1","latency_ms":25.25170899998841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_47","prompt_sha256":"6e0904b92d7d07e477ee71c5a02000ced271cd679273a066d7e2f4ca2f4b2982","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"07acb2303561bb6ce7f19423ed409b7364d1385ecd569a24015596ee834c786c","formula_version":"titan-u-contract-v1","latency_ms":25.73720800000956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_58","prompt_sha256":"dc994b4abf1108852ada89bbad9524c386e405994ff5e628345cbb6385db9df7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"f66528aacbaa67425a5d80a8833b5ff4f8bdce3d1d6ab659e17a295c3b7f09a6","formula_version":"titan-u-contract-v1","latency_ms":27.995625000002633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_4","prompt_sha256":"0c0957cde43e97d12d16e947c26b9005c82192eeb9547469d60e0aac1e32b10e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b9ee63dff023f2ecc852f605e1230e2b82212d5093e440bab1d048213253f7e","formula_version":"titan-u-contract-v1","latency_ms":30.753750000002356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_37","prompt_sha256":"5ce5cff3c5e401553d47df924d200de050c58fddb30b66f44b42afaf2bd91e92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c970e64ebf2673449e5160880278548548444b1d17ccd89b15f3c053ef851f5","formula_version":"titan-u-contract-v1","latency_ms":28.21316700000409,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_11","prompt_sha256":"a9eb0c380fd3c200e4bff798cf1edf24ae4e22c5def575599ac6ead2f7772a3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0ca5a63d3b398384441864764edb3ce615ad6054f3f84d8480092951a4c080a","formula_version":"titan-u-contract-v1","latency_ms":27.5467909999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_15","prompt_sha256":"831660f017a9928a55ce672551597d5367358a5dfd93070f4c3df3ad4fbdd74d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624348},"components":{"alpha":1.0,"bonus":1.0639523015624348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"45c22a9f598441ce1807172a41d4db51cb1fbacd2d48aa828ca6f0ccdbda6674","formula_version":"titan-u-contract-v1","latency_ms":30.846584000002508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_21","prompt_sha256":"98f23fb9742520b14403a022046aae24af78462d1277ebfe0a77df0cdd6cf145","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"69cd43aaf2a7266ac2c238cdfe9d774438ecb8e271931c3209d322fa95ed30a8","formula_version":"titan-u-contract-v1","latency_ms":34.311541000008106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_52","prompt_sha256":"6e5312db81357022d33fcccd6336a97444ae26ea44d7959e1b93962e488bace8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea68d0f01e98a55605ca410f0d1786a87df801b749bc30330bd2ddd76d219d84","formula_version":"titan-u-contract-v1","latency_ms":53.89870899999494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_63","prompt_sha256":"a015da19f61e138bbb6add81b8f335b4c0dad4b5b64fb5add5afee596fa7d7fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"e203bb8579c092445d458314919333f9c2e21dd0b37d83f054da94442a997cf0","formula_version":"titan-u-contract-v1","latency_ms":31.682415999995328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_99","prompt_sha256":"20f92006d7899ee8e5ffb56309528f47a9391c827b82b9ffe0c56e4d41f0751b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f3fc0a9d2a4dcade07789ac54618a0812def19a912ce4545e951cdfcdef2130","formula_version":"titan-u-contract-v1","latency_ms":34.53791700000863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_81","prompt_sha256":"f7c8d886a6d6d04e45f75fedd0018cebc6453ed4ae1219dade596e45048e16a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975409},"components":{"alpha":1.0,"bonus":1.0639185970975409,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975409,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"26350e7eb343e9bf888c30927f367be29afc8be72efbceb399ed94b3a1644f5d","formula_version":"titan-u-contract-v1","latency_ms":25.358708999988266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_33","prompt_sha256":"9e816e35533694ea4105019b3d4f42622ef53b095cb9d6cce80b99fea1088feb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"4def51cdb8c190b7e6eaa70320c11f090c235fa8265929feb64914dd0a83c1ff","formula_version":"titan-u-contract-v1","latency_ms":24.71941700000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_31","prompt_sha256":"7ce6bcf24ea71e2dbe57ea6331d7035fa28065661fbd1f8c41c340dc78241199","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064248326284801},"components":{"alpha":1.0,"bonus":1.064248326284801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064248326284801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"162735e3a7fe96c7e31b7116271480c7f85687d7b94343977d213e5fcaac4129","formula_version":"titan-u-contract-v1","latency_ms":27.26595800000098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514676,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_59","prompt_sha256":"3f230ad26819993ed2a5c935662e126ec5ad01c2b9b5b132bfb7cd451a83ebb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0738e95a27dcd2ba6bbcae7ecc2af428a508500b43b646e0ba2cfbf8534c3da","formula_version":"titan-u-contract-v1","latency_ms":26.1658329999932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_91","prompt_sha256":"c989a24b2fa1b0cdc368561b01a96ff613e45879a4ada5c0b5c1d54ae6f2da09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e61e58309de5163ae679def0c8b0c5eb2f6a8397159b8e4f5b0f3bb4ac8aabe","formula_version":"titan-u-contract-v1","latency_ms":26.06450000000393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_42","prompt_sha256":"64e08f638edebb960aeb62d20167792e552b87ce2dc111c4a50f0aa74e29c471","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"d65789aaf9e93afd66b4c31991e27da879f016a52301d9c76c246b7d9ff28487","formula_version":"titan-u-contract-v1","latency_ms":27.097249999997075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_75","prompt_sha256":"2c2fbb542331a0cd156822245f067792b2d82fd2c2973123cc173512a0b046e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606876},"components":{"alpha":1.0,"bonus":1.0638791196606876,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606876,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7fa895164904a85bf5b964312351b72bb90a415049b6978239751e795913d44","formula_version":"titan-u-contract-v1","latency_ms":28.50804200001278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_16","prompt_sha256":"ca0a58ac9a7ec94a2a09e493fcc70eda8e93e60bfdc8023617d3615ba95f3bad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063731771289172},"components":{"alpha":1.0,"bonus":1.063731771289172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063731771289172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"be7a21ea96ebbc9b6aebc078b13bd9b204fe481689cc35e2a41db766f98fde6e","formula_version":"titan-u-contract-v1","latency_ms":37.16341700000214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_27","prompt_sha256":"6cc93cdcda7534ee71df8210e94b30d126086e0d43fcf89df1f9e16ab170f5e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601075},"components":{"alpha":1.0,"bonus":1.0637522069601075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"81223f9dbb513c746830d9d29bc9411cdd071ed54ec318f0abe6a9d776d6285f","formula_version":"titan-u-contract-v1","latency_ms":34.31316700000764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030418873626774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_97","prompt_sha256":"c5e68d34561648883c574aadedcc9524f5994fe4f15808967de1a9029092aae3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"7833042061c2851c0687387952cb6d840f9ab73e6c86b7769f43da34f7245582","formula_version":"titan-u-contract-v1","latency_ms":27.80404199999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_88","prompt_sha256":"bd0a0dc04c42074a404baccbccbb1423a7b8d601dd6cd9b34dad94890dcf2fa1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"40b844f32e92ccbefa43c981c309029af7045bf04251ffb870341b184e321b45","formula_version":"titan-u-contract-v1","latency_ms":23.313541000007376,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_13","prompt_sha256":"810ec0f86230366961badd373d002029008e81db6a353f323cc937fa42547af4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861754},"components":{"alpha":1.0,"bonus":1.0640042329861754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"04688bb34d493eb3af2be292d6e112eb0d24ce5116e2a9c35987f88369554b01","formula_version":"titan-u-contract-v1","latency_ms":23.91325000000677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030670899652842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_51","prompt_sha256":"92211b42cc02f7afe79d46c52047146a26c9a91e73acae038b581903fb754ed6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"3735181212820a5254ba3f4529e23f900f7899cda07361ff3b1bb4c16ed22326","formula_version":"titan-u-contract-v1","latency_ms":23.63550000001169,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_38","prompt_sha256":"be15e1bb775273c359db3606a4cf45e77745333be05fbd77a4a7f54680dd5fdb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"038ad4dcde60a890a050cc95dd29fe8c8a65141879690590570bb671de0b0bc1","formula_version":"titan-u-contract-v1","latency_ms":25.2869590000131,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_28","prompt_sha256":"e9fe7281ad5ed64ec505e3d51a2d385b10d3abd4a65e73376127882984428b24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640578138663328},"components":{"alpha":1.0,"bonus":1.0640578138663328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640578138663328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c100a297e2fd122b45e8479a10a81972d4054f0ff0ad77fd67df5a068a48044","formula_version":"titan-u-contract-v1","latency_ms":21.82675000000245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_10","prompt_sha256":"70b23901034df3561cd6d360dea4ab9a6ec9574a0d254f1ca721f36942866eb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a08d890cb7a17dec3481b26533b5ebc995be2e11a2e1f3f90739a2927a76ff7","formula_version":"titan-u-contract-v1","latency_ms":24.49704200000724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_justice_61","prompt_sha256":"af11fc3655c8827c0718478e3d24038198993028ffa374fb3beab6e36c935a2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"d17fd8e5d70c49848b17d38b5a5cc40fcb451840b99cd5c2046c768081a50c63","formula_version":"titan-u-contract-v1","latency_ms":29.346375000002922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_20","prompt_sha256":"6d8b54e53f228c4855d8ea1191b51dc8a89f83d8ff91883211654ac93fbfa2b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"461b0c1a76e771b0d750efb96dfe9cc2eced49d57245759711ecc35fff8fdd1e","formula_version":"titan-u-contract-v1","latency_ms":25.245667000007188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_21","prompt_sha256":"3da9c58b1c84591f31de877718dab45f66ecde03a792313fefbadc3c9ebcbd0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef9037a9b886fbb9389f17ccfce412d1dc75d7381cf4c629e68f0584b236347e","formula_version":"titan-u-contract-v1","latency_ms":24.19779199999539,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_27","prompt_sha256":"e233bbfae3c64006026736f8626323311b465ac0ad5ccb8ccb9a312de765e9d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"0690ffa5a77f05cab34b6ac23bf3fcf4a9e9d77cb7cc15ed0d97f0c3722a3de6","formula_version":"titan-u-contract-v1","latency_ms":22.651957999997308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_81","prompt_sha256":"87deef2469ce82fde6f2368220118fba67f3c31e917f993190798bd96eb8b975","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481336},"components":{"alpha":1.0,"bonus":1.0639659886481336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"1210af12a4943e6fd04f96e99f3dd3c15580768ac8f9e2b4a822b4867afab05b","formula_version":"titan-u-contract-v1","latency_ms":25.909249999997996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_72","prompt_sha256":"e862acc8edd8b1e401dd1ee94eb11d8705af144317d65f9deeaa86c897a0f13b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"c14dfc27b5bcfab94b5054b702b8acdf798e385332405b5f282946ca3773cb81","formula_version":"titan-u-contract-v1","latency_ms":23.610791999999492,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_52","prompt_sha256":"f9fe28989276a11768ef26d08cc8ec98fe23004def80d225d0a8ea5fe0faf49d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8518f2416bb748882f2f62f0ea8f5221701fb6916c0051694fa29c0fab1524b","formula_version":"titan-u-contract-v1","latency_ms":25.11266700000192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_29","prompt_sha256":"9ab5829e1ee4d9cdbdc20277688d05bd09517c4dc4dea71262b9d88a2c45e630","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"7996059d35cd903b64646d1365223bee05f275915913e1e210391f9834ca5c8a","formula_version":"titan-u-contract-v1","latency_ms":25.320958000008886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_65","prompt_sha256":"c61c1d4c16414fed41f4118aea37f26f9ee8ae300f045eac55041b0c6bfe1574","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"33898ca01b162eb14f51b9c3120b43f4f04d413a29a30677df771b1b26242400","formula_version":"titan-u-contract-v1","latency_ms":24.44108400000289,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_73","prompt_sha256":"bae0b45d781daf5a371d49a91dc0c4a2b6831312224af99ee743822cb4f846ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128795},"components":{"alpha":1.0,"bonus":1.0638312579128795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"87949b013a432589d1ae1645f218de9a1605a6bd4e397e862ed9910c1359d4f0","formula_version":"titan-u-contract-v1","latency_ms":24.507042000010415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030497924579546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_56","prompt_sha256":"f0ae8b5bb8ee3064eac57b53d3f5cce75434fbd314b3ddf22983847f35404c0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f70f6552cd99357f7e3c187b17a79f725bb499756ce217e8e995e132cc37af9","formula_version":"titan-u-contract-v1","latency_ms":23.11912500000801,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_92","prompt_sha256":"a46989d16eb8785ef7590c03b7ea66734ed14f96d6ee31baab624002234a51af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f3b11a8c7b00bd24feb819534bf7fd67df53eb9c5183beadcfc00f475667d1c","formula_version":"titan-u-contract-v1","latency_ms":23.08570799999643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_68","prompt_sha256":"dffc5e5c2a342f05b03adb1742e2713fd410a89cf0e1ebb837d114a814869769","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"67af80b3b43fb8629cdc37d9f696bcde3c77b5c960ac6f74eb4c0d6e208787e9","formula_version":"titan-u-contract-v1","latency_ms":22.047042000011174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_39","prompt_sha256":"136c7d9fb40dbc52ca009243551eb15fd8545c1680d697e9bb7717bab91b473c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"e93d42329a0d48c5b86d478a1914116bde4485d360e4798ed93dc62b386b05f2","formula_version":"titan-u-contract-v1","latency_ms":24.436124999994036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_45","prompt_sha256":"2ac23db9975292619033932ab85b9e378214b35257532e4cdf9222a32c3acc8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e7a97dfbcb9d5c88911425b05ad1454700b0973bca529da23ef5f36d00241ba","formula_version":"titan-u-contract-v1","latency_ms":23.778625000005604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_55","prompt_sha256":"f0e63ef813250f73168adedf5ea3af64e7f3aa43414778cdb01d0f163db0d8a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ba7d89a94e9273052f5d59d0e0a3851e522c63688602290af808828f89c8d14","formula_version":"titan-u-contract-v1","latency_ms":26.96287499999528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_33","prompt_sha256":"3c023458f0286964ee99c647162ba16bb1193ff4672a4f9cbe83339e52df0840","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"83a1f166f7d3355ffe63c93757c1d80831f55c82cb1c521a9d5008e36021047b","formula_version":"titan-u-contract-v1","latency_ms":24.50829200000726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_49","prompt_sha256":"8afcbe81bae8d1f33877d9edd476ea945b40103330bcb82751b390852554e1ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f31ad09b951318572d729756f4022d2306cf526c7f59266f34e02d7160ee780","formula_version":"titan-u-contract-v1","latency_ms":25.461625000005483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_46","prompt_sha256":"5b6f9a1a9119b2e416237ea226000f2592fab9e6aaa63663c69ef73d84e72c3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443117},"components":{"alpha":1.0,"bonus":1.0638597769443117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"582abbe041f1733c60ae5ca6719df10f5b6994638635637f0507135bb770ba8d","formula_version":"titan-u-contract-v1","latency_ms":26.208833000012532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_76","prompt_sha256":"dbc98761bf6326317e48484d35002ef22fbbae9c94de4c77403abd4502ac95f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"901a70dccbe70e5bd6dc478974822b485b411f3b0b0add238331e95e1a63844a","formula_version":"titan-u-contract-v1","latency_ms":22.806166999998823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_99","prompt_sha256":"cf6ed5c0b6dbbbfcb35cb5783a17b1065f273dfb9acd835efa4616f4de126779","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"301b553b261f0f2477ab77605b51c4fa6bd3b3a9c443cab3f47c5d7c0ae68eea","formula_version":"titan-u-contract-v1","latency_ms":25.873999999987518,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_90","prompt_sha256":"762500164c6826161bcfa0443df4b70efe67168c414ac17d73699c448aa8db0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265355},"components":{"alpha":1.0,"bonus":1.0638565788265355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f5a27575354450ed0cbf9d0aa97fb11c4abcb20f3214c0bcddcfa56ede845c0","formula_version":"titan-u-contract-v1","latency_ms":21.939791999997738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030523245493202,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_47","prompt_sha256":"e9f36cbb821f3a5745f4164d403ff7730582bd9b94d19caca35994610bad1686","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bf5f86c304c0dce72cb09e452533722e88ca696be0f83cf81ae3ca0558c0915","formula_version":"titan-u-contract-v1","latency_ms":24.267749999992816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_40","prompt_sha256":"cc947f7e79cb486dbfb8a06ffc59c83926f91fa14e9aaec7720998d6f081db14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"bce04fbe19af8f171a260d758e0d085259f222887349365297036fd1b525d4ee","formula_version":"titan-u-contract-v1","latency_ms":23.780000000002133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_98","prompt_sha256":"c650e1b42829ebbfbf88396c567b2954a0269f5ff884c0bd28f12d36491f37d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"a35c54f9ab6a615c19bc53318fe1588f48d1b7f9303418a3af1274d104866105","formula_version":"titan-u-contract-v1","latency_ms":25.124042000001623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_22","prompt_sha256":"15c6e96aee094af9869645cc5a33b4475da5f74ad2275d9e2bcfb9c91283328b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"816597a10580abbe5e8f7ea595a8c387ce3f3e64d35f4f7c768837521cf7913e","formula_version":"titan-u-contract-v1","latency_ms":22.327208000007204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_84","prompt_sha256":"3972fca764071cfc1cb8fbb59ce957388e0d9a615c19c5ed6eb591e8daa0dec5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5b00af66f0415e58d82d4cba10785ffd8b38b619f4cd67bb27c2cd8380bb014","formula_version":"titan-u-contract-v1","latency_ms":24.805417000010266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_13","prompt_sha256":"92a8441444f0885b5c55477a16020aec76b7ca2784cb7b3b2bc54a427f1d0d16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"048b716f5e64f2ce9c3e32fe0521bec47a0838c4359cc6cbd723773017ef2d95","formula_version":"titan-u-contract-v1","latency_ms":26.47324999999512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_23","prompt_sha256":"7d48850e81373551d0591f5517579e97a8550a48b03262d16f9f6407a72c5c2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624337},"components":{"alpha":1.0,"bonus":1.0639523015624337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fa5638bf7afc603a1b89e72cd1d9779642459812717223fd2712e97b2e5bf79","formula_version":"titan-u-contract-v1","latency_ms":26.09841700000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_5","prompt_sha256":"f205aca82330338af9706ba8fbc3de2894fd6b9babd0132563512803096c3dc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb6c73585d3f6850481d85a3b43e74f57825d327b0441e4c57ee860c3f04c80f","formula_version":"titan-u-contract-v1","latency_ms":25.099249999996687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_50","prompt_sha256":"4f8a6977fe1403f684f670a33dbd0f92682a0d5816ab329ee9d9e8a17c6171e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0c3483e196f1a488190b29bc93c617ecc826d3cf9b7aeaa7cc78d0c79d00c00","formula_version":"titan-u-contract-v1","latency_ms":30.57879200000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_11","prompt_sha256":"c357079ea7ceafb0d9e605e8bce00eaf25012a650391f5e706965061fab635a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e59fae63b81e09d6c58ae242c70bc8b3d51a9f078e6946bf0b2a4769ed24d88","formula_version":"titan-u-contract-v1","latency_ms":26.99512499999912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_78","prompt_sha256":"fb516ca184187f19d712fe9592c5e12e5eff6aef242cf294e3e654108d2ea6cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6c8370dc6fe947b631bcde33e1c9f0a69d6dfa33372c0530b28ef31b7a0ad28","formula_version":"titan-u-contract-v1","latency_ms":30.356291999993346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_70","prompt_sha256":"fff5b0e667eb8bed0f658151b4f84109aafcceccad42b8bbf8920a0988cf52fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221208},"components":{"alpha":1.0,"bonus":1.0638888900221208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"22c0a174b62d1a7252078117f181b7c9fcdc6cff2e7d912c6e90bd84335f6f9f","formula_version":"titan-u-contract-v1","latency_ms":25.69683299999781,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_82","prompt_sha256":"379cd81cdfbd09738ad60480b1f88cc68af68d1e6df1cbb60693d8a96095fef2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e54e87a4108c3eb333c08b55aaea60900c11a82e040eac0f7142d7f7fd739c7","formula_version":"titan-u-contract-v1","latency_ms":25.71187499999894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_15","prompt_sha256":"be05cbd793b5ee7feb126c2bf30cc8393456f67daf980ee01eba9a871801d1a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f763f814d1f358756f0c89adddaa6457772de24e3e8fa2bd65bff12074bc5bb","formula_version":"titan-u-contract-v1","latency_ms":24.704041999996207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_41","prompt_sha256":"7d761f5e36b6f6ff6b9a26e90dae51a599e36b185f2129aba0f679dadaeb9e56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f93f77ec3c212012eeeaf4adef9e4b4dca557b05046873a7f10d2b246ed3f38","formula_version":"titan-u-contract-v1","latency_ms":21.80225000000746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_54","prompt_sha256":"4512b71dd36321e06c514fd7174669db2b0a9f11bae0cd9853d5e7a0bd6f42fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e9711ef1dafcee53d6f9179dbffb0a9a66b72b5e64d445d965e57a13f2aec95","formula_version":"titan-u-contract-v1","latency_ms":24.61024999999495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_59","prompt_sha256":"511f179d387e5ae472504087c063d4a350a944ae3ebce0f8d94ce67c1a48761b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"73c84b15749d0478b61924777f162ab53836fcd1a58e568a07d4b5e4d8c4ec2f","formula_version":"titan-u-contract-v1","latency_ms":22.90554200000372,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_86","prompt_sha256":"45361db5d21b168a84d1a5cde2c61c9b15e0af7c94194ecc2c0125540663594a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423842},"components":{"alpha":1.0,"bonus":1.0639086287423842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e1fab9524095f1000f64084608096c474f745b5c333d89891c2b941e7ca5a85","formula_version":"titan-u-contract-v1","latency_ms":24.988375000006613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_95","prompt_sha256":"6a8721cd98cd5c41de5652235cb281ff8ebbd550fd431a31d0965273003a0d92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"63c9b4f9ff1d12a0be7a59076e4cb1d757daffd97f577d65b7ff0bf58b530eb7","formula_version":"titan-u-contract-v1","latency_ms":24.151875000001155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_57","prompt_sha256":"fa4ceca8476319e8a6b6fe105cbdf180ecb432c52f161cc4dec34d3de55323b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773096},"components":{"alpha":1.0,"bonus":1.0638470284773096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"48138f3a8cff13416eef6c0c8bf128d85b29bc9839556d9d22bcc69c20dadc3f","formula_version":"titan-u-contract-v1","latency_ms":23.708582999987016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439762,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_61","prompt_sha256":"76a3fbcc45a2b555af0d7340443615bfdb83ac53d89d8ea58c4096bc95b000e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"606b2c71b60c746d3bed792bad63215bb541eb9a2fb223e4e1a7ef20cbc197cd","formula_version":"titan-u-contract-v1","latency_ms":25.15279200000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_58","prompt_sha256":"0aaa44dff46ff407054ab625464beb31c276fbcff378c80d3dd35aabbe00966c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc05bb78f743aae1c1db6d55edcaaff45fc664ee7e91982a1aa4deffea2f6cfd","formula_version":"titan-u-contract-v1","latency_ms":26.35349999999903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_24","prompt_sha256":"dc644617a68cf7a5996fd3d5976d52eb32658c9ef4344d73d7f7630250035cfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"65bc4140855ae9a641547e194fe2a5686f4d0605e13a1ec0648336548210ab9b","formula_version":"titan-u-contract-v1","latency_ms":24.136624999997025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_35","prompt_sha256":"647248fb8c436e3edf3ecf01adc343da73a212833f1f4ef87b518b06661502b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"23e3906dbd36a2bf8248d24571508ff0e2a42da01878625a45635c707e4dfd90","formula_version":"titan-u-contract-v1","latency_ms":29.37595800000281,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_2","prompt_sha256":"a48757b174e69fb532407a70eeb2b3dec503077d969228f33bce42d3893cc050","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dbaf88e0ae67150f9a60a5a1d5d41cbf7cc57f8ec205654083d9a46297b1740","formula_version":"titan-u-contract-v1","latency_ms":32.071457999990116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_43","prompt_sha256":"c0157136f11a8b9e0675375f3551e16ab5f7e40bd4e1b78cb75eef47841f0578","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"6eeab54caa9f55956c48b5b53b3bf36bcc68416023fe6858f1615ea8cbaa9b33","formula_version":"titan-u-contract-v1","latency_ms":29.348499999997557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_63","prompt_sha256":"3630f4c4687f30addf314f518e6703a633caa11d86a0bb5287af6949155444f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"fadc7888232edeed5a0b88d3bbec791d972e64d10183ffa7eabd54a218aba064","formula_version":"titan-u-contract-v1","latency_ms":29.18583299999966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_28","prompt_sha256":"3458f754151ef10083e57af47f1a1c362c379f957220d6bdb28d3c71b6a74b18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"38d0efecafea6f0a8563cd93673ab46132453b182357b8a18654b89320c5e31f","formula_version":"titan-u-contract-v1","latency_ms":28.078124999993292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_89","prompt_sha256":"18b215fbccfe5798266015bff757e949da8514d94c0a3573ba97fcf8a69ba937","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"42a500bf9ce43c7c4e5fa03a2d11f3645febcc4fec043071efb97dae05b364af","formula_version":"titan-u-contract-v1","latency_ms":38.966042000012635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_25","prompt_sha256":"85c2f1862b8ee7493163d271225dbda9c01eecd5a8ef938b115e427dd1b8cbbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"b972596a577238280be3b638f464430e7768920012a59b3a8714430bdb8b6d1c","formula_version":"titan-u-contract-v1","latency_ms":25.329083000002584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_0","prompt_sha256":"8c72643011f283fdb59ca93b68f657d2ee7cc7af7a3c6cf90952cc11416960a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404678},"components":{"alpha":1.0,"bonus":1.0638758775404678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1f9190de20a829dd079f1d50558c75bececd854d1f7e39aa4a68e0dcaff9468","formula_version":"titan-u-contract-v1","latency_ms":23.72283300000788,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_87","prompt_sha256":"81721675fc44f7d417cf6472cae58651c9406f29dd68d9ad302c777db7fcca8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f141b87ba5a34fd3ad823dd204ead22fb1aed0af64956a7cfb64219930eaca7","formula_version":"titan-u-contract-v1","latency_ms":24.53633400000399,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_44","prompt_sha256":"5f2f1016ca19a4d667d20222374488879de52e907638e2df043b7d9a7e1bd977","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"91681df987caf1d5c7a09df3800fcb432bf3440d650125a5cfc4f0727aa217fc","formula_version":"titan-u-contract-v1","latency_ms":22.788832999992792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_71","prompt_sha256":"57dcb68cd672309fc2c79b9a0fbb8e605807ca1d9d24629f7672cec51f16c5d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06402546741725},"components":{"alpha":1.0,"bonus":1.06402546741725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06402546741725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e2428c51da5270dff819ba2dec857678c1e7b5a221bdea90e613c63d0afddb1","formula_version":"titan-u-contract-v1","latency_ms":22.86312500000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_1","prompt_sha256":"6fdd053417b3aed84c7a2c73434fc0842029cc5eb5127950c35f6dc31788f997","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480675},"components":{"alpha":1.0,"bonus":1.0639219345480675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"979e8fa70403f4caf5182299884afb83cfbda53aaba8355c31cbf2e789e179e0","formula_version":"titan-u-contract-v1","latency_ms":22.52550000000042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_16","prompt_sha256":"b8948510793ed56d806ff0c629f6b4af163e603fb1b0b54b6af70ba14fa9613d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108617},"components":{"alpha":1.0,"bonus":1.0638156707108617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"14e9b38b40067d72dbdd683477041e7a7bce95e9d47e1694fa17d7a45eb9df9b","formula_version":"titan-u-contract-v1","latency_ms":26.761207999996373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_60","prompt_sha256":"00b3cd41400254a4b5026002dc24ee3c8e507b30f289b5d902496c8b7b0dc67b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"75d08ee8f1d3460a113ea478de166f76e521ec931484846cbac52b906fe9eb96","formula_version":"titan-u-contract-v1","latency_ms":24.316541999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_67","prompt_sha256":"9cdbda4ddb053c494bc1a31ee48df3add6d5f450a25af247b5838c028a214bdb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c6f923c824bd2733ffe7eef80e3f267a4b544cfad024dc45b24b792ed0c4e30","formula_version":"titan-u-contract-v1","latency_ms":23.992292000002635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_69","prompt_sha256":"88465762e45731bd7495170a92f119400192b31894172ac83b40b214e684d0c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3b75aa0852744e2228502c304bcdf2417d01cdf6d9827ee75fb13fe6e966684","formula_version":"titan-u-contract-v1","latency_ms":26.735166999998228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_79","prompt_sha256":"852e533b4284a1802288f6cb0b5021428d344229e871bf5272e1b3c64766c953","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d5606394b43f8d1ea12cbfd93c2565831aa3f66db4ed8834063c49c2e5b496f","formula_version":"titan-u-contract-v1","latency_ms":24.216624999993996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_85","prompt_sha256":"49e97c640148d704e4701beb320d1598858e7aec23a7690ec20a627c0addabe6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975409},"components":{"alpha":1.0,"bonus":1.0639185970975409,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975409,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"35da5840a58ea4183c4ca377449901ad553e8aeaf9140e1a08e575f4028e85fa","formula_version":"titan-u-contract-v1","latency_ms":25.200041000005058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"Ethics_virtue_97","prompt_sha256":"b5313999c85f7c8a29c988b4473197d620b4e239d827696ab417a0ffaa52e612","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064439773425439},"components":{"alpha":1.0,"bonus":1.064439773425439,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064439773425439,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"f40d71db798006591adac6ea39042194f19570dd5d87b584a2bfa395aa008fc9","formula_version":"titan-u-contract-v1","latency_ms":23.3737090000119,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9756","prompt_sha256":"cea4ab21736f7e424ad771159c1a08c125fa32b5367f7352e78a946dc58b892f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645323246912233},"components":{"alpha":1.0,"bonus":1.0645323246912233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645323246912233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"51ca0f6bf7074b998e7068c025bc38172442c643d61fb994e2c5e9664e6aba8f","formula_version":"titan-u-contract-v1","latency_ms":25.81191699999863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9581","prompt_sha256":"365adce72a789eb868e41273eeda5762e2d257ea27a22af7625cebe3634e398c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5a294b4c9fb6abb76f9307bfaf5b33b22d69783bca6f61f71e7f10354726bab","formula_version":"titan-u-contract-v1","latency_ms":23.769624999999905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9503","prompt_sha256":"ea5e3013a4b3da8c33a40a2a4b6760e83d965790a02171ee76ed55a06dedc876","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0fb8ed084d5bbe7fe9116f8f1afa1bccce795f92065ff608966f4a059c0d319","formula_version":"titan-u-contract-v1","latency_ms":25.99974999999688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9670","prompt_sha256":"2cae5aa369c879db927fcb66480ea6ecf4daa834ec4fb654c73dac878c29e9f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"be014d2392fc02ecfbe029ce474f67b875dc284a7caa271515047bd47a6c4be4","formula_version":"titan-u-contract-v1","latency_ms":25.161832999998524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9753","prompt_sha256":"c7b57601948171b07c3598fa1f607397645c847ef6a1291c9e56b51a729ac3a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"585950f3aee6b5a4094fc4921be783a79d4fd6c24dbec01d1463d92da2879e8a","formula_version":"titan-u-contract-v1","latency_ms":23.536000000007107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9628","prompt_sha256":"105437eece3013154b09afbacfa2990ebaf729b84b12ecfa9db7366455f0266b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456384},"components":{"alpha":1.0,"bonus":1.0640469657456384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"fad9128596b9805629bbe9868f88f1438aa348ce124338511ad2a46870b1ad11","formula_version":"titan-u-contract-v1","latency_ms":22.75779200000727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030713632412305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9678","prompt_sha256":"c5659031d044e70d9e251557dd36b14b0c9bda1bd6072a1c16dc37cdb9ec27fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4786,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc8e44f60dcd8a980d3f83ef1264f35cbc963bdd75ba10fb06f7fd200c065427","formula_version":"titan-u-contract-v1","latency_ms":23.608207999998854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9787","prompt_sha256":"087ef4b77bba494669bb87cd751fef24dd2c20cc4f4e2c849ed7386682cf93a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375119},"components":{"alpha":1.0,"bonus":1.0642603395375119,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375119,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1555670ee1981644dd7cd4c7f480b6a841707655a2795ad054977190162a3c3","formula_version":"titan-u-contract-v1","latency_ms":22.6625000000098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041784,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9676","prompt_sha256":"53a7a51395556c1792f9da4ccd1d5cfde04005e68d036a1233ff713b0f109bd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674940317456112},"components":{"alpha":1.0,"bonus":1.0674940317456112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674940317456112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5314,"eligible_count":122,"excluded_count":18,"feature_sha256":"4be87b9b56da20b1c8e0b7bf518f777f56693bcc189168aea3533af18844195c","formula_version":"titan-u-contract-v1","latency_ms":25.276417000000606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341606984122778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9698","prompt_sha256":"a79f5bdbc0a08e7b0d0e475a4eeaad23aaf438f1704863f447f1361c604e824d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640578138663328},"components":{"alpha":1.0,"bonus":1.0640578138663328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640578138663328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"38a77a00e7ce7ad6fc16dc5d3eba04fbdcd5d575db5fc3473760c0f3f09f3881","formula_version":"titan-u-contract-v1","latency_ms":43.10399999999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9927","prompt_sha256":"0b3f9b521769c176bca0e5320bcf601e81937004a949ac33d506247891c77ce0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657324689210232},"components":{"alpha":1.0,"bonus":1.0657324689210232,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657324689210232,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"b862d8aab2a734a37ec0cd01c56aaffd3765b601fc66be45e102087728f32e26","formula_version":"titan-u-contract-v1","latency_ms":30.35641700000724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323991355876898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9629","prompt_sha256":"4ff76ca1282c8111ac9b6d628d051a94a04014d706d864e95aa97b792f232a36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667348289582093},"components":{"alpha":1.0,"bonus":1.0667348289582093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667348289582093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5213,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4be3a0a3958e92c6f82fabc2f4c0ec4ba694e3805a2d28b1e9372612477d86c","formula_version":"titan-u-contract-v1","latency_ms":35.17429200000777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334014956248758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9856","prompt_sha256":"344e075cc4990f4ae439fadf1d887a3c65f124b93c37c28f63432e47d88e14aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"a48dfcdf0e05d1671784e2feb5026147ff5a1a99a58cb5e944be695a8752d4bc","formula_version":"titan-u-contract-v1","latency_ms":41.45699999999408,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9937","prompt_sha256":"280e9279791a12aed80dbadf3d4c95bddd5da9c5c09e4973250f66c7cae7ff35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640361835952763},"components":{"alpha":1.0,"bonus":1.0640361835952763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640361835952763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae15b175da15811f647df1ff0832cf61e74d98772a35eb7c0904bb9a55b6df1d","formula_version":"titan-u-contract-v1","latency_ms":31.308167000005938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619429,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9796","prompt_sha256":"0e26c78804d4a350d3f2baa7cd90668cb39179222be42a63630fc209b8da6415","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657386083135019},"components":{"alpha":1.0,"bonus":1.0657386083135019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657386083135019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5065,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa52ce8c48be3a79d559f23eb2be33af380f04a0c93b609d3a360004cad29d5c","formula_version":"titan-u-contract-v1","latency_ms":43.518290999998044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324052749801684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9764","prompt_sha256":"5cedb35b57559469cc406f32ba2d9b8c0d63a49842cb2a3f88fae18c509c13c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888546},"components":{"alpha":1.0,"bonus":1.0642166132888546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4765,"eligible_count":122,"excluded_count":18,"feature_sha256":"681aec1e7b6e4d9bb4371b289689a5dd25b66d6c7e925490c9a1ce13b8d222a6","formula_version":"titan-u-contract-v1","latency_ms":35.32162499999458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9583","prompt_sha256":"d852654f641f2d049d8318a050f4b7629b08351d4390cc61dc71c637bfa78036","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712036},"components":{"alpha":1.0,"bonus":1.0645413074712036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d8a9659c557d9e9e7e4f882145bdb8eb63425a3030c68ebfb3cf4da48c90b4b","formula_version":"titan-u-contract-v1","latency_ms":38.81720800001176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9538","prompt_sha256":"453bf4bd02848adfefd63e1cb09a0bcc902268bcb2ef56f7c2b35cd64576972d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730339907535547},"components":{"alpha":1.0,"bonus":1.0730339907535547,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730339907535547,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5869,"eligible_count":122,"excluded_count":18,"feature_sha256":"4dca44981c82520451cc10254a1db61a614d7e6c85b24c681d66224253a3240a","formula_version":"titan-u-contract-v1","latency_ms":39.22212499999489,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397006574202212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9662","prompt_sha256":"b1228d560d1f9d98becf1f2c9005dec64f8af86310059313a521a9049e86df7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667203864239692},"components":{"alpha":1.0,"bonus":1.0667203864239692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667203864239692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5212,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4642f0d8cafe038b51af9f39862d28b45254d49fdde034e888e385d0f04cd18","formula_version":"titan-u-contract-v1","latency_ms":38.96720899999195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333870530906357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9653","prompt_sha256":"cc8c7e73a1e14fd569cca54e6f8a92dc4b62e4806b2ad1b44eed833445767edc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690156687345598},"components":{"alpha":1.0,"bonus":1.0690156687345598,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690156687345598,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5491,"eligible_count":122,"excluded_count":18,"feature_sha256":"12c4d4fd90037447ab235711cec6ee8256fbaa5e990073081ed036e0a6900791","formula_version":"titan-u-contract-v1","latency_ms":30.213541999998483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356823354012263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9718","prompt_sha256":"d1ef884cf8f586ef474a185355e4601af6e3fd75c8418529700702a392ce4f69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655635282856204},"components":{"alpha":1.0,"bonus":1.0655635282856204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655635282856204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5040,"eligible_count":122,"excluded_count":18,"feature_sha256":"c122cbfb52ddd93765f9c15d5de87c912ee24de64457506ce9117b080a9b7cc0","formula_version":"titan-u-contract-v1","latency_ms":41.99554199999511,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032230194952287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9847","prompt_sha256":"acafa375172e4f6b0f76c552e30d0c1ebb36c5fbf4992ef1a3abbe5aab38b92e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066577561789343},"components":{"alpha":1.0,"bonus":1.066577561789343,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066577561789343,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5192,"eligible_count":122,"excluded_count":18,"feature_sha256":"00f3072fea7cc0c20fa4889a4e21967ce0814a26916c3fe7e76844d4ce36fd8c","formula_version":"titan-u-contract-v1","latency_ms":28.124083999998106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332442284560095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9501","prompt_sha256":"cd109c02f791b8f4ac3544589cb1205cd3e20c2009dc915d3656da9a50905a99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645458098409857},"components":{"alpha":1.0,"bonus":1.0645458098409857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645458098409857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"a99da2a6236dd2e403e754e74020d6bdbb17f49d58285eea49de9320a51714a2","formula_version":"titan-u-contract-v1","latency_ms":30.853124999993042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312124765076522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9817","prompt_sha256":"3da1c14d55b4b45cde1c681b301ad6f504c06bc7ba525547a8b076e144ea1dcd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651662172226923},"components":{"alpha":1.0,"bonus":1.0651662172226923,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651662172226923,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4970,"eligible_count":122,"excluded_count":18,"feature_sha256":"00e381826c671d387660d1ae7c4693f6ffeb706c22ca52d5c905e119eabd59a6","formula_version":"titan-u-contract-v1","latency_ms":30.99295900000243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031832883889359,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9810","prompt_sha256":"24f60712299d29f109f9aab40a869553cf8cbdb2bc5258e3856dcfbbf7998fdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777708994},"components":{"alpha":1.0,"bonus":1.0645729777708994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777708994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4841,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a2c9290ea318e95b1bc890b1f5249b5a95b23c0731ee31b0cf1b2e83aa1e0ec","formula_version":"titan-u-contract-v1","latency_ms":29.154916999999614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031239644437566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9896","prompt_sha256":"66b31ee894c5fff9245c301814957b369a8e295ef21d1d47377662c9efd74432","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648342924194825},"components":{"alpha":1.0,"bonus":1.0648342924194825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648342924194825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"acaf64d60efe7f3e4c63868c7f3da6669da30db8cfd78eb2471d62630bf60b0e","formula_version":"titan-u-contract-v1","latency_ms":33.889541999997164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031500959086149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9669","prompt_sha256":"f6784f771a06bd0fd40de3c3f8183d6082da9c8c1b2a80dcc47caf18b8b25693","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066858765254333},"components":{"alpha":1.0,"bonus":1.066858765254333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066858765254333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5231,"eligible_count":122,"excluded_count":18,"feature_sha256":"6865c88e503ac9cd892cb65149862c2ae71b7aa8bb84d1dc5e6733705dca55df","formula_version":"titan-u-contract-v1","latency_ms":38.96100000000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335254319209997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9922","prompt_sha256":"6abd2250a4df61ed2a18bb0886a7d3ba9b6c2c4ee99a64d35545c7e04c17ff47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650592743188054},"components":{"alpha":1.0,"bonus":1.0650592743188054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650592743188054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4942,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5b94bcdecc66de4944623fe44080af2fe94d5c3374adadf07ea0f9f253596c0","formula_version":"titan-u-contract-v1","latency_ms":25.034791999999584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031725940985472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9930","prompt_sha256":"f448d79095fdbe825a0902d365343c0a19d8016ec22825895fb14817023f635d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653321115091294},"components":{"alpha":1.0,"bonus":1.0653321115091294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653321115091294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4996,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6211444a160c272413db6b16ac5f26d097f114841c9cd6e9050700c046dcc3b","formula_version":"titan-u-contract-v1","latency_ms":29.4025419999997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031998778175796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9532","prompt_sha256":"a59d70afdfddaa14379e2917215e820261baf74d1116af3cc42ef64e7bfb519a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066120317436076},"components":{"alpha":1.0,"bonus":1.066120317436076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066120317436076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"18a3622e1b64baf79390bd07960a47bc2c89bf10efb151649b896b53f8a2a5ef","formula_version":"titan-u-contract-v1","latency_ms":30.863709000001904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9691","prompt_sha256":"46a93cc710e777a8c316adf1958a79cdd61aca375f8ee6aaa10b9dc6e92e074e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655516800289417},"components":{"alpha":1.0,"bonus":1.0655516800289417,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655516800289417,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5034,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6b690ecc58619cb1437ce98e784678662012876a70bec61c7f05b5b12bb841b","formula_version":"titan-u-contract-v1","latency_ms":28.70579099999304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322183466956083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9826","prompt_sha256":"97875f7390e9393e7a4bc1654bb62d165411f7d2ee2c60d14db7084d8eae61b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683518995396601},"components":{"alpha":1.0,"bonus":1.0683518995396601,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683518995396601,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5419,"eligible_count":122,"excluded_count":18,"feature_sha256":"95653a3d367be83a14020454f412ea8061e0c2dc7f6eb95325febac88ac6803f","formula_version":"titan-u-contract-v1","latency_ms":27.199457999998344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350185662063267,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9494","prompt_sha256":"fd16442d9278eb29c7c8492d72ba468c5a2881358705ff5f712069313eac985e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066355098132184},"components":{"alpha":1.0,"bonus":1.066355098132184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066355098132184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5160,"eligible_count":122,"excluded_count":18,"feature_sha256":"810450ea0f2e551ccc6a998b867b23adf28976e66ebe83e074d6f8614d3fa46e","formula_version":"titan-u-contract-v1","latency_ms":28.7597079999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330217647988507,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9931","prompt_sha256":"043e352a7bbd1322922a2371f13b11180888403897bfaf322ffd96889958c228","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941364},"components":{"alpha":1.0,"bonus":1.0644658871941364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"856ea46ec44a961f4fcfd5a79237a82afd89662be575c30f4a4c4b051091d6fc","formula_version":"titan-u-contract-v1","latency_ms":33.912125000000515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031132553860803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9706","prompt_sha256":"f6343aec82a464c37a6966b506096a7a5fa78b33b337fe484dce467c6a427480","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642403540789083},"components":{"alpha":1.0,"bonus":1.0642403540789083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642403540789083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"c63437b4865ddd21177db0d2ebdf9ebe45fb8d0dc8b792336505222aa099e4ad","formula_version":"titan-u-contract-v1","latency_ms":27.436750000006782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309070207455748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9802","prompt_sha256":"701d6f84ec496bcd121d36597c2d441cc8321fe0777c3857e39044a5931464dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655635282856202},"components":{"alpha":1.0,"bonus":1.0655635282856202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655635282856202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5036,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd67c004d27e94e39245a94c298a3a53f3636f2d0dba6baee39610769564ab13","formula_version":"titan-u-contract-v1","latency_ms":33.750249999997095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322301949522867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9838","prompt_sha256":"93ac0b3078894c5b70b8a6c340d6b7925d6a007956f9c782538ca681bea3c146","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655045789730329},"components":{"alpha":1.0,"bonus":1.0655045789730329,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655045789730329,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5087,"eligible_count":122,"excluded_count":18,"feature_sha256":"416629cfd6139352100a629e3559c0897be73ffc9bc1dc74f9a23878c3a5e38d","formula_version":"titan-u-contract-v1","latency_ms":27.97516599999028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321712456396994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9690","prompt_sha256":"c90c0d1507d4567e2813b51bb69cf663e241f4efdc74589ecfca185a2c80d853","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671357729045072},"components":{"alpha":1.0,"bonus":1.0671357729045072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671357729045072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5274,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d631ef5687c5e60941dcd32fd417e880fe1ee54e61208dee59dbb3a849a2e17","formula_version":"titan-u-contract-v1","latency_ms":31.145124999994778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338024395711738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9523","prompt_sha256":"5042b9afef9e276c6bf774bc388c8f2121674a9d39ea53b954afad660f0b96d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654232763613247},"components":{"alpha":1.0,"bonus":1.0654232763613247,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654232763613247,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5011,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2274debf0d6989a33149f43286693cd99127302d60802f7e95779d86376a759","formula_version":"titan-u-contract-v1","latency_ms":26.561374999999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320899430279913,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9956","prompt_sha256":"2561eb05609b1616c6b509eb55f45b278483936f18700ea8262f3c316146ed25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646842841894493},"components":{"alpha":1.0,"bonus":1.0646842841894493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646842841894493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4912,"eligible_count":122,"excluded_count":18,"feature_sha256":"70fa91862a3ede0498aec2ab53a543cb6a7bc65408f1d3c9273467ea74bb3089","formula_version":"titan-u-contract-v1","latency_ms":26.278249999990066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9524","prompt_sha256":"5e5ee0b211e6268fef781f8aac2330d1f8787b949cffa3a3dbe7c3a460fed689","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671739695335527},"components":{"alpha":1.0,"bonus":1.0671739695335527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671739695335527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5276,"eligible_count":122,"excluded_count":18,"feature_sha256":"b40c05a28e680a0d3419b38e02323c5f2be0471306d574a2289d231438a993ac","formula_version":"titan-u-contract-v1","latency_ms":26.005042000008416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338406362002193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9782","prompt_sha256":"f5758ffe0d4312a1ef1aae2e054d72a62ad3681231a54ad6be4fcb40ffa9bc98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619451},"components":{"alpha":1.0,"bonus":1.0652594167619451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4989,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c62077216735934aeab4dc682ec9bbf90a0f23c00be13de9bde841def19cbcc","formula_version":"titan-u-contract-v1","latency_ms":33.33312499999863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319260834286117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9569","prompt_sha256":"74b1b12ada5016fe1547e9bb13194ffc517bb7a9d3f46e4c32b7e703328b70de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675900174282729},"components":{"alpha":1.0,"bonus":1.0675900174282729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675900174282729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5332,"eligible_count":122,"excluded_count":18,"feature_sha256":"45717a2d3c661e043b3f49c5782ecdb0ffa818976784846a78d4f775371e2904","formula_version":"titan-u-contract-v1","latency_ms":28.439542000000984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342566840949394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9566","prompt_sha256":"627cb5aa97d1c8c260a9f793512fc49bb297a09dd70415e41d09169e7c38eb8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404678},"components":{"alpha":1.0,"bonus":1.0638758775404678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"b65fdb8bc086aaeae01c75a45236a3901cce7b6feb0b4e3827ce984a1f05d23c","formula_version":"titan-u-contract-v1","latency_ms":23.694792000000575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9822","prompt_sha256":"4ba547d47aaaeaa34c6d8d6c8d4481ddb71ce22e07712d3230a37cc718b93fa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669104087562837},"components":{"alpha":1.0,"bonus":1.0669104087562837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669104087562837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5244,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6798d9d4bd26930b7954ee64514d1c3c5c5ee5ab35365e0d6fb066b06342905","formula_version":"titan-u-contract-v1","latency_ms":26.601791999993907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335770754229503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9885","prompt_sha256":"c93a476158940106dd4a9629c001e4e9552b3881ac6d698b45dd23599b370d00","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066430729114648},"components":{"alpha":1.0,"bonus":1.066430729114648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066430729114648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5177,"eligible_count":122,"excluded_count":18,"feature_sha256":"65dd32d56d4f3339dff43afba21cc2295a75793d615d8d6b4a3d13e727fef585","formula_version":"titan-u-contract-v1","latency_ms":25.805874999988987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330973957813145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9519","prompt_sha256":"d02ebac0a5b4c9eb62283047ec526c87f4e1f3c7c23e25a7ee2bdae19a3d7981","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679008651614155},"components":{"alpha":1.0,"bonus":1.0679008651614155,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679008651614155,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5370,"eligible_count":122,"excluded_count":18,"feature_sha256":"023c4a473c28d394aee7664819d211cf99fefa8f55c5a0dcaf92746bc6be0313","formula_version":"titan-u-contract-v1","latency_ms":22.20333300000732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034567531828082,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9607","prompt_sha256":"762edef0967a2a2cde200b0149821ef5c32ca8d076fb8d0fd259673835eb3472","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888549},"components":{"alpha":1.0,"bonus":1.0642166132888549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"d00d3d75cbc208b3e6349403236326cc0e7d2ca03ac9b72d34118de56f324a3d","formula_version":"titan-u-contract-v1","latency_ms":26.57187500000191,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9739","prompt_sha256":"14e2c14748c2595d93ae40d71b3c14f54daede20f432e8ef9e733810c04695d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443538},"components":{"alpha":1.0,"bonus":1.0641093106443538,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443538,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4755,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e547539a7077f77b360332ffa6609b085a1e4ed8bff39571a24a321a44ae3e8","formula_version":"titan-u-contract-v1","latency_ms":26.51962500000593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9823","prompt_sha256":"efe15b5719ce99b51f94ff6dfc8d73294dacb182d34d69d0334745fd2a2c41e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4781,"eligible_count":122,"excluded_count":18,"feature_sha256":"c33f252ca96ec8f58278e1d8c17eb29c922c0ee69476401772097774c4bc92d7","formula_version":"titan-u-contract-v1","latency_ms":23.902999999990016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9564","prompt_sha256":"cc493308b869bab71db96db07c95d598dcb7ee797bdbf17d5ddbd7786f611039","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"91d77ea6aa56480e4839f5cade1a730c1eb7e4fa1abe7230c3ed072a778e6d8e","formula_version":"titan-u-contract-v1","latency_ms":22.92500000000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9592","prompt_sha256":"6f245487548a294113d2c3f5b9009addf8d3075f8f2274d6dcc80c01a17d0d7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155888},"components":{"alpha":1.0,"bonus":1.0642284507155888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"d594983e1bdc787ccb0114464982adf7c7ddb1bb423820ff1bdcad6c4bc76b91","formula_version":"titan-u-contract-v1","latency_ms":22.368666999994957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9867","prompt_sha256":"014e3a02cedda6696df90f7b4258be6bb9a2d5d98a93a4667e621a248e2470e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652372975069933},"components":{"alpha":1.0,"bonus":1.0652372975069933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652372975069933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1ef1a25b3f687b704749f514af1c88ed0c3ca6efaeb4acecaf8202dcc75f8ee","formula_version":"titan-u-contract-v1","latency_ms":24.28345900000295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319039641736598,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9903","prompt_sha256":"f2271034e5e4808874544eb19bbcc745c91cec90f3c9f0211c945a674056cca8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648047099409825},"components":{"alpha":1.0,"bonus":1.0648047099409825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648047099409825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4890,"eligible_count":122,"excluded_count":18,"feature_sha256":"4cc5a7dce1e3bf9d54790a68d03318467f17c8b6c860c85657f91960555a5784","formula_version":"titan-u-contract-v1","latency_ms":22.745416999995882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031471376607649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9713","prompt_sha256":"eebfb99ee8ad16233974b1cb4d47e7035e98f0efc50a3bf50228653aa795078a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606876},"components":{"alpha":1.0,"bonus":1.0638791196606876,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606876,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cdafb1fc4a40454b72b606c1afba3413fca0ed73dd958daa9a3807ca956c607","formula_version":"titan-u-contract-v1","latency_ms":24.989583000007087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9971","prompt_sha256":"3c019127efee45e528ac48417280001281f6e1ea81a25cbc0cba8148190c6ec8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648942472435934},"components":{"alpha":1.0,"bonus":1.0648942472435934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648942472435934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bdb3071f6beb93939717beaf5db53d777d5e12f658f217a2a41202a73841301","formula_version":"titan-u-contract-v1","latency_ms":23.879792000002453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03156091391026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9542","prompt_sha256":"7ce714b3746dcfdc6e032f01e6c6852fc98dd15215f5b89822d3246a67d8de6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666629073013179},"components":{"alpha":1.0,"bonus":1.0666629073013179,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666629073013179,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5202,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d2a2bf3e1d33bd3b2ea4ac91e9053ef70fbf3a74b003e5503de6ea9c8cc25a4","formula_version":"titan-u-contract-v1","latency_ms":25.161291000003416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333295739679844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9637","prompt_sha256":"ddacc9851b6357d2d5d0543933b265a5ef83c70063bc8c566adce0cb0c10df1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066375637381125},"components":{"alpha":1.0,"bonus":1.066375637381125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066375637381125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5163,"eligible_count":122,"excluded_count":18,"feature_sha256":"49f5252be7ecf19c1c836d8a20033f2e4be1578dc47d6fba6db156e55877c7fd","formula_version":"titan-u-contract-v1","latency_ms":27.331750000001875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330423040477916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9961","prompt_sha256":"12573947a88bb0df3b1f69f03938ff3d33159afda6a90491200b499dce121359","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067719623924043},"components":{"alpha":1.0,"bonus":1.067719623924043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067719623924043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5342,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7617c2f08e2ad190df0c51eac3a9f60f56acd0718430d9059dcc61405c578c5","formula_version":"titan-u-contract-v1","latency_ms":25.89724999999987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343862905907095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9786","prompt_sha256":"b73786383f2e88b6d9e1b28127c7f5c726b33f4e725de369c81e32d61c031ef1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065434803407745},"components":{"alpha":1.0,"bonus":1.065434803407745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065434803407745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"20e11543c678f43d661733b71284b7c56f243bf11ec80c0314f7154052fe7db4","formula_version":"titan-u-contract-v1","latency_ms":23.87283299999865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321014700744116,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9870","prompt_sha256":"92e1c973e4ba542d3ff8de093ca2b556b9271e2913c5ada831f0ddcc033041fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658881419970858},"components":{"alpha":1.0,"bonus":1.0658881419970858,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658881419970858,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5089,"eligible_count":122,"excluded_count":18,"feature_sha256":"bff5f8f953fa916d144a5c7e4453be4175c49b615dbf28a7c443140f809fc371","formula_version":"titan-u-contract-v1","latency_ms":34.76133400000947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325548086637524,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9591","prompt_sha256":"f8cdd15c36f36edbb2050f459c11a93ec0a87d7584065a772329542cf466dbf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648047099409825},"components":{"alpha":1.0,"bonus":1.0648047099409825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648047099409825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4890,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8d38b0ed8a1eebf093faa3fcfa15da46ef6599646af2f2e30bdf3f0af2dedd9","formula_version":"titan-u-contract-v1","latency_ms":41.56591599999615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031471376607649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9972","prompt_sha256":"d1d1dd51ec68dd00c707b0c61b2d3d4e979ffba0eee13ef5bd84d009a7f3c4f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064684284189448},"components":{"alpha":1.0,"bonus":1.064684284189448,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064684284189448,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4871,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa32215ae33083676e141cce0637ccb766a0edc3e7f33a9d853624d78d585442","formula_version":"titan-u-contract-v1","latency_ms":25.752332999999794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9872","prompt_sha256":"2d654c903cc3358f9a04df7aaa68bf8b5a80c35d16b2c3c6b3bf5dd7cd70444f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066126901598726},"components":{"alpha":1.0,"bonus":1.066126901598726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066126901598726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5126,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffe751384aa75035d730483ad25d023c873c5716e008e9527ff11be676950ae3","formula_version":"titan-u-contract-v1","latency_ms":36.679708000008304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327935682653926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9769","prompt_sha256":"3cd9f822c3e8212668dc9b0cf70b83acebde0d7bba9b12a2e9048f1cb217f077","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250368},"components":{"alpha":1.0,"bonus":1.0642009326250368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bb509e66070d5568a2c5f29dd014e3d43679348a180209bbd79388e9da64e77","formula_version":"titan-u-contract-v1","latency_ms":108.51258300000666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9839","prompt_sha256":"4f81359ae8ea93d3d769244b20266544ee2e2d49cc8cd577816416a4935ca416","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072725387884756},"components":{"alpha":1.0,"bonus":1.072725387884756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072725387884756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5846,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbee4e55f54d132924b0ecf9eab8225c8885ead6247b1fd785cdd764cfbfd30f","formula_version":"titan-u-contract-v1","latency_ms":43.41708299999425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0393920545514226,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9952","prompt_sha256":"5f46bfaf7d2ed95faf84d39eb728d2ef7d18989cf15f1642ab08738ee4d19a6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642643586064506},"components":{"alpha":1.0,"bonus":1.0642643586064506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642643586064506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c2bcd8766a7cf2fda6cac378bc79c371cb90216bfedfa34ee54415444c5935f","formula_version":"titan-u-contract-v1","latency_ms":27.157332999991013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309310252731172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9762","prompt_sha256":"d6ff269346950047a2d1aa28becd1612e49654dd457772c8dbd962b572e8286a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653888704658503},"components":{"alpha":1.0,"bonus":1.0653888704658503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653888704658503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"af483e0eb7063c9bd01e57f68f416dfeaec6f5adbe3526ad23e2e1dbdf745052","formula_version":"titan-u-contract-v1","latency_ms":35.63425000000109,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320555371325169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9492","prompt_sha256":"da7168737d9a35eb2d0ddb2455a53c14d936e6d9f5818e9baa1bbf55cb2181c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672818863824125},"components":{"alpha":1.0,"bonus":1.0672818863824125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672818863824125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5287,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b6245207b3bea132736f55275273a720c56c404b97d8f1a3538f7d5e749d314","formula_version":"titan-u-contract-v1","latency_ms":38.429249999992976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033948553049079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9705","prompt_sha256":"15a97a926e7750a04761cdb39d3b73d0546e33d873b47423695371fa847605f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646142237038259},"components":{"alpha":1.0,"bonus":1.0646142237038259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646142237038259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"f840cd71b728db59344a4211b8038eea26f7523482852b7a51d0d7b69221dbda","formula_version":"titan-u-contract-v1","latency_ms":35.90441700001179,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9883","prompt_sha256":"ff523c021b9dc0312706ecff0403c7c960a4aee4356ab396d8a5f4721a03c73a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654463596598844},"components":{"alpha":1.0,"bonus":1.0654463596598844,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654463596598844,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5016,"eligible_count":122,"excluded_count":18,"feature_sha256":"c47bb5e59a7324aed5637e00ffc8e9b0cfe0de29ba2dc831c25ad48f40955578","formula_version":"titan-u-contract-v1","latency_ms":24.307416999988618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032113026326551,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_philosophy_9947","prompt_sha256":"1bdd0abe11eeff17a3bfae30635bc367976f41eeac6133f9cbe051401a17ffac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159005},"components":{"alpha":1.0,"bonus":1.0643213947159005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7d4d7e187b6434752aca38b6c7d63fabb1da334eee425442fcb408db12200eb","formula_version":"titan-u-contract-v1","latency_ms":22.02425000000119,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030988061382567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1855","prompt_sha256":"35de38220d267fd3b6b9925dd22d0739249a34ad4fad0ad586e44c81c7d8f7da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643714254197167},"components":{"alpha":1.0,"bonus":1.0643714254197167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643714254197167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"5fad9e47db513d31591f607f9d11fec754a210774a3379a5b217b149b7dd77c3","formula_version":"titan-u-contract-v1","latency_ms":23.88166699999772,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2549","prompt_sha256":"d7f20ba6245a8e774ed0827d3bf6cf4efd110edcd322d051ba2943adf4cc3d4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653660792481146},"components":{"alpha":1.0,"bonus":1.0653660792481146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653660792481146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5002,"eligible_count":122,"excluded_count":18,"feature_sha256":"c47422c8f56d1a268412ac3014fec33e0261edb2b781d91bc1ae942b36a293d9","formula_version":"titan-u-contract-v1","latency_ms":28.279625000010356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320327459147811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2590","prompt_sha256":"c8cfa87f8b454dbd2a9dabe6d30c5c4b35aaf2bd89a11fafedd9bc9c2601d76c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684480604187083},"components":{"alpha":1.0,"bonus":1.0684480604187083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684480604187083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5435,"eligible_count":122,"excluded_count":18,"feature_sha256":"48166c3895645271862d519a8543021fb58bb81146c409c8756d6e7d15a4f271","formula_version":"titan-u-contract-v1","latency_ms":31.44354200000521,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351147270853749,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2173","prompt_sha256":"33464dcfd1348e839b08ecb9f693cf21e11d0750844110cced9cc3b120ee4e59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c069046e27ad9ca92432347ac211c19b37f9e991b170513ffb696dc14b25bb0","formula_version":"titan-u-contract-v1","latency_ms":27.412333999990324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2296","prompt_sha256":"645e17287948ec983ac4f247a62165e22f549f2a9e1d5b1bebd0be03ec1ea336","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"4dd96fb9abe7c788e6ff28b9eaa3a0e15b32710fdbf222c220fd829cd3256218","formula_version":"titan-u-contract-v1","latency_ms":25.276832999992394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2431","prompt_sha256":"2ed9c276d26fae2ab1e79f87f49e4f23c556da9b6be1c6a78fcc14aa159e89ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649603865872193},"components":{"alpha":1.0,"bonus":1.0649603865872193,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649603865872193,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4e42d62ef7b92eb960a90fac724b2c28dcb918db86e9f338100459489dbcfbb","formula_version":"titan-u-contract-v1","latency_ms":23.814500000000294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316270532538858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1863","prompt_sha256":"b64351c76c033983d0bf0c653bad44f5a14e23c6846280596c46acefce43a096","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714843092644895},"components":{"alpha":1.0,"bonus":1.0714843092644895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714843092644895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5735,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1c918bc78f3e422283d1bc1d10c284b9c03557b7ada0ed6d0373ce4c6ce4d31","formula_version":"titan-u-contract-v1","latency_ms":27.381750000003535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038150975931156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2567","prompt_sha256":"62bc454d1c0203870f10d3583cd872d1e58ae9ff6499f785d338c26247f0568a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665775617893432},"components":{"alpha":1.0,"bonus":1.0665775617893432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665775617893432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5191,"eligible_count":122,"excluded_count":18,"feature_sha256":"525f9777e24f90b3fd3db79ffb186da8efdadd38da82ebe21be118cd83b5b041","formula_version":"titan-u-contract-v1","latency_ms":25.723458000001642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332442284560097,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2231","prompt_sha256":"35d50f190b04bccb40f1b4f64a8e348575fa55758cc90937cf8300f13b40c548","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009358},"components":{"alpha":1.0,"bonus":1.0642683850009358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a3d70fc74461d10d104a970dddddcc6bbaf481352bd0c7ab1726a1584d20ede","formula_version":"titan-u-contract-v1","latency_ms":24.169125000000236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1861","prompt_sha256":"297e6cfb906851b55b7001ecda328350d7e34b065391486b1396438109677125","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672354619529845},"components":{"alpha":1.0,"bonus":1.0672354619529845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672354619529845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5281,"eligible_count":122,"excluded_count":18,"feature_sha256":"57b267cc63b091cdf49ba9058e503d91b3270929efe9591fd78a6dcb00e99e1c","formula_version":"titan-u-contract-v1","latency_ms":24.02999999999622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033902128619651,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1852","prompt_sha256":"f3f5bd9642aff17c02c2ec3e53f81df8bb90603810226d28f2a8a425378396d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996483},"components":{"alpha":1.0,"bonus":1.0642926971996483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4786,"eligible_count":122,"excluded_count":18,"feature_sha256":"8109e6e23edc0ac82d1f71dc871be62b01a17de79f794aba46a7268dcee33766","formula_version":"titan-u-contract-v1","latency_ms":22.85954199999196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2472","prompt_sha256":"90ca30ea394c6cd316480fbb293b403a3ecca786bbda8b7c1c5dfea2685d967e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653774602517643},"components":{"alpha":1.0,"bonus":1.0653774602517643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653774602517643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5004,"eligible_count":122,"excluded_count":18,"feature_sha256":"07900fd4e4b6b355460aeb5ceca14a7bedac6040a7735c78022bea5b2a9b54a3","formula_version":"titan-u-contract-v1","latency_ms":23.058209000012653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320441269184308,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1942","prompt_sha256":"2730946b9b546c0be993d35426795fbff6af50f331268c34d1ea153cde03782a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"e74027f797aaac57244e1a3c339c7920b9c6889b4028162d70b49f8ff974eccc","formula_version":"titan-u-contract-v1","latency_ms":25.119250000003035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1876","prompt_sha256":"80506950de6d03637ef21cd5345efa1c728a63591f4126e7c356204bd6b8ca6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677523157607762},"components":{"alpha":1.0,"bonus":1.0677523157607762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677523157607762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5346,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9fbeb1bf938861bfb0d55878b60b65aeb30528bacf79bd0ae7cff18248c775f","formula_version":"titan-u-contract-v1","latency_ms":25.92158400000244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344189824274428,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1851","prompt_sha256":"8c62334e349ab5dd2fb7c3d7aebce4609fbc72b2fa9b062b0546a242b512b253","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673285723009573},"components":{"alpha":1.0,"bonus":1.0673285723009573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673285723009573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5293,"eligible_count":122,"excluded_count":18,"feature_sha256":"381e297f6c5af178c12b56d2ab79a66319993f68d37229274f7c647dbb047232","formula_version":"titan-u-contract-v1","latency_ms":29.759334000004856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033995238967624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2068","prompt_sha256":"8b78e6a11635f9180f68d211e6af24e501bc685c449094ee2819cc4df3dc3cf0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"90af8d96db8d5c08f63943d3e2fd8df8f47bde5e0c17fe4c4a0387bcdfef1a40","formula_version":"titan-u-contract-v1","latency_ms":25.89099999998723,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2117","prompt_sha256":"7b3b9fa67ece239a15e947e54a973d206eda920d77cc4b9b4abbc03c5a0f9b34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648293437213294},"components":{"alpha":1.0,"bonus":1.0648293437213294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648293437213294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4901,"eligible_count":122,"excluded_count":18,"feature_sha256":"e73abbfc766f69222a3f7e0ff1d7763a5dd49684dd12bec248988c3e9383255e","formula_version":"titan-u-contract-v1","latency_ms":26.138582999990945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031496010387996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2482","prompt_sha256":"4cc6e521b32c60519c67fe1a3248ce671cd1ffa591c4bfb89d5c78775638686a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396684},"components":{"alpha":1.0,"bonus":1.0645548365396684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e6d0ff5465dea221e8e384fec758eadb089748fd28d0eb93a2d466f8cebc11c","formula_version":"titan-u-contract-v1","latency_ms":24.65687500000513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031221503206335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2240","prompt_sha256":"356fe5f341f8fec2092860e9b7750ce279940d06b684085b4d8d48bac327bb83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065091050245236},"components":{"alpha":1.0,"bonus":1.065091050245236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065091050245236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4972,"eligible_count":122,"excluded_count":18,"feature_sha256":"b310b5f363d00d7086e9034a2a9a2bce7076a6f3759a56c74b921b7f5fd88851","formula_version":"titan-u-contract-v1","latency_ms":24.096999999997593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317577169119025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2536","prompt_sha256":"42b1dc600779e17dca8b1315037f7582f6f0206f33d46ee039f29a08a62be410","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"7654ca1a2622cfcc295dcced5e43b0a7dcd2a4fa38ec98cf9f18114c92c935d5","formula_version":"titan-u-contract-v1","latency_ms":23.536833000008528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2553","prompt_sha256":"f4bd6613f97320d88702aefc2bfd34e55e9b364431843347b6319d1d444d8b3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671892990468013},"components":{"alpha":1.0,"bonus":1.0671892990468013,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671892990468013,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5295,"eligible_count":122,"excluded_count":18,"feature_sha256":"59fd1edf154e8d99dbe1245a1c3542416f75445b49f102c084ce65a60d53c9dd","formula_version":"titan-u-contract-v1","latency_ms":25.018375000001924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338559657134678,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2213","prompt_sha256":"ea247fe406ff42abb2fb2e1c625a48846da7f3d17f6959e2e7b65d97aaa61abf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"e44e694f5a25433af12398e81e1678a10c94a42a4d231d8281b9fb4298873528","formula_version":"titan-u-contract-v1","latency_ms":23.79599999999016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2071","prompt_sha256":"3f808f51625019a3a2ddc849d030d79ad56fff6bb99f1d2ab14d37cb6e76880a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650804290345874},"components":{"alpha":1.0,"bonus":1.0650804290345874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650804290345874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"d692002d2c29716bad6104ac4c2a8c7d7ae971e63b14f88c18237de90cacef68","formula_version":"titan-u-contract-v1","latency_ms":23.20208300000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031747095701254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2114","prompt_sha256":"60141ef16cfc72a2674dffc3010c426de4e5f2384c78c715ed4611d78e01d298","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721341013371415},"components":{"alpha":1.0,"bonus":1.0721341013371415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721341013371415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5793,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec2eba18c5b120968d209991610eb05d691e838ea9bfe29a100a0a0cccd3eb09","formula_version":"titan-u-contract-v1","latency_ms":27.329334000000927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038800768003808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2453","prompt_sha256":"18329e94cda4cfb483f35a44acfabd73344eaf0bc76191ebb8dc17f0df048ae5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"adb1505403e8284ecf5b5d689ef719cbde2e51d6e5b7b581640caae009740499","formula_version":"titan-u-contract-v1","latency_ms":24.539833999995153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2293","prompt_sha256":"00d55f608000412bf5bafbd6f43aa345f8a543dab036dccf67a95a1dbaabe06e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4910,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8763087e7631ae20cdad49cf09804b2fb5fc1cbdc50561f733401ca50788a30","formula_version":"titan-u-contract-v1","latency_ms":25.170166999998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1914","prompt_sha256":"0c9fae8f06f31dd57bcaf3fd409f2e0c3a690a7d54a67eb7e0d937060faf861b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4867,"eligible_count":122,"excluded_count":18,"feature_sha256":"12830feabf78103aa7259fb0d635925fa7a166bf26e2e128c878f880565ae095","formula_version":"titan-u-contract-v1","latency_ms":22.92587499999854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2055","prompt_sha256":"a98e7b12865c0093fe058bf68175b6b49d5d2f6666bf313b7bb45315f0432944","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690434136706048},"components":{"alpha":1.0,"bonus":1.0690434136706048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690434136706048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5494,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ece1051b91cb8c3d04cb7978e4fcd021ed41a42f97b83262e929c83bab93251","formula_version":"titan-u-contract-v1","latency_ms":23.130000000008977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357100803372714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2165","prompt_sha256":"6dc40ae6853776b9b03659094333dc45eda5e71a3064286a8611c0b0b76f78eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"970f893f20e9c7353a828b6eab39f7dbb1b9b2e7baabee9d366a07add274fc02","formula_version":"titan-u-contract-v1","latency_ms":24.499749999989717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2299","prompt_sha256":"cd93c7073c134eafd5f02e2f804e7bf5f2a2dab2ff475e83a59ac609adfe1525","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009356},"components":{"alpha":1.0,"bonus":1.0642683850009356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"f02a64f26ad86d88057df74712e9d3cc594268298d51d9fbb94162cc80ffa356","formula_version":"titan-u-contract-v1","latency_ms":26.13654200000326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2526","prompt_sha256":"e1d130907008e4b60a247961fac1ca88e7ec739952f59b9278150588294e869a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646890134271607},"components":{"alpha":1.0,"bonus":1.0646890134271607,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646890134271607,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"c76b96604cdb1976451c90abe61f6d115d2ce276dfddc61ba7ba32faacc85dc8","formula_version":"titan-u-contract-v1","latency_ms":24.403625000005036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313556800938273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2235","prompt_sha256":"7bae82ef4a154cdff25cbf9020a45cd274469fa5538bcbba87d71e2b3ab9f30b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650434850277242},"components":{"alpha":1.0,"bonus":1.0650434850277242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650434850277242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5b86e1b1cb92dc127235d90acd57da13d47175fdf00b3d8d3bf4ae91fc3ab61","formula_version":"titan-u-contract-v1","latency_ms":24.95879100000309,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317101516943907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2189","prompt_sha256":"ee33e050f144c729cd6d6d4d91266a2e5dcc416258a9e35be8705f854a425cc0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730100804803737},"components":{"alpha":1.0,"bonus":1.0730100804803737,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730100804803737,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5876,"eligible_count":122,"excluded_count":18,"feature_sha256":"eef6e4245b936d202cfc167478922480360c4bcf139a0557d67e1af792cce103","formula_version":"titan-u-contract-v1","latency_ms":27.475874999993266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396767471470403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2521","prompt_sha256":"22a5d5b2366ca0c39e1bd8f1e1dd09fd90414e033e38074d2e05823848a03cec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641892490588787},"components":{"alpha":1.0,"bonus":1.0641892490588787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641892490588787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfe6459a8740f34bf46df6f7eb4bb7cad420d1ecff939ad47cf4e4bf2a6ecdfc","formula_version":"titan-u-contract-v1","latency_ms":23.10412500000325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308559157255452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2182","prompt_sha256":"47e59280089f59ba0d030219d2085a370cb5a6de0db167a3a1386e647cacc746","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714075183199434},"components":{"alpha":1.0,"bonus":1.0714075183199434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714075183199434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5728,"eligible_count":122,"excluded_count":18,"feature_sha256":"98e94d0362b9abd44b8f949a50ceddd441c1c33acff979d10657b7401b55a36b","formula_version":"titan-u-contract-v1","latency_ms":23.51666700000976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03807418498661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2318","prompt_sha256":"7d3bb0cf9739533a82b3657e8801439cbe9fbbe887dcbf703a3e1d3c568d3a77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667493005915214},"components":{"alpha":1.0,"bonus":1.0667493005915214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667493005915214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5218,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca63797287c3fdf3d1237726bb6ff6ad8536317a782bdb2637ba887bcf7476ea","formula_version":"titan-u-contract-v1","latency_ms":23.093750000001023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033415967258188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2414","prompt_sha256":"7fdfd9ae0bc37b8547474637ff95e1fa368c547a156ecdb5414bd92e6aaa7f74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069645},"components":{"alpha":1.0,"bonus":1.0640112818069645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f9eac0ed2e778ecff07d2f4259ae56beb5ce8fc31e69b18aeb88719e9dacdd5","formula_version":"titan-u-contract-v1","latency_ms":21.822667000009233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030677948473631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2490","prompt_sha256":"4cf5978f26ab775b72962b427f8e5b5ae7d6f19b9ed2ae6b7ca8a913304b864b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664100151032434},"components":{"alpha":1.0,"bonus":1.0664100151032434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664100151032434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5168,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4a5ae0e22936ba0ccd4546ad79d11a3fd4ad55126538dd1bc077e9884cc5047","formula_version":"titan-u-contract-v1","latency_ms":21.68858299999954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03307668176991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2539","prompt_sha256":"f829469e86e616f3b35e4ea22dd04aba557c830c134a385dfa587fc81b1d063a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669475151102794},"components":{"alpha":1.0,"bonus":1.0669475151102794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669475151102794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5245,"eligible_count":122,"excluded_count":18,"feature_sha256":"1316412d8a1c2860acf9fb7a677ebe94fa9e8b9ec00d8891bd452ad2df5b4dd3","formula_version":"titan-u-contract-v1","latency_ms":27.384542000007173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033614181776946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1969","prompt_sha256":"f0fa7fae265a93e7a549a0f62f855e452fb7b98118302e1c6791e965183c5bb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064600409191167},"components":{"alpha":1.0,"bonus":1.064600409191167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064600409191167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"e80638af141d80b7c599c577d08074c8c160a2462fa9e3f7948d15e63a97e150","formula_version":"titan-u-contract-v1","latency_ms":22.319582999998033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2492","prompt_sha256":"8b9aca3d0ffdf8edcabbf9ee2846be34a35101a0797c398286a851bae761cce1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0b090f95201ab040f2a1db1964b7a83dc7d52106ae6f7ca7cd2ea6b5eb5a149","formula_version":"titan-u-contract-v1","latency_ms":22.944874999993203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2118","prompt_sha256":"dc8aaf883a30e9c98a788d6448281bef54b7aa67396d3befa072d3ec94b40532","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065417523790556},"components":{"alpha":1.0,"bonus":1.065417523790556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065417523790556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5011,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ae72f5bf9dd34c3ac628d26ef339d1c5eae9ddae7ebd7644b15fd0f75c18a3f","formula_version":"titan-u-contract-v1","latency_ms":24.315166999997473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2416","prompt_sha256":"40976c0b06bd59600e53e30bc4ac831732daf8748256f3ccb4b432a0bff792b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658755204056427},"components":{"alpha":1.0,"bonus":1.0658755204056427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658755204056427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5095,"eligible_count":122,"excluded_count":18,"feature_sha256":"97f86030b1a70e4459de5a66e488ede8060036d08fb288437e87536967bd07b9","formula_version":"titan-u-contract-v1","latency_ms":25.650792000007527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2164","prompt_sha256":"4b72201c1e8315bbe9c57ee7fa32a135e659eb698eda7d29fcd6bd1a06c6a8a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674227284679674},"components":{"alpha":1.0,"bonus":1.0674227284679674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674227284679674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5302,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf9bc09a3089757a7278c195eb8d29482ac9c5f6cbcf6d6c2ce6481b89f7dc18","formula_version":"titan-u-contract-v1","latency_ms":25.909041999994997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034089395134634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1967","prompt_sha256":"a0d3878c1becec14051741b32d16bf44dbdb55ac6f052daee64ac1abbe25915a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652428163627763},"components":{"alpha":1.0,"bonus":1.0652428163627763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652428163627763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4980,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b8957a49607e82c9177d468d61dd2931fe84e42aac15c9bb823175d1109a8c6","formula_version":"titan-u-contract-v1","latency_ms":26.11616699999786,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319094830294429,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2187","prompt_sha256":"425041ed4ebf16392cce196a8554d183c1eb1d7c94a1f5897b0b2ecd3946762d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064980985745755},"components":{"alpha":1.0,"bonus":1.064980985745755,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064980985745755,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4931,"eligible_count":122,"excluded_count":18,"feature_sha256":"0bbdd91bdcfce51f9222a1bf72e4aaccc6aabb14172b48cb2f11a205efc876e3","formula_version":"titan-u-contract-v1","latency_ms":22.804167000003872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316476524124216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2412","prompt_sha256":"49d45bc0ffc772dffc2a2392a83c05c0128bd1ce6eb01eb59d8b2105ff840283","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065417523790556},"components":{"alpha":1.0,"bonus":1.065417523790556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065417523790556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5011,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a7d786af2c598f03730522040631cb816cd1e355a03c577666f74317855a0e9","formula_version":"titan-u-contract-v1","latency_ms":28.617916999991166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2483","prompt_sha256":"812f2ca07ad17b39e38ae58ccf841eeef7fed43d1c2a86c1e259583d81b77f49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697875993918138},"components":{"alpha":1.0,"bonus":1.0697875993918138,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697875993918138,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5572,"eligible_count":122,"excluded_count":18,"feature_sha256":"71a3681a07a6f594ab193968f208bed23fc804f3e7a02ed2d6612acaca6b554e","formula_version":"titan-u-contract-v1","latency_ms":23.95458400000905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364542660584803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2163","prompt_sha256":"870e42c2c064e82f80aae4210d64929b19a7e7c3cacf59356dd3f060fbc99084","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685097098295362},"components":{"alpha":1.0,"bonus":1.0685097098295362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685097098295362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5435,"eligible_count":122,"excluded_count":18,"feature_sha256":"310c6d36b324cd547df94acbd7b418fa38bd1d5b792beab2070c5ac2e601ec7c","formula_version":"titan-u-contract-v1","latency_ms":26.994499999986488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351763764962028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2053","prompt_sha256":"8db9f778f03cc6a2ea9073d1e72f9e34654fbe8d15112ef04f3813eefb232739","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679760209152638},"components":{"alpha":1.0,"bonus":1.0679760209152638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679760209152638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5373,"eligible_count":122,"excluded_count":18,"feature_sha256":"abb6d5c2fef011a449e0ccf27bb78df6a9bf84a1e33b14f7901c8c2b5f23f956","formula_version":"titan-u-contract-v1","latency_ms":26.95820900000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346426875819303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1960","prompt_sha256":"8593bf1786f217fc7d0ff055696764b4d229276ede4d0817d2c937ff702ea0ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662131588008092},"components":{"alpha":1.0,"bonus":1.0662131588008092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662131588008092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5143,"eligible_count":122,"excluded_count":18,"feature_sha256":"57daeee8da9ed7b422b5d9f5207ac28812e0700edd0d771ec46b1be2a79108f0","formula_version":"titan-u-contract-v1","latency_ms":26.329790999994884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328798254674758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2423","prompt_sha256":"841032999cdfd029ea99940b6546d43f0a632bf7690c185296ba3b3bd1014ec8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667276040536309},"components":{"alpha":1.0,"bonus":1.0667276040536309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667276040536309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5213,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e564c47af6ca3c3b1eddb81f3f3c7df3adc15b462300f0928508a803ecfeca4","formula_version":"titan-u-contract-v1","latency_ms":31.429541999997923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333942707202974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1983","prompt_sha256":"563e4916c1c0fc6fca7637c74096c7cfafff58af38b052b89f129311b95e57e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666987771859493},"components":{"alpha":1.0,"bonus":1.0666987771859493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666987771859493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5208,"eligible_count":122,"excluded_count":18,"feature_sha256":"fde4f5b9ee2b319c14f83ac4e521db040d16483f8d4415b2d16c44ab7c3f4a6f","formula_version":"titan-u-contract-v1","latency_ms":23.89441700000816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333654438526159,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2350","prompt_sha256":"3fcb35b73296b4ad1b9ee9a2b594a0f2b1a9e200fc94b34b817dddfa559e501b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068914493920117},"components":{"alpha":1.0,"bonus":1.068914493920117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068914493920117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5480,"eligible_count":122,"excluded_count":18,"feature_sha256":"d33b2152058302c779d9bf360ba481d98d370d8be78aae10d2562d07211eda11","formula_version":"titan-u-contract-v1","latency_ms":27.22624999999823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355811605867835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2038","prompt_sha256":"22a0d34288b1602ce9db76a5bc831acbc7ccdc3b9b6b2dace41ac3a906254833","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664862868316687},"components":{"alpha":1.0,"bonus":1.0664862868316687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664862868316687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5179,"eligible_count":122,"excluded_count":18,"feature_sha256":"067262b83a18be5992b2aec3da2d0aba1413f6cddbf34527a2a99ca3c6d9c19d","formula_version":"titan-u-contract-v1","latency_ms":25.523457999995003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331529534983352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2528","prompt_sha256":"4eddd1687e3cd0ed5fc16e624a6840371cce0fa7d47989e49d6a0534f40d0d41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658253257452652},"components":{"alpha":1.0,"bonus":1.0658253257452652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658253257452652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5095,"eligible_count":122,"excluded_count":18,"feature_sha256":"88195c0abf82195f32b02745a9455a3f2913085fa9c6718a248a06de315a4912","formula_version":"titan-u-contract-v1","latency_ms":27.183332999996423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324919924119318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2579","prompt_sha256":"da5e9a92d9fb91ee4388eac44686d04a101e8d218cb8e14edee841645903c635","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150431},"components":{"alpha":1.0,"bonus":1.0648591456150431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4903,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a88ce0579b6ddecbd2711e07d7662a9dfd2a4d97435d9c574eaa0a262bc0270","formula_version":"titan-u-contract-v1","latency_ms":25.48283400000173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315258122817097,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2040","prompt_sha256":"b96bcbb150ce3bccb0100065f5e87430d06eda8deaa2c12c8d904f3c3b7d1f6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345866},"components":{"alpha":1.0,"bonus":1.0643379544345866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ee4d956accd32b82dd458b4c4a9a9ca40c697bcee34c881e3e6228ea263497a","formula_version":"titan-u-contract-v1","latency_ms":32.2247080000011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310046211012531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2166","prompt_sha256":"8d72472cfe5d1cf15a3fc423fb89fcb578726ceba88ca85aa9b5ca73fce079c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659453001033872},"components":{"alpha":1.0,"bonus":1.0659453001033872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659453001033872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5098,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecb71c1b890ce05c2b78185bd8bb4521f71ccd97e5fd57cf80808db3df9a3e8b","formula_version":"titan-u-contract-v1","latency_ms":29.922458000001484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2337","prompt_sha256":"dcb8d26cff010b44b61277d5a8c98fa89bbd42890d449e197f9798fa633d64c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714953081150191},"components":{"alpha":1.0,"bonus":1.0714953081150191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714953081150191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5736,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8a590195236d0ad9d39f126171454e959fec5d1bc8baf6bbbea5f25d222b93b","formula_version":"titan-u-contract-v1","latency_ms":25.24579199999266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381619747816857,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2210","prompt_sha256":"eb1b07367dd5c39b3ce2652db488bf9d1bbf7528389a034ba981ff4f41a89357","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396684},"components":{"alpha":1.0,"bonus":1.0645548365396684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"e966e8a01245be5d100d9c2a84cc30c48701af286078732692ff5ec14917c548","formula_version":"titan-u-contract-v1","latency_ms":24.586416999994753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031221503206335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2045","prompt_sha256":"677e2385168a8e309b51897ef3f55b6cf4b10ce822f0d4265a4aa5b7fa3beacd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687417982141432},"components":{"alpha":1.0,"bonus":1.0687417982141432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687417982141432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5461,"eligible_count":122,"excluded_count":18,"feature_sha256":"465feb328db83b9056a8611e5766589b48b449eb2e4344bce1917776edb4cb68","formula_version":"titan-u-contract-v1","latency_ms":28.091541999998526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354084648808097,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1996","prompt_sha256":"560b3e2d795528c6162954447da3b74382b195190167f65fb1c60b5c7650c795","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065539860968373},"components":{"alpha":1.0,"bonus":1.065539860968373,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065539860968373,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdcea2632e20d7a04ee05952aa2e7857fe3dcc2fb04f2520eb77baf655d8947e","formula_version":"titan-u-contract-v1","latency_ms":23.537708999995743,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322065276350396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2241","prompt_sha256":"896358dbb9cbce0b28a60553ef0b3e316ad452596b40843c7b2cda40005e6883","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094744},"components":{"alpha":1.0,"bonus":1.0641355977094744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"29650fdf6ff99820afd7b725ca39e8060999ecb722047963c8ca711c8b21bf4f","formula_version":"titan-u-contract-v1","latency_ms":23.186124999995172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030802264376141,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1862","prompt_sha256":"a3ffab3ec1f6f41ababa06de3f19d31301c0f6c7757d889bb279a289b63cc35c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb0ba3064b8cd6eeb54ed510044c272cbc08395ad6ffedb4c80f18802f42f705","formula_version":"titan-u-contract-v1","latency_ms":24.468333000001508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2088","prompt_sha256":"c45924f4e6639a173694a4744ed45c5d1b1fd44c91f58d1553f9bd07201916dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686251425605238},"components":{"alpha":1.0,"bonus":1.0686251425605238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686251425605238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5448,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbc96dc1463472ac9e0ee664f3d09103b987214d34cffb3d37856ec429490b03","formula_version":"titan-u-contract-v1","latency_ms":25.455249999993157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352918092271903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2435","prompt_sha256":"61b71c1a46f4b1a51915ec438a12faec85f1f75291b78eb751c0087819787d79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"343330eaa2e8a26e3bb2267de9ce343124bfa48f950f697b0bcf559b92f16d84","formula_version":"titan-u-contract-v1","latency_ms":26.644082999993657,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2292","prompt_sha256":"1adfcac3b1acdeeb3f29fe47514986656b1d806fe80d46bd92bd84ea1817c3c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066035386519838},"components":{"alpha":1.0,"bonus":1.066035386519838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066035386519838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5112,"eligible_count":122,"excluded_count":18,"feature_sha256":"43c05cbffce22e560a04df175b6467397b42474b0459b6d9197059723769c484","formula_version":"titan-u-contract-v1","latency_ms":26.728582999993478,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327020531865045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2361","prompt_sha256":"ed1eab4e70fa944377f7ee440f95a1818aed7df1f9f3dc09ca3df441f7fa61c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069258285565279},"components":{"alpha":1.0,"bonus":1.069258285565279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069258285565279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5517,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a273cbeb32fab3bab914c8b66df31069bd6291263c2f01c5f88538f9477771b","formula_version":"titan-u-contract-v1","latency_ms":29.091167000004248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359249522319456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2569","prompt_sha256":"0773a9164d5acd2ce9c8627c2134758592bdc8890c656513cc80eeceef1da1f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649043420948663},"components":{"alpha":1.0,"bonus":1.0649043420948663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649043420948663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4914,"eligible_count":122,"excluded_count":18,"feature_sha256":"e02cdb97055473d20642480c6db366874d2b605b06a353d1a10d4f7f7abcd3a6","formula_version":"titan-u-contract-v1","latency_ms":26.424292000001515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315710087615328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2400","prompt_sha256":"f4342138a8758347beb8bc4eaebbed1ebc0997840c926925ee1204c374e6f2a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070186260803464},"components":{"alpha":1.0,"bonus":1.070186260803464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070186260803464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5612,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3636b4b33e82d4e493e950c0296bdd97a598546dfeda4be7bbd741c4e0bf8e8","formula_version":"titan-u-contract-v1","latency_ms":24.866583000004994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368529274701306,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1886","prompt_sha256":"4ed9401a5f9ecb06e2a73529f8801e4acfaccc47cd00143f397c0a36e1be6172","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705134902524582},"components":{"alpha":1.0,"bonus":1.0705134902524582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705134902524582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5644,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6674aee1f71c685ef4e3ef63b18143da364c1d5e6cc950aa3aea8835a5a4995","formula_version":"titan-u-contract-v1","latency_ms":27.69104200000072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371801569191248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2429","prompt_sha256":"936af92e956aa4dd75ed082160f346a4a0a901122a4fa33a269746722be2d9fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649399044077559},"components":{"alpha":1.0,"bonus":1.0649399044077559,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649399044077559,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4922,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fbc94d398c46309ee3964ecb0fd5439d31774b09f4e572e5652c34018c59f9d","formula_version":"titan-u-contract-v1","latency_ms":26.192166000001293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316065710744224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2466","prompt_sha256":"758c031038a91922da9f09f524b04f8e854abcacd1f67e3bad68ee59d43d84aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710395395654169},"components":{"alpha":1.0,"bonus":1.0710395395654169,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710395395654169,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5694,"eligible_count":122,"excluded_count":18,"feature_sha256":"d261d52087cd8782da6e3474b5775eddcce589ce880a5d0434e8bd2113e6f9c4","formula_version":"titan-u-contract-v1","latency_ms":25.741375000009725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377062062320834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2609","prompt_sha256":"24d1c6527455020dcfd8574e02ea0a9595d1f675ff7414189b1f537d63a5560d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659071290748083},"components":{"alpha":1.0,"bonus":1.0659071290748083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659071290748083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5092,"eligible_count":122,"excluded_count":18,"feature_sha256":"56e9631709678b7dde9c84ad40e46c447f4c524c3cf34216aa3241b942fdea68","formula_version":"titan-u-contract-v1","latency_ms":27.182874999994056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032573795741475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2000","prompt_sha256":"a2d9c257f6cdd78583bd4ff62d1ba44c1c543b86066380e4ef364ae15fa6d6e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732746655970689},"components":{"alpha":1.0,"bonus":1.0732746655970689,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732746655970689,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5892,"eligible_count":122,"excluded_count":18,"feature_sha256":"49e3ca796280abdeaa8decba8c4429164e8ed0557fb8f330b2abb07354bd9a58","formula_version":"titan-u-contract-v1","latency_ms":28.51704100000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399413322637354,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1899","prompt_sha256":"45128210de9d3478ce4164d4d967a62608262a558af9f43aa4f9222ed1422061","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720657629082275},"components":{"alpha":1.0,"bonus":1.0720657629082275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720657629082275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5787,"eligible_count":122,"excluded_count":18,"feature_sha256":"41f4d2853639ce7e37f85b2859ccf64d582d7dcd5bffb2b327b8140c6f487cd3","formula_version":"titan-u-contract-v1","latency_ms":24.54479200000037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038732429574894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1954","prompt_sha256":"19eeef3990cb11aa84bdf06402415e1b3d1e372b59add56f1b4d7aa32ddae2a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715173273505658},"components":{"alpha":1.0,"bonus":1.0715173273505658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715173273505658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5737,"eligible_count":122,"excluded_count":18,"feature_sha256":"1559e78a13eec9a5136f3c4d07940f0a2128f1450e800f6c0a1a40ede8ff1ddf","formula_version":"titan-u-contract-v1","latency_ms":25.240207999999598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381839940172324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2613","prompt_sha256":"21020ec9a5e3566e3e3a34a65eb7398f7b5946d9b0c4660ac328e68816f2ecb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653040059062953},"components":{"alpha":1.0,"bonus":1.0653040059062953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653040059062953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4990,"eligible_count":122,"excluded_count":18,"feature_sha256":"73ba9929b231a445b9cfa99a8353f8952c4909867927db82d5b96357fb711df7","formula_version":"titan-u-contract-v1","latency_ms":32.72795799999528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319706725729618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2595","prompt_sha256":"57f49c2ca3abe1eed83364619bf2d1220749ef5a00bdcae2c05d3a7a014c9ee9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699655696855388},"components":{"alpha":1.0,"bonus":1.0699655696855388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699655696855388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5590,"eligible_count":122,"excluded_count":18,"feature_sha256":"c59a205cd8fdb0afb921a8d4491a3741310f5094d0433d910de9d56affc3687b","formula_version":"titan-u-contract-v1","latency_ms":26.003583999994362,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366322363522054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1900","prompt_sha256":"0bb5f14db69c0facf8b72f8d4f8e4715a33e16b3238612d2f73c6a9399f35be1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795331781897672},"components":{"alpha":1.0,"bonus":1.0795331781897672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795331781897672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6346,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8f5044eede03cf75ca9855e3a4bc6c5e2ec2a622f945e65070ddfe9acf9d3b0","formula_version":"titan-u-contract-v1","latency_ms":24.997041999995417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461998448564338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2565","prompt_sha256":"c0e5fdab4247cd0d2c861e7fd8e157fa99a0f5839355ac1f23415c20a94d7588","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714184669166384},"components":{"alpha":1.0,"bonus":1.0714184669166384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714184669166384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5729,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb53a7d65fff788099c20d1e2858b492bef99357c2a095af505e3201d32c247d","formula_version":"titan-u-contract-v1","latency_ms":28.626500000001442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038085133583305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2428","prompt_sha256":"a401ca589401098405407c0df7a5b10816a9813f5b4ca4e8c202d17c2fbe99eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06546374879674},"components":{"alpha":1.0,"bonus":1.06546374879674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06546374879674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5019,"eligible_count":122,"excluded_count":18,"feature_sha256":"724d0a46b8a4f540c02058b5df70a36503ac353670d4e37a88e9028b672d65e1","formula_version":"titan-u-contract-v1","latency_ms":25.941541000008783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321304154634066,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2362","prompt_sha256":"95605ed8e6d5280b4f172ea3df2c398e1872ea9277ee935420e2b1a1bc9b1c28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688596763899834},"components":{"alpha":1.0,"bonus":1.0688596763899834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688596763899834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5474,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e0cfdd094c8092be89f738afc6f0953313aee733faa92c6cacb0637378b0dd5","formula_version":"titan-u-contract-v1","latency_ms":27.596040999995353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03552634305665,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2281","prompt_sha256":"dc9348359c8dfcab9296c6f7aabfedab55bf8652d2b54d027c65502792f2c906","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657817883190264},"components":{"alpha":1.0,"bonus":1.0657817883190264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657817883190264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5072,"eligible_count":122,"excluded_count":18,"feature_sha256":"792804b22c1a1d02c6e9ff0e405748722b955108aaad033cc8c971c8cb5bd401","formula_version":"titan-u-contract-v1","latency_ms":26.3409580000058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032448454985693,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2061","prompt_sha256":"4c83fe60f6348b9e3a8d9b414f36aac588b156e0cb11553c60d2e983eefa1a53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560632},"components":{"alpha":1.0,"bonus":1.0646607477560632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"deded238864b8ea51f77865432fe3a6baad16aca376f9dc1463880a4b45d1aff","formula_version":"titan-u-contract-v1","latency_ms":26.999957999990443,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313274144227298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2394","prompt_sha256":"d590ab44c09bd8df15b4ec85a4bb7a77aa383aeea829bef97eda60a6991bb7f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655398609683746},"components":{"alpha":1.0,"bonus":1.0655398609683746,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655398609683746,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"568feada7dcf5e8ec4a9b3acdfaeed264dd2be9d30bd7ce35bcee297304bc506","formula_version":"titan-u-contract-v1","latency_ms":33.64387499999566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322065276350412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2544","prompt_sha256":"acba8885d1f77accc0c080097778d3996149aee0c52845bd23fc1649f0140a70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066756547319959},"components":{"alpha":1.0,"bonus":1.066756547319959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066756547319959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5211,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4ff26a557872c2a3544a1a0ea1cd3d36d177622f62153a6b700823ab6d1bda1","formula_version":"titan-u-contract-v1","latency_ms":25.439458999997555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334232139866255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2583","prompt_sha256":"76537e6f885af100d899db55ee17ef3bea9b64de3da4de420183945f0962cfeb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653945865265129},"components":{"alpha":1.0,"bonus":1.0653945865265129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653945865265129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5015,"eligible_count":122,"excluded_count":18,"feature_sha256":"c955ab285701a09a8e54debcf01b6b6e9b64bcdbfa32f1197bcde7cea495e841","formula_version":"titan-u-contract-v1","latency_ms":33.426792000000205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320612531931794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2168","prompt_sha256":"6cd6a14d7f99365b0c5e7df919db7db8c956048d81d9e74d350dc264e81a440b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738017886230216},"components":{"alpha":1.0,"bonus":1.0738017886230216,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738017886230216,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5933,"eligible_count":122,"excluded_count":18,"feature_sha256":"451213dc34d4117bbd205dac5e8b090008f91fa208d84675ce96dc98df0a218e","formula_version":"titan-u-contract-v1","latency_ms":29.741457999989507,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0404684552896881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2209","prompt_sha256":"6aa3b3059a05ae75800cc04c4f55a642017bbc9fbb165fce5b3710d4414cf228","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651879565656477},"components":{"alpha":1.0,"bonus":1.0651879565656477,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651879565656477,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4966,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb0c4a81c3d60d80b3063afa106a60ca908b60d99a6b259a9ed13312c18bc9fd","formula_version":"titan-u-contract-v1","latency_ms":29.766500000008023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318546232323142,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2049","prompt_sha256":"b3e500291107aab13712617466bc1b9c4d86330406d59a56dc0cd5f727a7a381","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071082400103979},"components":{"alpha":1.0,"bonus":1.071082400103979,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071082400103979,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5698,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e7020b98f1b66a351ec8c74914efbb4337d0e3c387cb8f1c90a806ea25c8f3e","formula_version":"titan-u-contract-v1","latency_ms":29.906584000002567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377490667706455,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1970","prompt_sha256":"45e8c8decb2738130f430fcf522df9454705ee66522936afeb953fb5350ae865","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a34abccfa7d73e8d7082d05465fb2b6644cab19a427b7f933a4f8369c94965b","formula_version":"titan-u-contract-v1","latency_ms":27.20250000000135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1945","prompt_sha256":"7c93b1dbce48f511f76462e97b490f9e3c41591cec8369ff466e0ba2f25e20d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065182510769868},"components":{"alpha":1.0,"bonus":1.065182510769868,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065182510769868,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4969,"eligible_count":122,"excluded_count":18,"feature_sha256":"327248174afaa12efd8f3b6e514efd6de4bf90562bd214f5a7c23612f9e286d9","formula_version":"titan-u-contract-v1","latency_ms":37.325667000004614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318491774365346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2336","prompt_sha256":"aebe436cafa220644870ace5990da7acc6626c6988b358a3615fdcdfea5c8717","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065611213253924},"components":{"alpha":1.0,"bonus":1.065611213253924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065611213253924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"098f8c0dce99a77949ccc3be257224805ff0721c595f2b685edfb983cc8603c4","formula_version":"titan-u-contract-v1","latency_ms":28.315499999990834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322778799205905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2140","prompt_sha256":"8f6f5c4fe269b4e199142fe98f6e4566f89971b3400318db5ed0fd6f2f05a3f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879315},"components":{"alpha":1.0,"bonus":1.063800266879315,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879315,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"e12dcb1f201a8061517e6e12c1974f5f5228d97cad8dd52ea67e42ee9cd068be","formula_version":"titan-u-contract-v1","latency_ms":30.13633399999094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459815,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2426","prompt_sha256":"e165a753a33006f9e02caf9ad74e9ebae3bfae20d150965a09618fb72877c7f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326714},"components":{"alpha":1.0,"bonus":1.0642845638326714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"44793302008a18a7aa0e37e5a869aa0825cef7f6360b3660592ff45854382ae5","formula_version":"titan-u-contract-v1","latency_ms":24.459916000012072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030951230499338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2046","prompt_sha256":"6fd17f2ed11118d84d682bb72203aa32df6b24bc84a39210fc0ac4edfaade673","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648442117570531},"components":{"alpha":1.0,"bonus":1.0648442117570531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648442117570531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4903,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8597c13b1645da51397b1aef850231425bb054783d0ea6fd8e961ad86438308","formula_version":"titan-u-contract-v1","latency_ms":26.17804200001217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315108784237197,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2550","prompt_sha256":"6d78b0f8769cc43bc48ad051537fc386dc313812337faa46a29467a6c935d1de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709541634974393},"components":{"alpha":1.0,"bonus":1.0709541634974393,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709541634974393,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5688,"eligible_count":122,"excluded_count":18,"feature_sha256":"4754fd6a863bd5858e595b255d61189bfe3d4d6bd5bb1d8930c762e5f6d8461a","formula_version":"titan-u-contract-v1","latency_ms":23.890000000008627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037620830164106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2183","prompt_sha256":"753d000f23931d326f51b040c246055f32bb64ac4b0da569d169460a3a5a6d18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dce7e952d9901c8a5293c9682667b0b4f169da1cf6cfb54064b439c1109a116","formula_version":"titan-u-contract-v1","latency_ms":30.02095799999438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1990","prompt_sha256":"69680c938e1fba9faf25cbf99b2858bea0505a1715691941ee4f271680b7faf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066641472684238},"components":{"alpha":1.0,"bonus":1.066641472684238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066641472684238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5200,"eligible_count":122,"excluded_count":18,"feature_sha256":"b75e1f8d9d40cef94fa806f17363039a0ddb7032b614e9ba749e0d603336152b","formula_version":"titan-u-contract-v1","latency_ms":23.45250000000476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333081393509045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2459","prompt_sha256":"8a6b507e5368fb2f2337f6de7af6b5732d99d64d8621919624ac27f4a147334b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647998051277057},"components":{"alpha":1.0,"bonus":1.0647998051277057,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647998051277057,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f33a0a6f33caa75fe1d63dbc94ccdbcac8a00d9e1682d7fcd53a0eba18eee02","formula_version":"titan-u-contract-v1","latency_ms":29.123708000000192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314664717943722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1871","prompt_sha256":"565455a52f672fe011cf09086ff8df1c76a26a5a604d19ed4bcbe5fa7bfbddd9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06434627823843},"components":{"alpha":1.0,"bonus":1.06434627823843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06434627823843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"1747f507db0e8348778be05ca4625c3dcc2dc346bf386ce7c719b374b7bbafe9","formula_version":"titan-u-contract-v1","latency_ms":40.25195799999892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050967,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1883","prompt_sha256":"4a479763835b6da55c3e6eeb09b8a70923a32700a734ae4d9946311e0a43cf98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670222730805574},"components":{"alpha":1.0,"bonus":1.0670222730805574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670222730805574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5263,"eligible_count":122,"excluded_count":18,"feature_sha256":"40839756ca7dbb7e216e0624867b82b19b2f89662e2a25bccc309a63233d546a","formula_version":"titan-u-contract-v1","latency_ms":29.884917000003952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033688939747224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2047","prompt_sha256":"f4a3e6ba51bde446b911ce2264981b26ba12227586810b811dd7c350db56e935","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06609405366037},"components":{"alpha":1.0,"bonus":1.06609405366037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06609405366037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5121,"eligible_count":122,"excluded_count":18,"feature_sha256":"f241053dc9a6f576d057ef5028f96cf400b4203175adfb58260fa621a969a32d","formula_version":"titan-u-contract-v1","latency_ms":27.327458000002025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327607203270366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2116","prompt_sha256":"208deaa46170fe79579b3cfbbca01e31ef2d8455df9e34e2a9e60082143a8022","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661203174360763},"components":{"alpha":1.0,"bonus":1.0661203174360763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661203174360763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e4dcbf174ee9d12dc085110ff449572ae746f563435579779e9944120fa2b4f","formula_version":"titan-u-contract-v1","latency_ms":24.949542000001657,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027428,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2325","prompt_sha256":"73821352f28d9ca68524d8016c162125f3ee9f62e0f781565c0fb19e75521d63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662198449721803},"components":{"alpha":1.0,"bonus":1.0662198449721803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662198449721803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5140,"eligible_count":122,"excluded_count":18,"feature_sha256":"62748979887654caef8d9e4882f3ffac74c330ea5841e490bd202692845cd1e4","formula_version":"titan-u-contract-v1","latency_ms":31.734749999998257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328865116388468,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2254","prompt_sha256":"ff51651856a3576b693b2ee89e4bc2960a83fac97dffc253fcb215a88829dfb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722830527955296},"components":{"alpha":1.0,"bonus":1.0722830527955296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722830527955296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5806,"eligible_count":122,"excluded_count":18,"feature_sha256":"a064d1561e7cf99dfb2e77831dc19e8481ebfc2e7e788b82275166547ca58e4f","formula_version":"titan-u-contract-v1","latency_ms":26.861874999994484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389497194621962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2126","prompt_sha256":"9213e343e12a5fa57390c3e593ada2ff469d07251261b02736bdc3c938386d1b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661998083145579},"components":{"alpha":1.0,"bonus":1.0661998083145579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661998083145579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5137,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b665bcc1ce99e951944637979543fe57e5af0fce31574d949ebf58e7f4bada3","formula_version":"titan-u-contract-v1","latency_ms":28.216125000000147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328664749812244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2598","prompt_sha256":"8f0d2299430dc5e7fad73d6a31d76c284763adb5b763fee72edc97d4f511224d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650382365495146},"components":{"alpha":1.0,"bonus":1.0650382365495146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650382365495146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"c69ee30a90db84aee6858512efeed896ab357a383954894fe62953e766ac8a55","formula_version":"titan-u-contract-v1","latency_ms":34.2144579999939,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317049032161811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2545","prompt_sha256":"551b5b56bd6aeb01d973a119d9a0f98830569b3fd049bb4d29d9e1cfc963cd92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065253875990367},"components":{"alpha":1.0,"bonus":1.065253875990367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065253875990367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4988,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcb37b396066a32a9a318eed0ec71b8a31e8c386ca9297cd97bf1db4acb73869","formula_version":"titan-u-contract-v1","latency_ms":29.630083000000695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319205426570335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2178","prompt_sha256":"7396bb2241d74fee12aec52584c4c991642e237c4492f5a026985b2fba145238","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652428163627765},"components":{"alpha":1.0,"bonus":1.0652428163627765,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652428163627765,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4980,"eligible_count":122,"excluded_count":18,"feature_sha256":"26a68d5be5e5fe9cfbb52b3b9c8344d10b80014995a94e00f63fe5f6014e80dc","formula_version":"titan-u-contract-v1","latency_ms":22.67079199999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031909483029443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2425","prompt_sha256":"22598afef0d7c2933186a30ace0b25c6e1c0837c1c28194db7e0eb7a3e348ae1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764126800686158},"components":{"alpha":1.0,"bonus":1.0764126800686158,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764126800686158,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6132,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8cb189b0b9d48ebd8a3bea1e3f1584a4d68f23f3a6b8f714e364423271582fd","formula_version":"titan-u-contract-v1","latency_ms":24.676499999998214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0430793467352824,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1938","prompt_sha256":"2b417385d537cc608dad1da6cfb48edf450ca6a087ebb111182124b7fd58ac42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07631606940062},"components":{"alpha":1.0,"bonus":1.07631606940062,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07631606940062,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6125,"eligible_count":122,"excluded_count":18,"feature_sha256":"60eb507978ef0ba47218db0385fcb96dd561aa05942389258db8ce678be7cce1","formula_version":"titan-u-contract-v1","latency_ms":34.37629200000458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429827360672865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2433","prompt_sha256":"2b402b45d6caee67a6d64b1bbf3b11b427c7e011c23d25ab737db30f3112b88b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655813554112128},"components":{"alpha":1.0,"bonus":1.0655813554112128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655813554112128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e18a305791888205716e85c21ef198590b4744f4a3b34b679ad35ef5b8ed839","formula_version":"titan-u-contract-v1","latency_ms":26.74874999999588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322480220778794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2130","prompt_sha256":"5c192e4a0f867d33ebcd8c6cf8dffcbdb5905c5e034ab5ff7e394e2d99b61b7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663756373811244},"components":{"alpha":1.0,"bonus":1.0663756373811244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663756373811244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5162,"eligible_count":122,"excluded_count":18,"feature_sha256":"249b0752644e5636d5812bde08df7e104479689b692c0124cd609d0940eec4cd","formula_version":"titan-u-contract-v1","latency_ms":26.25712500000077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033042304047791,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2106","prompt_sha256":"53053763aa5311abdb68a7a33b2c9a9a97ebd925959e338365f016f5ac24d732","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647656762464217},"components":{"alpha":1.0,"bonus":1.0647656762464217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647656762464217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4888,"eligible_count":122,"excluded_count":18,"feature_sha256":"210df4d5dafe4f05de273bdc91fb55d5b7a3fc3ccc3d582ce5fabdb581cbea8c","formula_version":"titan-u-contract-v1","latency_ms":25.508500000000822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314323429130883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2581","prompt_sha256":"bd82a4d58bb924f38c8bcf52e31cd1c321e3f9d121892b9e247025e095c02941","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676774},"components":{"alpha":1.0,"bonus":1.0651123803676774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4955,"eligible_count":122,"excluded_count":18,"feature_sha256":"32eab212d060d2152ab436f0672b3b9b54185233a8f0068bcc616a976ae69792","formula_version":"titan-u-contract-v1","latency_ms":23.079832999997052,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031779047034344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2342","prompt_sha256":"7a7eba71eba69c21161bd38367d35bc4eff489131e0ad43e96755defcc80c121","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068741798214143},"components":{"alpha":1.0,"bonus":1.068741798214143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068741798214143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5461,"eligible_count":122,"excluded_count":18,"feature_sha256":"506c3b2490817f71a8c9d071c667a7f2611f642390f3056be632452a55a6815a","formula_version":"titan-u-contract-v1","latency_ms":25.182291999996664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354084648808095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1961","prompt_sha256":"95a6643c6a7299f0c4f0aa8cddc7d5b792052adc40241c9dd4ffd63f13e7d7ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738390569878244},"components":{"alpha":1.0,"bonus":1.0738390569878244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738390569878244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5936,"eligible_count":122,"excluded_count":18,"feature_sha256":"17c711ff15ec6167d88a836c63c4d39939fa97289433062f89ad069572bcb09b","formula_version":"titan-u-contract-v1","latency_ms":25.802374999997824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040505723654491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1968","prompt_sha256":"4457ae8ec27d5167db28fcf5829c43854fd2970d82254863fc3037eb2a09d525","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309067},"components":{"alpha":1.0,"bonus":1.064751159309067,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309067,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7ee9a871f51721370928bd178d955bbdaed91910a1614df9ad00b104b0d2e82","formula_version":"titan-u-contract-v1","latency_ms":22.962625000005232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757336,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1901","prompt_sha256":"cf14f1ca700377f11e7da94f6ba16c9bb41494d83c05edecbc099a38c0fd0a48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068085615862558},"components":{"alpha":1.0,"bonus":1.068085615862558,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068085615862558,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5386,"eligible_count":122,"excluded_count":18,"feature_sha256":"e905424dbb56ce2c42fc78f8fa6c2085734b0d64ef462779225b2d1ac3544244","formula_version":"titan-u-contract-v1","latency_ms":23.301249999988727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347522825292246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2512","prompt_sha256":"e4c509069c2f1140b40c8ed61c9b973c03c5de4cdb51617f77de5d301fb47ae3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065659365281655},"components":{"alpha":1.0,"bonus":1.065659365281655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065659365281655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"28c697d11e738a726bb88e256c446e61e51d91d5f88b71aef877943221fa8330","formula_version":"titan-u-contract-v1","latency_ms":26.55687499999715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323260319483216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2488","prompt_sha256":"57780629381f701b23a5e81b71877aafb539ea5e4e09a6dc30e864002413a454","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665352820289162},"components":{"alpha":1.0,"bonus":1.0665352820289162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665352820289162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5193,"eligible_count":122,"excluded_count":18,"feature_sha256":"204f14dbc16ffaee1783044999bebac8b65a7529d66d0e05000a62ba7e04cc64","formula_version":"titan-u-contract-v1","latency_ms":26.972917000009033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332019486955828,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1981","prompt_sha256":"fe2fafcdfcf12e57c8c9c50b56ca77e9423005fdbaf57dcd48b77f6c4196c34e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666700667263518},"components":{"alpha":1.0,"bonus":1.0666700667263518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666700667263518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5207,"eligible_count":122,"excluded_count":18,"feature_sha256":"4031ede79892434b948ff4abd6168a55fdd29d1319dbf83c05ff0e046ae01453","formula_version":"titan-u-contract-v1","latency_ms":25.13420900000085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333367333930183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2151","prompt_sha256":"1159288a4728430905771c3561e5593e79f2e306b8464cc8edfcb0d858ba7d94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590145},"components":{"alpha":1.0,"bonus":1.0654753780590145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5021,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee663378156f06f3cd16df856dff7f27f7721db223ab9ccfdef8cb8a770d978a","formula_version":"titan-u-contract-v1","latency_ms":25.639707999999928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032142044725681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2224","prompt_sha256":"0775709eb59d543ab3c6dbeff352dd4f12db80f3bf3c5d3ef4aeff14343215d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922887},"components":{"alpha":1.0,"bonus":1.0650751293922887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f27977fea32b84b82246b998c0cf6bde1e158b950c1d358cecb093d51e657ca","formula_version":"titan-u-contract-v1","latency_ms":25.65333299999395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317417960589552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2101","prompt_sha256":"0f95b617b6f9d42dc721578691d85e5b1c25ce41d5466e15a5f83863206d28ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695925954832055},"components":{"alpha":1.0,"bonus":1.0695925954832055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695925954832055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5592,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d3e16712861727d14fcb16a3122ba7b6370cc457d8331b9138f0d031f781a5f","formula_version":"titan-u-contract-v1","latency_ms":24.7345829999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036259262149872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2199","prompt_sha256":"a6f3c3400b45c6a410629c50d0852f45f26881f72a029da2537dcbe73634a2a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064914466195525},"components":{"alpha":1.0,"bonus":1.064914466195525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064914466195525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4912,"eligible_count":122,"excluded_count":18,"feature_sha256":"e34694164ae1e0de431bcbbb2814a3cc83ceb17edf768b7e73f2da57314d5361","formula_version":"titan-u-contract-v1","latency_ms":22.961917000003496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1935","prompt_sha256":"b3bdc5bdb70fc7e2308e58f30ff0d8ab69f7b6e05d193ff22202eae200c3c452","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067105346398611},"components":{"alpha":1.0,"bonus":1.067105346398611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067105346398611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5264,"eligible_count":122,"excluded_count":18,"feature_sha256":"50e57db7f5d194fccf56c1b20e0fa69f36a58f80db57ebea7816b310983809c3","formula_version":"titan-u-contract-v1","latency_ms":26.067209000004254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337720130652777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2506","prompt_sha256":"76c0763b076ba0ee31205c6064d69c27f52f9ec39f7edee98e28c348cd9758a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653434048758643},"components":{"alpha":1.0,"bonus":1.0653434048758643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653434048758643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"63539c5a9d1bf8337c39df6a457e2b760cb579577ad90b0faff4adb8825a710a","formula_version":"titan-u-contract-v1","latency_ms":25.55979099999206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320100715425309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2104","prompt_sha256":"51f46d7d4f3d2b9dee2c69a2bad476495fe2cb67f84bc47c407d877d11f66480","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684129914562532},"components":{"alpha":1.0,"bonus":1.0684129914562532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684129914562532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5424,"eligible_count":122,"excluded_count":18,"feature_sha256":"c027ec1d98ea94ac5ed26e047f90c8163e58dad0e9267021b1b5210f9f769f79","formula_version":"titan-u-contract-v1","latency_ms":24.61316699999827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350796581229198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2614","prompt_sha256":"d77e4070ba5d6f4ed9865aa3f3a96da27d52c74b3df190efbc0fb56cb8dfe97c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646420503213743},"components":{"alpha":1.0,"bonus":1.0646420503213743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646420503213743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4862,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbf99c23c773723bbf70aa307780cf8558c8c0a4369d282c8c49d1df41cdab23","formula_version":"titan-u-contract-v1","latency_ms":25.481124999998883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313087169880408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2357","prompt_sha256":"f1a44ffca41ef1406c13bc9c5ff734563fdc8488ece0acfa029a64011708ded3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0735795266304213},"components":{"alpha":1.0,"bonus":1.0735795266304213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0735795266304213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5915,"eligible_count":122,"excluded_count":18,"feature_sha256":"65a5e164b939e109b17df6243154a4835bea4d97dbfa5b12263a166e7ee69c22","formula_version":"titan-u-contract-v1","latency_ms":27.159832999998912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040246193297088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2328","prompt_sha256":"eedde4e2731d95932163329d56fbc76f66145f69f14176b72f2ea8481a7bfda8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665493461685214},"components":{"alpha":1.0,"bonus":1.0665493461685214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665493461685214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5188,"eligible_count":122,"excluded_count":18,"feature_sha256":"adb42697848f321d930bde012dea7d9c4525c492827956efca56202ec26a5c3b","formula_version":"titan-u-contract-v1","latency_ms":27.97712500000671,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033216012835188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1986","prompt_sha256":"c2e12e5c9fd1c2b5dfdf3c4249a4834ea3d93810e7af26ae67a13e5a8435534f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653208473565605},"components":{"alpha":1.0,"bonus":1.0653208473565605,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653208473565605,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4992,"eligible_count":122,"excluded_count":18,"feature_sha256":"86d26d4df97366052a1f59e1c98742a7bef68891ec9c0b4011a851eddde687da","formula_version":"titan-u-contract-v1","latency_ms":21.820167000001334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031987514023227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2169","prompt_sha256":"1591d4e54548b64807cdcef6bff48bc52bbb4ec708e41c9df042808cde291b27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697875993918138},"components":{"alpha":1.0,"bonus":1.0697875993918138,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697875993918138,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5572,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a448d6c8046c4f7c84fa03aa78f29602300e957e8db1a433e17a7d24a3aa88c","formula_version":"titan-u-contract-v1","latency_ms":25.496750000002066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364542660584803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1947","prompt_sha256":"6a5450a0dc102b44fc10863a64a3ef1db6ff28338dde4ce6d4ef982d3e15e07c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668587652543329},"components":{"alpha":1.0,"bonus":1.0668587652543329,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668587652543329,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5231,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a5e8325547bb1054442584b580dec61afc38b2064b8fa2fdb891affeccf98ad","formula_version":"titan-u-contract-v1","latency_ms":24.13925000000461,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335254319209994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1903","prompt_sha256":"31243e213017f5723f9a1161a4d725a430b2b371de8982532078b5d96a14b432","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706798694346036},"components":{"alpha":1.0,"bonus":1.0706798694346036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706798694346036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5660,"eligible_count":122,"excluded_count":18,"feature_sha256":"00dd478adf5935bc1935d3dc15e0e7744d798305eb3119d4792a597b0c770719","formula_version":"titan-u-contract-v1","latency_ms":25.555208000000107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373465361012701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1893","prompt_sha256":"5838f9ca5c91d9837d626ffd701fdeee4f8bc6d93fed67089348e8be54388dc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687960516394133},"components":{"alpha":1.0,"bonus":1.0687960516394133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687960516394133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5467,"eligible_count":122,"excluded_count":18,"feature_sha256":"439536d449a8e0557aa7abf5957f4f470ade1b28fadfdc1c2e2132e2dad51343","formula_version":"titan-u-contract-v1","latency_ms":23.90558300000123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354627183060798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2530","prompt_sha256":"304d8fc173e34e72b372acad08e1f137ab61d8582f8ab4e985111f759b47463a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06621984497218},"components":{"alpha":1.0,"bonus":1.06621984497218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06621984497218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5142,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac767152ff5df913f7daa6fb2bfcb591897d41e699f0ceaa567c7bd5206dd4e5","formula_version":"titan-u-contract-v1","latency_ms":23.69804199999237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328865116388466,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2271","prompt_sha256":"e644e61acf2f83ac21dd1acef54936117f10e430da53cf840ac5658a467861ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069679990113866},"components":{"alpha":1.0,"bonus":1.069679990113866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069679990113866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5559,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3048081bf442e96f8ed2b92199f487896a9b77480c3f33bb58280270ef02cd4","formula_version":"titan-u-contract-v1","latency_ms":32.30887499999824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363466567805326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2287","prompt_sha256":"6feb96ad1712d7d800c9f096d84881cf6ed2761aeb965f96a529b78ab3f3b32b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706485330163211},"components":{"alpha":1.0,"bonus":1.0706485330163211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706485330163211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5656,"eligible_count":122,"excluded_count":18,"feature_sha256":"28cacced58c13319f30f81062022bcbb1cb27029eff8e45f2001c73cbcbd922f","formula_version":"titan-u-contract-v1","latency_ms":26.49704199998837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373151996829877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2434","prompt_sha256":"9f4c76eb4fb73969042f951823656354b6951c822d1de4b66f565c384774b36e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890745},"components":{"alpha":1.0,"bonus":1.0649094004890745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ad43e560d3e5b305f5a17bbfc42a2da03badcbb191f738b85073be129807509","formula_version":"titan-u-contract-v1","latency_ms":33.1331250000062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031576067155741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2090","prompt_sha256":"23ce53a1f21cc65bc47e5c820226de1e7806c5fe7cc345a11bbcb966038fc924","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678676511218514},"components":{"alpha":1.0,"bonus":1.0678676511218514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678676511218514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5360,"eligible_count":122,"excluded_count":18,"feature_sha256":"be18f4365385815a74faeef9af214dbff75b25d541dfe21f1e666541a836cb6b","formula_version":"titan-u-contract-v1","latency_ms":34.96420900000885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034534317788518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2393","prompt_sha256":"9c486ba798ea0da3c06ba9e6766613a81c5d8e7b9ad3094969b8c70a112ab214","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684480604187083},"components":{"alpha":1.0,"bonus":1.0684480604187083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684480604187083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5428,"eligible_count":122,"excluded_count":18,"feature_sha256":"4793cc7403c92e087d204889be415b656d81bd3d41c647da5ae7233ee9f2dd5f","formula_version":"titan-u-contract-v1","latency_ms":31.435000000001878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351147270853749,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1989","prompt_sha256":"02bee802fe48c828954c6a203a4095d3dd3cfefa9b6be08de4a291e4d1d832c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675418939378913},"components":{"alpha":1.0,"bonus":1.0675418939378913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675418939378913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5319,"eligible_count":122,"excluded_count":18,"feature_sha256":"c70fa325f4d810de30a50ea7e3fbc0ec7d666c759b74758d0c6dcbf1943b9ac4","formula_version":"titan-u-contract-v1","latency_ms":28.127208000000792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034208560604558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1839","prompt_sha256":"03640540285fc905a58d885f8e09d506ee0035a74c11d9981a10dda496d32bf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673363787075296},"components":{"alpha":1.0,"bonus":1.0673363787075296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673363787075296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5300,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2525729fd6facc651149af5f5ea7be4f2b55e1c9e6f0e32b4d8df56a77ad161","formula_version":"titan-u-contract-v1","latency_ms":27.953457999998932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340030453741962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1929","prompt_sha256":"268326ecb279e0d8429fff90ec9fb1fc2a2916d9dff9a935c7863d18fde7ae29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068299817466988},"components":{"alpha":1.0,"bonus":1.068299817466988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068299817466988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5411,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9018c7b2e84e367f59700a75c4244afda60a01e25404ac6df96616ede5077f8","formula_version":"titan-u-contract-v1","latency_ms":27.62141600000234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349664841336546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2191","prompt_sha256":"25a5082a7b5cb6100edc178757db53b87a80c3446ec129b0f82a28c71c0c2ba1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666058938579424},"components":{"alpha":1.0,"bonus":1.0666058938579424,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666058938579424,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5196,"eligible_count":122,"excluded_count":18,"feature_sha256":"059dd95b55e1d13bb1de86abf3b6181ae36763de91b6cc995add17e047b6275e","formula_version":"titan-u-contract-v1","latency_ms":42.26429100000928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033272560524609,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2170","prompt_sha256":"d46596e7c14f9edb7f0f4e409b51fd3ea8bc8af53dba510ec05b7e6bd0cc17e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065417523790556},"components":{"alpha":1.0,"bonus":1.065417523790556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065417523790556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5009,"eligible_count":122,"excluded_count":18,"feature_sha256":"e59de7de0d491da51a341c493df2c0f22f3aee9fa3ee8055ca381bb7201343c1","formula_version":"titan-u-contract-v1","latency_ms":27.287874999998962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2377","prompt_sha256":"ca5c708d7e9db687a10b7a0348c75a3c20d2591e481e6f729a1853e4dfdbdeac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699357457342942},"components":{"alpha":1.0,"bonus":1.0699357457342942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699357457342942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5586,"eligible_count":122,"excluded_count":18,"feature_sha256":"77878ffaa8354aa691d0424c068c301e901bc8627e78376fe6c65d4456e6ca11","formula_version":"titan-u-contract-v1","latency_ms":30.142625000010526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366024124009607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2461","prompt_sha256":"b982eec7b84c4be63eaae1b3c0e0025603dc097361b1509e8fa6c581f2d8306b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665072410970775},"components":{"alpha":1.0,"bonus":1.0665072410970775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665072410970775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5182,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4afed88bc434dcffb894d73f314253bdf19486a12da2489203484114fe3e83e","formula_version":"titan-u-contract-v1","latency_ms":39.52433399999222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033173907763744,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1849","prompt_sha256":"c54f0e8567f2ce8ab3c0741db76027ce048df141df3726580cfc64d2045b8661","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663210117033237},"components":{"alpha":1.0,"bonus":1.0663210117033237,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663210117033237,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5152,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8f1432ef73c044f0873e1fef18dcce09eb2ff58b668a29b33f7b40b66372695","formula_version":"titan-u-contract-v1","latency_ms":27.97908299999108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329876783699903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1916","prompt_sha256":"c0f20d69dfe828420fa4e274cc615d5e2a735afef2d4c6344d036f1b9b10b500","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659007927569994},"components":{"alpha":1.0,"bonus":1.0659007927569994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659007927569994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5091,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cb9a24e57ef4f7b664fb78620287b8266cc7a0196f6449897224ea91055cbcb","formula_version":"titan-u-contract-v1","latency_ms":33.91375000001062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032567459423666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1884","prompt_sha256":"4ea793b318996a510fd37507e3d71588f5e58d0c3b0f471640b3a085342d7ebb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720998998752402},"components":{"alpha":1.0,"bonus":1.0720998998752402,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720998998752402,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5792,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae4f1bebd79f49eeb38892b83cacd94d9f9334fe83d8cf7d34ab05408b2168b8","formula_version":"titan-u-contract-v1","latency_ms":27.094542000000388,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387665665419068,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2282","prompt_sha256":"dbf474f09ce56d58c6605d5dc283106fddff525b6b8c281b336d9f833fe75ad1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694100154992003},"components":{"alpha":1.0,"bonus":1.0694100154992003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694100154992003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5533,"eligible_count":122,"excluded_count":18,"feature_sha256":"76e7f9247a5f37128440d1e538b1e7c36bba955e0d49562c3ad92f3223d0c080","formula_version":"titan-u-contract-v1","latency_ms":24.63537500000257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036076682165867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2075","prompt_sha256":"15d2fbadc48ed496a0cd2aceef6cffacd5bd42da5e46325f83a2b487031f8a3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647900174447544},"components":{"alpha":1.0,"bonus":1.0647900174447544,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647900174447544,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4893,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2f9cb994dc8bcd57fadfa9eeb234744c6aa1e35d2d7c473cde2e1bd7246d5f8","formula_version":"titan-u-contract-v1","latency_ms":25.24062499999502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031456684111421,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1920","prompt_sha256":"c175aacfb4b3592afde39644b895f2c93a24b586c148c7ac5abcea5a2e0edaa3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690805081061479},"components":{"alpha":1.0,"bonus":1.0690805081061479,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690805081061479,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5500,"eligible_count":122,"excluded_count":18,"feature_sha256":"08cb86000f4038cf6b656387a4379e28ac30513054b6408832d4e254d784d8e0","formula_version":"titan-u-contract-v1","latency_ms":30.15241699999649,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357471747728144,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1843","prompt_sha256":"ba854fc299341df78db56c94059112fd7a43878a75ffa1736500eb11f801bda8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743548209274252},"components":{"alpha":1.0,"bonus":1.0743548209274252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743548209274252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5977,"eligible_count":122,"excluded_count":18,"feature_sha256":"01a89abd32ffa6cd62407d7d3615f773d11e9797923aee1d5212ccced40c0481","formula_version":"titan-u-contract-v1","latency_ms":36.08012499999802,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410214875940917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2612","prompt_sha256":"0dd13e38594be14e915232b00f4ff16e60550b8c378e52c6eb36209bd642cd0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686340726600474},"components":{"alpha":1.0,"bonus":1.0686340726600474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686340726600474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5449,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c3da819bc3051f21c0a9efdbf3740459f282dbc38755f3d45dc89765023d609","formula_version":"titan-u-contract-v1","latency_ms":31.050332999996044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035300739326714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1892","prompt_sha256":"fb7a7a6dfe5f372885e1bb18039cf5f7f5c18fa5f10df5d5aa11e53a3ab85ea7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675179301772875},"components":{"alpha":1.0,"bonus":1.0675179301772875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675179301772875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5317,"eligible_count":122,"excluded_count":18,"feature_sha256":"f81c65cb2f7857d5385dc4c4fcde2f86896bd7fe9bcd80c0b2f1b568d0ccd988","formula_version":"titan-u-contract-v1","latency_ms":25.84487500000421,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034184596843954,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1877","prompt_sha256":"502aebcb2f1e8df045f8d657c84c428952971573ea9fbc9a53ae98da4b96a090","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709435238377418},"components":{"alpha":1.0,"bonus":1.0709435238377418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709435238377418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5688,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc5449dd188485fcdb009e8b75566cf5de90534467e58cb7df63edc4f318e103","formula_version":"titan-u-contract-v1","latency_ms":88.49858300000335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1827","prompt_sha256":"8aacba1fab452f0f96fdee9e1202ab03c031004e01756d637174cae52e70ec32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724100341054257},"components":{"alpha":1.0,"bonus":1.0724100341054257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724100341054257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5823,"eligible_count":122,"excluded_count":18,"feature_sha256":"45aa5b3afe20aa751c64f642326ebab1a40a34ce329960c8e3cda52a9d026300","formula_version":"titan-u-contract-v1","latency_ms":72.54599999998845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390767007720922,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2578","prompt_sha256":"34c6c66ab6990c97a6771123353111dec02ff748d998714a1d377f8ab75f861f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665142404112569},"components":{"alpha":1.0,"bonus":1.0665142404112569,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665142404112569,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5183,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8116abf332ee124d7aee0ab2d6300e3d5e1f6276ab3bb7a835f99db2eb07872","formula_version":"titan-u-contract-v1","latency_ms":104.4087500000046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331809070779234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1926","prompt_sha256":"707ed61d10a630ad87311e0ab16d2a87d403ad1f39c9f23fa9e7fcb58f3b9ebb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704618746130103},"components":{"alpha":1.0,"bonus":1.0704618746130103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704618746130103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5639,"eligible_count":122,"excluded_count":18,"feature_sha256":"736d91b9aa694896656b2e68e3773f9e7e0828998d7ec22294051815fba27dff","formula_version":"titan-u-contract-v1","latency_ms":35.108374999992975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037128541279677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2430","prompt_sha256":"8ff5a42550f9af11b7fe13d6445959632011235b15d163352c55b27c36685fcc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650329953808941},"components":{"alpha":1.0,"bonus":1.0650329953808941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650329953808941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4941,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8618531977e9aa421c871c0d270bca4f20f2ef0bd0c3c1608be9826f376c859","formula_version":"titan-u-contract-v1","latency_ms":31.039040999999656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316996620475607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1919","prompt_sha256":"79361ca2e681a26abf438b8eb7b512a1b0b2525ffbea81439bf18c90e76ab197","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707112706047321},"components":{"alpha":1.0,"bonus":1.0707112706047321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707112706047321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5667,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee64b71e10ae1595d15e1b95c3fd9bf758503556c7eaedda05674a41ed6848cd","formula_version":"titan-u-contract-v1","latency_ms":30.57470800000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373779372713987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_1915","prompt_sha256":"a430ef3a024003d0d9d46952d56a64c0bb2c0fa02d95bdeef81f97e3fabc05ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592326},"components":{"alpha":1.0,"bonus":1.0643255236592326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"640d0b969036e83643b56136f5b2a83c95b19e69245dcc509283c004dba23d0d","formula_version":"titan-u-contract-v1","latency_ms":34.71279199999344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2290","prompt_sha256":"3bbf34a9e114d29c6f840fca0558e4d70730562e69ea859cb92f0a88d773f099","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680602159990793},"components":{"alpha":1.0,"bonus":1.0680602159990793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680602159990793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5382,"eligible_count":122,"excluded_count":18,"feature_sha256":"589bbd24763bf32e3328fb0229d8026def0122d7391d35c0ace48fac8b87e5d6","formula_version":"titan-u-contract-v1","latency_ms":24.19383299999822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347268826657459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_psychology_2042","prompt_sha256":"88951ee267d0f9a98793a04020bb1a1673aefb3b7c2266316743aa6ef15e98c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647223229556144},"components":{"alpha":1.0,"bonus":1.0647223229556144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647223229556144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf1bf37c161859fb29a7081705730a75a503b5f331c2bc65b0cb7ec7a7ba0ab3","formula_version":"titan-u-contract-v1","latency_ms":30.88770800000873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031388989622281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_33","prompt_sha256":"1f269624cac00732837cfacf277fe4a51051253b3f59692ac272f129971271be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487785},"components":{"alpha":1.0,"bonus":1.0643756422487785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9b45ce47ad7eb2b66dc1e8eaf502dd6db0d7756ea87b0379bd8ae07f8f51e55","formula_version":"titan-u-contract-v1","latency_ms":27.814542000001552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_38","prompt_sha256":"0948d484bf07ed30f28c7bd15fecb1fa06f60a009d2a93b37ba13213c8cd689d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647175425024704},"components":{"alpha":1.0,"bonus":1.0647175425024704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647175425024704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"382f5e3aa026408539a5e40704a42ef8b96e3a11d9135740d62a3458ed6e101d","formula_version":"titan-u-contract-v1","latency_ms":31.023874999988266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031384209169137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_37","prompt_sha256":"918eeba7afe5333618e5da9796ea72a45fa08dae26091ac404f0399d5d47dcdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648641381943988},"components":{"alpha":1.0,"bonus":1.0648641381943988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648641381943988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"867f5faf5543aac9c1203b4ba7f6fd00e65880e03426ff40423259cd95e88703","formula_version":"titan-u-contract-v1","latency_ms":29.45449999999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_53","prompt_sha256":"d5ab335d01f472a4c635f7232b85920ab1db46da73274223fb6772776d6bf36d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648047099409823},"components":{"alpha":1.0,"bonus":1.0648047099409823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648047099409823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4890,"eligible_count":122,"excluded_count":18,"feature_sha256":"730d918a4c2369979d7c1580245caaf8e6b7aaa02f8bb9670965ce5e736762da","formula_version":"titan-u-contract-v1","latency_ms":26.0406660000001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314713766076489,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_54","prompt_sha256":"1f025f5fa5b0d2b7216973d199a4993da293e5959d4b5dea6772eb8c4d1fa7fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281778},"components":{"alpha":1.0,"bonus":1.0647415179281778,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281778,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"b150e28329d9fe642a77f55679ccbc795fdb6bb9d6549c3b8acf39aaef2f7500","formula_version":"titan-u-contract-v1","latency_ms":24.475957999996467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948444,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_91","prompt_sha256":"7d3ad308a10c5923e99533f4f3f3e80e213abd2da3ab47e940578c3614a8c14f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646467137036586},"components":{"alpha":1.0,"bonus":1.0646467137036586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646467137036586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4857,"eligible_count":122,"excluded_count":18,"feature_sha256":"c68710bec7f54aa3002cabfa5a24a6eae85eb40bc4864b213470321f650e7513","formula_version":"titan-u-contract-v1","latency_ms":22.530375000002323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313133803703252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_93","prompt_sha256":"12968aff7ff3d703138406de98b328759b5ac62f7091fe33f8bf81ffb3f417d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650121038044589},"components":{"alpha":1.0,"bonus":1.0650121038044589,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650121038044589,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4936,"eligible_count":122,"excluded_count":18,"feature_sha256":"2db4bb3991d439a8a89535743ea24cc21266cb3d02551e6d2fab0a39b2385e47","formula_version":"titan-u-contract-v1","latency_ms":24.97104099998637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316787704711254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_43","prompt_sha256":"b4d9be8a270617cf1b3e55830a34a9f693ebfb6654c1a10f753ce14703bbf898","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648342924194825},"components":{"alpha":1.0,"bonus":1.0648342924194825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648342924194825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4921,"eligible_count":122,"excluded_count":18,"feature_sha256":"0814af8611ae79065333b8deec4bb1413ae132bd51bba6f58e1d4b19e24db877","formula_version":"titan-u-contract-v1","latency_ms":28.434125000003974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031500959086149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_72","prompt_sha256":"0bba474d4d2e692c0129944ee26cfdaad0ceff7cbef74d1bf789e1f49265d498","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208839},"components":{"alpha":1.0,"bonus":1.0642724187208839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"60bcc42587d93bc53d03e4431de05b939e945936ad6d18c6283458f0f10ac504","formula_version":"titan-u-contract-v1","latency_ms":25.40791699999545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_118","prompt_sha256":"4e75043d9068c6129eb6e219d3a9a9d66558709597080c119655812db0d6bd12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654175237905559},"components":{"alpha":1.0,"bonus":1.0654175237905559,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654175237905559,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"315d694c0b6546d414d5f81e86e22624cc401fe5fbb76c23a8f50b5e763e9b52","formula_version":"titan-u-contract-v1","latency_ms":27.262250000006816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_71","prompt_sha256":"2c8160f510e71c0deaca9fa62e52dbfa861282be322326f6940fce446ade05f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652649648385608},"components":{"alpha":1.0,"bonus":1.0652649648385608,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652649648385608,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4990,"eligible_count":122,"excluded_count":18,"feature_sha256":"747fd60d7e0208ce67d646d31224c36f63c79f5def9064726114805f732df517","formula_version":"titan-u-contract-v1","latency_ms":26.30620800000827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319316315052274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_108","prompt_sha256":"69c61df285b04b71f7f553a2320f93ca9cd1afe9e8e6ea9aae64b543453de97e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652372975069921},"components":{"alpha":1.0,"bonus":1.0652372975069921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652372975069921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"05fd87f872a29565be5d2ebb2f3ca22ce2c4ad9378fdbd1225a953433c9eb4c7","formula_version":"titan-u-contract-v1","latency_ms":26.09495800000161,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319039641736587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_3","prompt_sha256":"135a58198c4abb27f7a478ecf383ea7948206b6810b9aa0c65c1519ef11ad42c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682122},"components":{"alpha":1.0,"bonus":1.0639832624682122,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682122,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"8138669f613d5511d43b8866efd7978f317592d771076f62545e5709746ae4bb","formula_version":"titan-u-contract-v1","latency_ms":21.92766699999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348787,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_51","prompt_sha256":"3399c2255ccd8c90055b03406c912dada4b44d084046a4c2445cbcf2be66397c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065516310439451},"components":{"alpha":1.0,"bonus":1.065516310439451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065516310439451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"db7c2f3f1dd619992e6605fba199db4287229e503e3a1824e0815487bc56783c","formula_version":"titan-u-contract-v1","latency_ms":25.378416999998876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321829771061175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_57","prompt_sha256":"0b50528ef4e6fdcf4d57a799622afb59147a5ccbfb977c1d986fe87dfc4774ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9208a309f51148eaa06b1a19efe5a17222ebc24a93f029b607ea494b1e6f6af","formula_version":"titan-u-contract-v1","latency_ms":27.419166999990807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_8","prompt_sha256":"bf36bf87e2c411b4717b7a9bf41a2f2fed2ebdfafe58c792ba111d4068e9b346","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653831617075613},"components":{"alpha":1.0,"bonus":1.0653831617075613,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653831617075613,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9067b57400488efc18776478ce3092fbcc3a9882029715d0e85fd09e9289b15","formula_version":"titan-u-contract-v1","latency_ms":30.09612500000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320498283742279,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_87","prompt_sha256":"bb5b03d010e5811da2c8a872e6c79a2958a644470909013b1280e3de2e809fd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065611213253924},"components":{"alpha":1.0,"bonus":1.065611213253924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065611213253924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5059,"eligible_count":122,"excluded_count":18,"feature_sha256":"23fc754250f0f297029f151b884ebd296716ebf820443aa476f50718d8191328","formula_version":"titan-u-contract-v1","latency_ms":33.01379200000554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322778799205905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_97","prompt_sha256":"74690fec7187e8af46835b5f5d77736282930f7d2b6767983f7114fff248d982","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655163104394507},"components":{"alpha":1.0,"bonus":1.0655163104394507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655163104394507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e430628314e06f0f30feb15717b85b7ae9ebf4e49bdea4414072ae1e3d602f0","formula_version":"titan-u-contract-v1","latency_ms":34.255999999999176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321829771061173,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_30","prompt_sha256":"50fe0fbcfd026b0edad406af10a7dee4b3dec2b089e4967a56270192d4a94f6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656836164230452},"components":{"alpha":1.0,"bonus":1.0656836164230452,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656836164230452,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5070,"eligible_count":122,"excluded_count":18,"feature_sha256":"25a9b92bd195003d855b98de099cc9f08100ea9c85d83a75d0542613de933dcb","formula_version":"titan-u-contract-v1","latency_ms":31.045165999998403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323502830897118,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_78","prompt_sha256":"78a1e3d963d9adc8cec99fc5ad6cbed2527417f7b9921044deb520aba32c262d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf3f4e226f57328efa2784672892ac875311975d0b67fdc4d59f3f0b308e72bc","formula_version":"titan-u-contract-v1","latency_ms":35.75779199999829,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_12","prompt_sha256":"0d5073fb614f5aac7a58c6bcb018ac2654fb81db7d68b8b273cd90997a3a23bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"18171ff6f0b0da8d031398ac77a8f28910d178eb5de65272b8f385fa119edf91","formula_version":"titan-u-contract-v1","latency_ms":22.784040999994204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_64","prompt_sha256":"a716643b6714f18edd91e8c3bfa38d2d86cf6b4b1d88b67df3c305dbd7ad5de7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922884},"components":{"alpha":1.0,"bonus":1.0650751293922884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4955,"eligible_count":122,"excluded_count":18,"feature_sha256":"8579f7483aac32e5501146f50f28a0e38ae8902343dc3e4e7b50188f23ac8e08","formula_version":"titan-u-contract-v1","latency_ms":24.069666999992023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031741796058955,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_13","prompt_sha256":"9ddab4233019c8ab182b0af6f6877a010114b28bd7bccdf23be2e3df4b14f8bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"372ce83874d9d7763cf8ddc2dd5b8ba38b8cae3f8bae3c42f65ec7c801e9123d","formula_version":"titan-u-contract-v1","latency_ms":25.12791700000605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_9","prompt_sha256":"eff58b56a2a347fba38f2fdec87fcafc5dfe10d49c576a8ab787ae3e703dfa38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652152951399074},"components":{"alpha":1.0,"bonus":1.0652152951399074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652152951399074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4981,"eligible_count":122,"excluded_count":18,"feature_sha256":"92707686850bebbfeeeb1af635db0865ca8f65e6ae3632fd2bbba8e10cac5092","formula_version":"titan-u-contract-v1","latency_ms":25.915417000007324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031881961806574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_35","prompt_sha256":"21157f207348b7199ce7667772c4b7350faadad4855b4a888d5edcce48990d9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063879119660688},"components":{"alpha":1.0,"bonus":1.063879119660688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063879119660688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"a320ea086e2a0165e8aa1d144475110aa7b056e01440ee0892439ef120c88771","formula_version":"titan-u-contract-v1","latency_ms":26.744875000005663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_74","prompt_sha256":"f3e5e2784002fdd26374b976be0852ae94ac45073b3677dae21efc0019ffecef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ffd4551451cdaa8acf4f6a6f313859e36a23c5d9d2686c8ba2cb3e01178030a","formula_version":"titan-u-contract-v1","latency_ms":25.364999999993643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_76","prompt_sha256":"b7554b0d300543671f4e966a6dc5a6d7294e0bfcfa3ce779c51fbe0661887c08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ab5f1242790b0e802072a6c43f951d29cb1e4ebae1e62c90818339d3054f8f3","formula_version":"titan-u-contract-v1","latency_ms":21.976167000005375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_117","prompt_sha256":"e65d7e0f3a984562630923962fc97bfed7e6fe565502ac57843aec3b1a080952","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"de413177ebe9494a049e9f221d3cca497e3132ccac0b2c175b934c9495bd704d","formula_version":"titan-u-contract-v1","latency_ms":22.620500000002153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_96","prompt_sha256":"489ab68ad1075d31592911d108e69c456724fae45937ea9ff2f3b8917d3e4886","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"87096d736445ac88c2eddd53da0e218ad4109b95909e104c8a28b61b12010524","formula_version":"titan-u-contract-v1","latency_ms":24.861667000010357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_92","prompt_sha256":"a067dfbdd39378048c13b55c6457918723857f90125d7e759d3da3497cda7202","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"01f5cd42fd25ec13a95e9100d07b6374527de7de3a17f0077c5f13a1c56d854a","formula_version":"titan-u-contract-v1","latency_ms":23.44175000000348,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_46","prompt_sha256":"5b0db0512b2c2e1761d1893864959059aa2692df596d551ba5af1cc60a13b84e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb61de276c54c6ecaf517f03cea0113d21c706730eed408484f271c82f69d1a3","formula_version":"titan-u-contract-v1","latency_ms":25.818208000004006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_58","prompt_sha256":"ac305c842d65a365795f430172dfbb176d36cf4952949a92315eece77b8fae14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"e40b69c4263c6bf579a1598f84bb8b02cca0223d08e03c69faa4430c9fb14321","formula_version":"titan-u-contract-v1","latency_ms":25.93766700000799,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_50","prompt_sha256":"4e5bd3cd062534f9bfe080ecc841f786e193da5ff5806a0bc029e88cf3e921c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"afc452a63ea6e09d2baecf83b749ad55a156f19410d6acd7b2e24393b9de2db4","formula_version":"titan-u-contract-v1","latency_ms":24.970833000011794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_27","prompt_sha256":"125ad09560fbeb961f3d3de9422e3665028fd2f2ceaec76f1d5a359026fbf43f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640797080106357},"components":{"alpha":1.0,"bonus":1.0640797080106357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640797080106357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"5570407f24132cfeffb9ae3824f175ed45699138b3719f06b8fae93d8fb824a9","formula_version":"titan-u-contract-v1","latency_ms":23.318541999998388,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307463746773022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_45","prompt_sha256":"ef985bd29911ca65e41a62193be99b296263a49901672e130e584a05189cc1d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645638925165553},"components":{"alpha":1.0,"bonus":1.0645638925165553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645638925165553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4879,"eligible_count":122,"excluded_count":18,"feature_sha256":"8680fda5ea47b4169ff629502fb2b05c8bde32f05973f683673155964120ecde","formula_version":"titan-u-contract-v1","latency_ms":24.835207999998943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832218,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_77","prompt_sha256":"70279640ab2a3c75713a28fee17d5694e4366ce808655d004d97c4fb00b0418e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773094},"components":{"alpha":1.0,"bonus":1.0638470284773094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"88e9d0f4b4d93f261962957875b49a500e5f5f2fea1f838e2bb7a23852979260","formula_version":"titan-u-contract-v1","latency_ms":23.250333000007117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030513695143976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_28","prompt_sha256":"58f5fd6aae7d4882194ff0124f235c353d56838a541176c4a08cffe5e7079c87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e8bfa19bc29c4d4cb1f08dbf729e2b72df25a671f4ea3f24ece7e9726c3d82e","formula_version":"titan-u-contract-v1","latency_ms":25.6288340000026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_55","prompt_sha256":"d7ca23462499736df64073e2da02c12a6d060d872bb4d5e0cf94c848ebdfc3a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7806d7e060f6d5d6ba99b0eb7b398352b93ccdb05b42a0ec5d758306a89a657","formula_version":"titan-u-contract-v1","latency_ms":25.474625000001083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_68","prompt_sha256":"20408731bd464d630d0ffbd777b2371bb1942e48e662560161d019806a38b996","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06420484180091},"components":{"alpha":1.0,"bonus":1.06420484180091,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06420484180091,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3aa5491137b975e413432608c3d4ec1a8d52e28501dc30104fac7d0fed8e25c","formula_version":"titan-u-contract-v1","latency_ms":25.77804199999889,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_24","prompt_sha256":"8b410f3d899f41fb55e47fdb96cf8c5eac5e8816a43e3a8bdc07882e0dd5f672","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647080035448684},"components":{"alpha":1.0,"bonus":1.0647080035448684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647080035448684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"688bdbc464b7b38489f6d0fefb2842c60b559cacb8972cad2e903be1808159ad","formula_version":"titan-u-contract-v1","latency_ms":23.33037500000046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031374670211535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_114","prompt_sha256":"1efde468cd11de2382139cdad4918c9fff7f0a4750d5816bac4b25f731388784","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064150780111775},"components":{"alpha":1.0,"bonus":1.064150780111775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064150780111775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"8113d06ab80defecf54a13c7837f6dc8074b1f17dac82a07716374b2200c05c2","formula_version":"titan-u-contract-v1","latency_ms":24.039375000000973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_75","prompt_sha256":"f8a49b70abf1968c5602242e8f0dbf3fc8e3425d71ba295a500dd9b4e6235c3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647851345752817},"components":{"alpha":1.0,"bonus":1.0647851345752817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647851345752817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d1bc1085272ae286a69e8397f82bdd571d04b7370e2fe715bb0d68c36a23079","formula_version":"titan-u-contract-v1","latency_ms":26.112124999997377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314518012419482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_115","prompt_sha256":"9ecb851db8d879ca487bf27f51175c28f01e0cea51265c4e7dbbdde9bf77f8ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"a15a10cb32f00d4e228a9efd044ec52d23553bf19a092ed8f3627239a9d1c3a7","formula_version":"titan-u-contract-v1","latency_ms":24.354958000003535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_100","prompt_sha256":"9093a89fb7d3d597b4690d153b6726b296d7d7bea04054a69f9b8df2a917d5bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"963cd786761d72cbe165ce4fe11d1aec67c4cecd1c5bfae4eadd503072ef49f9","formula_version":"titan-u-contract-v1","latency_ms":23.45845900001109,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_107","prompt_sha256":"9fa312e5abe2e3d44bb59202933118123514af5998e147dc8f2a73eeb70463ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9b7a3d8686de931cd61402f8a2861b4495c91ae4c2d35be1ae0df7ccf99ae73","formula_version":"titan-u-contract-v1","latency_ms":23.228458000005503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_21","prompt_sha256":"058efa26b9b2f7e04faf4dfd9e2e019acde7a1debc95132632a0b66335ec1876","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443117},"components":{"alpha":1.0,"bonus":1.0638597769443117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"d23d1fd7db51deb6eac11dd5e5aeb0bd8b285fb9936558665d5cf838dc100c11","formula_version":"titan-u-contract-v1","latency_ms":22.431249999996794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_66","prompt_sha256":"1cc2b56f0a7e869fc92dfa22760eb6c419d68d2b274781bdb1573d186b5d58b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519664},"components":{"alpha":1.0,"bonus":1.0647608299519664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4906,"eligible_count":122,"excluded_count":18,"feature_sha256":"40f49cac809445c19bc52d107356d90f368a1dc62be556deca6cc4cb758e29fb","formula_version":"titan-u-contract-v1","latency_ms":23.76120800001047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031427496618633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_59","prompt_sha256":"0760d13fd79539c4b68b2f5c0b67a710b5a54a121c9352e9b0ce9e42fe339a54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"afbd2964b6432632e2969de6f3155e05cb4fce9d387e61bcb3dcc2f922069496","formula_version":"titan-u-contract-v1","latency_ms":21.880041999992272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_94","prompt_sha256":"4e78ba55ec29c9e8dddef6753f4d9516d021de5830c1863c5954827d0a925cb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646748476647694},"components":{"alpha":1.0,"bonus":1.0646748476647694,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646748476647694,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4888,"eligible_count":122,"excluded_count":18,"feature_sha256":"d351530a1ae813b8af022d5ebdd8fcadb36f60ba856f1af83991ee1864a42975","formula_version":"titan-u-contract-v1","latency_ms":24.494541999999342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031341514331436,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_80","prompt_sha256":"ebf3f66f9efde38eba9576d5a921960dbf6c0d42ce49f082f62ed53610774ed4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624337},"components":{"alpha":1.0,"bonus":1.0639523015624337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"66de423bf40b4e66a4f92455ee1d347c7b8deb03318b12c2ebcc1de0c589c7ca","formula_version":"titan-u-contract-v1","latency_ms":27.725208999996198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_112","prompt_sha256":"6d4aa2b00225b177fe6beeb9d76d665e8bb19dbb850b60e239d60e416934dfb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664169124924827},"components":{"alpha":1.0,"bonus":1.0664169124924827,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664169124924827,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5173,"eligible_count":122,"excluded_count":18,"feature_sha256":"f00cbc6f4f89b59a1735dd989382fd1ee7941c2575a44dc51be90c7bc0f86e1f","formula_version":"titan-u-contract-v1","latency_ms":28.880250000000274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330835791591493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_4","prompt_sha256":"b656542e2a2e8460aa30468f91400df502e4cc41f51e9d748748595977db1f45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"e338b6be559d5688a7a6ef02fdc558681486190abb24c643d76ec90f700397e1","formula_version":"titan-u-contract-v1","latency_ms":28.49654199999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_111","prompt_sha256":"968c191d6087c912f80497a0b6122b20c3e7b70d49c920e9e09e226f6f6c478e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647705298560821},"components":{"alpha":1.0,"bonus":1.0647705298560821,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647705298560821,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4908,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffbdb04b443f1c3be7b6bf0664eb67dc467ffd3780c5abf003d1013832c33cee","formula_version":"titan-u-contract-v1","latency_ms":23.962457999999742,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314371965227487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_120","prompt_sha256":"160bb93af58250d462827089bdd218031c63b4e87c64ae38d79701bdc4954b40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e5a2b7cea7e74f90fa35828e4a8fcab06a7ef32fe6e5b2af5d6db149eb8d5e9","formula_version":"titan-u-contract-v1","latency_ms":44.9992500000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_86","prompt_sha256":"78722166ad39914e4f1ff692b47881fcbe943bfa67fd88f5c8e9d550ed620369","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"b06a36129d1117801621233932fe464b83f3bbc09fb856aed99588913fc31fb2","formula_version":"titan-u-contract-v1","latency_ms":31.69950000000199,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_19","prompt_sha256":"0c8c0228731442bdd2f531d8579a72b6cb05f5fc216bcf4e507c11f4c01af247","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678180476150887},"components":{"alpha":1.0,"bonus":1.0678180476150887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678180476150887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5360,"eligible_count":122,"excluded_count":18,"feature_sha256":"df067df06de015806b239c5c309cb8a85dbbcf65d469e0021053cc111ed83121","formula_version":"titan-u-contract-v1","latency_ms":31.48916600000007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344847142817553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_47","prompt_sha256":"52b285f514c5b2f35a9a9a24f2effaec6103395207fe3cca9257503da6565997","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208836},"components":{"alpha":1.0,"bonus":1.0642724187208836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"39aae6f446dce79a69690c08afe5c0f997b293a54651ca2b168913997cdd96af","formula_version":"titan-u-contract-v1","latency_ms":33.83916699999645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_82","prompt_sha256":"567021e51a206d2c5d9cf8a3a22a3aaa9b63c722f3128ad350843805905218f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"e354a1f8da1e8efcec7221607c0ef4f0891e89ea12cf32c0b41d8dcd92a49cdd","formula_version":"titan-u-contract-v1","latency_ms":28.732875000002878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_110","prompt_sha256":"cd0bdd644d12ee63d5d5bdf009e9755589d787de0bd693504c5bccd954a4d377","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281778},"components":{"alpha":1.0,"bonus":1.0647415179281778,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281778,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4923,"eligible_count":122,"excluded_count":18,"feature_sha256":"87182aac2b7d0c19e2245e72d307d40dad11354740ac67cbee2f621f6a3e8e61","formula_version":"titan-u-contract-v1","latency_ms":32.342374999998924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948444,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_15","prompt_sha256":"7a59cf253ca425c8805199640d4fdd5a9d0b5b06e28e66c86f41125c151939dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"40c8c23d16cfa0515a5dd6e92e5e595e995ffb8d1ebcaf122849f3f411b88aad","formula_version":"titan-u-contract-v1","latency_ms":26.658457999999996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_106","prompt_sha256":"106147565edb6be57557db7a28c9c94eaff05735801f8e19df4dc1c293f11ccb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1212002810883075},"components":{"alpha":1.0,"bonus":1.1212002810883075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1212002810883075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4b39d49083280a1ee0800f7562bb7100dcc28569c1506dfabf7a0d055f3763a","formula_version":"titan-u-contract-v1","latency_ms":25.096582999992734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087866947754974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_65","prompt_sha256":"64c2194af0a5409fbb2611484180cb75cd776988d4b0c7f593731d2d36289b4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"eaa464081756c86556c34ecece74bcba255eee774d2003284828aa28a3cf7de2","formula_version":"titan-u-contract-v1","latency_ms":28.05712499998947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_34","prompt_sha256":"8e5acb0cdaa80521dbbc076d19f27d37b3ab9e8aa892494bce7239457fb4e34b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648194682668044},"components":{"alpha":1.0,"bonus":1.0648194682668044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648194682668044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4941,"eligible_count":122,"excluded_count":18,"feature_sha256":"95309e7e32a1b51352f1baf93e7b599ee5026cc0ea242e88a070bc23f7ff8d5b","formula_version":"titan-u-contract-v1","latency_ms":26.912916000000564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031486134933471,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_88","prompt_sha256":"111793115e61ce5ff99c46ce59deae4732ad3392d8b33b7e1abaa456c80c6fae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064346278238431},"components":{"alpha":1.0,"bonus":1.064346278238431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064346278238431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4821,"eligible_count":122,"excluded_count":18,"feature_sha256":"46f3201d7dc634ba116d05a71e24da4209a224d58cdcefa80eebcfe27a2c9423","formula_version":"titan-u-contract-v1","latency_ms":22.192083999996726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_124","prompt_sha256":"bf5eec390d8f5bf836d3ad07256aecb04f4ba390e842af9919ebfe4f274e02b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643840978765606},"components":{"alpha":1.0,"bonus":1.0643840978765606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643840978765606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4830,"eligible_count":122,"excluded_count":18,"feature_sha256":"6109399df88342faf7d3f8c4c55780aee4fc791cb7f24d0a6df5ad89f896486b","formula_version":"titan-u-contract-v1","latency_ms":23.51012500000138,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310507645432272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_39","prompt_sha256":"9c0e7f57218f26373e45f197ea934b4d1d7b5f189355a14f5c6b50dd02dc2d4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065292814793191},"components":{"alpha":1.0,"bonus":1.065292814793191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065292814793191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4991,"eligible_count":122,"excluded_count":18,"feature_sha256":"c010d58effa64be2c8370b68bf1189940594949dd79bd01d40e5592944759a74","formula_version":"titan-u-contract-v1","latency_ms":24.525709000002394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_62","prompt_sha256":"ca510e028e25b17be65a461a010bdd305d40cda97daf46d93aebcfff5e902eb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b2db75f1fb59124a43716b406e80431c93c088b918fe298c58c4319ce6bde2e","formula_version":"titan-u-contract-v1","latency_ms":23.373458000008895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_125","prompt_sha256":"e85b57cb4aa68a65adf3016534ae3e07bc6ec526ff03cd68650bc8d4edf5992e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680771419939665},"components":{"alpha":1.0,"bonus":1.0680771419939665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680771419939665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5391,"eligible_count":122,"excluded_count":18,"feature_sha256":"71d0127e5b1ccafe9cec8159fa39edcf796d1e0a6556327698024ca26855582f","formula_version":"titan-u-contract-v1","latency_ms":26.385832999991976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034743808660633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_84","prompt_sha256":"f2052a79d57316052912689bfeb7683b9879813caea61633f3a72ae03ab8cc41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643630137316873},"components":{"alpha":1.0,"bonus":1.0643630137316873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643630137316873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4825,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc3dfc51f5ef1e1d6081337893ae43e0294008c4cb54dad46720e42d0acab52c","formula_version":"titan-u-contract-v1","latency_ms":23.138958000004095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310296803983539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_10","prompt_sha256":"ce7afe9aab72a1a7dbe7d841cce7f4380dc4ee2e0fadcf538673c5e380b756b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650963718133677},"components":{"alpha":1.0,"bonus":1.0650963718133677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650963718133677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4959,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0a5f1e362c69889236c6a60f003abd5d1b8db016e5f6ff6a7f44f0c5ec2083a","formula_version":"titan-u-contract-v1","latency_ms":26.91904099999931,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317630384800343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_22","prompt_sha256":"849e8e9abd1bdf47fb52c9f57bf0b347970ce43483e7439f613dca785e194889","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.121180463980933},"components":{"alpha":1.0,"bonus":1.121180463980933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.121180463980933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"599158b5621b52f0dc7ec1954a1b573f22d3d5cff2620f2e4557310c276d04a2","formula_version":"titan-u-contract-v1","latency_ms":30.65216699999951,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0878471306475996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_18","prompt_sha256":"3aed828231208c5b54151b8c3a84c0a06f945be38b50e9d94d029e82a3deaf58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668808545533564},"components":{"alpha":1.0,"bonus":1.0668808545533564,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668808545533564,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5238,"eligible_count":122,"excluded_count":18,"feature_sha256":"63db70aca7738f923cba847955dd2230a38037a63496ef53fa24066a745494a1","formula_version":"titan-u-contract-v1","latency_ms":25.182250000000295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033547521220023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_60","prompt_sha256":"72ba338f7fade4a7ff36ecc05f2ad7a9334d0a9407451d3595d55edd94c39d21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064914466195525},"components":{"alpha":1.0,"bonus":1.064914466195525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064914466195525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"4005861dda21a730c353cf90d92ac6b017336ee01b89a5231a675d84ff48d5a4","formula_version":"titan-u-contract-v1","latency_ms":23.213583000000426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_89","prompt_sha256":"8f95225d42c443252c43c9778f2e6e5e678f54bdf9bd44d6bbf247b06a60e837","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"728d30d7652a77966a5e7d91faead9dcc89707e86e410166b3e63a3e6c1ea69e","formula_version":"titan-u-contract-v1","latency_ms":25.37679200000298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_41","prompt_sha256":"0ae462b7644a0361382b2bfc2a7a92095bc139c96729ca8ab2c9cc654c7787a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fc1e3c44117af3425d61893e7c92458e3fd570861bf258f8c20acfaf0036332","formula_version":"titan-u-contract-v1","latency_ms":23.09649999999408,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_79","prompt_sha256":"d6af345034b1bf9592e7683f1c67a368e5a1df4c4d531a3e3dc8e0ee2c78c1ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649450139854637},"components":{"alpha":1.0,"bonus":1.0649450139854637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649450139854637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4926,"eligible_count":122,"excluded_count":18,"feature_sha256":"66c2981c3fc49bfda79689cd05ed9178773b427d3693744d3a94d9da8ed424ca","formula_version":"titan-u-contract-v1","latency_ms":24.861333999993462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316116806521303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_5","prompt_sha256":"f99bf75394d008037ad44cec4cd0656229e178dfa7f3c2fe62977dfb629972ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117753},"components":{"alpha":1.0,"bonus":1.0641507801117753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"0040d3493c83dc70074c68f5cff287fd51a2d22417c63ba31a38b4fc4c7d51d3","formula_version":"titan-u-contract-v1","latency_ms":23.093083999995656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030817446778442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_17","prompt_sha256":"66c7874bda257040c988cf5f18235752c8a342091852a99e753d18e64724d856","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"8feeedacba320b3d8c0d54bc855e678fcaa10ac2f4d3351aba3e0bb3b2d8b93f","formula_version":"titan-u-contract-v1","latency_ms":24.474292000007836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_1","prompt_sha256":"647dec3feb8816588f5a230fcc6bddf11afb5ce46c8f2dffaed9719dabc6413d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651177311687192},"components":{"alpha":1.0,"bonus":1.0651177311687192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651177311687192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4961,"eligible_count":122,"excluded_count":18,"feature_sha256":"f420ee80b7705ccdf4dec08784dbf2b7f2d844e49824b254b8bfbb1fd89ab788","formula_version":"titan-u-contract-v1","latency_ms":24.883082999991757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317843978353858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_2","prompt_sha256":"613d71d84eec9b63906cd65ab901af058a841819988c43608fba18a2a7dc9172","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678676511218512},"components":{"alpha":1.0,"bonus":1.0678676511218512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678676511218512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5354,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccd56dcb584db0e44fd87bd5e52dea5cf8341e52467e79d7998c778a77ed8f58","formula_version":"titan-u-contract-v1","latency_ms":24.768915999999308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345343177885178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_83","prompt_sha256":"e9d088a2760a3293f75500eabc53cec078e5b88c7f6dc6f1cf3a12871c46340b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666987771859484},"components":{"alpha":1.0,"bonus":1.0666987771859484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666987771859484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5203,"eligible_count":122,"excluded_count":18,"feature_sha256":"65fa66320f6eef11c78284d81247588e078f7f183621539b3f28d110f61a0c85","formula_version":"titan-u-contract-v1","latency_ms":23.71666700000219,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033365443852615,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_113","prompt_sha256":"80d25a186717de64f481774c37fef5de0ad0444b0df48ba0d2bacc2ea5bec753","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179368},"components":{"alpha":1.0,"bonus":1.0641393823179368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e9d7d6e03c8cb81f6f12342dd3f7e107fde12bddd9e696d20aec62f74030e6f","formula_version":"titan-u-contract-v1","latency_ms":20.20249999999635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_26","prompt_sha256":"00d669a192904511cdbeb5513fa7339ad1009fb2950f1d6a6242d3296acf8a0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698762924983427},"components":{"alpha":1.0,"bonus":1.0698762924983427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698762924983427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5575,"eligible_count":122,"excluded_count":18,"feature_sha256":"85c030931d24429f03977307f7b6e545eab8696e1dbca661b6b499aacb2086fd","formula_version":"titan-u-contract-v1","latency_ms":22.720207999995523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365429591650093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_0","prompt_sha256":"ec95f63a82a15e461e535e1f35d45b2d9564909649dcf16fc3b5f0fbda8e8df7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619451},"components":{"alpha":1.0,"bonus":1.0652594167619451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"912c57f95eff65cc8fb865187b69ecbb63402f10d45cfeeaedceae8f2351f051","formula_version":"titan-u-contract-v1","latency_ms":22.96445800000413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319260834286117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_119","prompt_sha256":"e425ef5deb88f482936b0ffad98e7894a8ffc1ffe00bf2cc734c1ed233a31825","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066280348337153},"components":{"alpha":1.0,"bonus":1.066280348337153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066280348337153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5143,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f686c93025c9806eeec2417f708b54bc81f0b3667716d08319e41eb7bbb621e","formula_version":"titan-u-contract-v1","latency_ms":34.52020800000355,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329470150038196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_98","prompt_sha256":"5d31fe4795b2c9ab4be1946645297dc3eb1c340fbefc61dd32503bb31952603b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675579060699705},"components":{"alpha":1.0,"bonus":1.0675579060699705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675579060699705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5316,"eligible_count":122,"excluded_count":18,"feature_sha256":"830cf93bc4b952f472a58ed43888d2e428fe6512efb71c32d097dd94f9a52bab","formula_version":"titan-u-contract-v1","latency_ms":28.41879200001074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034224572736637,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_40","prompt_sha256":"990ba06c495b8f0e1998e2cf0095f136893198e0030c71f2f415596876f93bc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664793166360518},"components":{"alpha":1.0,"bonus":1.0664793166360518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664793166360518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5172,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5084b6ff4abb9f0840f83220295021756026e72b7b16f30802d9d9d14f10f9d","formula_version":"titan-u-contract-v1","latency_ms":24.496458999990978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331459833027183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_102","prompt_sha256":"3ec4b4aed62a04e3f8eec1f8ac2aa4e1edea051c1d69bab31c089af8ef16f1a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694386706644285},"components":{"alpha":1.0,"bonus":1.0694386706644285,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694386706644285,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5530,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d787bc37087f921f5ebe1f76cb06471e38b962a8352d6bfd920fa22d57b6c85","formula_version":"titan-u-contract-v1","latency_ms":25.98808300000144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036105337331095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_61","prompt_sha256":"9cee460439d94a48fc92d15e4baa486ac5ed9ffd450beb579e5caeff7df5205c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676303199141546},"components":{"alpha":1.0,"bonus":1.0676303199141546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676303199141546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5338,"eligible_count":122,"excluded_count":18,"feature_sha256":"f876fd4db1a78a6424f85c9d1c61b69259805f0f5783720f92809e9fd05a84ca","formula_version":"titan-u-contract-v1","latency_ms":25.422833000007472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342969865808211,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_69","prompt_sha256":"b19ba244d3155554d1c424cb3e49bf2d1a4848ac910c0b1260193780be0b0d98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068887052615944},"components":{"alpha":1.0,"bonus":1.068887052615944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068887052615944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5483,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d504c9ef6ea16b81b2175899e1ea889725f2ca434c7f370396b16fa2a5b54b3","formula_version":"titan-u-contract-v1","latency_ms":28.493457999999805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355537192826105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_49","prompt_sha256":"c8cebcfb56557708eeda58ea47014ddbf85cd2658775fb24608f277c89002f85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674701986472503},"components":{"alpha":1.0,"bonus":1.0674701986472503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674701986472503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5321,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7ca1226ed9144ea057c400a8af1ede5ea9374da6431950fcee39d812f254fba","formula_version":"titan-u-contract-v1","latency_ms":32.24179200000776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034136865313917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_101","prompt_sha256":"049d6ad349db80b0664522334c65e0f95df9595261b6712ab22d5b3e4af7f493","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652152951399074},"components":{"alpha":1.0,"bonus":1.0652152951399074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652152951399074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"be50425e36cddaa4673dc0187b51a53f24432db2c6fbc00c202e81f155b121a9","formula_version":"titan-u-contract-v1","latency_ms":28.152708000007465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031881961806574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_25","prompt_sha256":"5bb1c226d32a17a19541ddd39c7564d0c435ad7a5542e6fa3ae0f2e83b79ce9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4953,"eligible_count":122,"excluded_count":18,"feature_sha256":"0792a9c27c5738a324d1f6dc8d3045b77807ec08a220d0c2d46073bd3652644e","formula_version":"titan-u-contract-v1","latency_ms":31.23991699999351,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_99","prompt_sha256":"6f3df79cf502dd743e8ae8b70f5cca01daf94b045f3d3d99d162619199996e80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652262817120128},"components":{"alpha":1.0,"bonus":1.0652262817120128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652262817120128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4985,"eligible_count":122,"excluded_count":18,"feature_sha256":"84fbfd9fdcbc2fe473154b8bc7a1e846285701e6d5ee176a1957967de284a0cf","formula_version":"titan-u-contract-v1","latency_ms":31.30783299999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318929483786794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_11","prompt_sha256":"954c7ee384fc69ff2787d5f710f897d8d09a8c30ea00e14a141cd1299ca4f833","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650329953808944},"components":{"alpha":1.0,"bonus":1.0650329953808944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650329953808944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4940,"eligible_count":122,"excluded_count":18,"feature_sha256":"8076c509c3de0851c8301848558b8f94861c0f16b411bf4f1a6a4165f54d41a2","formula_version":"titan-u-contract-v1","latency_ms":32.38220899999078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031699662047561,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_56","prompt_sha256":"c0ddb8c222534191fdc4b3368a658cee7ca484052c13f9da38802a373301496b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922887},"components":{"alpha":1.0,"bonus":1.0650751293922887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"19bd241af169a51732a647bf6fa91eae862d36ad57b854da1a23057e3d9855f2","formula_version":"titan-u-contract-v1","latency_ms":31.265625000003183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317417960589552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_formal_logic_109","prompt_sha256":"8ffd4418afeea8a901bfb67b464c061ab0d330ef2d6dddf0d3fc96ebec36cad1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260585},"components":{"alpha":1.0,"bonus":1.0636038714260585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4561,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad8a8cf1912fd978c002c00faf79998ad87f2e6e6c1196315155278f7609ea8a","formula_version":"titan-u-contract-v1","latency_ms":22.014499999997383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030270538092725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1129","prompt_sha256":"1709ccd16e01a8e6217f045e92100bea8bda42aa792bd440a0d29d3f2b881195","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8d78907c830981ebf33fde6b068aa34cad5fbd6a6e0e677c74cfff2df2cc0ae","formula_version":"titan-u-contract-v1","latency_ms":27.371333000004938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1446","prompt_sha256":"cd6f8ee2bdca74a4405be670bd0d278e8dd6d1fd616c01bea6e3cb3f9b6e3468","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649052},"components":{"alpha":1.0,"bonus":1.0636192964649052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4567,"eligible_count":122,"excluded_count":18,"feature_sha256":"04905a6a684689ca44c49d8e12222c2e3298c70f5e6f4df420428fc9bc4ec69e","formula_version":"titan-u-contract-v1","latency_ms":22.446666999996978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302859631315717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1775","prompt_sha256":"f7f9991f629899e7bb6ba011c7f408947e0b1d20d67ac0334df37249a7e48e76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197897},"components":{"alpha":1.0,"bonus":1.0636115509197897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"eade248e5e95bb57e2e6985786743f74457c6d9df631c65e80a6b9454a26fda7","formula_version":"titan-u-contract-v1","latency_ms":33.819750000006366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302782175864562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_342","prompt_sha256":"1096b4f76fd068ade6fab0d4c6538f40eb5bb27881c412592d79597eb24a974a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"99e310076175bd9bc31e7486a343efb367f5cd40d7e75ecbe25846e3e4e574e1","formula_version":"titan-u-contract-v1","latency_ms":60.15275000000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1841","prompt_sha256":"e7e33b28740cf9a65e36f44483591bdb2010e4e6612789224aeffdb19583bc2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"7db1a99930dabc29d6f4c1e1ce3c39e27c64720b266b576bed2264ba059eeaaf","formula_version":"titan-u-contract-v1","latency_ms":47.96137499999986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1818","prompt_sha256":"da3cd6f2c906a85bb19b1ec3a3c2c98adccb90c483baeea87c0785b4b078bdb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898749},"components":{"alpha":1.0,"bonus":1.0637060250898749,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898749,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c51d54127cf56ffd2481c6b029b84e4422b7f8402ee898c1938c9d5c4ce983c","formula_version":"titan-u-contract-v1","latency_ms":35.38512500000479,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1588","prompt_sha256":"80b84840f8f6e115e1c3f167d8b6a2c97ab5bc3dfc802dd7b378dbf6c66c1717","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1c9c107ded0f088766eb25a5cc604ef66a3dc55cdf3c8ac17a06455432d80a3","formula_version":"titan-u-contract-v1","latency_ms":35.459041999999386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_458","prompt_sha256":"d3f626337c3878a13e0e090369f36b939853b0dfa58f665fa3fd62b4108648cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"51af6ad316217d557107a40fd7cf37b4eb27b7165d4857f46432306b5179e1eb","formula_version":"titan-u-contract-v1","latency_ms":23.381374999999593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_675","prompt_sha256":"85dbf3581ebc087923befa55d9f82f58f970dcdc710890b9b3e825918b402d1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530843},"components":{"alpha":1.0,"bonus":1.0637670239530843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"214fbbbdf96007ef51443a7e4729b02a77d54a58515da6111010702cbd449fe4","formula_version":"titan-u-contract-v1","latency_ms":25.466499999993175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197509,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1667","prompt_sha256":"ca6570dfd33bc766a8c00a35f75e341fbb8d3ee6b8c89de9422d47dbb3a6605f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836953},"components":{"alpha":1.0,"bonus":1.0636323524836953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"89d8f66ba94cc6b7889bbb1de30cafa9fd45d745fbde357682c9bb72976c021c","formula_version":"titan-u-contract-v1","latency_ms":27.04849999999226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302990191503618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1355","prompt_sha256":"db46fead2e3b0c48c1ba911a801f71db74ecc009b10335f7e9cb89c892cbecc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063720255165803},"components":{"alpha":1.0,"bonus":1.063720255165803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063720255165803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"312a4ce419ba5ce8f99cf8b9493fd51ca7e8dd6c787f49a854e516a4df68833d","formula_version":"titan-u-contract-v1","latency_ms":23.75654200000099,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303869218324695,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_569","prompt_sha256":"cab3a680b073596b556310b2714bac5aed01fe5e4e828b4c54cff4ca748adf09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"c10e0c0ee8318b80211e3e630995d8e78e755c2d78792bc6adab9f8f4e205e6b","formula_version":"titan-u-contract-v1","latency_ms":25.02541699999483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_10","prompt_sha256":"6658a9263af31921257d95f2e7ae3aa23b941c63b528a6c366edd305a4bd94b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"5afe7712b7f2ae3e0bd5ed4a68a942768b4138479454fbf97eb42f345452865a","formula_version":"titan-u-contract-v1","latency_ms":29.210249999991333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_940","prompt_sha256":"9e861f5cc9c6dbda9b4b9e496c7b4438b1cb3f12572199ea22555380cfe8983f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635812292674218},"components":{"alpha":1.0,"bonus":1.0635812292674218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635812292674218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4554,"eligible_count":122,"excluded_count":18,"feature_sha256":"678baac5c653cb2b3b1b198eba2fc48cf9687c87740ec8b00d9ca77bda926f37","formula_version":"titan-u-contract-v1","latency_ms":23.571540999995477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302478959340884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_464","prompt_sha256":"ba37412ee011e25ef783a80da37b6fa44976dabe6e066c8fad3385dd54663ded","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7ccb9ba456acf0452ae1a9939d1df46a4c5d308213bd45e9c2142cadc35664d","formula_version":"titan-u-contract-v1","latency_ms":24.092292000005955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_683","prompt_sha256":"ea5cab156b2bbdf5b4168c1a040f5f9bd6eb05602dcd005bda3de414d4ed2939","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9cbfb02feccb3f12b7fd68c5a77633f7e8ef04848dd1ff643877426e6bf8c18","formula_version":"titan-u-contract-v1","latency_ms":34.80612500000291,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_518","prompt_sha256":"69e5108296ecd61bc939f20d3141b6a159b48e43921e1acc7267f1f0c8e032e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"5fdfd3324591ca498d3d49a1768030391a16d3b4ff06708de4d2de0a1d340412","formula_version":"titan-u-contract-v1","latency_ms":24.180749999999307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_143","prompt_sha256":"c367010084666925dbd10d45902b3dda4762797c265af0bfe8a36af28ed6f64c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"277d94ac614d32fb6bc610dd8359f9bb8c88a91f0d0bed7918da620fe820cc2d","formula_version":"titan-u-contract-v1","latency_ms":35.35762500000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_325","prompt_sha256":"cb526ffb143fc2628b0c979f396cfd5d8ff57ef5de9c93ff5c7751164a88ef88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"03298208a4e9db54bf3dd9ba51dc657a8dacc9e4c955cf1654d905da3c03cef7","formula_version":"titan-u-contract-v1","latency_ms":38.03341600000465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_373","prompt_sha256":"3f6550b1ee7addb92318b71a25970f5d22d5b71e5e0d2e4b361bdcf9b9b70324","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"1772771cc8315534bb23113e04349a7b70abc00138e0b7bf14dc3a9e787a13d2","formula_version":"titan-u-contract-v1","latency_ms":25.016999999991185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_790","prompt_sha256":"0f2bb0147fc9636f094ce9d1c2e94622954d828bec8ad73ffde5207cea8e18dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cffc1e1ac00a3584eb2221e1547fe2b9c06a09f5e0388d5b0abc18c77a7d481","formula_version":"titan-u-contract-v1","latency_ms":25.124540999996725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1224","prompt_sha256":"a02594dadb8e73fd303c2b64aa4fe792a108d72ab10c0754710f5eee3ab47e38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"8efa0dfaaf3704cd8d4e75fc84a92b257918611f8e33a203533719e35aecac5e","formula_version":"titan-u-contract-v1","latency_ms":22.080375000001595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1458","prompt_sha256":"ca49c66bb96b649340f8f30985157bf3eabfe86be68a46dcee81b945e7de88fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"b828ad9b44a9060cf9d2c936c59581709f1383b4641b1b144ae7b10a6c03e765","formula_version":"titan-u-contract-v1","latency_ms":25.910374999995156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1480","prompt_sha256":"48f1af57fa07998f81a27e8250c7162993856b9f89e5c39a18a74b27218ed80c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"870773547bb73a88268ceb782f84424d7c5d07a92f5af6082990548c3a585480","formula_version":"titan-u-contract-v1","latency_ms":28.40070799999239,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1540","prompt_sha256":"ea4b1f0141064287539a2884598fdbcb2bc0cb084a2fef5ed8dafbe80c84c9bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"32f3b18483acfbe4a42d9726976f79789478ccd35558380b4c9e38dc6bbe8d3a","formula_version":"titan-u-contract-v1","latency_ms":22.563000000005218,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1570","prompt_sha256":"6bb84ba8b7622d69e8886478bd33c6f9e9d767b14c7f8cbfd3e6fece3f24f7c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d3578c2ff287824e170ed0d61bcf21f7933fe6872b3020083e88cbca7cae1b8","formula_version":"titan-u-contract-v1","latency_ms":25.41487500000983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1651","prompt_sha256":"9fd2df8727819e3f64379757d210145afca72265a389b6f1d0aa9fb212fa1ab8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886304},"components":{"alpha":1.0,"bonus":1.0639387317886304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fad5b05397877710d3ac7395107935f2fc6f90728ae2b3115dfa76c824a61c8","formula_version":"titan-u-contract-v1","latency_ms":23.44912499999907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030605398455297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_135","prompt_sha256":"d99fd44cfb88f44b7f82acdc9a66af50da61cbe5df9785b32319b5a9e9065e36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"542061a474f716e9360542f60322d477c9bbb457b28a4f3742597ebf034258bd","formula_version":"titan-u-contract-v1","latency_ms":24.624500000001603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_611","prompt_sha256":"31a6ffa702dcdb90dcf67576a97345496f9601b9a470be56f7d9e160b3fb45dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"80dde857fc3afd198871ba1aeb39016a92706613b89ff655a84272bd7b5a1d86","formula_version":"titan-u-contract-v1","latency_ms":27.889124999987303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_642","prompt_sha256":"5ef0387cee28d318c5450483c98140e99dcbbc508975fa9b4fe1c54fa64523ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"a002d585c8903e624370ac08099cbe0175164c7ddc9064bace545637dfc7b78c","formula_version":"titan-u-contract-v1","latency_ms":28.235499999993863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_646","prompt_sha256":"b7c633b6b9984b8225a94181481f57aec13584f67b527e8f7627142f8d6ae05a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"457859c5890891c5b3d0558756a11a0029fb1e771862bfd4f1c15eb289cb8e56","formula_version":"titan-u-contract-v1","latency_ms":25.976124999999683,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_738","prompt_sha256":"25baa9a2fb3fde95ddc6471148404fe11073f30b0cc4e75ce0bf90cc5ad938e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181532},"components":{"alpha":1.0,"bonus":1.063972876181532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"8697cd1659dbefbb3bf9072f527cc5471c8fe8e33f0d362edfe999f32a7a62a1","formula_version":"titan-u-contract-v1","latency_ms":28.47195900000088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481985,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_871","prompt_sha256":"742b690f0ce6302f19260151f940a064b04f7882be746efae029142b3316e1d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb5ce5739f84c3142b1245f2fbd78273fea5a6b90d638f9e984637268e24b66b","formula_version":"titan-u-contract-v1","latency_ms":29.832583000001023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_894","prompt_sha256":"262d203dd55565c1451448abb91e5a49661d88e211c4d8232bf771debf01dc7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959935},"components":{"alpha":1.0,"bonus":1.0638629823959935,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959935,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d8de3a27a662802441e65d71a0d72565ce8cc9bde6d7bfc07055e8b1cfddd08","formula_version":"titan-u-contract-v1","latency_ms":29.254832999995983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03052964906266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_952","prompt_sha256":"7097ef244c579183bccb651bf82272d4d09fd2f92c1f9b8c772f8213fe523fbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197894},"components":{"alpha":1.0,"bonus":1.0636115509197894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3b907a2bdc204d035152305b8fb37ce4f6e4735ccdb00db521e1e1154e4aec5","formula_version":"titan-u-contract-v1","latency_ms":24.97016599998858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030278217586456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_993","prompt_sha256":"43d541ac6f1b346903a94082084d9e638d13b28f49e3fb41246574e7aff280ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260585},"components":{"alpha":1.0,"bonus":1.0636038714260585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fcbfc7e55a6398961fdd82c27fa356547c9c326963639e254e657cef78b30a7","formula_version":"titan-u-contract-v1","latency_ms":22.262208000000783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030270538092725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1246","prompt_sha256":"89fdb9b40508828247508af7ed9aa7a80341345e4354ca99ef00998941b50d3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789658},"components":{"alpha":1.0,"bonus":1.0639625558789658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab883e5723217d9424637080c7bfd4917830443978260b13317d5689c8288e42","formula_version":"titan-u-contract-v1","latency_ms":24.80412500000284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1342","prompt_sha256":"ec4182364cab45d837ae26ac3e4ee6f2ca76cf3d4376f746297acedb113b42ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"a80d0228743fd414b3cb11cd1fe89cf5081f5167113e66d8396e819144243fe4","formula_version":"titan-u-contract-v1","latency_ms":25.750625000000582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1403","prompt_sha256":"07f707e522d65bab68c8b03a19421f99150135e6c0dd15762480be7c8fdf5698","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4827,"eligible_count":122,"excluded_count":18,"feature_sha256":"12f9cf9a0ca5afa846866d0ec22fcd56817766800645fa62f50529a8088090dd","formula_version":"titan-u-contract-v1","latency_ms":31.217624999996474,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1537","prompt_sha256":"7f1ec6cb61c1971f2b25074924737065dfe1944b42e82569bb0ac1210d24b87f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064986153812574},"components":{"alpha":1.0,"bonus":1.064986153812574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064986153812574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"b54220804210fa8f630b82d440504ff9db2e69e5c1761675ce4d05a0af2bef56","formula_version":"titan-u-contract-v1","latency_ms":26.58579200000588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316528204792406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1640","prompt_sha256":"c4478778fbc60582784fa1325a6047f0ea2e870f46b7da2fe18ba63380690947","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"c557662c7e2024698bfa6b92047804b2048e23171cb1ddacceaa94187c8647ac","formula_version":"titan-u-contract-v1","latency_ms":38.16954200000566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Philosophy_1857","prompt_sha256":"be79fad12d9708b2f89bcfacc6f71ca99fcabab551c686c35144ab5f98c9e8bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0974629834304206},"components":{"alpha":1.0,"bonus":1.0974629834304206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0974629834304206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7295,"eligible_count":122,"excluded_count":18,"feature_sha256":"7602878b74cfd704b2b35bd0de516425a0fe67630514b89d7279496cfeba0b70","formula_version":"titan-u-contract-v1","latency_ms":26.94295899999588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0641296500970872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_49","prompt_sha256":"ac3824bdd4b193ebb2621748f109eb29a01a068a73d5a4838d2197444052f891","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8556,"eligible_count":122,"excluded_count":18,"feature_sha256":"548b0120af12f3328cf0b18eca9d70843665d9f7751e8d919346fa9846af4673","formula_version":"titan-u-contract-v1","latency_ms":28.617208000000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_196","prompt_sha256":"82a669f55a661005cc859db971828528c9fe318628e1b2a57b8b781b3e21a352","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9784,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbeb94dd3fe43ac6ee917dda9aa0556f5166767d0fb05c6bfeb38e007ee4014a","formula_version":"titan-u-contract-v1","latency_ms":25.071916000001693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_198","prompt_sha256":"3b15581154442222d47128f0a1f8a413c9ffe5fa263f6e9ad0fcd84a1de6b6ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9314,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b981066e5b61af19cbff9e70075cace9fd21dad7ea798a5c9d6c76ebcefd1d3","formula_version":"titan-u-contract-v1","latency_ms":28.42591699999275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_122","prompt_sha256":"0ecdce4b6322968db8d8a0bcfce6289588c6702b092101d45e15f05e33d81636","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9889,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2891c56b21a01da41adf644899801dcdf8a8ac671c5b308b10c371c1cbb49e3","formula_version":"titan-u-contract-v1","latency_ms":36.43458300000191,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_186","prompt_sha256":"5b1d973adc51b3a0303813422806723fed95fd92865f442763831b83a34f00d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":12185,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5f37feff1e0b54ea15730bce8b5108ad894c3d84315b43c8fd24f0fa8c8d729","formula_version":"titan-u-contract-v1","latency_ms":35.938208999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_245","prompt_sha256":"39ac0da8d3f8c85ab2ea8f163a43f3bff5d0924a684e2ad7defbf33dfcdcc343","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8532,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ce5d2952299004c4bcde9a7ca3f194bb7a4cb6fa8a4dfea1769344408cb5a59","formula_version":"titan-u-contract-v1","latency_ms":42.56116700000234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_127","prompt_sha256":"28928cb3b86521e32a5264028bfe22175e7b82a14efc9d89f35ef58a0992b6e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8591,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc272e58ebb9d3dcbbd00c306ac94a1646e1c8bdc039b258687080c2df7e5d7c","formula_version":"titan-u-contract-v1","latency_ms":26.308083000003535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_153","prompt_sha256":"eecf25c26fc1e7ff1cd462cdd9fc79443eb7907276354b667b4fde063f5806a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8891,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd0666756d53718e7169c5bbd164a4f219aeed42e1d6c75ec1f35661a80e397c","formula_version":"titan-u-contract-v1","latency_ms":26.85499999999763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_329","prompt_sha256":"9d799388cce281730c63588f4ea812643f9d8e51cdf8edf794640ecf9f0d95d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1177586948890177},"components":{"alpha":1.0,"bonus":1.1177586948890177,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1177586948890177,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8119,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e3828ab32fab23898a77b82a4402cafd9910dbd07959065c114828d36dfe905","formula_version":"titan-u-contract-v1","latency_ms":27.534250000002203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0844253615556843,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_220","prompt_sha256":"f4b41f6465550f86c6f6abbe220d199d5a015755a5bbec874ef6f7df003751c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1109304799356259},"components":{"alpha":1.0,"bonus":1.1109304799356259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1109304799356259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7861,"eligible_count":122,"excluded_count":18,"feature_sha256":"a87548b738530f58c1d6d2717d4bb7c91e00bcef47afffeb567321dad0072126","formula_version":"titan-u-contract-v1","latency_ms":33.47058300001038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0775971466022924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_143","prompt_sha256":"2b10e176f2e3ce388fbf34186e9d650b1b9e76c34b494eb98c10c2585b5df20e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9964,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdda6e8302d11c0e69c81d38c79ce405c5c98981ac0c611677efaa6d9d336943","formula_version":"titan-u-contract-v1","latency_ms":32.111874999998236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_154","prompt_sha256":"e0300ed3ff3f327c8745d377b1e44c15fa64149a84c5c2c6c23c6128e901ae0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9062,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1cb8f7397880b440d92ef16df597d3841e8d6ae9f18ca8779f950e9ec30ee4f","formula_version":"titan-u-contract-v1","latency_ms":29.89920800000334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_242","prompt_sha256":"be1f755c6ee0b75368a309f9226aa1ca9780a2fa50e0226fe27ece3ce04c7bd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.114503424316184},"components":{"alpha":1.0,"bonus":1.114503424316184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.114503424316184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7998,"eligible_count":122,"excluded_count":18,"feature_sha256":"87938dd6592de65763fe155d452af4586fb293a93f8e686e5db68687341116b7","formula_version":"titan-u-contract-v1","latency_ms":50.35191700000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0811700909828506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_401","prompt_sha256":"402d95e7f0954a2c1334edb291b4dd392b21b931b7c70cee5b178be29ece0235","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1153819973444075},"components":{"alpha":1.0,"bonus":1.1153819973444075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1153819973444075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8031,"eligible_count":122,"excluded_count":18,"feature_sha256":"961a949cc1b581f6fc1e444bc81fcf9277eb291cf2ea93ce3eb8d951454b7adf","formula_version":"titan-u-contract-v1","latency_ms":31.278833000001782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.082048664011074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_19","prompt_sha256":"f6892afdc688fb0ed7d4db5ee35d2f61aaf6809f806cfea410614bd8504ae3e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9674,"eligible_count":122,"excluded_count":18,"feature_sha256":"39e98af721d61788046cbafdb923e36b01c14c307876645ed5607dd6ea36bca5","formula_version":"titan-u-contract-v1","latency_ms":32.081875000002924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_234","prompt_sha256":"a94f403c0ba958a58902ba4b499ee1b6b4077df8e6590bc3a7ba39ff9489a68a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1105977029566105},"components":{"alpha":1.0,"bonus":1.1105977029566105,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1105977029566105,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7848,"eligible_count":122,"excluded_count":18,"feature_sha256":"250cbd1417c5665f9987f0c80375de448c4e24348a12c5c0a6fbe00848b50552","formula_version":"titan-u-contract-v1","latency_ms":65.08704200000182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.077264369623277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_310","prompt_sha256":"8bc03e5b4483af55c9761de99087d3f5a34c01d86d0d25126675207ac6be00f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1080992876317535},"components":{"alpha":1.0,"bonus":1.1080992876317535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1080992876317535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7749,"eligible_count":122,"excluded_count":18,"feature_sha256":"42ffe257758072e58b741d00b474ab3041ae4fcbf5ef2db2a886b4ed1cdad2db","formula_version":"titan-u-contract-v1","latency_ms":88.59570799999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.07476595429842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_257","prompt_sha256":"d82e22a2ceef4c15569a8dd84648a172d13418f69cae783fec915a2b1fa94731","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.101332658645879},"components":{"alpha":1.0,"bonus":1.101332658645879,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.101332658645879,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7467,"eligible_count":122,"excluded_count":18,"feature_sha256":"14fa362bd12f5e44bd36e2f8f04ea28240e3740babb449ac054a6b1a7827f5c1","formula_version":"titan-u-contract-v1","latency_ms":34.4717079999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0679993253125455,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_112","prompt_sha256":"7fe5ac20232784d7b48415be9f3c3a8386e2aaae55c20de127be7641394d8db1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10021,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c7b9964d4b9f7189609a5197868dd5a111e04632cfe8aa243e362d50a364c9e","formula_version":"titan-u-contract-v1","latency_ms":39.24700000000314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_392","prompt_sha256":"d17f3066b6b663dcce1de3a9f751ca65cf81e82588878c76625a0d216cf463b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":11091,"eligible_count":122,"excluded_count":18,"feature_sha256":"0122cde096734b35eda05792750cf32f506f983d02afd1fa38e54b627c02caef","formula_version":"titan-u-contract-v1","latency_ms":48.40604099999268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_199","prompt_sha256":"f793e11cd601db6346e36a06d845ccc6fea4f88f18976b3e11af9c3e495acf78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":13366,"eligible_count":122,"excluded_count":18,"feature_sha256":"3deb00b913a24b740692b7be10bc6d8ad54506a0ad7da9a86ee830295721e91b","formula_version":"titan-u-contract-v1","latency_ms":37.580457999993655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_18","prompt_sha256":"43fb5795382124509b337ae308377336541037445c074a7d19b9ec837186d0c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0939989859455996},"components":{"alpha":1.0,"bonus":1.0939989859455996,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0939989859455996,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7133,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ab16bc16b3e981bb3d6cf66be2d68d39060e64791f5c039aefc4d5c942e5339","formula_version":"titan-u-contract-v1","latency_ms":34.98987500000794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0606656526122662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_227","prompt_sha256":"6166298b89a442b835f5e6951933959672a8ba437b5a1b84cd61a59175556bcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1027521289086228},"components":{"alpha":1.0,"bonus":1.1027521289086228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1027521289086228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7528,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff0caf8998b50f54c21fd4a14e2988fc95a5e182bcef318aa3a032d1f29d8359","formula_version":"titan-u-contract-v1","latency_ms":34.25895800000944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0694187955752894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_334","prompt_sha256":"67856ea1747987f986e4b8865b029845c02e2335a3abc2fe77fad521724221e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0906922436290174},"components":{"alpha":1.0,"bonus":1.0906922436290174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0906922436290174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6970,"eligible_count":122,"excluded_count":18,"feature_sha256":"adf615a48d25a295a8ce7979072984cca2747e38f7c865a4b2161dccc763e724","formula_version":"titan-u-contract-v1","latency_ms":29.513375000007613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.057358910295684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_389","prompt_sha256":"6fd140b13d66147ba283d05524cee3982ff50f55e6934faa85242c5489116564","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8311,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9903bd67947aac657db762bf648dcb74ba3b40ff62f3544766efc675d683ab7","formula_version":"titan-u-contract-v1","latency_ms":29.18583299999966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_69","prompt_sha256":"8a94437b8337894fcdddc60d4360c41783d20b094c40cdd19d8d44a9e36c262c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8280,"eligible_count":122,"excluded_count":18,"feature_sha256":"657ef7f2fb62bcd50dd97f0acc9946724cf7e5569cf47874e646a6fc6cfe0f82","formula_version":"titan-u-contract-v1","latency_ms":36.580374999999776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_350","prompt_sha256":"6ae8dd3ecf0311a6542798d72fdacdef033aad609750745a975c8877d29a9c58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10777,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9d2a50f2166e7c20f8d848b78986ee431fa6dfb5e492fa3735f8c3de4768be6","formula_version":"titan-u-contract-v1","latency_ms":44.17424999999753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_224","prompt_sha256":"763e69fb1230a3ab51dc88412b724f5e9f51f55daaadc59a436cadda18789dcd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1082988230842798},"components":{"alpha":1.0,"bonus":1.1082988230842798,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1082988230842798,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7757,"eligible_count":122,"excluded_count":18,"feature_sha256":"25870b3e80012a6a855ef3a14f02d733ffcf1a2f83e991e86d7e77218fd75b01","formula_version":"titan-u-contract-v1","latency_ms":29.970207999994614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0749654897509464,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_399","prompt_sha256":"674c5416a541334454a40e169fbbf18a0bdd44a683319aee45f32e9e4778e465","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1110844364853647},"components":{"alpha":1.0,"bonus":1.1110844364853647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1110844364853647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7867,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a4d30cf4cc11374defbdee237ef8c1ce4b372a41f44606435d8953990aeaa05","formula_version":"titan-u-contract-v1","latency_ms":34.36579200000267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0777511031520313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_157","prompt_sha256":"95fee720014a59a43a3c243176a97e077430ab92fbdf886191837817700a0676","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9280,"eligible_count":122,"excluded_count":18,"feature_sha256":"1487a7fc5cdd5c2e27a9f7dd4885d8249e12a1087b287557680d2da49c50d638","formula_version":"titan-u-contract-v1","latency_ms":38.748458000000596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_201","prompt_sha256":"5d916a7d7773bca03489d2867dda3d788ec14a60a7a7667b62095e6ff08bcafe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1043633665205035},"components":{"alpha":1.0,"bonus":1.1043633665205035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1043633665205035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7596,"eligible_count":122,"excluded_count":18,"feature_sha256":"27083fe336632fdb913d782e138ea1bf2a25b64d2de8af06b8a505f1a3c97196","formula_version":"titan-u-contract-v1","latency_ms":35.80283399999473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.07103003318717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_388","prompt_sha256":"e613a1e527aabfd83bf509eb6f500a20e71cb28cb7407443abcf51f71d87fdc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9821,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a59a42046b42b63a584e54477ce5b8b8a25d521b19d3e1c89729fadc86d231b","formula_version":"titan-u-contract-v1","latency_ms":30.692958000003046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_79","prompt_sha256":"b6c8c74bd56a757eb93c34dd8bc14f40d75354fd5fd7bbc39fe1e4d444860ed7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9048,"eligible_count":122,"excluded_count":18,"feature_sha256":"adec56b52ed577a3d221c7640fd67b159a7fc2c65949b1353167a44e30af46a9","formula_version":"titan-u-contract-v1","latency_ms":34.22758300000339,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_351","prompt_sha256":"eed71b15e4db0663231fbf2bba7ab13a293e17896aab8c35228a8ddf537b8b58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1083987465032608},"components":{"alpha":1.0,"bonus":1.1083987465032608,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1083987465032608,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7761,"eligible_count":122,"excluded_count":18,"feature_sha256":"171068a08a07b56715a4de21a2b1e1405f70d405d4d447ed5a5f643e2e3f4cf7","formula_version":"titan-u-contract-v1","latency_ms":28.110957999999187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0750654131699273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_76","prompt_sha256":"96f53b4a61ddf7164771d68f4f0da383faaabcfae2f4ff134761dc2dda811f89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":12715,"eligible_count":122,"excluded_count":18,"feature_sha256":"649b2e1eb9a218178bc25bb658bd5257376b8ae9f4942b8f8d0521f5bd22504c","formula_version":"titan-u-contract-v1","latency_ms":30.47945800000207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_140","prompt_sha256":"c24563f7200838afd77af383a49c8d86fe3e1f8fd28acd3c7d2615ebc4b2bfa2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1081491325629416},"components":{"alpha":1.0,"bonus":1.1081491325629416,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1081491325629416,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7757,"eligible_count":122,"excluded_count":18,"feature_sha256":"f986a008a953425b4ab88ae91c5580d068f51ae19baf9c747016499efa54b880","formula_version":"titan-u-contract-v1","latency_ms":35.560125000003495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0748157992296081,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_421","prompt_sha256":"919815923f63215aefdd10a9148e7fd45cd70d992289aa432eb523ee63a7cc5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9128,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b87622fdd696143a5cbf265b5cdcc121e6bc7148c03391764c5abb5dc0c3e00","formula_version":"titan-u-contract-v1","latency_ms":34.50133299999436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_424","prompt_sha256":"d29aa6ea861becd8f7b3fce81d0571d450764289ac16395231acfcc940a62c92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8443,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a8cd61e5b6b95b6bdbb1b781c69523f0e41d476e7c79a1c6bbab0be5ea625c8","formula_version":"titan-u-contract-v1","latency_ms":30.440333000001374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_152","prompt_sha256":"ce8222e529ed541b7cf0725aa088149cef271f06384fd333c5c07a83ad3f510c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9288,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ad83e192109d64483a173e9dfbc151994bd383515e0dbdc6c1742a5e323d27d","formula_version":"titan-u-contract-v1","latency_ms":26.313957999988702,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_274","prompt_sha256":"4943aa5360032d4b05227e0d0c07628fc664e513d4cf38762dfd57b8cbf8486d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8679,"eligible_count":122,"excluded_count":18,"feature_sha256":"4456d869944b9c687ba933beef473c06a014aa1b34cc5058bd8291f68f4033cf","formula_version":"titan-u-contract-v1","latency_ms":28.903584000005367,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_12","prompt_sha256":"35ff44ec09702a5e67fbe59164b88d5cf5d3f7fae1d4b2baaf74f8bc92c60409","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1190757347025266},"components":{"alpha":1.0,"bonus":1.1190757347025266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1190757347025266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8167,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ab8d9244557716cb51e33936f50e9fd314f37df0df995930f22c128d07cdacf","formula_version":"titan-u-contract-v1","latency_ms":25.447291999995514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0857424013691932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_175","prompt_sha256":"7b9118518fd3294f6860e24c4b75d8b3ee22d998cb92d181af6a34fa8064234d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1125585693852256},"components":{"alpha":1.0,"bonus":1.1125585693852256,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1125585693852256,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7924,"eligible_count":122,"excluded_count":18,"feature_sha256":"86928f930fed27c141209ba4d41884c326aa0c0a3872280bd1d35d8833c44144","formula_version":"titan-u-contract-v1","latency_ms":26.180374999995593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0792252360518921,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_314","prompt_sha256":"129d1e80d12a7d4d3a4d60dd9a8a0cd9ac00d8037efb9a0ffeefcc7c92fa1477","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0816509697275272},"components":{"alpha":1.0,"bonus":1.0816509697275272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0816509697275272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6468,"eligible_count":122,"excluded_count":18,"feature_sha256":"898a263b57a16d22aa6e862c150e918284af75d711e60c885b0ae525878edfc5","formula_version":"titan-u-contract-v1","latency_ms":28.0306669999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0483176363941937,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_387","prompt_sha256":"d1bdd0608f78bf04abf1520083b342dabb85ae644c87033ccfa2ac391264072b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1137634153232454},"components":{"alpha":1.0,"bonus":1.1137634153232454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1137634153232454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7970,"eligible_count":122,"excluded_count":18,"feature_sha256":"a63c5152281da9f1d7ee3de9626044b231de03c8cfb0513837cf1ef0b5ddb17a","formula_version":"titan-u-contract-v1","latency_ms":25.39258299999858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.080430081989912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_177","prompt_sha256":"9d9ac01183990a53dbbb9ab04257c1a4434d854f03083982115a701d396b4a2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9205,"eligible_count":122,"excluded_count":18,"feature_sha256":"eaa09f605215d8c18ff1499466cefb09aa551c657a75ee721df3ee87d74e3a09","formula_version":"titan-u-contract-v1","latency_ms":24.777749999998377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_376","prompt_sha256":"202c1baee1536e73f1d4445822e4de54d67fcf74e31b7a28edb54311572288b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0929450216330647},"components":{"alpha":1.0,"bonus":1.0929450216330647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0929450216330647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7082,"eligible_count":122,"excluded_count":18,"feature_sha256":"632b47613acb0609c12b993b5c376a43b01fa1fe023c697ef7c87d85b5a7297f","formula_version":"titan-u-contract-v1","latency_ms":23.97383400000308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0596116882997313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_218","prompt_sha256":"f96b097125d13807c2172a1a79b1e1f0160c4db0aa6cf2c9526b521344db286b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9213,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a762ac776de0e9d179ef8036480b8ad01f84b004a17a27600f5920fef133008","formula_version":"titan-u-contract-v1","latency_ms":29.495541000002845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_142","prompt_sha256":"09d820f80075a2d2b91dde6b6e18dbdc9a9b1c0d9a18c05f301ab877703a49dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9778,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d6572755ead528300db81ea6af488da59f0236c5b5bbc2f52d4463c926f1079","formula_version":"titan-u-contract-v1","latency_ms":26.749500000008197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_371","prompt_sha256":"08cdc19a663a7ffb4b356a99e267317d822695d5cceef115f33675f94c1c3e1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10692,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a97c694da7759f0518494a41a8e3c665f0152718adaa6d5cabf0c3860688c0f","formula_version":"titan-u-contract-v1","latency_ms":24.83879099999342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_289","prompt_sha256":"3b7b0c60010e90d867c46c3b4fbcb88272825c394973ab51f4f090cf0df228a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10730,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ea0d914b82b83df4eaba25a79640ac1cddaa410d2425f2f31484ea37d24efcc","formula_version":"titan-u-contract-v1","latency_ms":29.32174999999404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_187","prompt_sha256":"300282c9c9940f6ca798a3cd764cdb4c7711e780550c5e847ed2b6f00f0aaaaa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":11672,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ad948344f097ae4230b5b533e9ab18c6e5b3416b8f21312ff391ba286a7bf6e","formula_version":"titan-u-contract-v1","latency_ms":30.084333000004904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_137","prompt_sha256":"49b4182cf1cfbaef4017f005524ee9df06ef8297895b849f3575f607beb66314","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9794,"eligible_count":122,"excluded_count":18,"feature_sha256":"bae399e2799ebb06dc6b05e40360c8cefa29352902a94253c19567a8e895be31","formula_version":"titan-u-contract-v1","latency_ms":28.411292000001254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_2","prompt_sha256":"eb1072c7354c8311f93b310d27dbf379aa66eca3445d9d0387ee3e464afa2d2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.118387961671843},"components":{"alpha":1.0,"bonus":1.118387961671843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.118387961671843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8142,"eligible_count":122,"excluded_count":18,"feature_sha256":"852f0fb95593a911ad3cbc92bf97e226443896a56c0a86e8827e11e88682ad24","formula_version":"titan-u-contract-v1","latency_ms":26.330707999989045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0850546283385096,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_306","prompt_sha256":"a08984106e6274c5848745b509429aecd8937ef404f861e86d3a2c7f672ee5cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8291,"eligible_count":122,"excluded_count":18,"feature_sha256":"54bb26e6fc38bd3f98ca3183301718ff1b7470db87127ed2f348929a7e9c6285","formula_version":"titan-u-contract-v1","latency_ms":26.894083000001956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_395","prompt_sha256":"0de01c9de163c6fe61d57992b935b63374f6eb8e89e3f85338915b50cc0a1be2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10724,"eligible_count":122,"excluded_count":18,"feature_sha256":"9510e7da4f941aa3fc0806393934c861456316d7dfd621e122862d380192b667","formula_version":"titan-u-contract-v1","latency_ms":32.18591600000309,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_275","prompt_sha256":"9bb4dce8fbdbd28f7993f034d324278898afaab385f7b269969450fc5b710140","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9857,"eligible_count":122,"excluded_count":18,"feature_sha256":"00c54a8ac6ed1b5cbc7150b8c7a42995c8af048443a1739471f9ffd26d9d547a","formula_version":"titan-u-contract-v1","latency_ms":29.45066699999188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_262","prompt_sha256":"3a175ece9c47b1232db8a8d222964d4253b691a93fac16d2d7e1369f67f96583","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1143709127799415},"components":{"alpha":1.0,"bonus":1.1143709127799415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1143709127799415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7993,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ddd65c0734a0cf4171fcb94c47e4716c9ac54ea9be3eb83e793e9b6367497b9","formula_version":"titan-u-contract-v1","latency_ms":25.864416999993978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.081037579446608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_330","prompt_sha256":"c3148c18e8bf3e2fa475b821c22e810f1dcdffa756824898afd874de74fdf083","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8814,"eligible_count":122,"excluded_count":18,"feature_sha256":"37699ab34039620c7af04498c6945c56a61a6cc399ab9bc62518a6e8dfd7a6fb","formula_version":"titan-u-contract-v1","latency_ms":25.56533399999239,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_216","prompt_sha256":"dc92b282403bed7e3d67640998967753cbeb12bca21f46208cec8c2747c19096","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8440,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a4db273e8b20b53b685d2c772c98149d0f96db9eb21414574620f0632b82337","formula_version":"titan-u-contract-v1","latency_ms":24.303208000006293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_131","prompt_sha256":"c53bdcfa0ee018174679388fd05492bde59f818a2f7b7159475424b4adca38e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9526,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e1e9e7e21c7f13b69c7fb0e529327afff6b492736c849a1ec57076dc364c7c0","formula_version":"titan-u-contract-v1","latency_ms":29.209459000000493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_355","prompt_sha256":"5b33899aa014aaa6b547a6159532e9d339f3c673bef3700dbdec0bd92a2d298f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8221,"eligible_count":122,"excluded_count":18,"feature_sha256":"56a0fa076c774d1f468ea0722e5b46663797992c6a7b67dc2984094ce87c1f53","formula_version":"titan-u-contract-v1","latency_ms":26.433457999999632,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_307","prompt_sha256":"4b029c01e1af974ba069f3c39cd34eb7933c0cfd208324432e733abc3431830d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.106517976017561},"components":{"alpha":1.0,"bonus":1.106517976017561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.106517976017561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7685,"eligible_count":122,"excluded_count":18,"feature_sha256":"83f07b4d4d63ab29c6949df87c1570b0ed03e28a52c8921f797e967844930f93","formula_version":"titan-u-contract-v1","latency_ms":25.186499999989564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0731846426842275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_150","prompt_sha256":"51c4a000d9b6a965ab426c5296213f1655f57f00079a930337277d5208bbfec1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.113737079049629},"components":{"alpha":1.0,"bonus":1.113737079049629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.113737079049629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7969,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ac154aaf5bd315de38dcc104ef69e1333c5ed258f5b922f27c56cd14f3dcc4c","formula_version":"titan-u-contract-v1","latency_ms":26.956875000010427,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0804037457162956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_375","prompt_sha256":"e5d94f86b468b726eb0827e18a4f7ecfdbc9eea30ee69b76ad4308a007ccb082","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8678,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a18b747f9253755bdc4e1e8c15cf72e7d7ccc83f90402303d07205ef3ce3aa8","formula_version":"titan-u-contract-v1","latency_ms":26.720874999995203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_284","prompt_sha256":"a4f16f7a6f4abb9ca27750ad9580940b55caec430ceeab9e54b509cac2fb3a2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10231,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2d4a562ce3d23cf83d1d86f6aba24337887d92a29bef4f72b873a5bb7dab85a","formula_version":"titan-u-contract-v1","latency_ms":29.129999999994993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_300","prompt_sha256":"0a2aaa77ee448c1862185aaf269aff471f8ebbce37df7bb7a1c7c1e091178ae4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8315,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb84f06928ef5b75f413de69fd3b08bd943ef57ccf8aa60b4ff8db3299f8d92f","formula_version":"titan-u-contract-v1","latency_ms":27.46616700000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"FinQA_321","prompt_sha256":"ce16bee6d86ead9a58b4fa5f667915610098581a49df937b69d4da13a0bb555b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659580821085322},"components":{"alpha":1.0,"bonus":1.0659580821085322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659580821085322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5100,"eligible_count":122,"excluded_count":18,"feature_sha256":"725371c79fa20c78aa37571c7f6f7e6acfbdeb51182f5ae93a1cb04a9e4fd94f","formula_version":"titan-u-contract-v1","latency_ms":75.35908299999505,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326247487751987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_520","prompt_sha256":"46ca5e21c514b3a1316ee58a30a140d87fe573a6d4f53ca99cd64c8dae20a3f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654521487378021},"components":{"alpha":1.0,"bonus":1.0654521487378021,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654521487378021,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5017,"eligible_count":122,"excluded_count":18,"feature_sha256":"74a84243210721ef8d799dc12d4c288d55510bdd10abb81e9058da7da17b0d39","formula_version":"titan-u-contract-v1","latency_ms":33.84220799999582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321188154044687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_759","prompt_sha256":"5dc2780e33b1747bac4d539f16225172275cf59eca18a42f15dd91d5e442f390","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654579451167934},"components":{"alpha":1.0,"bonus":1.0654579451167934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654579451167934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d467bcdd297fa90156ec0c06c49bc56f58f9b3a32b7f627cadbe27ad117eb9b","formula_version":"titan-u-contract-v1","latency_ms":40.67887500001177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03212461178346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_432","prompt_sha256":"2d20a4ec364f7e1fe05ec458a1d77f819920f20ad48572d3214413e36e8fe507","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646560624210994},"components":{"alpha":1.0,"bonus":1.0646560624210994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646560624210994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"958e0c6633738822b29c4e912357c12280df73d63c41a2b00d7dce63f1fc9e74","formula_version":"titan-u-contract-v1","latency_ms":30.001624999997034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031322729087766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_9","prompt_sha256":"6954261e0f766b7d20696523ae19940710051d8f81604ba294b8dda58568afc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ee4df0638149e5aa865bd27a0bd9da3623db3a6cb43287cd7dc626410f02041","formula_version":"titan-u-contract-v1","latency_ms":27.181583000000842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_552","prompt_sha256":"afafe291b6a5ef3782e38a6c4cd12c25855814e2f160d39cadc887a331256dda","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064135597709473},"components":{"alpha":1.0,"bonus":1.064135597709473,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064135597709473,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"86c6ba9319def036e690dfd7b7ae548ec745698a54be374db4c771199ae17f2c","formula_version":"titan-u-contract-v1","latency_ms":29.764374999999177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_131","prompt_sha256":"18114f1329bd6d4d535a938bfe8bd4fb617fe89ded9225fad6aa79515ec8ec51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709648103462601},"components":{"alpha":1.0,"bonus":1.0709648103462601,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709648103462601,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5687,"eligible_count":122,"excluded_count":18,"feature_sha256":"117887da49665efafd257d7d5557faebbb254acf15dd3fb7314dd2fba81a4b43","formula_version":"titan-u-contract-v1","latency_ms":28.505791999990038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376314770129267,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_55","prompt_sha256":"9b8d13e481fb1cd2941538250594827a420a4277d1a68c58a694555c601d9970","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644484487282604},"components":{"alpha":1.0,"bonus":1.0644484487282604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644484487282604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"08e1c6fdc9aebb85f311735527184ecd7064e1b2861662956b3ed8f00cdf6c51","formula_version":"titan-u-contract-v1","latency_ms":23.015042000011476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031115115394927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_45","prompt_sha256":"766388532839507a1559d42a009f511a62fa95a0830bfa71e2a22c7998314272","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef914fb7a544e4fe96a8a5fde83e8bf775e135f2486dd3d0fb3876c6fd3e63de","formula_version":"titan-u-contract-v1","latency_ms":22.324167000007833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_754","prompt_sha256":"f138c2e5a8309d8e6c09a609610c15a3ba3dcff7d2b55a5db67f80fd11776590","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644484487282604},"components":{"alpha":1.0,"bonus":1.0644484487282604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644484487282604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"115c523158422b27b2d8bb39953dce1bbe1e340c60831da7cef96ff841c798a9","formula_version":"titan-u-contract-v1","latency_ms":27.21466699999553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031115115394927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_424","prompt_sha256":"291ef991b9a2ef413f5fd5b3ffc8cc22f1240587b041308d65e4ad21f9e16e4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679341952164},"components":{"alpha":1.0,"bonus":1.0679341952164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679341952164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5368,"eligible_count":122,"excluded_count":18,"feature_sha256":"20c1fb043ef1b5a840a5a64b807320a5b8dc48817730decc8672e7fe11fed4f8","formula_version":"titan-u-contract-v1","latency_ms":24.691000000004237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346008618830667,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_4","prompt_sha256":"be10230a7793cdcb63aa5b29f135611a3a7d40f30bab2e06f4dbbed1796d9256","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4794,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad6626c79a33365607cf0c572f45ad5f6c9b4bc21660be3dfe5b28913e20fa6d","formula_version":"titan-u-contract-v1","latency_ms":27.398500000003878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_684","prompt_sha256":"074f2ec58fc32885464aacedfc11c38e8f8c16e5f7c6773ae400dea6ba0eba40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724680392965096},"components":{"alpha":1.0,"bonus":1.0724680392965096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724680392965096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5822,"eligible_count":122,"excluded_count":18,"feature_sha256":"1789f4c0ea50c520d32fcc1d2628162a6f5ebd95dfd3cda02d76648ceadac63e","formula_version":"titan-u-contract-v1","latency_ms":23.19287499999234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391347059631761,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_25","prompt_sha256":"de14e0dc80cb9f0fc6315ddc3d0d8b1b81ead9a0b9bad38d601291da5fde938b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067336378707528},"components":{"alpha":1.0,"bonus":1.067336378707528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067336378707528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5294,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a5ce7e09f57d767fb2dde75934b00014f155a1aaa67dd427e0ff3790223d112","formula_version":"titan-u-contract-v1","latency_ms":25.64808399999663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340030453741946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_148","prompt_sha256":"cfb740d8ac38a49f3aca63fcc53fe2dfe94b2c89d3bb4ae8996f0158c80552e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691737500577259},"components":{"alpha":1.0,"bonus":1.0691737500577259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691737500577259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5508,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc2fbafee20e83089859f5ac3553afeb9199e2c996677bb7ada6da1f974c7484","formula_version":"titan-u-contract-v1","latency_ms":24.504084000000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358404167243924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_748","prompt_sha256":"b147f80797f456be50e8a462d059ec9960e81a07a01a20ccb5fc01975c689e7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066416912492483},"components":{"alpha":1.0,"bonus":1.066416912492483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066416912492483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5169,"eligible_count":122,"excluded_count":18,"feature_sha256":"be10611c6f95695ed962247a98efd8043b69e22ee11a8b995588b06944f048eb","formula_version":"titan-u-contract-v1","latency_ms":25.735333000000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330835791591495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_605","prompt_sha256":"25a078b18793c1e1c25d9704ae666e32e454dfedf5cb11f90ca2b3cd3b4efa5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661798372284574},"components":{"alpha":1.0,"bonus":1.0661798372284574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661798372284574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5134,"eligible_count":122,"excluded_count":18,"feature_sha256":"caf7e642ba948d0a7e2c5c0a055c3a5f1683b0dd90b8c45d390e837be57a3c70","formula_version":"titan-u-contract-v1","latency_ms":23.443583000002377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032846503895124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_237","prompt_sha256":"39833b8de72f4a195fa167b2b66f55a833c9fae113747cb200148e0496c4c2b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"52a7dbfd3f4b30acd1f566565fbcb18fb656abc852ce0d93be96c9e6fd75c58d","formula_version":"titan-u-contract-v1","latency_ms":24.521290999999223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_282","prompt_sha256":"468f63f63586a8383b28e4ff2cb63d7c5ed67cd1f61b72b123c9d3589c8dcc88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"c886de749db214ec7000547752e7c45a50b1c9d404bd2ac9450cdcac8e1400d7","formula_version":"titan-u-contract-v1","latency_ms":23.11595800000532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_690","prompt_sha256":"a0d046fd0e8f89ce3314175ce66eb6f0c6a0ef446aae21b89fda42d7265cb303","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064839248431424},"components":{"alpha":1.0,"bonus":1.064839248431424,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064839248431424,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4903,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6218f5337b9860fd3d8f1ab88147d3d570892c0adc944a101e847d33198c46d","formula_version":"titan-u-contract-v1","latency_ms":24.306417000005354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315059150980905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_749","prompt_sha256":"e18b8e73f4d4e3b9fbc22b0b02b9a11cd496286f6f783726797551f485568e98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064991329190055},"components":{"alpha":1.0,"bonus":1.064991329190055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064991329190055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4933,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c3b597700c306ee24e8d610561f59b75a72cf5be8b0fdff61a2eb52a04786d0","formula_version":"titan-u-contract-v1","latency_ms":29.197084000003315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316579958567216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_427","prompt_sha256":"4499360d30821716df7f1542bc8a6b7d369db2259157eadb58a90901cde3fffb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646050067102353},"components":{"alpha":1.0,"bonus":1.0646050067102353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646050067102353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4854,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2243d003a01cf2033c1f3f6c6f90508652586f44d5db57976b08951ab61b38e","formula_version":"titan-u-contract-v1","latency_ms":26.239499999988425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_290","prompt_sha256":"7228af5d397892b9c407caed38d0e487be23727b796354223061436ca436af01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645323246912233},"components":{"alpha":1.0,"bonus":1.0645323246912233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645323246912233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"5973859e6385aef0a1895d4f80e71ec85c1dd7ffb9cce94342b09943d91cb155","formula_version":"titan-u-contract-v1","latency_ms":31.01325000000088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_3","prompt_sha256":"4139bf3ca1595b4d2c8fedf94a195554ba304daa65674a2aba5e8dc729498ab7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661665596015006},"components":{"alpha":1.0,"bonus":1.0661665596015006,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661665596015006,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5132,"eligible_count":122,"excluded_count":18,"feature_sha256":"31b4272c369633102cb3e441a21b1977e5ec129e724faf8a43d76a2fa7a02416","formula_version":"titan-u-contract-v1","latency_ms":29.271958999999015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328332262681672,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_15","prompt_sha256":"67ea5e71a1fd6efb0202a6d99c18133d8cd61d412e2491e0c2bee2d603d3af12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916244},"components":{"alpha":1.0,"bonus":1.0641699229916244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"8db1f07d42d1adea7c5cc22d9984a019826570ed6d7e3f96fa8dfcb99443e738","formula_version":"titan-u-contract-v1","latency_ms":24.705666999992104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030836589658291,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_63","prompt_sha256":"2b86afeb3e9f97e061feffbc752f8c1aef40ccf8c4ad3aa9c3b52b89e41f6bb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659901647060352},"components":{"alpha":1.0,"bonus":1.0659901647060352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659901647060352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5105,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ffa925604d7b6ec499129e695a3916274a43ed3608cb7bef9089102260bf312","formula_version":"titan-u-contract-v1","latency_ms":31.415332999998213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326568313727018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_187","prompt_sha256":"71f9d8e3ab9e7769e861115b36aac1793e4aa38f623c930d3b43158435e28517","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702572120756766},"components":{"alpha":1.0,"bonus":1.0702572120756766,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702572120756766,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5619,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7e39678359bc12869e36c00cae4bb6a6375ba50c3f0aaec6af82973e7135726","formula_version":"titan-u-contract-v1","latency_ms":23.511583000001224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369238787423432,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_228","prompt_sha256":"4aa29b0a77bf4f7bd5b84808cdb637422130d4ca15c1350d3eb785ab68ba814a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648047099409825},"components":{"alpha":1.0,"bonus":1.0648047099409825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648047099409825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4896,"eligible_count":122,"excluded_count":18,"feature_sha256":"38ec788b7e3189a1a64ab5af1257ad5ab5923e9c145b5fd9e73c36de56bf80ad","formula_version":"titan-u-contract-v1","latency_ms":26.40966599999217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031471376607649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_365","prompt_sha256":"80aa3422749efdc33005add145a0c828b1263c06af4061fd4ac1995e15acac16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710931332055116},"components":{"alpha":1.0,"bonus":1.0710931332055116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710931332055116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5699,"eligible_count":122,"excluded_count":18,"feature_sha256":"885c1d80ec09bf40921f413c86f3a3a3c0b44cd789a6b82bd84f777635061f1e","formula_version":"titan-u-contract-v1","latency_ms":28.916375000008543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377597998721781,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_388","prompt_sha256":"2d0ac1cf4fcbd52bb7a7532fa0ceccb68d07211ed902ed3c4932c83352155aa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"75d9b31f0f4c92cf85c4c9b89bbc25aeaa98a0d9439e8447ecdbe714cd1405af","formula_version":"titan-u-contract-v1","latency_ms":37.26837499999647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_752","prompt_sha256":"de2f461edd1f7c2ba1f15b0ed7fabf3152773435737011ab31385bbf8d639433","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673207731570205},"components":{"alpha":1.0,"bonus":1.0673207731570205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673207731570205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5292,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf1d0ffc7a0a19e06b0d23022e7a51802ea2680ede68739f1287d39947eb10c6","formula_version":"titan-u-contract-v1","latency_ms":29.52575000000479,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033987439823687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_727","prompt_sha256":"53b805bda0c95b7e2d436ef6f4e47cd3365af53097b58fed6f363613a4cc17b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064689013427159},"components":{"alpha":1.0,"bonus":1.064689013427159,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064689013427159,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d61820369b9966b7bb6bb666802ce27fc29eac398c1a23a7a3689f741c06c79","formula_version":"titan-u-contract-v1","latency_ms":26.767834000011703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313556800938255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_530","prompt_sha256":"fafd9b1d2aa35e5955effe79d8e7fe440fa4fcdbc3d1ebe45dd0a8c3bbee7471","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065938920037166},"components":{"alpha":1.0,"bonus":1.065938920037166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065938920037166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5097,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c4c7017fe9fdccbd29b42b231bc06abfb278f20db9158cd8edd358708a613b9","formula_version":"titan-u-contract-v1","latency_ms":28.969207999992364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326055867038326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_227","prompt_sha256":"39d3fa64d8307323c534a60a92a96a42f2208add7adfff68cc0bd11508d236f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690249098185227},"components":{"alpha":1.0,"bonus":1.0690249098185227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690249098185227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5502,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb71e517afb01357217cc6fd5a246d30083af15c2f6d953a1fa964e4ed9f399e","formula_version":"titan-u-contract-v1","latency_ms":28.14916599999151,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356915764851893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_640","prompt_sha256":"7a4ea05072604d1112197c1ecf0655e1d3bc005cc842c8213a83fb5d16c74b42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066416912492483},"components":{"alpha":1.0,"bonus":1.066416912492483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066416912492483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5170,"eligible_count":122,"excluded_count":18,"feature_sha256":"80155d09597f02ce715351c21205c9b01fefb6015767350229cf106ac490c31a","formula_version":"titan-u-contract-v1","latency_ms":23.980375000007825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330835791591495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_135","prompt_sha256":"e326e13a75c224c82b57ef478c96148b852964eebefbbb6c999efaa37b8376e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663006472437782},"components":{"alpha":1.0,"bonus":1.0663006472437782,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663006472437782,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5152,"eligible_count":122,"excluded_count":18,"feature_sha256":"493baaa472ff8c91a107b7263e6b6840381cf591c20fb40dd6c2d54bdf9d122e","formula_version":"titan-u-contract-v1","latency_ms":25.722541999996906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329673139104447,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_183","prompt_sha256":"fe9d080cbd70733d3d11f844c9449c79a84a62de842d4a07bf59c2ceda6d1d6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760213},"components":{"alpha":1.0,"bonus":1.0641970307760213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"3cbbc106cfcf8026f609bbcdf0925e6d75f7d767fef6adca96b30a12e6a6314d","formula_version":"titan-u-contract-v1","latency_ms":25.076624999996966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030863697442688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_591","prompt_sha256":"1d424752961ac461455e19c823ea787df784f036f6bebeaebef4c1d894b1f3e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"dec6d68902b594cc26b50555218bef9144335ac9e8bd9c7fd2196b48dcccb24f","formula_version":"titan-u-contract-v1","latency_ms":22.39074999999957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_352","prompt_sha256":"2ec9636264d62e9eac12de282d81563377368a1da84017b2bc616193de6cd2ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650173157336458},"components":{"alpha":1.0,"bonus":1.0650173157336458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650173157336458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4938,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef7b3f0fc967216437fac94640beedf99827a32e8ea0d4fcf937823934a5d46d","formula_version":"titan-u-contract-v1","latency_ms":23.402165999996782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316839824003123,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_600","prompt_sha256":"3bf48d778a2c8b851b9b05d97b8a244371e60f2ba49c11ed6226384aebc8f308","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066521247004719},"components":{"alpha":1.0,"bonus":1.066521247004719,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066521247004719,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5186,"eligible_count":122,"excluded_count":18,"feature_sha256":"6145051e5777ab4f55d2154b8581327504d7067ed12e21c6ac797d8840158d60","formula_version":"titan-u-contract-v1","latency_ms":26.704042000005757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331879136713855,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_504","prompt_sha256":"731ca078eae5ca810d92107b69ffcb05f9af9ec6c7724d09084d1d6dad4a3178","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069061946433648},"components":{"alpha":1.0,"bonus":1.069061946433648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069061946433648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5501,"eligible_count":122,"excluded_count":18,"feature_sha256":"913b58a6d9538694ea30ffd472711da131e3b1acac63e1dd306c388bda3e9134","formula_version":"titan-u-contract-v1","latency_ms":26.836333000005652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357286131003145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_404","prompt_sha256":"d806f3e9d02ad2636ad7428538524e666dfca9132cbeb3dc589ec8ceef0bfbe5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065875520405643},"components":{"alpha":1.0,"bonus":1.065875520405643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065875520405643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5091,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2ee56bdfa7f72612b0e7cf2ddbd1cd6ce303b8cd337d58763d6fd949c45f322","formula_version":"titan-u-contract-v1","latency_ms":25.078790999998546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_433","prompt_sha256":"d50b1be72c4a3a58e593ac96b89e317dfe0e3a0191d9ecddd156df8a6e229029","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649965118780906},"components":{"alpha":1.0,"bonus":1.0649965118780906,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649965118780906,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4934,"eligible_count":122,"excluded_count":18,"feature_sha256":"913fe14bf7078493f9373e6f034f1a6f04b56ce1e8c703d64a9b7ae499e26cdd","formula_version":"titan-u-contract-v1","latency_ms":26.108290999999895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316631785447572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_553","prompt_sha256":"36fae0d7419771d4fbfe362cbb56b5f544b768a9c37c0aa4565e686c65b5f1cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064889210786737},"components":{"alpha":1.0,"bonus":1.064889210786737,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064889210786737,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"6329bf2bc618f5ec3fdb519bfd4996e5b4aabba2a07048f6b8955ed70f81c386","formula_version":"titan-u-contract-v1","latency_ms":25.9542080000017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315558774534035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_479","prompt_sha256":"76f5f02fa2b88d22f9df73fb5e4ebfc2707877d7016aa856d4b0c7c5259fed3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721863},"components":{"alpha":1.0,"bonus":1.0645144469721863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4836,"eligible_count":122,"excluded_count":18,"feature_sha256":"153596125ad01ed840e052197dbcc7391e84f1be5cbb20ecea14e4f4b21a7790","formula_version":"titan-u-contract-v1","latency_ms":23.448166999997966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031181113638853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_370","prompt_sha256":"6b1d5f712b16da61268c9482245c5529aec578436094a167c511a66a6e0f0988","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652483425239394},"components":{"alpha":1.0,"bonus":1.0652483425239394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652483425239394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4981,"eligible_count":122,"excluded_count":18,"feature_sha256":"9471b0c54c906a891c739368ec02d4ceeb11a736b172fae55abf1d27b9f8bdcd","formula_version":"titan-u-contract-v1","latency_ms":28.061958999998637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031915009190606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_51","prompt_sha256":"a9691c8d47843270ebb09fa41a9437109ebb2ca0b07c340aa252cb539e11012d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660289043923716},"components":{"alpha":1.0,"bonus":1.0660289043923716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660289043923716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5113,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d2b94af046477e273de4e7fcb64f1c2cf6030becdf550ca854f91b5726951cb","formula_version":"titan-u-contract-v1","latency_ms":40.01399999999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326955710590382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_463","prompt_sha256":"b5855c5cec38f198a9329e6ea6e68d91726023911f81070dde96f37beede1d3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"4de8cfb2ff350288506a902c8cb5b4b0eebb721aa8f7316112a69c09e5404705","formula_version":"titan-u-contract-v1","latency_ms":28.8041670000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_68","prompt_sha256":"60d974630fb8fbb24348e7cc6df88253f564b35e7a562f14e1e1dada8e2189c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065022534972852},"components":{"alpha":1.0,"bonus":1.065022534972852,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065022534972852,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"f221b5bb41cbc5e93a7e7a6f8556acd2fef78eb7788264688d6eeea61096a1b7","formula_version":"titan-u-contract-v1","latency_ms":32.53937499999893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_149","prompt_sha256":"52c273a057808d616d2d2d2771fa9ce4a8bfd08eea625e854dd11778f309e395","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687237716079865},"components":{"alpha":1.0,"bonus":1.0687237716079865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687237716079865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5463,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8f5f1b682124c8fe7c67d37b70768010c9ac7656979b6e6c9b860c68e21aa5d","formula_version":"titan-u-contract-v1","latency_ms":35.22099999999284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035390438274653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_43","prompt_sha256":"6c6083bd1dfcc754c7b433a4ca6a5a34f008ffabe303b238e759c1e3895152d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646937499816553},"components":{"alpha":1.0,"bonus":1.0646937499816553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646937499816553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"352e1738156fe98d6a26a3bfaecbd37cce5785793b25037fb62a088ea2ed8ffb","formula_version":"titan-u-contract-v1","latency_ms":29.73362500000576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031360416648322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_439","prompt_sha256":"d4c92aaba1a1fa95c661101430af11a061efabc1738c4ae9614d8b20c6cd614f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065101700689892},"components":{"alpha":1.0,"bonus":1.065101700689892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065101700689892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4954,"eligible_count":122,"excluded_count":18,"feature_sha256":"93da455bd4e968cc4e9624ff52bcaca53186a55edf1f19c1dc7fc12670f39b54","formula_version":"titan-u-contract-v1","latency_ms":25.781708000010894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_52","prompt_sha256":"c2fb640875cab5a30ea111ff17c2589acef88516186cc754bb3d46e8e7f017b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643630137316877},"components":{"alpha":1.0,"bonus":1.0643630137316877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643630137316877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a3326070b1f735262d8c5b4ce838ffec0eccb1aed7032b2173751fa71559686","formula_version":"titan-u-contract-v1","latency_ms":29.650999999986993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310296803983543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_77","prompt_sha256":"90618c95da97740655723708ef1c5feee313749547d860606f60951083cfd1a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9c4c15043776e28211931917794a73bc682ea06cc8aa1ed824f65dbe1a6607e","formula_version":"titan-u-contract-v1","latency_ms":30.41408400000023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_79","prompt_sha256":"d2138d09dd53f35458da0299264bf3b7469a6741a1c71cf5d0e2b5f744a70860","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064651384403599},"components":{"alpha":1.0,"bonus":1.064651384403599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064651384403599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"c68c5a1437af822ce8f62c0803e8eff22e186ac0082ee90a9bb72dc9df4501e9","formula_version":"titan-u-contract-v1","latency_ms":27.551708000004282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_379","prompt_sha256":"d7caf27488d5198c563c9f1cb7a05a7f2b1a1f5b0b7a26c48aa73b887ece0d4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659325472620207},"components":{"alpha":1.0,"bonus":1.0659325472620207,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659325472620207,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5096,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a9ce9c3b6d53a6c6d00a7a9d96c0a3d9f82c20d9ab46a2203b338a5ea32d422","formula_version":"titan-u-contract-v1","latency_ms":29.990625000010596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325992139286873,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_769","prompt_sha256":"0dac9a13bb561c9ba0b513c73790a1f4d95f782f47f8c7015198741a0f2fb0f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030172},"components":{"alpha":1.0,"bonus":1.064090754030172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"58cf45433372d3eb21733c626024689691dc62a59de9f647a526126076ab7ce0","formula_version":"titan-u-contract-v1","latency_ms":24.239125000008244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_328","prompt_sha256":"e3d999e95c269a4ea056c3e19b16807e67eaada7d36e8401fec6bf45b5481f59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447357},"components":{"alpha":1.0,"bonus":1.0649246195447357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd71952191cfd0ece7f1aca489b4e4687331c91a25afa982e9652d228505a505","formula_version":"titan-u-contract-v1","latency_ms":22.993083000002912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315912862114023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_179","prompt_sha256":"262481efffffb13410b46716436bd6a45ed35921e4ca7830c3ad6195125a859d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbe265ec85df0a471701639bed0c9b3c5908d1998800b1bd7b94a852d60fab7d","formula_version":"titan-u-contract-v1","latency_ms":22.865957999997022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_100","prompt_sha256":"f4f39779a3d06924fa83377b733d3addd745f5fa248725fd266276854452835f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191655},"components":{"alpha":1.0,"bonus":1.0641469735191655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a1956f66204c85f997591e28dba683fe021ef018cc0618089e1de4004060f2b","formula_version":"titan-u-contract-v1","latency_ms":24.15283300000226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030813640185832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_42","prompt_sha256":"b34f36d7d6a766f50cb7bff210c51c0b49d29af848dd1154313d9f2a28846e0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728522},"components":{"alpha":1.0,"bonus":1.0650225349728522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"5707d18a3d0eed29af2891adfd2a9f3b4cc0be654447ab7e43181832af4aece7","formula_version":"titan-u-contract-v1","latency_ms":29.132416000010153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_510","prompt_sha256":"1e28779035b40820edc9780d00b82ef5132988c3cb01f6e7c948d6a7a205fadb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c058fd9df65bc05db7b0bf380a5f89d8c033ea9ebf4fe08c692d34d3b82d9e4","formula_version":"titan-u-contract-v1","latency_ms":23.59937500000342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_40","prompt_sha256":"1376a51aa4818f41561e260a8e26261dac0b177624e5bf896d4c6511bba8c53e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066120317436076},"components":{"alpha":1.0,"bonus":1.066120317436076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066120317436076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5135,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a535ea0b49c5d49c933be2a01bce13bbb8eb3f7ad5ea601b2e538b5ce40151e","formula_version":"titan-u-contract-v1","latency_ms":25.251707999998985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_141","prompt_sha256":"c0e692ebb416537cd269638516dc0489393d2dffb47f31cceb20cf39a9e28022","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663687836825024},"components":{"alpha":1.0,"bonus":1.0663687836825024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663687836825024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5164,"eligible_count":122,"excluded_count":18,"feature_sha256":"73772d95a6ac29a30c09c180a9f49075f7f8306c7ca6fc656d40e8e51c4f0aed","formula_version":"titan-u-contract-v1","latency_ms":24.55012499999043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033035450349169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_198","prompt_sha256":"6257ca0ccfe1c21061287f2b37d612ae7eadc5fb61f5e69048de1fc4762f4bfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654463596598844},"components":{"alpha":1.0,"bonus":1.0654463596598844,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654463596598844,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5016,"eligible_count":122,"excluded_count":18,"feature_sha256":"c86a5255d812053ee144065617ac94cc69939ebcbe24564637577c867f9214ee","formula_version":"titan-u-contract-v1","latency_ms":25.366750000003435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032113026326551,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_761","prompt_sha256":"6f8bb554169ba9fa2f3cb8f428e4a10a10cebd672551b8569ae4109a553bd1e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648442117570531},"components":{"alpha":1.0,"bonus":1.0648442117570531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648442117570531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4904,"eligible_count":122,"excluded_count":18,"feature_sha256":"971976ba78f1f45c18ef3a823fc86b96a4873028414db3b6af573035a997f655","formula_version":"titan-u-contract-v1","latency_ms":25.40950000000919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315108784237197,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_569","prompt_sha256":"178f9e629198c0c33fa1fdf2dad6680780631a7df8d1bb83cd80f3dbd37adef3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872865},"components":{"alpha":1.0,"bonus":1.0649297071872865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4921,"eligible_count":122,"excluded_count":18,"feature_sha256":"13ed8e5053d872a729d73f607c66dd8373509a20a99e4cb6c3ef7a6972bb4883","formula_version":"titan-u-contract-v1","latency_ms":28.011917000000608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031596373853953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_577","prompt_sha256":"890b833414288c694369c8e7778553bc94f31e4d20cc529967403a3580cd07a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064220551771342},"components":{"alpha":1.0,"bonus":1.064220551771342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064220551771342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"1671b55c1780401a908942a7d2e46717dee64df95988007a9d5f0bf779bb6776","formula_version":"titan-u-contract-v1","latency_ms":23.383625000008124,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380085,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_400","prompt_sha256":"aaea3f0f61f7ea71fb176c7760d6647353d6349531f501c80ae38b701f0bd620","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130044},"components":{"alpha":1.0,"bonus":1.0648992910130044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4915,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7ef37f2438920124ce78f5055e7633d5f7cdd0004d6c753484ed10ba8e77a4e","formula_version":"titan-u-contract-v1","latency_ms":24.855000000002292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031565957679671,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_506","prompt_sha256":"e78bb26fea356f99688c5ac897f525d324e5274444eb6a93821f2c67cc49fcb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646327455101594},"components":{"alpha":1.0,"bonus":1.0646327455101594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646327455101594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"de394fd6a9db0100cbb71b78f709dfb03bf40efe3004c79501e3333be9290c84","formula_version":"titan-u-contract-v1","latency_ms":23.951166000003354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031299412176826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_247","prompt_sha256":"3b25dd1f0b19f2477976f83243a53883f29ec23460f2e5efb5a63e074ab3b15a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646937499816553},"components":{"alpha":1.0,"bonus":1.0646937499816553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646937499816553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfb68d10f6bf9d51efd432eb955d4c57ff64d7075645bde251f1976cee243b3c","formula_version":"titan-u-contract-v1","latency_ms":24.259791000005748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031360416648322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_17","prompt_sha256":"6e74369770bef725e6cac14af16d3ae924908d07a90d971e55d33f5ba5664707","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677523157607762},"components":{"alpha":1.0,"bonus":1.0677523157607762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677523157607762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5346,"eligible_count":122,"excluded_count":18,"feature_sha256":"878f0967840a969410996ba8d103fa1c6f9315ead381e160e7d715f441b0c31e","formula_version":"titan-u-contract-v1","latency_ms":27.73670800000616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344189824274428,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_625","prompt_sha256":"7551b7b74a5a838b01dee5e560dab4c42fd8d24915cdc6746fe60577538cd7d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064844211757053},"components":{"alpha":1.0,"bonus":1.064844211757053,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064844211757053,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4904,"eligible_count":122,"excluded_count":18,"feature_sha256":"38db98481fa26355014f8f604e6b572c2f98199bae2fd26edc69d6df50431e93","formula_version":"titan-u-contract-v1","latency_ms":25.95270899999491,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315108784237195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_438","prompt_sha256":"344b02c40b667503804301174e527129fe240a88cb2fbeba50c83be86506d381","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657817883190253},"components":{"alpha":1.0,"bonus":1.0657817883190253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657817883190253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5072,"eligible_count":122,"excluded_count":18,"feature_sha256":"06b066e2564b3075651ab16aa0df347ee35e3ed6255e2d4ff9a8ac6798d4a59d","formula_version":"titan-u-contract-v1","latency_ms":28.16879200000244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324484549856918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_620","prompt_sha256":"a31e1c4efac059caa081802e832fbe9a3ad579e8fbcfc29060d8c93c58c1912f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703694200193221},"components":{"alpha":1.0,"bonus":1.0703694200193221,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703694200193221,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5630,"eligible_count":122,"excluded_count":18,"feature_sha256":"954302ff26bbd4fcddea9827e4af47a299b6f97fae222ffd256750595a574afa","formula_version":"titan-u-contract-v1","latency_ms":25.686333999999533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370360866859887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_216","prompt_sha256":"014772b6e5644304ead7b7490f62a456fe4736948a2fb9d8491f834b7c0c3cf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4912,"eligible_count":122,"excluded_count":18,"feature_sha256":"65629f3fc89fdab9db788cb42da767281294d62640b90b11e321a7dc27dd87bf","formula_version":"titan-u-contract-v1","latency_ms":34.0974589999945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_441","prompt_sha256":"fa1b3be4434a8c69e7490bcb17b7e2bcbb7fe53e5c0d94220e1c4057240e84b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674069631588508},"components":{"alpha":1.0,"bonus":1.0674069631588508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674069631588508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5303,"eligible_count":122,"excluded_count":18,"feature_sha256":"410ae02027c60609732fb27e94f0db9dda2cd406fada84423ac1d5ec77120c2b","formula_version":"titan-u-contract-v1","latency_ms":26.41850000000545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340736298255173,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_413","prompt_sha256":"91b73107d96102d3c3b02c0ec62e2e811701a7ddda75b86c035ad7aa33ce50b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646890134271603},"components":{"alpha":1.0,"bonus":1.0646890134271603,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646890134271603,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f58a65e47f39a734f334ab206634319d36b1d9ee5c6a234eac1f706997f078e","formula_version":"titan-u-contract-v1","latency_ms":38.54841599999759,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313556800938268,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_635","prompt_sha256":"5d82c6591f7b750bcebbcd871445385c3a71ca52aef385b8dd54a0dc56d8edb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064904342094866},"components":{"alpha":1.0,"bonus":1.064904342094866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064904342094866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ac152d5d2e605e27e66dc980b241cbf187117808941397e34c2f9ceb57e617a","formula_version":"titan-u-contract-v1","latency_ms":32.742958000000044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315710087615326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_140","prompt_sha256":"f34347e468e6104f06e6e1fc78d8629b4aa0b683503a7a4bef75ef3bdd8d8471","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519664},"components":{"alpha":1.0,"bonus":1.0647608299519664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4887,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c4ac204b591b8b8d26bfe529c27433b06048e3e3f72afcde3c912ca21b054f8","formula_version":"titan-u-contract-v1","latency_ms":30.96462500000996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031427496618633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_573","prompt_sha256":"a3491344c6188d4394dbafb15b3c0e018fefac748896a6e8198939cf7deb33d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661071709729748},"components":{"alpha":1.0,"bonus":1.0661071709729748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661071709729748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5123,"eligible_count":122,"excluded_count":18,"feature_sha256":"82bc9c2951fb12a0b2b9fee885de741da8f4c299c5da344efd9da980b5817aaa","formula_version":"titan-u-contract-v1","latency_ms":25.93983299999536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327738376396414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_91","prompt_sha256":"66c078c6ae0bda44cad9658e55c3ae1f753dc8aac3809798efe22d2f7a01cffd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191653},"components":{"alpha":1.0,"bonus":1.0641469735191653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"05d5d911b9c05ebdab0c3a186813f5055486787a35d14bbe522eb2e42a401741","formula_version":"titan-u-contract-v1","latency_ms":24.055665999995313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858319,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_706","prompt_sha256":"85cdac63f0ea3b99e341c527e542378038caa7f250252b16fe623c13383467de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696507936296313},"components":{"alpha":1.0,"bonus":1.0696507936296313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696507936296313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5558,"eligible_count":122,"excluded_count":18,"feature_sha256":"a951c2605a42a473e1ecf70a73d37ddc5115556c220b7ee175fc05e634030fbb","formula_version":"titan-u-contract-v1","latency_ms":26.1746249999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036317460296298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_210","prompt_sha256":"86bc5d39884db51823e34a8b2ca23a26310bb122890565cc08790590184743ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649836},"components":{"alpha":1.0,"bonus":1.0642363789649836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"4dbe05def985af1f36df49361bc342024939c63272ae9e075792b6e64af5d630","formula_version":"titan-u-contract-v1","latency_ms":33.683917000004726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309030456316501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_499","prompt_sha256":"4cbe86390ff849092524f24a207e796c94e8d3e758fcd747d1259c802266d04a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208839},"components":{"alpha":1.0,"bonus":1.0642724187208839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef97b6d38e42e809a3fc0869395ea2f0235bb887f889d4a6e58cb3b48c3dc9af","formula_version":"titan-u-contract-v1","latency_ms":27.308207999993783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_713","prompt_sha256":"5d86399ebe0a8f9baba8aa7912620d49bc4c6e93b3a5d5606fea1194db24594b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711253756271952},"components":{"alpha":1.0,"bonus":1.0711253756271952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711253756271952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5702,"eligible_count":122,"excluded_count":18,"feature_sha256":"92ac80bd910ba77c761ed0a4100db4f5cfea12be3b55998e8416eb42171a6c36","formula_version":"titan-u-contract-v1","latency_ms":27.63654199999621,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377920422938618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_93","prompt_sha256":"7f58eb73f5a68283ee3e2fe76e7b64fad849d3a2cf2584552f4c5ae3364c089d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650017018765743},"components":{"alpha":1.0,"bonus":1.0650017018765743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650017018765743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4943,"eligible_count":122,"excluded_count":18,"feature_sha256":"10a0220845d8376eefcc299bd69bb1ce5c51408eca96b4677d213aadf2d31c33","formula_version":"titan-u-contract-v1","latency_ms":25.266291999997748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316683685432408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_692","prompt_sha256":"4709b63c0e0c6fde94393ffa8980ed9c30224c6776caf9e5d4d2d1723cc3e52c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713434},"components":{"alpha":1.0,"bonus":1.0642205517713434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f086c60232dc9c9c67ccf1cbbd4baa90535d4ec47aa877fc1ce129f0f868de0","formula_version":"titan-u-contract-v1","latency_ms":24.07054100000039,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03088721843801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_105","prompt_sha256":"39d2015e6cb62479eb8a37e477b355a3e62e60e2f0529ab8e919a829cde34b9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4765,"eligible_count":122,"excluded_count":18,"feature_sha256":"870d6d08798d782bc2287cd5239e6d71ab0641851ff73865d4aae7b972b2e043","formula_version":"titan-u-contract-v1","latency_ms":23.10504199999741,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_278","prompt_sha256":"9a240acf174ab13e11371bd1e6f13946b2379c53f29c3c508c1a81ab79872639","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"a49ec95c57bf39632a296172353c1dfbddc4a1c7ad8f3a17be84b413876c4437","formula_version":"titan-u-contract-v1","latency_ms":25.463707999989538,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_513","prompt_sha256":"3adef7dafb62555fe978960d6a69f06d0696d8a4fffc8122fd3f98d9992337fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649758249897037},"components":{"alpha":1.0,"bonus":1.0649758249897037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649758249897037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4930,"eligible_count":122,"excluded_count":18,"feature_sha256":"796b12713e30a6e5de9511039ef86983e323d8eb988a985df20ecf5fb53dc929","formula_version":"titan-u-contract-v1","latency_ms":26.775374999999713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316424916563702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_111","prompt_sha256":"b9d5cf931aa9e16727e005685a0caa9cadaec1a6dd04dc2f69677ee785b81c86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064684284189449},"components":{"alpha":1.0,"bonus":1.064684284189449,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064684284189449,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4871,"eligible_count":122,"excluded_count":18,"feature_sha256":"68e1c17a5a553722876d5db578740b8df6302473fa910e71db88cae03dbd50b2","formula_version":"titan-u-contract-v1","latency_ms":25.96045800000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_157","prompt_sha256":"ce7c91ac82eb7957358a99f66b294f6ef063f683cb98b22bf4b27c5ba491c5f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647949076289291},"components":{"alpha":1.0,"bonus":1.0647949076289291,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647949076289291,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4894,"eligible_count":122,"excluded_count":18,"feature_sha256":"61a6b9225f8a8e3401820da78aeb15b484815fada30de74f41d5c67230ee25a0","formula_version":"titan-u-contract-v1","latency_ms":24.417999999997164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314615742955957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_70","prompt_sha256":"1235dde19aa04d1d74df90fdf1583fa69e7a5d7b043e5525bfeda29910a87f89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658128500116706},"components":{"alpha":1.0,"bonus":1.0658128500116706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658128500116706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5079,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f60070365fcb5a20323b85d1dc21569337aab275bbfde233b22a0104c991ac9","formula_version":"titan-u-contract-v1","latency_ms":32.50891700000125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324795166783372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_200","prompt_sha256":"93087da00d51e1af901934279d3228368107912efe2cc4ce3fb14951f1017835","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649603865872195},"components":{"alpha":1.0,"bonus":1.0649603865872195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649603865872195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fbee02a00d30790cfaa97611b75cf260a227063645a6428556a4aa84545fddc","formula_version":"titan-u-contract-v1","latency_ms":24.01720800000362,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031627053253886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_593","prompt_sha256":"526e0f882ce0567944571212ae9bb5298da8a477f4d6e1c0baa0379a6b245a1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915805},"components":{"alpha":1.0,"bonus":1.0652043377915805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0c5edd47c3747f926958ed0a51a68c7346c7475254f5cdb7ba67c231a461747","formula_version":"titan-u-contract-v1","latency_ms":26.27095799999779,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031871004458247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_389","prompt_sha256":"a0bd2c77a35eb600c4e0a1e5655c2f1c5ff870e5c9e0076e24203fa0fec9cdd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650277615219705},"components":{"alpha":1.0,"bonus":1.0650277615219705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650277615219705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4940,"eligible_count":122,"excluded_count":18,"feature_sha256":"41f0daa7bf3f16ec109513432892edbae1c65ef48082e59802406314a154b78b","formula_version":"titan-u-contract-v1","latency_ms":25.136792000012065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031694428188637,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_342","prompt_sha256":"92c4e959a5f0004a8cfce6d729d863b67a6dbb3524f95c8b04f7eb6f599503a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662466625094307},"components":{"alpha":1.0,"bonus":1.0662466625094307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662466625094307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5144,"eligible_count":122,"excluded_count":18,"feature_sha256":"973402011af836f83589a41b730bd553d275d88b6e4843969bd7ddbd648434b3","formula_version":"titan-u-contract-v1","latency_ms":24.142834000002722,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329133291760972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_540","prompt_sha256":"a2def477d332f4939176b92966885464e610d98bb1bce677a6560efac36469b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064435446756871},"components":{"alpha":1.0,"bonus":1.064435446756871,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064435446756871,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"d66da7d24a0d38aa396fcd29cf2299a301262a9fae5aa69c76e3229a25a47d21","formula_version":"titan-u-contract-v1","latency_ms":26.27854099999638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311021134235376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_489","prompt_sha256":"cac73450e7420412c562c89e57da4073ddea9d570057362d588d87f42ac40b48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654003098894331},"components":{"alpha":1.0,"bonus":1.0654003098894331,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654003098894331,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5008,"eligible_count":122,"excluded_count":18,"feature_sha256":"2545323867e14af585f6674cdd17fcb69fe63e30b5fa4d02b6850de159226fd1","formula_version":"titan-u-contract-v1","latency_ms":39.91283300000248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320669765560997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_708","prompt_sha256":"b6d1a0d15924bcd48b03dd1c2a085d6a439e45514480af18f2231bb4751653b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890672},"components":{"alpha":1.0,"bonus":1.0639972134890672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1d87ff5c914f4d0a2f567f53ce942755c824e3ba553d3abee562a1fda241124","formula_version":"titan-u-contract-v1","latency_ms":28.505832999996983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306638801557337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_453","prompt_sha256":"03d534d2c97fab823fcba63e97f91e4dd641720c6976672a00080652dc900df6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064563892516554},"components":{"alpha":1.0,"bonus":1.064563892516554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064563892516554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4845,"eligible_count":122,"excluded_count":18,"feature_sha256":"71a371696dfbb9a53b462b55d485e124b92db30b4d7fbdba4934ea241656b8b6","formula_version":"titan-u-contract-v1","latency_ms":36.184834000010824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832205,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_232","prompt_sha256":"498f5a518678704f82f64c163822463007d3c2ca41067494d303508e4bbdbe4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064087064694426},"components":{"alpha":1.0,"bonus":1.064087064694426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064087064694426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"5599bf44d7351fc0c09af1df5d75ae1d5091928201146cfe01aaab708a3ede5c","formula_version":"titan-u-contract-v1","latency_ms":43.54362499999809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_720","prompt_sha256":"6caed212580a80938dc4a1edcce25294d4dd3a5c2068b4c569f35900404ad030","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa146d780404220fe679cbceeecfcb35c8468af3c9a57c2cc1e9838edfab9951","formula_version":"titan-u-contract-v1","latency_ms":30.923833000002787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_580","prompt_sha256":"5937cbbb40e6c2517ca6faece3114748721ae5f2389353c48d7b4d64dc985122","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647900174447542},"components":{"alpha":1.0,"bonus":1.0647900174447542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647900174447542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4893,"eligible_count":122,"excluded_count":18,"feature_sha256":"45d11578dd8dcd02c5b2a75bf8d108ae109b6c8eb9c7419292c58cbde778a57a","formula_version":"titan-u-contract-v1","latency_ms":32.00612500000943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314566841114208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_444","prompt_sha256":"9f9cbd8e423adabdf113047cc4067c50fad5fb8c04e97c56da04b2e7f6818914","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656412535417348},"components":{"alpha":1.0,"bonus":1.0656412535417348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656412535417348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5049,"eligible_count":122,"excluded_count":18,"feature_sha256":"d18b1bc4706cd22de474f16da1a86192802bc5172712737e9da34a21f2cfa5d7","formula_version":"titan-u-contract-v1","latency_ms":50.59487500000159,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323079202084013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_483","prompt_sha256":"d66dc83e07ca29f247baff936f54e6884cea1f6f482d1eca71213c3970ac08e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676774},"components":{"alpha":1.0,"bonus":1.0651123803676774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad6af772e1e394061ed7edfb8a43b509a49e773d163819ddbb818e1c05025781","formula_version":"titan-u-contract-v1","latency_ms":75.60633299999608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031779047034344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_312","prompt_sha256":"214504e8b0c479d0875c88dd3fa4ca371b4b1bd72422fabe2a10bdf7fc09aace","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646188431781582},"components":{"alpha":1.0,"bonus":1.0646188431781582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646188431781582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4857,"eligible_count":122,"excluded_count":18,"feature_sha256":"eeb6694c56311cbca801ed8f4e596eee3b7220e8609313e62dae010c04d79c95","formula_version":"titan-u-contract-v1","latency_ms":30.59741699999563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312855098448248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_296","prompt_sha256":"93559f8a2004c918bd4080c61aaed4fd804808a01338fac798d4705077cb9706","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640578138663328},"components":{"alpha":1.0,"bonus":1.0640578138663328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640578138663328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"17783555d55171d3ea01bbfd5d25cbb5ab186ec251b7e958cf16465c77338de7","formula_version":"titan-u-contract-v1","latency_ms":27.919750000009458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_244","prompt_sha256":"960d064589f34fe94de2bd37ed3e796e6e6996acaf9cf735d6c376c0ab037f63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915807},"components":{"alpha":1.0,"bonus":1.0652043377915807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"e531f5ab59443a3718b4fa777e0f8c59cd2698c54d3d7f48a541b678385a3315","formula_version":"titan-u-contract-v1","latency_ms":25.959458000002655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318710044582473,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_238","prompt_sha256":"8fe6df712179786dd97065bd7a56a29ab1d622d1b227ae2d588f70d0aeb65ee9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677687052037534},"components":{"alpha":1.0,"bonus":1.0677687052037534,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677687052037534,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5348,"eligible_count":122,"excluded_count":18,"feature_sha256":"54a218be82775dc5a309a67ae44b6db12dea5396f8c6d4331fd7ffa7d9ce8cb2","formula_version":"titan-u-contract-v1","latency_ms":34.191917000001126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03443537187042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_613","prompt_sha256":"38ad3ab560fd99669b8889a7e947454ca720a2ab164e5bd6f026878966b0fa4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686251425605233},"components":{"alpha":1.0,"bonus":1.0686251425605233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686251425605233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5448,"eligible_count":122,"excluded_count":18,"feature_sha256":"5900967497fe3e86fd7fdf7ad571c8225a9ffe1b00663d11d0dd0fb806e5cce6","formula_version":"titan-u-contract-v1","latency_ms":34.33495900000594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352918092271899,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_682","prompt_sha256":"62892eca95e9b5436c4063ecfe2e7bc56c46e66b41707a238dd1c1870f16ed8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686967859559136},"components":{"alpha":1.0,"bonus":1.0686967859559136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686967859559136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5456,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea558ca22127eb900bdeffc30848a2bb3f425e4194f769fbc3c72fee158a82b3","formula_version":"titan-u-contract-v1","latency_ms":29.018458000010128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353634526225801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_554","prompt_sha256":"1a799da5af07d00b3ed6f4c409999c8f79ebec708972ec762419dca08bcc2e3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065155391392496},"components":{"alpha":1.0,"bonus":1.065155391392496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065155391392496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"60e9ed0552df1867800cea718eb32acba219eb094305f133eca96c4db759f5ca","formula_version":"titan-u-contract-v1","latency_ms":42.70433399999263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318220580591626,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_199","prompt_sha256":"734d12b091df8440ef50617dca69201251a1e9e78aaf6a54d945ac3f411b4f4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656654171220907},"components":{"alpha":1.0,"bonus":1.0656654171220907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656654171220907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5053,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba25dd2c4bfafd60979f5f2f4144aa6655e88a3ee8e8f721ebec41c88739d13a","formula_version":"titan-u-contract-v1","latency_ms":47.35304199999746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323320837887573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_293","prompt_sha256":"84697b2648d7878d61414ce721703b4a65c7f8cca534fb839c1bf5494da0ccdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665212470047187},"components":{"alpha":1.0,"bonus":1.0665212470047187,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665212470047187,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5184,"eligible_count":122,"excluded_count":18,"feature_sha256":"867e57add2cd732f9896803d1cd45baca623e4737962252b01b95c18389872b2","formula_version":"titan-u-contract-v1","latency_ms":26.902374999991707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331879136713853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_609","prompt_sha256":"81f48c97d47cf60bf5670d549ce3b5134ac98385ca023d76d3151ac7f424cc34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667856069754595},"components":{"alpha":1.0,"bonus":1.0667856069754595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667856069754595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5221,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed0125c5741fdc8ced6485fff9770505f16a55eccc1f0d5bfad1d5eb9231932b","formula_version":"titan-u-contract-v1","latency_ms":38.25816700000928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033452273642126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_289","prompt_sha256":"7c378f591df41c84723e20d21baeef20d13166d0cdb1b610aba05457aee386f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646842841894493},"components":{"alpha":1.0,"bonus":1.0646842841894493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646842841894493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"194d55670eaff5deb09c0547c1381b9c786ecf9c66fdfbb88578e371e2ff7b94","formula_version":"titan-u-contract-v1","latency_ms":33.23437500000637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_560","prompt_sha256":"eea2496628dbe1982c74437be26c17c6e04414a6c6b9bd9d843907e675acfd2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646420503213743},"components":{"alpha":1.0,"bonus":1.0646420503213743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646420503213743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"c760832a84079f74e3173ff0cd550c0cdbb694ca137efaf71ad0aaed520143c0","formula_version":"titan-u-contract-v1","latency_ms":31.780416999993122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313087169880408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_440","prompt_sha256":"3c6104b40d52be65d403c9c8bf03a74d252eb998b7de7d547a403246f5db45ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560635},"components":{"alpha":1.0,"bonus":1.0646607477560635,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560635,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"96cd7c90cc423c97e6387a6edf5fec3449b5c58f2dc7808a19c99e9b97c232bf","formula_version":"titan-u-contract-v1","latency_ms":25.578916000000618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03132741442273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_125","prompt_sha256":"ff1c7566eda4d85e495461a245d0033555d4561a8518d23806581e686728a716","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751064},"components":{"alpha":1.0,"bonus":1.0643883366751064,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751064,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4805,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fa83cab10c95e1c38be3ee77bd9e9f0632b47561beb90a326a8d2b4687c23e3","formula_version":"titan-u-contract-v1","latency_ms":24.29070800000943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031055003341773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_340","prompt_sha256":"9f44674471080807d1ca37e5e1f7eda290d13c33b28fcfb6d7a8e4ce448cc351","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650698370588194},"components":{"alpha":1.0,"bonus":1.0650698370588194,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650698370588194,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4948,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfb11bbae167bf29b8e4945ec2017a9a8a13ff0bb3381cdbba73ef25280cd066","formula_version":"titan-u-contract-v1","latency_ms":25.83795900000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031736503725486,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_583","prompt_sha256":"02a2f664b7aecdebbc31ad02f4af5b97751772e3253fdcdc69665bee61b9b1e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208839},"components":{"alpha":1.0,"bonus":1.0642724187208839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"541a53da42cc759f56429f7d8f0d5dfefe786d3c211a1e74d15c434c2cef3699","formula_version":"titan-u-contract-v1","latency_ms":26.563875000007897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_156","prompt_sha256":"6ac26580075cc2e1fbb738f70f1eb9913d82da4774c449af4fa2c841867899a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648942472435936},"components":{"alpha":1.0,"bonus":1.0648942472435936,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648942472435936,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4914,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cef74c8a48164d28fc1d8184a53f3ac9d90b9cab87b39d50735b01268a5e2ed","formula_version":"titan-u-contract-v1","latency_ms":22.976499999998623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315609139102602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_22","prompt_sha256":"28255c2bdda3f63859fed80d5cf5623c6bb8c596f6c81f49a737905f60a9ec5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659708932764065},"components":{"alpha":1.0,"bonus":1.0659708932764065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659708932764065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5102,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a1a0146055408f03a884e5a5e383609e12720e4a15287595a7cafae0ed27fdc","formula_version":"titan-u-contract-v1","latency_ms":24.495207999990498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032637559943073,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_39","prompt_sha256":"541028187ef973ac71af20a5115a7070d3dd61994e65791ddf00dd343d6c2cc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651988700766148},"components":{"alpha":1.0,"bonus":1.0651988700766148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651988700766148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4972,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bf57d7f4de0fe6629a3a426236f233bc1026288f39fc5abf0f504d5b11ce654","formula_version":"titan-u-contract-v1","latency_ms":25.667083000001867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318655367432814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_108","prompt_sha256":"0cee679e03ede0b088f87dd3ce65c55254117361ba29385ff04382245708fa6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942019},"components":{"alpha":1.0,"bonus":1.0642563277942019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"962ef734f4bc4c4c32d19830b6a459127ecd1f5990a8a3125e0610844eff940a","formula_version":"titan-u-contract-v1","latency_ms":26.69112499999926,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_480","prompt_sha256":"46ec28fe5e37e2b60f3170dc48048be10c21642d4a787a5af160917fd9747abe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644441074159319},"components":{"alpha":1.0,"bonus":1.0644441074159319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644441074159319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4818,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ea590753445b333b6c7b1d955a3b727d9b7f27372df10f26d0ab26b22736857","formula_version":"titan-u-contract-v1","latency_ms":33.55891600000405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311107740825984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_177","prompt_sha256":"0b59d23b1e7104acb9dc1670e98f6109a33c453e1aa8690a96008aab405a5d24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678510876112361},"components":{"alpha":1.0,"bonus":1.0678510876112361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678510876112361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5358,"eligible_count":122,"excluded_count":18,"feature_sha256":"28e17279d1b85dd694336fc22e54b2401b81897f27e47a9dceb3e23ae0f1b1cc","formula_version":"titan-u-contract-v1","latency_ms":26.86858399999892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345177542779027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_668","prompt_sha256":"2a8e15019370ff29edb2124148fad315ffb5dd4050c6ee7f9757d5316b238a6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681707531160456},"components":{"alpha":1.0,"bonus":1.0681707531160456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681707531160456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5396,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd6405e1346b843985faed261d275856ba3f62305ed144566fe3beb9b1f42822","formula_version":"titan-u-contract-v1","latency_ms":23.118749999994748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348374197827122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_20","prompt_sha256":"8519145690a2dae520a8cd7a367e917428f4d7e4804070fab533db5851905ca9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662332391707265},"components":{"alpha":1.0,"bonus":1.0662332391707265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662332391707265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5142,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ef37688d48a5c841eb5f611eb17cac27282138bc99d64e77a654a654552d87d","formula_version":"titan-u-contract-v1","latency_ms":26.481582999991815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032899905837393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_46","prompt_sha256":"56ee304c20fee0f9a991c338c074918a91a65569f798903f5c45489edbaca06a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648491823962678},"components":{"alpha":1.0,"bonus":1.0648491823962678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648491823962678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4903,"eligible_count":122,"excluded_count":18,"feature_sha256":"975037844c6f7bea21cadc46c84a194901691bcae4c96b1c36758b21360a7c97","formula_version":"titan-u-contract-v1","latency_ms":26.71875000000057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315158490629344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_124","prompt_sha256":"183be89f789b2c73eada2bea8127d2d22d8b3fa06088e027de928ac44497fc8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941362},"components":{"alpha":1.0,"bonus":1.0644658871941362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"16084637db35af5f68fac77a98fa209d3c1358c425da9e349f63beb2996bab69","formula_version":"titan-u-contract-v1","latency_ms":25.03654100000574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_129","prompt_sha256":"63c1f5a3c50335376b024dbccb4c4acb431ee6252a0904b3b159d516b1eaba0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069945679841972},"components":{"alpha":1.0,"bonus":1.069945679841972,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069945679841972,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5588,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4889bcf317a97aec586828dd0a0b50871ae5aab49ca757dae4a136b6f80ee0f","formula_version":"titan-u-contract-v1","latency_ms":25.663833999999497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366123465086385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_173","prompt_sha256":"849e311b90d563fbcd897eff95656bf214cc1286235f021dae9d6faec040c54d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777708997},"components":{"alpha":1.0,"bonus":1.0645729777708997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777708997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"27e93bfe0490c387ac72a5e648cdc1bfb47c26e531cfdb13a5a97953443cc49e","formula_version":"titan-u-contract-v1","latency_ms":23.324125000002027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312396444375662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_196","prompt_sha256":"52a9808401bc46666878e3974adf74c88dd5ad657538d6ab03550f900190bf53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072607981889236},"components":{"alpha":1.0,"bonus":1.072607981889236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072607981889236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5834,"eligible_count":122,"excluded_count":18,"feature_sha256":"fec9eeedd8f618bc021681bc693bbc14e670f4c13c3f784d3449c2054ce30d51","formula_version":"titan-u-contract-v1","latency_ms":27.956374999988043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392746485559026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_221","prompt_sha256":"ca4c1c151f6762ce660801edd064d6ba8bc5d4753a4b3372d25e941d2b0c7aa4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679509037462818},"components":{"alpha":1.0,"bonus":1.0679509037462818,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679509037462818,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5370,"eligible_count":122,"excluded_count":18,"feature_sha256":"e846c6b1b12745c7f6f762c42868f7672ead4e97eab588f5226c81a79df7584d","formula_version":"titan-u-contract-v1","latency_ms":26.18250000000444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346175704129483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_285","prompt_sha256":"617ff7715c557cb0031fbf755f8da1c41dc655f337ff382917850a389a25249b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674227284679674},"components":{"alpha":1.0,"bonus":1.0674227284679674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674227284679674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5305,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a07bb81b10da4447c4799101278fbb15f7e57197a9a51c4a8901ccd8f866893","formula_version":"titan-u-contract-v1","latency_ms":25.28775000000394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034089395134634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_325","prompt_sha256":"05b4596f25f95a34b1cc1a1d2052a388cf6f81f0c855f351a5606901c74bdbce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692488638350288},"components":{"alpha":1.0,"bonus":1.0692488638350288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692488638350288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5516,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4efffc3b9abb4a94a9edff3fdca223ac64ab45aa621b9ed939d7e44e443eefb","formula_version":"titan-u-contract-v1","latency_ms":27.38587500000733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359155305016954,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_338","prompt_sha256":"0e9f9b5682552007c6777a2b870877f052cad9c13e52c8754838ffc8c960e09b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068669865416818},"components":{"alpha":1.0,"bonus":1.068669865416818,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068669865416818,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5453,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0ba85644317c76bc2aa4d7fd350e1b621c5ed237f321c9d37a4cff998cf64d9","formula_version":"titan-u-contract-v1","latency_ms":26.032291000007035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353365320834846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_391","prompt_sha256":"234143e28a3b4aaa0ba3f331da626ac22afa8fc31e4bf9557ff013c9002f2260","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646701403779952},"components":{"alpha":1.0,"bonus":1.0646701403779952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646701403779952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4868,"eligible_count":122,"excluded_count":18,"feature_sha256":"22f457a20fb015494755f41a2ed50bf0980b6741188936cdc1daa9d1ac2acb10","formula_version":"titan-u-contract-v1","latency_ms":24.970875000008164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313368070446618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_421","prompt_sha256":"d23cdc29115f35be36432d6ba87cecaf040f905a3590636843202e12330b3c0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723522079114212},"components":{"alpha":1.0,"bonus":1.0723522079114212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723522079114212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5812,"eligible_count":122,"excluded_count":18,"feature_sha256":"b550f3e24d364d6886bd266d26d135cbbb9836611270ab3cb2f492fa397fac17","formula_version":"titan-u-contract-v1","latency_ms":26.671584000013127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390188745780877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_589","prompt_sha256":"1407c38c886894c03de4a346b1f416d9b0b0686828e01cd0fd5b310281c03ead","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759466798185215},"components":{"alpha":1.0,"bonus":1.0759466798185215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759466798185215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6098,"eligible_count":122,"excluded_count":18,"feature_sha256":"e331bd020a0703978dd40e28b2b8e6f09dfd007c81dda4ed2421db2f5288a1b9","formula_version":"titan-u-contract-v1","latency_ms":27.450375000000804,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042613346485188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_590","prompt_sha256":"90a357409f96971e6d0802e30549134e3e53c991bdf8f0cbb9573c3ee93141b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656775426929106},"components":{"alpha":1.0,"bonus":1.0656775426929106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656775426929106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5057,"eligible_count":122,"excluded_count":18,"feature_sha256":"860480dec9c67467136df2c8c324f558f6dee802632ad38a93ccf17290d1ebee","formula_version":"titan-u-contract-v1","latency_ms":26.11808300000007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323442093595772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_611","prompt_sha256":"2b028f3e9b9cf9f3538a52c29039a52176dc1d4c65655b45665c7fa91a5bc87e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064991329190055},"components":{"alpha":1.0,"bonus":1.064991329190055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064991329190055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4933,"eligible_count":122,"excluded_count":18,"feature_sha256":"aee39a31839866af44cba24acbba945a43c7f0de792c78183289012b290428ee","formula_version":"titan-u-contract-v1","latency_ms":27.763750000005416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316579958567216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_617","prompt_sha256":"20b9c02fdc2c6bde2eec907d00d080c116bba563cc5567fd289314093843bf17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4867,"eligible_count":122,"excluded_count":18,"feature_sha256":"de2b6b8283e2759f8920dc3ab6d116277900b351954973aed51ad320b72ceb0c","formula_version":"titan-u-contract-v1","latency_ms":29.0072079999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_679","prompt_sha256":"0a26fbf37361e3cd15b6c3c6772a92a2f61abe3836816c78380e84dad9ee3d93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406075},"components":{"alpha":1.0,"bonus":1.0647032450406075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4fc9e026228cda503d1ecb06d225273cf724e23ebdb3a1472ce7144d0dd4b71","formula_version":"titan-u-contract-v1","latency_ms":26.352041999999187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031369911707274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_681","prompt_sha256":"c0adfb016e902a8aedff58a1617c9b87474b562804ca69834bba15a2d4529981","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647705298560812},"components":{"alpha":1.0,"bonus":1.0647705298560812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647705298560812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4889,"eligible_count":122,"excluded_count":18,"feature_sha256":"1444f3d5442de7e1274560434fbae7217b2c1ef214f177b22dcd807a268c5998","formula_version":"titan-u-contract-v1","latency_ms":23.645208000004914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314371965227478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_683","prompt_sha256":"9abe584b54f71a63a32a13597566b644206be3e93b2320f15f2ac69940dc0ab7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4867,"eligible_count":122,"excluded_count":18,"feature_sha256":"60b5c9546d199180419252b2273599a1488c9e2f1b41479ff7cde65ea969f6e9","formula_version":"titan-u-contract-v1","latency_ms":26.24741600000391,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_685","prompt_sha256":"f19fa168207489d9ca71e40365a4be5a7784c721bdc73ba6e19be777965fc07f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692865940955683},"components":{"alpha":1.0,"bonus":1.0692865940955683,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692865940955683,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5520,"eligible_count":122,"excluded_count":18,"feature_sha256":"3154bc733a64cc3feffd1b4762b5c68a2884049ef2da2b92b99a8bff73daabf8","formula_version":"titan-u-contract-v1","latency_ms":32.87970899999948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359532607622348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_730","prompt_sha256":"72b98f5c32e48ab84af2ce3383463ea35731ab27a9204ef44875b2e1df32a113","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068386765759479},"components":{"alpha":1.0,"bonus":1.068386765759479,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068386765759479,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5421,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cd94db4eb116f3c0ed9f6c8d36c5be973698f4751acc0db8b7c68263f507b46","formula_version":"titan-u-contract-v1","latency_ms":33.13275000000715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350534324261456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_business_783","prompt_sha256":"cedef640fbe8d3ede4c051cdf9ccb3ff0a3c86b3691653b2cc8e36e9345232b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4867,"eligible_count":122,"excluded_count":18,"feature_sha256":"a68c558af50e2fc6a853f19757b662e9314db72a9eef1ac5b0dbe49dd5a7d442","formula_version":"titan-u-contract-v1","latency_ms":32.37120900000434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5855","prompt_sha256":"78ec4b8d6b50231945367f8cf36895387fd075dd9779a5ffc297b085fc827a8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728522},"components":{"alpha":1.0,"bonus":1.0650225349728522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"23b666bccc2962479fc13a757723d09840ee07e7b061f9c188c31bbd4af4fc84","formula_version":"titan-u-contract-v1","latency_ms":26.405042000007484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6319","prompt_sha256":"39588445af01e9db2306b14e01f19040272f256cd16d075a8a8cc674ec18c69e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065101700689892},"components":{"alpha":1.0,"bonus":1.065101700689892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065101700689892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4962,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e6b6cae12277c1934aabf873dcb3163f248d11a27c67cd3111e269b25b37279","formula_version":"titan-u-contract-v1","latency_ms":24.840375000010795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6187","prompt_sha256":"b4c422988d788d724dc33ba5fb81d9abf2df1f9d565d92dce4c674dd4806477e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065292814793191},"components":{"alpha":1.0,"bonus":1.065292814793191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065292814793191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4986,"eligible_count":122,"excluded_count":18,"feature_sha256":"81622ebe0df8f834bfc35c888757dfea3d73ad0653467fa8043e0b4777913ab1","formula_version":"titan-u-contract-v1","latency_ms":25.375249999996186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5796","prompt_sha256":"4b0477a44112008ccccf8b806bfb9f2834f06f956a3ebd3e7a0eecd8c3961a07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066355098132184},"components":{"alpha":1.0,"bonus":1.066355098132184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066355098132184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5160,"eligible_count":122,"excluded_count":18,"feature_sha256":"e19705507b0571b03b221d0047d06b22c0075a0a6fba10de5dce64072a05ce4c","formula_version":"titan-u-contract-v1","latency_ms":23.583166999998184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330217647988507,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5794","prompt_sha256":"eba841e390c9b5845ecb0836d63dcc8aacbf263d86497c6b48b3914ae3c5be37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651879565656477},"components":{"alpha":1.0,"bonus":1.0651879565656477,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651879565656477,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4972,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0398f2512d343e09781527d3366cd39299e4ec63d6e938dbeb19b9815857ece","formula_version":"titan-u-contract-v1","latency_ms":26.18870799999229,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318546232323142,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6392","prompt_sha256":"7e12ac54dd7460999084efaa333c8c3d40594cd8fca051c34a852feca13a3aa8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671433976977978},"components":{"alpha":1.0,"bonus":1.0671433976977978,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671433976977978,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5269,"eligible_count":122,"excluded_count":18,"feature_sha256":"888d5fde9e2b41d0f85367ba44c1ab820ed6c6194f820a4e273d864c67f559bd","formula_version":"titan-u-contract-v1","latency_ms":24.046292000008407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338100643644643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6111","prompt_sha256":"65776ccabce7367993e9a5cd95fd2716030652b3e3d023d40d60f00329db25e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668882321967939},"components":{"alpha":1.0,"bonus":1.0668882321967939,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668882321967939,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5235,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6f3f18b683d988a4112f95a3d21de171d1a300d88566da2175615c3b45b11fe","formula_version":"titan-u-contract-v1","latency_ms":22.50083300000938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335548988634604,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5837","prompt_sha256":"eb022464dabb297827ccf58e20151eee668188edc192f7537398b689a7167eae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872865},"components":{"alpha":1.0,"bonus":1.0649297071872865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4921,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cfed0a8e0096c31df7a4089b226b922386da56dd8a59a45ff47a27fbe35fa87","formula_version":"titan-u-contract-v1","latency_ms":29.649042000002623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031596373853953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5895","prompt_sha256":"5df7ee4c9d25a67f747f6f843d0b5c83ddb8cee39b8795e7e78c2499665a53af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663756373811246},"components":{"alpha":1.0,"bonus":1.0663756373811246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663756373811246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5163,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d41d202788db4a5d034d6e9dc102a98b0394f3ea0893413309323bfcc3b1654","formula_version":"titan-u-contract-v1","latency_ms":32.51062500000046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330423040477912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5912","prompt_sha256":"e247796905128f53908b2f5026069b4156e116ddd05bb50b533aa6f6b99b5437","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645684314840922},"components":{"alpha":1.0,"bonus":1.0645684314840922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645684314840922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4845,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3d85d3958009c09c2f013bce0dfb818a3b982c8ebf6038c2e97f0b35c32a38b","formula_version":"titan-u-contract-v1","latency_ms":28.835666999995624,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312350981507588,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5667","prompt_sha256":"b6344fe1c39b1f275e135a12cac33a1966f7c5cd1ffd98654db1c10f86a37813","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643546313376946},"components":{"alpha":1.0,"bonus":1.0643546313376946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643546313376946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc6f321e86dc912e9559da7b476f0953ba115560d121bf6151f312c9a09244c4","formula_version":"titan-u-contract-v1","latency_ms":27.27624999999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310212980043612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5897","prompt_sha256":"828d49220d15850cc9529322083acf4f07993a1cb1e1281420ff8637289da577","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064248326284801},"components":{"alpha":1.0,"bonus":1.064248326284801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064248326284801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"e20ad4b5a596c694699f11491cabea8880c217ae36c83914f800c7ba68082c21","formula_version":"titan-u-contract-v1","latency_ms":25.38745799999731,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514676,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5732","prompt_sha256":"b0d8fd093a16035afdd5f3827027215fbcb3648a35673f6b27c8fbfec89e19a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068669865416818},"components":{"alpha":1.0,"bonus":1.068669865416818,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068669865416818,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5455,"eligible_count":122,"excluded_count":18,"feature_sha256":"48a114063b7568b8ae1f81baa32fc42788ad2334a7dee043244675e351fe2c3e","formula_version":"titan-u-contract-v1","latency_ms":23.41974999998797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353365320834846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6416","prompt_sha256":"91865b15ac4d6b044ab57cde11abe4d3060968e7ab4c58a5a037d1987b47dcfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676774},"components":{"alpha":1.0,"bonus":1.0651123803676774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4955,"eligible_count":122,"excluded_count":18,"feature_sha256":"68fd22d9a5a84163da513129068c3c60a6d9098a268409b82a17bfea0b2a1d40","formula_version":"titan-u-contract-v1","latency_ms":27.962875000000054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031779047034344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6059","prompt_sha256":"91964fbbc1f11aaa7e371dfeb6b94e59e631038101c8518b248d1f3e2ca75156","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655873123834103},"components":{"alpha":1.0,"bonus":1.0655873123834103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655873123834103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5040,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5feae7506c5fc2faef2895dd69bed62fa36fa14931b7720334704edcbe5ddc3","formula_version":"titan-u-contract-v1","latency_ms":26.39250000000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322539790500769,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5639","prompt_sha256":"71d4bc167e4c68a1cc9f3f66b92321db682f678370f60e8e2ae8340ae97d6ca0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698960814023015},"components":{"alpha":1.0,"bonus":1.0698960814023015,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698960814023015,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5583,"eligible_count":122,"excluded_count":18,"feature_sha256":"652c69d1504c70fc36528008e21c2046295a6ef1f218c3beb7c79b488a829c94","formula_version":"titan-u-contract-v1","latency_ms":26.491583999998625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036562748068968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6331","prompt_sha256":"cab822288155578587898ad2368bcc7ded70c7a96e6e81ae1fb4f05d7f932ca9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067059924658639},"components":{"alpha":1.0,"bonus":1.067059924658639,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067059924658639,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5259,"eligible_count":122,"excluded_count":18,"feature_sha256":"889b3a4fdc6a25778dc0e8bc3f685b0c3280fbbf3f1f8a0ee564dca041b8c288","formula_version":"titan-u-contract-v1","latency_ms":29.560540999995055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337265913253055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5747","prompt_sha256":"4e64b702453712712b1356d8711035bfc62b6cca0a6e0691c2e3c232c64df390","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112627},"components":{"alpha":1.0,"bonus":1.0639455020112627,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112627,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"75cf6f390eb4a40ae95a2ce65cce825c75bdeb0a739e4bc469f0f8d9ead3a9ab","formula_version":"titan-u-contract-v1","latency_ms":25.54858299998841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779293,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5621","prompt_sha256":"1e46b4c30e151d37c9cfbd6a02e81675dfc575d5818d0f84cdf95b9824dd7c81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"d80ac98a20fe2157e14d7ed9aa3ab0ea15d1f3852ed556c714a188868c0090b6","formula_version":"titan-u-contract-v1","latency_ms":29.27850000000376,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5846","prompt_sha256":"c178a7aefddc7b43cd5175aa118bc45025be1b40d226f5712a0f8a4b39d11be8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654870365236735},"components":{"alpha":1.0,"bonus":1.0654870365236735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654870365236735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5023,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb5d1805a1bab03a58ac16320c8e1f69350d23ecc67cb8f1cf140df3579018e7","formula_version":"titan-u-contract-v1","latency_ms":22.864959000003182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03215370319034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6409","prompt_sha256":"831676bc29d5d1fbebacd0f85d83e1fa263e8de0c9c4273125d713714e1a459d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651770722807075},"components":{"alpha":1.0,"bonus":1.0651770722807075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651770722807075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"348589a372f4e78ca4c5ab4e006c74bb1d65ef06a7ee330496322dbe348fc7dd","formula_version":"titan-u-contract-v1","latency_ms":33.97120799999698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031843738947374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5678","prompt_sha256":"9403c699ec98b4ba9fb5e7c8dc5c298f059ffcf60eb58f2b6553e2126c6629f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067430622013674},"components":{"alpha":1.0,"bonus":1.067430622013674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067430622013674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5306,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a68305cf7547ff394540fa132bfe63b9d9c19731b379f24d0ba426f9193496d","formula_version":"titan-u-contract-v1","latency_ms":31.589834000001815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340972886803406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6262","prompt_sha256":"11e96425d96a5f0f90271567c08b040785832e8e769fcbe756b9f848bb725097","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654521487378024},"components":{"alpha":1.0,"bonus":1.0654521487378024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654521487378024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5017,"eligible_count":122,"excluded_count":18,"feature_sha256":"eeee8c1295a48633ea12ba3f65e739b9d532f5f5c645739d7bce0a7b229a7ef3","formula_version":"titan-u-contract-v1","latency_ms":30.196416999999087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032118815404469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6030","prompt_sha256":"13cca5f23ca03058e8ba2deb8a919dedeb25fb37a60f5bf60df8cadceb24aba6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697875993918138},"components":{"alpha":1.0,"bonus":1.0697875993918138,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697875993918138,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5572,"eligible_count":122,"excluded_count":18,"feature_sha256":"e26c23f46bcb0520045ed14b97f50c6fc50331c779b27645c5c33f119128ee0d","formula_version":"titan-u-contract-v1","latency_ms":28.90933400000506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364542660584803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6397","prompt_sha256":"2b53b3b0f45a9a4a6c99f6e007fdb8b226819438e67164f98fa946b9fc905391","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065629215534184},"components":{"alpha":1.0,"bonus":1.065629215534184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065629215534184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5047,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7b61cbfb3a7016eb3782d664875d6fc3a4b7e8f29699f01b4c47dc151e04668","formula_version":"titan-u-contract-v1","latency_ms":24.119959000003632,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322958822008506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6237","prompt_sha256":"d2cee6c5270f3ea6890f77acaf93ae53c8f3c98dffe44078788701e53066785d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672046576219578},"components":{"alpha":1.0,"bonus":1.0672046576219578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672046576219578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5276,"eligible_count":122,"excluded_count":18,"feature_sha256":"98cce413f8a65797eb30ef68c70274a9ac507e5f3f010a17d8fdd1969fd0a817","formula_version":"titan-u-contract-v1","latency_ms":25.728374999999915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338713242886244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5932","prompt_sha256":"c3ff4e8d9c3a22471d73cfe8ac8e925e85ce0e4d59cf64073c8f3ee431797812","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065787986069462},"components":{"alpha":1.0,"bonus":1.065787986069462,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065787986069462,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5073,"eligible_count":122,"excluded_count":18,"feature_sha256":"03995e232a23e36baf8aff727f3079623cf7f1a3be2096e6003caef96fbb8cfa","formula_version":"titan-u-contract-v1","latency_ms":25.671666999997456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324546527361285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5701","prompt_sha256":"71e035406e1ed13f619a1cd385b6b49d78c71f80c77ac1597e97a7d40d30831c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067727786001657},"components":{"alpha":1.0,"bonus":1.067727786001657,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067727786001657,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5343,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff2aa127aa1692ddcfb85a2ba42f473073c3b827ce4f7e1e5d2e5324856b6b12","formula_version":"titan-u-contract-v1","latency_ms":28.464707999987127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343944526683235,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5871","prompt_sha256":"d74760b7e71ad3799f00bf5e8d6380e25c6e98a51a89490a4163a615e8f23f57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666272193226647},"components":{"alpha":1.0,"bonus":1.0666272193226647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666272193226647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5199,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4dbb076a33e2b8240473d5c90b8804453e77b23483ce9a942fbfbb6325a0961","formula_version":"titan-u-contract-v1","latency_ms":28.234749999995756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332938859893313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6321","prompt_sha256":"cccd5f96dccabefafbdbd74f1faaf0c71bfb053b50d468d69fa4054aba17e325","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"af27721d8315882f05849bd7ab5bfe82a00117f80a0cad2e12fdcdc7f030052d","formula_version":"titan-u-contract-v1","latency_ms":27.77216699999485,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5812","prompt_sha256":"df20007ea59d5248a461d501774da34d8e2ecf553ded1ef5653b2df21604d674","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653774602517643},"components":{"alpha":1.0,"bonus":1.0653774602517643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653774602517643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5012,"eligible_count":122,"excluded_count":18,"feature_sha256":"f31c1a10ffce4ad7a959ed766ecdf1afab60c1e396e833177b3ec47738a33640","formula_version":"titan-u-contract-v1","latency_ms":27.321416999996018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320441269184308,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6053","prompt_sha256":"8b6bced2197b3b4f4fedb20b447274980c2eba35230f782bd25c61e73b001ac4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649043420948663},"components":{"alpha":1.0,"bonus":1.0649043420948663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649043420948663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"972b2430f7b59dcd449df1a7b2c97da9c2baf6fad69c618c2ffd344c0ecccbdf","formula_version":"titan-u-contract-v1","latency_ms":23.39154199999882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315710087615328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5859","prompt_sha256":"4577b370e461cbae5adc9a3489dd40d66b25026ea6dbea4c3f1bee5e9b0977fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675099567744089},"components":{"alpha":1.0,"bonus":1.0675099567744089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675099567744089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5316,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d4fce7350557fd26427e631303b56a6c5d848491cab09c60acd2c90f9f932a7","formula_version":"titan-u-contract-v1","latency_ms":24.47104200000183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341766234410754,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5882","prompt_sha256":"031a06b645cd04bb63631a11fc30ff5010763ee8fd718dcaa2938b7141b3e0b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658566427116265},"components":{"alpha":1.0,"bonus":1.0658566427116265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658566427116265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5084,"eligible_count":122,"excluded_count":18,"feature_sha256":"f748a32ea00f72c724bb7574e3274962d7b0f660e2be98807bb826cf73d06eda","formula_version":"titan-u-contract-v1","latency_ms":25.32520899998758,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032523309378293,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5791","prompt_sha256":"4f4d1d970cb0806e00d97500d6881e9a72b1dd88776086a913ae5350591b9d4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653434048758645},"components":{"alpha":1.0,"bonus":1.0653434048758645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653434048758645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd5da44377f557db6a90da054a0654712ddbb0ffed3e2df2c088202c36f22514","formula_version":"titan-u-contract-v1","latency_ms":34.34466599999553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032010071542531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6390","prompt_sha256":"ac87cd39aeb254f5fba93336bebc5d70c156c829f5b9bc4f3de4b8bcf89f365c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06670597298998},"components":{"alpha":1.0,"bonus":1.06670597298998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06670597298998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5262,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f76c7335e7a78fd725a70a5b24c11a526745f221204a83874d3baaa34856a99","formula_version":"titan-u-contract-v1","latency_ms":25.140332999995962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333726396566465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5929","prompt_sha256":"be6eeadd129847cc37f902e6729d288570e0a4daa493ef6fbdbc7ba2a7fb25ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652872301931062},"components":{"alpha":1.0,"bonus":1.0652872301931062,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652872301931062,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4988,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bff5abc972ed4458c7d59933aa3664b472ac6e5d89cccc384a9b15cb9e7cece","formula_version":"titan-u-contract-v1","latency_ms":32.08845800000404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319538968597728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6130","prompt_sha256":"fc5da5d96e08cc74e11220979070397bbb45796d3aceee1925c3630d121b2842","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657324689210235},"components":{"alpha":1.0,"bonus":1.0657324689210235,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657324689210235,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fec21759716e63cbf3853fbc871ef665bd19570a7e4f62615cd925baffb2c5b","formula_version":"titan-u-contract-v1","latency_ms":27.68341699999155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03239913558769,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5928","prompt_sha256":"bebf5cf978a01e34067908065bbe19e4c02ae72187c205b363a08381d8e9c4e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676384021814223},"components":{"alpha":1.0,"bonus":1.0676384021814223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676384021814223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5332,"eligible_count":122,"excluded_count":18,"feature_sha256":"b83acbc5cc527e7c672b781ffbe9c85a959d84a0f236f6bbf8640387856b3669","formula_version":"titan-u-contract-v1","latency_ms":29.202541000003635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343050688480888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6346","prompt_sha256":"e1a6137f6dce836cc604be18a73d72290a8b71690475a9b9db4c16ae8be980e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704001734164659},"components":{"alpha":1.0,"bonus":1.0704001734164659,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704001734164659,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5633,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e1e933bc04625f275b5643694ac2151d78e3c6f1572456ed3c0f49a3be8c8a8","formula_version":"titan-u-contract-v1","latency_ms":25.186749999988933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370668400831324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6183","prompt_sha256":"5a5d69a3d794a962cc8ddb6295c49fa2ad45672e4ac515e01705640a9ff728ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658378306524872},"components":{"alpha":1.0,"bonus":1.0658378306524872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658378306524872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5079,"eligible_count":122,"excluded_count":18,"feature_sha256":"acc5bc5cd747ee02451b9c1ff811af000e0a58522afb60ce6436068b9c556266","formula_version":"titan-u-contract-v1","latency_ms":24.75570800000071,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325044973191537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5584","prompt_sha256":"330597c54743ab481edf25dd45d8d78f7c5f4aca73b8557d138f96bc69748d5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674385228199328},"components":{"alpha":1.0,"bonus":1.0674385228199328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674385228199328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5304,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a40759df5cabdf214a2bb2e297c59772ad99a719a7b87f1c0f28d8f989c77c8","formula_version":"titan-u-contract-v1","latency_ms":26.992457999995167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341051894865994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6062","prompt_sha256":"c96c1f814e6351ac9b13bd979f20670ffcdb17134f1d312a9845589a4506474f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694769786267024},"components":{"alpha":1.0,"bonus":1.0694769786267024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694769786267024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5544,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b2f6deeaafbf4467760e04935cf6964fba93558ece50b0e885a344c7da2d6db","formula_version":"titan-u-contract-v1","latency_ms":27.734084000002213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036143645293369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6197","prompt_sha256":"45a24650268f4b8216821d11865090fe367fc3e1cea20f39570c0f50117b01b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066969866168909},"components":{"alpha":1.0,"bonus":1.066969866168909,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066969866168909,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5246,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4bef99f40b67064475c5a8da670c133089b72c9cf33ba60b1cd9cce95e84b82","formula_version":"titan-u-contract-v1","latency_ms":24.367333000000713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336365328355757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6060","prompt_sha256":"8b6dac45f7e41e0659e1eed7d77fb5aab7891102a9c18beca4ea38456f78b66e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699456798419722},"components":{"alpha":1.0,"bonus":1.0699456798419722,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699456798419722,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5590,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f522bbc792074df7ba0f684701bd0a08f84b1d822a4849d34c72ccba9943762","formula_version":"titan-u-contract-v1","latency_ms":27.580999999997857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366123465086388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6329","prompt_sha256":"0b06d805f637d74df2861c1ad554f27eb73e8e01e64e0feb265dc8b1e2abc7f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075528939638539},"components":{"alpha":1.0,"bonus":1.075528939638539,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075528939638539,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6067,"eligible_count":122,"excluded_count":18,"feature_sha256":"d53d50165c29a032792e450b91129db17e8aa09e5f9d16c3e58c11e694041fc8","formula_version":"titan-u-contract-v1","latency_ms":27.656958999997983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421956063052056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5839","prompt_sha256":"7bd14e33c91858d093689d6eb2b7b08cabf0093575890fa1de82e70c8d8c91ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065064552034289},"components":{"alpha":1.0,"bonus":1.065064552034289,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065064552034289,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"32f2b68db5e0acfa412c39eebc9f03af2bb276688c7222696bc90a2fbcf2c230","formula_version":"titan-u-contract-v1","latency_ms":23.847084000010454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6160","prompt_sha256":"69d38ec954203cfaa59887dd35bd685780f263adbc032dbb70249b151b599673","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677033215329528},"components":{"alpha":1.0,"bonus":1.0677033215329528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677033215329528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5340,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb0ad12cea48e0246717b71d89796c517846abf7fce50ca2a4e8f1b2dc07c79b","formula_version":"titan-u-contract-v1","latency_ms":23.181000000008112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343699881996193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5889","prompt_sha256":"83209f7259388f7c3949b1e8968dcd943589892049d9ce6a4a26cd6d123beb3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694961759223354},"components":{"alpha":1.0,"bonus":1.0694961759223354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694961759223354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5542,"eligible_count":122,"excluded_count":18,"feature_sha256":"81936c3b1ff3cc72d9a5a3fb4d59d7a0b54cc2927091156a0652b5291a77fe5d","formula_version":"titan-u-contract-v1","latency_ms":24.611041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036162842589002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5811","prompt_sha256":"80837f386e336a7a9ee8f20c295d2a104b8ebf52b1cfc8887397efa1ce20ef1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065557600507828},"components":{"alpha":1.0,"bonus":1.065557600507828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065557600507828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5046,"eligible_count":122,"excluded_count":18,"feature_sha256":"8704415ee7dbf9cea00f0e0bfa1732634a97f0ab50607635d508731994a37fd9","formula_version":"titan-u-contract-v1","latency_ms":23.653083999988667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322242671744946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5659","prompt_sha256":"fc1f55d7c591e062489564edf3777dc13e637fcdd109d8d5b41ce39390a3e476","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649144661955252},"components":{"alpha":1.0,"bonus":1.0649144661955252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649144661955252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"333163c3bf2220b1aaced7b9c77ef551b32c6068cff024c678807d9fbde34906","formula_version":"titan-u-contract-v1","latency_ms":25.316500000002407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6225","prompt_sha256":"2e922b059ffc93ee49837a86a932077d3bd11cb6a1183b05e7afc13434f8545a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666700667263518},"components":{"alpha":1.0,"bonus":1.0666700667263518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666700667263518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5207,"eligible_count":122,"excluded_count":18,"feature_sha256":"90896723a58a88906fd135670a595fbf4d1d1cd0e0bee4b16a267544bd06bd32","formula_version":"titan-u-contract-v1","latency_ms":26.052958000008175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333367333930183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5689","prompt_sha256":"900b5d9feffdade65d066a61d65d5482c738ea02279701e8608f5ff02e59ae98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659966030961356},"components":{"alpha":1.0,"bonus":1.0659966030961356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659966030961356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5106,"eligible_count":122,"excluded_count":18,"feature_sha256":"95475aa12516365ea632a468ab22664e02224d6bd27385b18a1310bc3f81e081","formula_version":"titan-u-contract-v1","latency_ms":25.28074999999319,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326632697628022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5668","prompt_sha256":"6aea5c8dd9ba2692949142977519f2d89ab7edee963d581be13df72ce4a3a3fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702673767860533},"components":{"alpha":1.0,"bonus":1.0702673767860533,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702673767860533,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5620,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c9db6c1c17d2695abec6f903dab592edccbc22dd4b2bddc56ee772f3b81fd23","formula_version":"titan-u-contract-v1","latency_ms":24.21250000000441,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03693404345272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5757","prompt_sha256":"17e9f1cb9524d87a090acc808809b6184641f196549228e6dd9b5c1cf0b8cb03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692488638350288},"components":{"alpha":1.0,"bonus":1.0692488638350288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692488638350288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5516,"eligible_count":122,"excluded_count":18,"feature_sha256":"98784088458da2451459e178f65b790afb920f96a8e36357934eb8db7e455c2a","formula_version":"titan-u-contract-v1","latency_ms":24.189040999999634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359155305016954,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5648","prompt_sha256":"d608cd4a73ed5c6d721035d950938649ab94f72ca3eb66c4d23259e04a6a2aec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674940317456112},"components":{"alpha":1.0,"bonus":1.0674940317456112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674940317456112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5316,"eligible_count":122,"excluded_count":18,"feature_sha256":"b950d37abfd77fc2a87dd3fdee162ad50ba98332eafd8cb25e78cd2a153f42c0","formula_version":"titan-u-contract-v1","latency_ms":24.88029100000233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341606984122778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5690","prompt_sha256":"106e53e812ca64d05224ca396b181c8c668a2126946b7db4b206e5935e41bb68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674069631588505},"components":{"alpha":1.0,"bonus":1.0674069631588505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674069631588505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5313,"eligible_count":122,"excluded_count":18,"feature_sha256":"053710b13471f6fc7fb26e28a44841d008e4f4d0f116b68051e3f48b5f58a2b8","formula_version":"titan-u-contract-v1","latency_ms":42.57637499999589,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034073629825517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6370","prompt_sha256":"a8ade815d8e61a7ba810795eb3a803541479e71a5e11f973d79aeb86cf1d9d32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670599246586387},"components":{"alpha":1.0,"bonus":1.0670599246586387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670599246586387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5257,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5266bc8948ffcec20e9787f4f4c978ebdae65b8b77a24d012e1deb0eb45fa7d","formula_version":"titan-u-contract-v1","latency_ms":42.82933400000388,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337265913253053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5642","prompt_sha256":"6103119b663271ba9f71b36428cbaf1d817c1e0aeea0b4ae5fccdd562d11f818","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065440577883159},"components":{"alpha":1.0,"bonus":1.065440577883159,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065440577883159,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5015,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bc7d3f6db131277bbc89d5b1dafc3c6e9e457c1c8d4641cafaf71a955062759","formula_version":"titan-u-contract-v1","latency_ms":39.51737500000263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321072445498256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6241","prompt_sha256":"35a6559dfdbee9ecad30104311be98d564f8830a0fd3ab8d4560bc187c717676","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"da21b6c357c7dddf7f0b90b72af87bd56fa7afcc86af86d729856575e7dc689f","formula_version":"titan-u-contract-v1","latency_ms":32.4048339999905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5736","prompt_sha256":"a63d66c6e8f3c33b0baada4dba928b2778de594827e106920faf18cfcf1f6239","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667710625996563},"components":{"alpha":1.0,"bonus":1.0667710625996563,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667710625996563,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5217,"eligible_count":122,"excluded_count":18,"feature_sha256":"960afe8a7b2168c1e8c022ff59c2acbbdfd7040f529b5a8c0a39c43efce8c99e","formula_version":"titan-u-contract-v1","latency_ms":29.453708000005463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334377292663228,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5662","prompt_sha256":"2dd4a8b8aa74f0f5a36b0feed3578b6815a6b64e5e961d4c29e77bf613961fb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723406641548199},"components":{"alpha":1.0,"bonus":1.0723406641548199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723406641548199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5810,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fd771c2fc31b6d03938ac4c3bcee8f24d953110c76827c65a3f9bc4d9c7fd04","formula_version":"titan-u-contract-v1","latency_ms":31.66795900000352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390073308214864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5641","prompt_sha256":"ca9b2131c96d66b68a494584a620a5864044a113a609e2ac7eb30d028c54290f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641814966501248},"components":{"alpha":1.0,"bonus":1.0641814966501248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641814966501248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"4aa44f17b3f061e6d943c6a63b8989cf22cb89e1e5f9466b33163c7b86f55e4c","formula_version":"titan-u-contract-v1","latency_ms":32.70645800000693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5970","prompt_sha256":"31136aecd606ec385943c351d5a3e15a6dc55a5a514423953c27b6707c2b0d7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066246662509431},"components":{"alpha":1.0,"bonus":1.066246662509431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066246662509431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5140,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3b6d0b09f484f6e1f42a86d06074562bcf9f8b1e899db4de2ee608f2ceedf58","formula_version":"titan-u-contract-v1","latency_ms":37.16141700000719,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329133291760975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6323","prompt_sha256":"bdd591682d90f438f71aa071b348b60cf6325b57d06901c6ad5eb73762fb6275","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643925827966392},"components":{"alpha":1.0,"bonus":1.0643925827966392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643925827966392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4805,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd401b735c2246751aa52b9b234bece1f9cfcb0a17c21717e426e222f18aebb4","formula_version":"titan-u-contract-v1","latency_ms":39.282791999994515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310592494633057,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5778","prompt_sha256":"3ab04539159d9389783d67339044a7acebb469efe3424352d4f304fb60f78f3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669549581929407},"components":{"alpha":1.0,"bonus":1.0669549581929407,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669549581929407,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5246,"eligible_count":122,"excluded_count":18,"feature_sha256":"c973f4f946a5f584d2d9c0dd41d8006297ad86b41fd16872d3a3a7578764acc3","formula_version":"titan-u-contract-v1","latency_ms":32.30320800000186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336216248596073,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5595","prompt_sha256":"8a54fe7d210e3298bbb092bd0c9df44172321aaed5d16f4a7a841c8451dfcc34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068085615862558},"components":{"alpha":1.0,"bonus":1.068085615862558,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068085615862558,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5390,"eligible_count":122,"excluded_count":18,"feature_sha256":"12d50fb0b76f8864d0033343ff2656b27795d2f62a8c6431d671a55fbe16752a","formula_version":"titan-u-contract-v1","latency_ms":26.483624999997346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347522825292246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6344","prompt_sha256":"fb4026c3c00338c0b09a0e204131e03c0fe807570d986f7a00be03292af1c591","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066226538428865},"components":{"alpha":1.0,"bonus":1.066226538428865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066226538428865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5141,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b7090d4844b13b1fc394722282226d92057a7f3e9e75b15484dfe0e35a58fc7","formula_version":"titan-u-contract-v1","latency_ms":24.54216599998915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328932050955315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5647","prompt_sha256":"ad58341ed56bf45513640dfeceaf9127fe8569d1a0c8ee8518032bdb82b38666","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071265840022914},"components":{"alpha":1.0,"bonus":1.071265840022914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071265840022914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5715,"eligible_count":122,"excluded_count":18,"feature_sha256":"17b120f8fe85c1e39d9722219637989300a679b574fe168a8b3e9b9228f21813","formula_version":"titan-u-contract-v1","latency_ms":24.518166000007113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379325066895806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5893","prompt_sha256":"a8d37870b56e84294dd17172aeb7ddb162fb9c8db37952df0bf115c9ec599307","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668808545533561},"components":{"alpha":1.0,"bonus":1.0668808545533561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668808545533561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5234,"eligible_count":122,"excluded_count":18,"feature_sha256":"316b2f44fba8bac3b638bce774971ea768ad59e0f4024d5451d217f76ca2646e","formula_version":"titan-u-contract-v1","latency_ms":29.774583999994775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335475212200227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6333","prompt_sha256":"9ebfcc5d7f8eb744318b6c1fa475985dbdab4ae4ccce1fcc8aeb4a8c0be77bb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695250260045344},"components":{"alpha":1.0,"bonus":1.0695250260045344,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695250260045344,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5545,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bd0a08e4dcfca17f3a74a7e293e87cdebefc16449624b7828fb4acd01b0113c","formula_version":"titan-u-contract-v1","latency_ms":26.801708000007807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036191692671201,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6266","prompt_sha256":"b4dfa1429ec13bfff4188a2e495ce06b15fc41204784fefe9c4420d5bbfe3839","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706798694346038},"components":{"alpha":1.0,"bonus":1.0706798694346038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706798694346038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5659,"eligible_count":122,"excluded_count":18,"feature_sha256":"3253bcfe286d67df57a11ee4aafd72474292a9e8d9cb116fb780ff2e7cd6ddc7","formula_version":"titan-u-contract-v1","latency_ms":24.861000000001354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373465361012704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6054","prompt_sha256":"449d12e92aa92b82c00490c88d22a643f6f4a6287142cfb9f71c5689c0c9564a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159003},"components":{"alpha":1.0,"bonus":1.0643213947159003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"86fbabb18c14b93b2dfbe82cdb2e7ba8509a44f83a9e77b060fbec314bd5b7e3","formula_version":"titan-u-contract-v1","latency_ms":23.616000000004078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309880613825668,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6154","prompt_sha256":"dadb944fcc0e2b1c34984bc9c6690989c070f2e56ec5e4051af9414a5d4f5f3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653264757810161},"components":{"alpha":1.0,"bonus":1.0653264757810161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653264757810161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4995,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7d8b2b151021a8cc62993880617fb32a2f85fd4cd5d03f06eb970fbd6281b9a","formula_version":"titan-u-contract-v1","latency_ms":31.14058299999556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319931424476827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6414","prompt_sha256":"f4d3cde44337074e0e5f0a7c736adf806f15ce0f7ed68266d4cf62e9bff2ff38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697190197664057},"components":{"alpha":1.0,"bonus":1.0697190197664057,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697190197664057,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5565,"eligible_count":122,"excluded_count":18,"feature_sha256":"50d5cf03f4acc6c7af9ab063f3bc3a52321e5b712e84cb8d160950bb8648a4a5","formula_version":"titan-u-contract-v1","latency_ms":26.428791999990153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363856864330723,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6309","prompt_sha256":"0dbb62ee54e86f977cfcb31b2c8b1c43434ec01598bb89276c6cf7359be6b172","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070441278749096},"components":{"alpha":1.0,"bonus":1.070441278749096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070441278749096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5637,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ce334d810d4c9d0c5ad9a4f8e020d32b8ed901fc66d5e365a2ff150a42c5995","formula_version":"titan-u-contract-v1","latency_ms":28.203332999993336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371079454157626,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5620","prompt_sha256":"76ecf9f083ebb85f4f014d1d3db948f693c3cc7bb5e86f89646af74a29afe0fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071341977527484},"components":{"alpha":1.0,"bonus":1.071341977527484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071341977527484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5722,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7e8cae687e549ee71f13cc74d5ec39fb5a1a8e3c5dd4e51a544a89219eedf2c","formula_version":"titan-u-contract-v1","latency_ms":24.586374999998384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380086441941505,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5762","prompt_sha256":"9dc5a9e7d0cd19546d897782c19e6c4b406028a9425354292d48bd23c8f4bfa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681195838072157},"components":{"alpha":1.0,"bonus":1.0681195838072157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681195838072157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5390,"eligible_count":122,"excluded_count":18,"feature_sha256":"33d70fd028d84be253a3f23d21049781a248fa1229f177109152ac706a269a98","formula_version":"titan-u-contract-v1","latency_ms":34.10491599998977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347862504738823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6041","prompt_sha256":"be3d93dd0de8854660679e9c7ad47250737ea8a6d60d18c0811abd6fc1ccde2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652043377915807},"components":{"alpha":1.0,"bonus":1.0652043377915807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652043377915807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4967,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf69ee70584b7f343632fe13f352b51afff1a98d7bd9d9397c5fd78bf3a6e02c","formula_version":"titan-u-contract-v1","latency_ms":27.18770799999959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318710044582473,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6193","prompt_sha256":"824646b4b28a3ae54503ce3b4026f6af45728736af33c0eb51eddd017b441780","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667856069754598},"components":{"alpha":1.0,"bonus":1.0667856069754598,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667856069754598,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5221,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f52c11783c4f2f54a6d2c4af4697640bf89613000f148865a3689cfe46d9d30","formula_version":"titan-u-contract-v1","latency_ms":25.943957999999157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334522736421263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6133","prompt_sha256":"d7cd5b4a72320146712aedeaacbc72074b9286c0293d38c31896ae61cecbda6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065800403452729},"components":{"alpha":1.0,"bonus":1.065800403452729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065800403452729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5075,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9b775cd2e907876e9304a395aa56e9842f9e927cb5a77b51e9b19d2000e6f8f","formula_version":"titan-u-contract-v1","latency_ms":22.96650000000966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324670701193956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5724","prompt_sha256":"18ea6f42ccab47a3ee4e309266abdcc6e23be4ccbede231a221eb93c34548a90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064256327794202},"components":{"alpha":1.0,"bonus":1.064256327794202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064256327794202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"eeb2a99d1917aefc91ce84c47fbf2e3b5fce4f9ac3a5d3b15236537318284b8c","formula_version":"titan-u-contract-v1","latency_ms":24.38874999999996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6189","prompt_sha256":"9343cf61852d1d1f649583002e3a78a11cab8f455775c7e26f2c66305d327bdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08346609603162},"components":{"alpha":1.0,"bonus":1.08346609603162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08346609603162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6589,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b8394555f8e435a2f7d31d85e57d0c9136f90d87c6dccbd316430644361330b","formula_version":"titan-u-contract-v1","latency_ms":27.446542000006957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0501327626982866,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5746","prompt_sha256":"998a15abfe1a864cd55748858402bdd2835c4a80b56f07776f3baa3f8602a873","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071506314143785},"components":{"alpha":1.0,"bonus":1.071506314143785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071506314143785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5737,"eligible_count":122,"excluded_count":18,"feature_sha256":"87629dd63ef4cafcd7cd94468373efb1ca55c64dbb27bc5d3554bd8a19210e7c","formula_version":"titan-u-contract-v1","latency_ms":27.619416999996815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381729808104516,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6404","prompt_sha256":"d3dba67a24642fbcb92c5cf1b4958ff2b511002832495e992d8c357f8ddbff1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667856069754595},"components":{"alpha":1.0,"bonus":1.0667856069754595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667856069754595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5221,"eligible_count":122,"excluded_count":18,"feature_sha256":"09b3ca8af95f8ce15133db8fdeaa05bf28201031fe0578b433c7d5d8f85a14d8","formula_version":"titan-u-contract-v1","latency_ms":24.938375000004953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033452273642126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5938","prompt_sha256":"80cd2ad4fbda6e49f3233dcb445a73829f91a0c9a3be3a6753a7aa195b79007c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660418759364},"components":{"alpha":1.0,"bonus":1.0660418759364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660418759364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5113,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bba3c0329d25ec419063f8760519c0fb9b1a8cc6a5167a93f6841996c4cfd0c","formula_version":"titan-u-contract-v1","latency_ms":24.511959000008687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327085426030667,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5712","prompt_sha256":"1655c1eeaea5a88e7f04babdb02040a27445027d39117ca0d009e10904aa2c7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731539709251885},"components":{"alpha":1.0,"bonus":1.0731539709251885,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731539709251885,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5882,"eligible_count":122,"excluded_count":18,"feature_sha256":"14737ce28f2433e2a6591ecbceecbe704bd4429efe39d8590c6c85d1c71c955f","formula_version":"titan-u-contract-v1","latency_ms":24.374458000011145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039820637591855,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6124","prompt_sha256":"96957c026624a0f471529d4408bb087652e6a3edc792112502d844e6da9d85c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759195231579821},"components":{"alpha":1.0,"bonus":1.0759195231579821,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759195231579821,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6096,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b9d951b39c7f1e78c05b14904b56825a9b5c86ab0a319b36730d7837bc2ab59","formula_version":"titan-u-contract-v1","latency_ms":25.441959000005454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425861898246487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6014","prompt_sha256":"714d8d0f27d2e8ecb54718c5f183c95bbdad563c388d2c81bbf62f52bad11726","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699357457342942},"components":{"alpha":1.0,"bonus":1.0699357457342942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699357457342942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5587,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc5d4b4622be65d3f74503bd2e12ffac1b2ddab9ae11f6e5dcb1510a4a86beb7","formula_version":"titan-u-contract-v1","latency_ms":24.771499999999946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366024124009607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5978","prompt_sha256":"474c2dc755438435369676bd1e44213c6ba92963e032b3e715196b4141dfff2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725029283176806},"components":{"alpha":1.0,"bonus":1.0725029283176806,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725029283176806,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5825,"eligible_count":122,"excluded_count":18,"feature_sha256":"387607622ddf2ec11d45ded3feff84f13eb465ec9ced3f9dabde60bd684ff352","formula_version":"titan-u-contract-v1","latency_ms":32.9892080000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391695949843471,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6273","prompt_sha256":"a3b57b63ae8c15ee22a8cfa26e6365f85f1b2d0948dbff76f71867df57a969ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065539860968373},"components":{"alpha":1.0,"bonus":1.065539860968373,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065539860968373,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"632c154a71efef1ac4ab454be0d83a939db8cba1d35fef088d6558488db4a1bf","formula_version":"titan-u-contract-v1","latency_ms":29.59208299999716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322065276350396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5627","prompt_sha256":"8da791fee74c4b717c8ad7d4062714be1aae9cd44a9da3069cb5ece01a8c2d44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675659230230237},"components":{"alpha":1.0,"bonus":1.0675659230230237,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675659230230237,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5325,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba7cdbdf66e078bbfe5cb4d69e723e826e9547a3320561a0c418636848615ec9","formula_version":"titan-u-contract-v1","latency_ms":33.240207999995164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342325896896902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5909","prompt_sha256":"7aecac5bf65f58960c2b94f6c05c488828570168ba5863ca2bfc0d178b103e6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660613879193357},"components":{"alpha":1.0,"bonus":1.0660613879193357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660613879193357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5116,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3f08129c68d6e2c427b7b1fe702b99e2522f87c3c6733a736cd839f3ad63ef3","formula_version":"titan-u-contract-v1","latency_ms":25.044000000008282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327280545860023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6172","prompt_sha256":"31c8e3924510d39c4bf709cd4d2a096643f1fa0c83d793afb9ef8d287dab8b61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671053463986113},"components":{"alpha":1.0,"bonus":1.0671053463986113,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671053463986113,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5264,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8317b33b6bce64146ff2f2bae271dd3b25b2a660ba36f2ce9bf2c2dba86b999","formula_version":"titan-u-contract-v1","latency_ms":28.561291000002598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337720130652779,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6367","prompt_sha256":"6df17e545508fbf08aa16c166f9408f08bdb6728e83f258eb8fb92a2fd500d55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652984066976257},"components":{"alpha":1.0,"bonus":1.0652984066976257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652984066976257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4990,"eligible_count":122,"excluded_count":18,"feature_sha256":"856aca0383c2b65a01a103ada964cc47abed7b20a3f10a49b0e20f395ba90bae","formula_version":"titan-u-contract-v1","latency_ms":28.06941600000812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319650733642922,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6303","prompt_sha256":"734912821175517021bf6c31e78ac169e81f5fe211c9127587048ba9673e41cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700454174064296},"components":{"alpha":1.0,"bonus":1.0700454174064296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700454174064296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5600,"eligible_count":122,"excluded_count":18,"feature_sha256":"eda628a9330c869f919fd14cda960eecc147b8926ecd2e8efba3b800ab74d3f9","formula_version":"titan-u-contract-v1","latency_ms":24.14974999999231,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367120840730961,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5838","prompt_sha256":"f23e74b0024c72d00955da3fa245f05b419907509863cdd1c584cd004eb9a207","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"69d2a926812f7e0df696b44f739c6dca9fef02188a3e51228bd742d953e2f9ff","formula_version":"titan-u-contract-v1","latency_ms":24.370625000003088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6326","prompt_sha256":"e09dae07a9bb7a731872c2612edae53dd434b4cb08eb51c150825cbfcd9df02e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068051763873128},"components":{"alpha":1.0,"bonus":1.068051763873128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068051763873128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5382,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8934eda8e0b5b9992f46cdaef4bb870de03e34f38c768274feeb8fec0e31b09","formula_version":"titan-u-contract-v1","latency_ms":26.106125000012526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347184305397945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5695","prompt_sha256":"f9b69da770f870a2c4d7614a7205d3c168cf3c28b33c194e366c5f279d5506db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651017006898917},"components":{"alpha":1.0,"bonus":1.0651017006898917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651017006898917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4954,"eligible_count":122,"excluded_count":18,"feature_sha256":"12f97ff118266fcfa1e64e987d8db61342fdde2a8cb212df4d7e674f1ee01209","formula_version":"titan-u-contract-v1","latency_ms":26.028750000008927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5587","prompt_sha256":"a4cde37a222837834e6ea85b155db65aea6fdea6c7ebffa3f463d56d8d42500b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670826028241676},"components":{"alpha":1.0,"bonus":1.0670826028241676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670826028241676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"6313d91785c894c2418ed7e0297da2137b0908c600d413afdfcbc8e905c617fd","formula_version":"titan-u-contract-v1","latency_ms":23.373165999998946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337492694908341,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5738","prompt_sha256":"d2fd43e0d376900a6b990baf95fa955c16181bd02843e472163904b78aeb6b05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679928019420355},"components":{"alpha":1.0,"bonus":1.0679928019420355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679928019420355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5375,"eligible_count":122,"excluded_count":18,"feature_sha256":"094d8dec2c46c841b4eec541760785be54a65e83a56bfad58e59de0d873e010a","formula_version":"titan-u-contract-v1","latency_ms":26.492541000010306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034659468608702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6282","prompt_sha256":"fe9f8664ef478b025ee9cb9b9fb54a98860b65ca3b4704e99b90e26a3b8806c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777708994},"components":{"alpha":1.0,"bonus":1.0645729777708994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777708994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a19c9ca1f64020bd48f8d0edc94af68408a4f1f0d847a8dbc5169959704adf8","formula_version":"titan-u-contract-v1","latency_ms":27.57174999999279,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031239644437566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5916","prompt_sha256":"749fad66bcfcd35d1e1944e53924a35470c1753e1b7f8f4d3a704c078571c833","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072145516155573},"components":{"alpha":1.0,"bonus":1.072145516155573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072145516155573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5796,"eligible_count":122,"excluded_count":18,"feature_sha256":"94de81e4aee142fb2e487d0db5b7564d4bf03372fca4f2889c13cc0ffa75bca5","formula_version":"titan-u-contract-v1","latency_ms":27.87866699999597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388121828222396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5880","prompt_sha256":"d9009b04a9765896f9ca32e7818cb1f458fec18d990f2252ee6ffea3df618a8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644922645327206},"components":{"alpha":1.0,"bonus":1.0644922645327206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644922645327206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"126eced1eada06b0c339f11fb03873f58824ddb033da58b922d2c8ae1dc31e1b","formula_version":"titan-u-contract-v1","latency_ms":34.64666700000407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311589311993872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6112","prompt_sha256":"b73975cc579e7ff6e12dd59d0bd95113a0106cf195d38c9124375dfdf168fc82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701559611804252},"components":{"alpha":1.0,"bonus":1.0701559611804252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701559611804252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5609,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c39f3e5d033781d065fc85cedc51d9190a16fef988b2a0ee242680db617b597","formula_version":"titan-u-contract-v1","latency_ms":44.141082999999526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368226278470918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6128","prompt_sha256":"6bd95c41d19d70c1aef84929ebfab5256ecd8658230510033b5f87e9b25d45da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658066230853043},"components":{"alpha":1.0,"bonus":1.0658066230853043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658066230853043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5076,"eligible_count":122,"excluded_count":18,"feature_sha256":"94678fc05b92de54d774f38f96aecf54991645003c8e55b0cacfe0fa18611cdb","formula_version":"titan-u-contract-v1","latency_ms":33.225041999997984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324732897519708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5598","prompt_sha256":"f76a5da10e1336cad082f02d4f4aeb88e2676a50d687dbe90d912a0033ceacfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4898,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c5e789fdfa671e0490be3bcce2533fc7df27207b57afda799f6af1de2d28019","formula_version":"titan-u-contract-v1","latency_ms":26.55841699998973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5876","prompt_sha256":"1a3daa2cab1913281bfef2a3e97e656c994ccfff4711e8977a8ca089394510bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066107170972975},"components":{"alpha":1.0,"bonus":1.066107170972975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066107170972975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5123,"eligible_count":122,"excluded_count":18,"feature_sha256":"d130e655be10b42bab1ae5770e319b714acdf9e9790cb16bf7c878de1c6a721c","formula_version":"titan-u-contract-v1","latency_ms":25.23841699999707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327738376396416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5614","prompt_sha256":"eb6e471679be6c58345047c2154d840e08a622db6fba3f363992a11df8fe59e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680940969783514},"components":{"alpha":1.0,"bonus":1.0680940969783514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680940969783514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5387,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b80bfb403cbee0ab57191230a1c891bb8a7d930461bbc067571f695cef9689a","formula_version":"titan-u-contract-v1","latency_ms":35.60995799999489,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034760763645018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5681","prompt_sha256":"df10afd7999502d312fc0471b97777d7fc3d56de85de1fa6dfc34874c4ba605a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075236616401246},"components":{"alpha":1.0,"bonus":1.075236616401246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075236616401246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6045,"eligible_count":122,"excluded_count":18,"feature_sha256":"3921101d56809203a0a7148fbdbc85585e39c52693725409d536707f067e4680","formula_version":"titan-u-contract-v1","latency_ms":27.231707999987975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419032830679125,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5826","prompt_sha256":"a02dca90c128d9c1fd722fbd56d60e0ea374c3f5341772cfeb8cf5f4bc024448","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657018813908514},"components":{"alpha":1.0,"bonus":1.0657018813908514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657018813908514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5059,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef5ba05d5cd17cd9b9fb495d60b45acb7622e0242fe415ed7ec18665dfbc4dd1","formula_version":"titan-u-contract-v1","latency_ms":26.26562499999352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032368548057518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5830","prompt_sha256":"10b4ed0c86be7973fadb92a1ad34882587f02f0079d9e61d0720b9b059b5ee15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651934096679345},"components":{"alpha":1.0,"bonus":1.0651934096679345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651934096679345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4965,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc026841b5d3766ca8c772445d0787b32aad4e1b620ed26a75b708b2c5d0d8b2","formula_version":"titan-u-contract-v1","latency_ms":23.74691699999687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031860076334601,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5654","prompt_sha256":"08da48160d6f926611d0ed9478940ebf2cc3a3931e98bbc8a903178c23c2e24a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723175981256672},"components":{"alpha":1.0,"bonus":1.0723175981256672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723175981256672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5809,"eligible_count":122,"excluded_count":18,"feature_sha256":"32f474196cd005d405883c5d4194f63eea77c060b475e1e9b67899a4897c0161","formula_version":"titan-u-contract-v1","latency_ms":26.147374999993644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389842647923337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5742","prompt_sha256":"9396e17ae79d07ada1380b97b4102b43af0da86d24eb568ef5ef971ba483f6c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179366},"components":{"alpha":1.0,"bonus":1.0641393823179366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"c049476aa7484ff0ee79a166bb75dc9e8a95addf90b8ad17adf80d21b3dbff4c","formula_version":"titan-u-contract-v1","latency_ms":25.253792000000885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5993","prompt_sha256":"96770a081956c28b17a13b68d28f5409b99879ec1ef96209fa30ee5b32712f27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063888890022119},"components":{"alpha":1.0,"bonus":1.063888890022119,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063888890022119,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1cbc9ed32b947703bada9655ab2c7d567245bdeb2704ae6fee73f9c8ba2bfe4","formula_version":"titan-u-contract-v1","latency_ms":24.200375000006602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6317","prompt_sha256":"76d5bbfa44d7d4e273a9a798582ddaa1e802a65e7c2243791bb62dc45be46557","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654928767065972},"components":{"alpha":1.0,"bonus":1.0654928767065972,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654928767065972,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5024,"eligible_count":122,"excluded_count":18,"feature_sha256":"047a0d3f4ab0cee0dd9275ea78d0815ba9b1a6d8db1de03943a80bbb5223e031","formula_version":"titan-u-contract-v1","latency_ms":32.64658300000178,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321595433732638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6389","prompt_sha256":"260e740ad44d7c80b23d64305ca77274ce89ddba885fec474353a3948df69033","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670826028241673},"components":{"alpha":1.0,"bonus":1.0670826028241673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670826028241673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"89790221e426f5d7db7b427cbeaeedffb1a62b580c747f86f57168f180b6be8c","formula_version":"titan-u-contract-v1","latency_ms":30.871790999995596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033749269490834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5976","prompt_sha256":"83dacd927d838e80f6ffa016f0a3aee0dcde1f7844533efdcfbf73ba634323f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665212470047187},"components":{"alpha":1.0,"bonus":1.0665212470047187,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665212470047187,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5184,"eligible_count":122,"excluded_count":18,"feature_sha256":"356a05d8e3a53f2dac49ee2ab5e70ebae0056528b0841fe14eb3e49454b6107f","formula_version":"titan-u-contract-v1","latency_ms":30.545250000002966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331879136713853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5989","prompt_sha256":"0487a592cabc1fd22752719a649e84ebacb5a86216cf49f112269982a0f85166","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"1421642efe851e71e12aee27362e028adb3a82c0797679032db3d014a190dbb5","formula_version":"titan-u-contract-v1","latency_ms":27.425875000005817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6393","prompt_sha256":"c1c97d91b5d11ba80b53048e221e499af5f4d772d256837d002440f51c648fbd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652262817120126},"components":{"alpha":1.0,"bonus":1.0652262817120126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652262817120126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"3cafceada1eaf57fc6cb3954a26076b398edd03eff36725edd920d44210f3e2d","formula_version":"titan-u-contract-v1","latency_ms":31.96341700000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318929483786792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6247","prompt_sha256":"3f67aa08b3d9863da886c7e49e59cd95c08b0223859cebfda5c0ac988874a9ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669326507563635},"components":{"alpha":1.0,"bonus":1.0669326507563635,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669326507563635,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5241,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e590c183f6da7fb92fbbe42cf06fb036bc85e5df266b3fbc8d671414d27490a","formula_version":"titan-u-contract-v1","latency_ms":26.860458000001586,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03359931742303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5966","prompt_sha256":"2649f55dd0fd6312a543a9d5febbf5305212a11e462992f59c7d99eec6a22360","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646004091911667},"components":{"alpha":1.0,"bonus":1.0646004091911667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646004091911667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dabe12b036e2de12f7d14522c7663f736756430202518f65c2329d21ceddb5f","formula_version":"titan-u-contract-v1","latency_ms":26.363833000004888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5873","prompt_sha256":"2b49a53de894ea9d5c0dd79737a5f7f80f15ecd1709c0994d16719e3a7fa404d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671586690834687},"components":{"alpha":1.0,"bonus":1.0671586690834687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671586690834687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5271,"eligible_count":122,"excluded_count":18,"feature_sha256":"d445bbf2ee46b69d63dbf3640a57e792bc385aa25183edb3b65fad7b85051ef2","formula_version":"titan-u-contract-v1","latency_ms":27.57399999998711,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338253357501352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5709","prompt_sha256":"51845db02b915e8dac540b404cd37be0aebf659711c4b6c42cd926d28a2f7413","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065938920037166},"components":{"alpha":1.0,"bonus":1.065938920037166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065938920037166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5097,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca02d262248834f0ff6c9d22f08a4d5bed78b969d351441bd8499b162cbf0c80","formula_version":"titan-u-contract-v1","latency_ms":58.237667000000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326055867038326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5803","prompt_sha256":"9b84ef0bd68a3e1dbf5c2145b17389f55da4516c29d9b71311d772b7c49624a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066113740560781},"components":{"alpha":1.0,"bonus":1.066113740560781,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066113740560781,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5124,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ee181e3e9e8212273ed54f955bea3de82c5c6f83d5ea9cd3eaa9b605e023877","formula_version":"titan-u-contract-v1","latency_ms":113.37462499999162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327804072274476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5664","prompt_sha256":"277a82dbd4ea2239261a19f83e9ea6bd3fcf74fe7eb337626b9725ccae1cc031","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651392074513077},"components":{"alpha":1.0,"bonus":1.0651392074513077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651392074513077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4961,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e04eadd4382f6744acd1b77d3c78605ae0d749b59e15419b2635aae51a4d4f4","formula_version":"titan-u-contract-v1","latency_ms":38.572707999989575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318058741179743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5813","prompt_sha256":"a2740eaf1526059d1de521c4220e3c8f85fecf59573e6b6c0a526fc158807f91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649399044077554},"components":{"alpha":1.0,"bonus":1.0649399044077554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649399044077554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4923,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccc6849e40c2a6dcf7cb891bf88852348a2a89302fa7bf5dee51540b99291108","formula_version":"titan-u-contract-v1","latency_ms":34.28729200000191,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031606571074422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5815","prompt_sha256":"5505df7b798d8b1db628f09f48631616897874d5361dd31c96573f5952811a03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064582092301951},"components":{"alpha":1.0,"bonus":1.064582092301951,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064582092301951,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4849,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fea9733a3d83a9a29a483883b77f8e0628731c759cdd4a9da956fd5e961e221","formula_version":"titan-u-contract-v1","latency_ms":34.57279199999164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312487589686177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6116","prompt_sha256":"2825eecd83c598ce273aa15029a0d0e29e55137816b0850e068e7e95aed496e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660224295541345},"components":{"alpha":1.0,"bonus":1.0660224295541345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660224295541345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5116,"eligible_count":122,"excluded_count":18,"feature_sha256":"75b9120f0f21fc707db9438fcb1af75c726f49773699ff64250fbabe597c73f8","formula_version":"titan-u-contract-v1","latency_ms":30.970792000005076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032689096220801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6117","prompt_sha256":"8876dd993b6b3891cc9ad156d22c22e8a9b8154cdf6fa241daf3bd384e15c1e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689053395881227},"components":{"alpha":1.0,"bonus":1.0689053395881227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689053395881227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5479,"eligible_count":122,"excluded_count":18,"feature_sha256":"f852f553b9bfd97599297024a685c965589e62c98af4e9659bc5a0e7bffb99c2","formula_version":"titan-u-contract-v1","latency_ms":31.045375000005038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355720062547893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6106","prompt_sha256":"ff6ae5430ec23c7caf7b12e1ccfa0e2c808f54d5e213c903481ef271caa7bc41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651770722807066},"components":{"alpha":1.0,"bonus":1.0651770722807066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651770722807066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f37e98403189866b30514532350c1ba03d0bd91b137b7cbd0355255d4ab88ff","formula_version":"titan-u-contract-v1","latency_ms":31.293666999999914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318437389473731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6061","prompt_sha256":"9e07e23a19ceff77e58b9a56663d42067a721576adf2dca68687c4a412aa3ad0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661466978094525},"components":{"alpha":1.0,"bonus":1.0661466978094525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661466978094525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5129,"eligible_count":122,"excluded_count":18,"feature_sha256":"5de810c405f2c5258f8342894cab50355ce380de7b79153f3b10a8b2046b7444","formula_version":"titan-u-contract-v1","latency_ms":31.264084000000025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032813364476119,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5802","prompt_sha256":"dbf72f4db78eafa4f8138b383b503d8f00ba468f434b13203bbe764f375be886","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644311274103178},"components":{"alpha":1.0,"bonus":1.0644311274103178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644311274103178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ba73f04f4791691d2da14800070a5454f6e4d920380d107ba664f0342f2e96f","formula_version":"titan-u-contract-v1","latency_ms":27.749874999997814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310977940769843,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6055","prompt_sha256":"6216b2f8b08381c995cceb234cd4e5464ae49ca4570968eb5d4ccf166a7f0f2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686251425605238},"components":{"alpha":1.0,"bonus":1.0686251425605238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686251425605238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5448,"eligible_count":122,"excluded_count":18,"feature_sha256":"029b06de19ea294cdb6afcf43ab3a47a507b306fc51012114601a5d5f06bf6d4","formula_version":"titan-u-contract-v1","latency_ms":24.13270800001044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352918092271903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6301","prompt_sha256":"ea6fbc95a3d7751df3633bee183da6db38f7df7f7b9173b30b4c9726ffc754bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668882321967936},"components":{"alpha":1.0,"bonus":1.0668882321967936,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668882321967936,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5250,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4fc825e9fe1790170026489b2dbe786b2b60369bb237a04a3536812153a1bb8","formula_version":"titan-u-contract-v1","latency_ms":26.867917000004127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335548988634602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5660","prompt_sha256":"6a0c9bba6d3a081379228fe409ec8193cad2775c78c8b5f1a890e5db3df67645","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656775426929104},"components":{"alpha":1.0,"bonus":1.0656775426929104,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656775426929104,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5190f93bd3857583f284bb8eebbecbe08f0f035c9d16ce304b835b4c17b277a","formula_version":"titan-u-contract-v1","latency_ms":32.16249999999832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032344209359577,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5758","prompt_sha256":"ac512b6d5acf559a0766a38b21b72595b75eca8fe55c7c709a0432cd3b210dbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560632},"components":{"alpha":1.0,"bonus":1.0646607477560632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"c74b1e63647b74a2301655d926a88d982ab216b19fc413fae3910db70ad03def","formula_version":"titan-u-contract-v1","latency_ms":25.584958999999685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313274144227298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6090","prompt_sha256":"d8541654c9fe1333fb76eb9a2e25154814d245f20e258959f6cad8427ac056e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649758249897037},"components":{"alpha":1.0,"bonus":1.0649758249897037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649758249897037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4930,"eligible_count":122,"excluded_count":18,"feature_sha256":"889b949ea5c3b487a0888cec972cd267398b9fd5b755fd82f84d84d88b7a4762","formula_version":"titan-u-contract-v1","latency_ms":24.78504100000123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316424916563702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5870","prompt_sha256":"23fe35a72ddeeb2789b25d6d8751019a7c7ea92790822c1085bed8b34c5739bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648342924194827},"components":{"alpha":1.0,"bonus":1.0648342924194827,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648342924194827,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d5c532a2cddb029e83f8af586116133065965d5b0344db11c00565550d8240d","formula_version":"titan-u-contract-v1","latency_ms":24.72204100000397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315009590861492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6188","prompt_sha256":"e5607a2d64c1fd90dac6c367dbc0f829fac7dac6198aa6c95e20aa056536cff6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667131760693687},"components":{"alpha":1.0,"bonus":1.0667131760693687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667131760693687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5219,"eligible_count":122,"excluded_count":18,"feature_sha256":"71e60ca992a753943f79ea754c98af6449ddbfac56960e689d069af15fef4507","formula_version":"titan-u-contract-v1","latency_ms":27.941999999995915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333798427360352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6115","prompt_sha256":"e778aaf0d050465939677b5e91b75fe94de29c1e3e990f7848316a7a4cc7ca86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660095017458804},"components":{"alpha":1.0,"bonus":1.0660095017458804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660095017458804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5116,"eligible_count":122,"excluded_count":18,"feature_sha256":"07ab9158990dc2c3e39d7b173e566530ba79b3a0a34f29fce3608f14e075ea8a","formula_version":"titan-u-contract-v1","latency_ms":26.302000000001158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032676168412547,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5930","prompt_sha256":"07283daad87099f734516d617c9256604263979a0053a4c82a3b112a60926bfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685362395878297},"components":{"alpha":1.0,"bonus":1.0685362395878297,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685362395878297,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5446,"eligible_count":122,"excluded_count":18,"feature_sha256":"c42d6a652a41b5d81c4621b0b1d597a681a485431c8c621af75bf2f1bb845434","formula_version":"titan-u-contract-v1","latency_ms":26.02712499999882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352029062544963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6394","prompt_sha256":"bc080fe21880743ac1d244972723cfd305aef4fc1540984314f58235d1d118ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685273890967888},"components":{"alpha":1.0,"bonus":1.0685273890967888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685273890967888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5437,"eligible_count":122,"excluded_count":18,"feature_sha256":"51db27c4ac7e10cc9ac13247591cf6f414c72ad4e120eec60a6ca1fe60ae06db","formula_version":"titan-u-contract-v1","latency_ms":38.40316600000904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351940557634554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5814","prompt_sha256":"474eb9aa7a387a7e5fb1cb8747f2abe83ceeb4c5997aa2d35324c95cbbce64bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671129421246845},"components":{"alpha":1.0,"bonus":1.0671129421246845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671129421246845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5259,"eligible_count":122,"excluded_count":18,"feature_sha256":"b97d1a637e58b3c7b6377c0d67a9dbac74296e3429783ec8f233401b4aff1f14","formula_version":"titan-u-contract-v1","latency_ms":27.510625000005007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337796087913511,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5666","prompt_sha256":"87d0a9bfa10e43d9c7590fb8a7f81d175ddc1b233c595766097c1a497bc082da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650540039124776},"components":{"alpha":1.0,"bonus":1.0650540039124776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650540039124776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4949,"eligible_count":122,"excluded_count":18,"feature_sha256":"114e43b17241c1bf00f031bd8b5f73c6856579c8e9e4fa5332ad98a2f8225243","formula_version":"titan-u-contract-v1","latency_ms":24.795707999999195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317206705791442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6246","prompt_sha256":"71915dab624c0b36060a67d425b76ef4a4d414adfe16adc7bc870d436962b289","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684129914562532},"components":{"alpha":1.0,"bonus":1.0684129914562532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684129914562532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5432,"eligible_count":122,"excluded_count":18,"feature_sha256":"347103cff3a82df142bb74289a30b0744a93cb7d9c57e562196b30043323c2a3","formula_version":"titan-u-contract-v1","latency_ms":25.525665999992952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350796581229198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6058","prompt_sha256":"875b3c1dd417c2879ec2bfbb3edcba2a045db2f37fb48e8f5ea61b7f264ed7b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655932766539022},"components":{"alpha":1.0,"bonus":1.0655932766539022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655932766539022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5041,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fd4b373bfb523c1ed98e25a716e7b581362d09af240a2cb0ac3a5cfb29b874c","formula_version":"titan-u-contract-v1","latency_ms":24.159833999988223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322599433205688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6214","prompt_sha256":"4a8363ba724fddf137c90a6f6db9bfef18f826017337e763f20b6add13a6ab81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671586690834687},"components":{"alpha":1.0,"bonus":1.0671586690834687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671586690834687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5286,"eligible_count":122,"excluded_count":18,"feature_sha256":"987a849817633a06d95aae9a589c97768a3049a4c44cf137c2acdf265ad7ecc0","formula_version":"titan-u-contract-v1","latency_ms":25.69949999998755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338253357501352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5739","prompt_sha256":"fd73d4dc073b267b6bc55e20f9e267ec8d22f1046a006aa10b01a7ea17dd0496","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066535282028916},"components":{"alpha":1.0,"bonus":1.066535282028916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066535282028916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5194,"eligible_count":122,"excluded_count":18,"feature_sha256":"b336afd59e45abec30ec5a9df26a47aab6199fc6bebe6eae6e073be70fc90be8","formula_version":"titan-u-contract-v1","latency_ms":25.48970799999495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332019486955826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6057","prompt_sha256":"80ebb58d2a2d27cfc188721d338bfbe68895713d613add51fd1254f10ac614d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689972082517334},"components":{"alpha":1.0,"bonus":1.0689972082517334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689972082517334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5489,"eligible_count":122,"excluded_count":18,"feature_sha256":"5741833baae4e2080bfdecb23a24cf5b69d91f23d8b0d49a2fe5b283b8afa4a6","formula_version":"titan-u-contract-v1","latency_ms":28.29879200000107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356638749184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5619","prompt_sha256":"628fefc9a3eaf760813805a27d3da6f84318bf52fc246317c3744271fd68d041","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374351},"components":{"alpha":1.0,"bonus":1.0655754057374351,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374351,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5055,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a98de350acb1522544474362b09a5d088acac6c31827f9a34bb24c23a39aaa5","formula_version":"titan-u-contract-v1","latency_ms":26.862334000000487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322420724041017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5741","prompt_sha256":"c1219a34d98dddc3a9c13c1ccd6216695022aaa62344ba260693ab3642c5fb0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659071290748083},"components":{"alpha":1.0,"bonus":1.0659071290748083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659071290748083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5100,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d4f62a85b76d9392dee43453d91ce6d08df53fb5b86d9c3f975246395469053","formula_version":"titan-u-contract-v1","latency_ms":24.770125000003418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032573795741475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6186","prompt_sha256":"9986b5076eb7b922adb1b66fadff83667acc80b37d07fac1e3afa62909a9f562","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691270387563865},"components":{"alpha":1.0,"bonus":1.0691270387563865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691270387563865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5503,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ec8b16c7816397656dbc587b4db86e33af19b9690027b111b2e1d3de622c802","formula_version":"titan-u-contract-v1","latency_ms":25.366165999997747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035793705423053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6327","prompt_sha256":"7c5a7ddf954946d4f5b9afc067a02d3c6fbf25e643abb7c1adf5b5442ae08756","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666844074045518},"components":{"alpha":1.0,"bonus":1.0666844074045518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666844074045518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5217,"eligible_count":122,"excluded_count":18,"feature_sha256":"792ae5ec45ff855fe01ecfbabb19d83e0fbefcc843110a01a358fa144554bf58","formula_version":"titan-u-contract-v1","latency_ms":25.476999999995087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333510740712184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5996","prompt_sha256":"d5319f9660933e3ce3bc2cafc9e388253e567525506fea8016336941f3aa35be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065744755001168},"components":{"alpha":1.0,"bonus":1.065744755001168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065744755001168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5066,"eligible_count":122,"excluded_count":18,"feature_sha256":"92f9229f5c6bf3e7f445c810021b05e054b302746b3c79ec47ccaf82bc4e738c","formula_version":"titan-u-contract-v1","latency_ms":27.06149999998786,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324114216678346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5593","prompt_sha256":"a00f8d50e570eecbfc038f4e7879a7e7af53bb234cc19f6e958a998bfaf1daf8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667783311506192},"components":{"alpha":1.0,"bonus":1.0667783311506192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667783311506192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5228,"eligible_count":122,"excluded_count":18,"feature_sha256":"2322f27ff8fe72e6be2fc1f76938f646847c9a5fc37f6eaecee4756b92c4543a","formula_version":"titan-u-contract-v1","latency_ms":28.521957999998904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334449978172857,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5594","prompt_sha256":"144c3e2367f0acc3f99b1d441c10bc0d13c43757a486bc88ee4e61216457d126","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663346244261225},"components":{"alpha":1.0,"bonus":1.0663346244261225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663346244261225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5153,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc7877b18a512cc7159f1e6915e00ca1e023b90623a0a8dad99b239e8dc61457","formula_version":"titan-u-contract-v1","latency_ms":24.91079099999638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033001291092789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5602","prompt_sha256":"055d3e1e21bbe6d5679ba46a4fe4b6b9895c4332651a72cdc2bd454332e9ab22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666987771859497},"components":{"alpha":1.0,"bonus":1.0666987771859497,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666987771859497,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5209,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbda8263fb48b39eb27bc8552a6d1fcdeae2ba2d801776c9d27d13124d5b751a","formula_version":"titan-u-contract-v1","latency_ms":24.420833000007747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333654438526163,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_5663","prompt_sha256":"72ae7f41d78963bb879f0641225f950da11a5f97ad6e11a3eb55979b2c1c9132","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652152951399074},"components":{"alpha":1.0,"bonus":1.0652152951399074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652152951399074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6bddd9c1d0109d28e0e86c241b43783bdfd539586306564c63318e93ba58098","formula_version":"titan-u-contract-v1","latency_ms":24.12262500000395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031881961806574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6051","prompt_sha256":"799698b00377b719918e4cd56d27f18b9f35bf032e89554e65d9762f435e59de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645189054215993},"components":{"alpha":1.0,"bonus":1.0645189054215993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645189054215993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4831,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8087d3aaa2d27e66c7808e5194dc4beb56f0bd319a6292896f1a37316b1aee1","formula_version":"titan-u-contract-v1","latency_ms":25.821084000000383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031185572088266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6063","prompt_sha256":"cdb6516c42d0a133ef93ab883ec83a8bd7a57d9d7d45b7fb490924f8379f6cb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674701986472503},"components":{"alpha":1.0,"bonus":1.0674701986472503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674701986472503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5311,"eligible_count":122,"excluded_count":18,"feature_sha256":"319783f0b1c0e33ab8a937d7d0cc20b652088e7d8c9d4af231068e2307514e63","formula_version":"titan-u-contract-v1","latency_ms":24.539334000010626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034136865313917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6100","prompt_sha256":"d933b367674cfeaeda4ce6c32166f788914d6c9b5d6aeab9a675dd430d9d39d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663756373811246},"components":{"alpha":1.0,"bonus":1.0663756373811246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663756373811246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5171,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bbd8a8c948e2c64f5492b61adb4b7d6beb3b42c54faf24e0cdaec4a8b544a4c","formula_version":"titan-u-contract-v1","latency_ms":27.105082999995034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330423040477912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6113","prompt_sha256":"b97354a114a482086d0cc5158933ed30634f942dfacb73b7a202d5bf3b4a33e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690249098185223},"components":{"alpha":1.0,"bonus":1.0690249098185223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690249098185223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5494,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6472ed4ad815b31f9d4c1fa7777f2713b73a9117bd2b840a9d6e54a45900719","formula_version":"titan-u-contract-v1","latency_ms":25.698665999996706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356915764851888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6118","prompt_sha256":"3d3ffa36ce142b9d06b1584c2ee972e3554ec251035b761a025a02d5f0b893a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679091867991397},"components":{"alpha":1.0,"bonus":1.0679091867991397,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679091867991397,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5365,"eligible_count":122,"excluded_count":18,"feature_sha256":"52890b69bc4f0d6e6e867b1258952e12298d8c7c4e1ae64f4f3d5a5e8dfc162e","formula_version":"titan-u-contract-v1","latency_ms":28.196917000002486,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345758534658063,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6249","prompt_sha256":"5cd6d415f7d33d10e5c78c2cdb64bd08911ccf490721c9332b27ab88ed39ad44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696119660009886},"components":{"alpha":1.0,"bonus":1.0696119660009886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696119660009886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5554,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc6e93a12d51bc8340876d51440ba46dc65d068652d5a12ccd1e64202c223cf9","formula_version":"titan-u-contract-v1","latency_ms":24.938082999995004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362786326676552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6274","prompt_sha256":"1834e26f231de7e564c06186ca814d52d1f98aafb1d0698620e36fa58561b227","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718847885850418},"components":{"alpha":1.0,"bonus":1.0718847885850418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718847885850418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5771,"eligible_count":122,"excluded_count":18,"feature_sha256":"7489d1148ff9309f2ff7295fdea95afa986a682baa6a033f37d8ece18db82f60","formula_version":"titan-u-contract-v1","latency_ms":25.43520800000465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0385514552517083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6339","prompt_sha256":"b674702a4fcd71ed60e6e6c0a33c7ad0d8a9c8d822fb0887378487147812d989","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644790429184126},"components":{"alpha":1.0,"bonus":1.0644790429184126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644790429184126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"5804a0b61079ef680626a4cf5ab1177d2a4c853a73ed23d9919f6e27686e0d01","formula_version":"titan-u-contract-v1","latency_ms":23.386750000000234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311457095850791,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6395","prompt_sha256":"123b3c965c4b1c622a6e85cd5004dec3280faa876b0670b1e2f62bbea0f272f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073022032043145},"components":{"alpha":1.0,"bonus":1.073022032043145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073022032043145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5869,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbc9fd25820ac09627a8f2cd0e949785ea43871beb30485b66dc41065873d49d","formula_version":"titan-u-contract-v1","latency_ms":25.930833000003872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396886987098115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_economics_6402","prompt_sha256":"996b4b4e5a2547714f106ec1a20b9181a91b0bfa0063dd7957f8c0eb6586404c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070441278749096},"components":{"alpha":1.0,"bonus":1.070441278749096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070441278749096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5637,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6c95c962ea768f390fa30d20fab13a9cf3691720c0b9e6ea07c7b54db6339b1","formula_version":"titan-u-contract-v1","latency_ms":26.215583999999126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371079454157626,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1065","prompt_sha256":"920be3d9fd068a17dbbff7c6a9380428f05e52c3caf2e7ee3e8a9544a48b0717","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690805081061483},"components":{"alpha":1.0,"bonus":1.0690805081061483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690805081061483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5498,"eligible_count":122,"excluded_count":18,"feature_sha256":"75d4344c099f6b0dcb185d6c4370d855a5a818d2d50f887ee41b406764ec1ef7","formula_version":"titan-u-contract-v1","latency_ms":24.738999999996736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357471747728149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1101","prompt_sha256":"87adbd37da8f3a3433a7b50e669690f2a2040142da49112b0f47b6029853aed1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665352820289162},"components":{"alpha":1.0,"bonus":1.0665352820289162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665352820289162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5186,"eligible_count":122,"excluded_count":18,"feature_sha256":"481d6cfb5b687ba0e61a3d560673c991e1f498c6d4a707cda703a43dd2fae55a","formula_version":"titan-u-contract-v1","latency_ms":42.20716700000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332019486955828,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_813","prompt_sha256":"9d8a7c39983466d595c81de376039dbcdeab8c814a391781587094c7b8eda059","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743293838483616},"components":{"alpha":1.0,"bonus":1.0743293838483616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743293838483616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5975,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b79a4b20e8223219624dfdb7884cbb41e21e8022254dbb992b0acb82694767d","formula_version":"titan-u-contract-v1","latency_ms":30.933707999992066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409960505150282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1246","prompt_sha256":"a5523c4ce8013556cc34beeb1296706548650858ea1ccd0f4e3ed8a1daca433e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065533962386934},"components":{"alpha":1.0,"bonus":1.065533962386934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065533962386934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5025,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b2bc242f0352b4508e03c0fbf0f7075200b39e1672b111d439832819ddd00c1","formula_version":"titan-u-contract-v1","latency_ms":31.11529200000973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322006290536005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1186","prompt_sha256":"70b7bcd6ce290c759d1cfa370517c2a3b55ff2b8efce3c15533b225de7d75db1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691084048168362},"components":{"alpha":1.0,"bonus":1.0691084048168362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691084048168362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5501,"eligible_count":122,"excluded_count":18,"feature_sha256":"5483926e2a01319dc05d63c45808605bfff99c138227354d8048cbc07a086258","formula_version":"titan-u-contract-v1","latency_ms":39.32045799999173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357750714835028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1531","prompt_sha256":"40147f13ed2a69d767389d6f4d5fc01487a7f3b13fef087507281b436eb40abe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701660538498219},"components":{"alpha":1.0,"bonus":1.0701660538498219,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701660538498219,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5610,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd7eac5d3cceb009a8c9820addf4b819eb151f616eb183afbbef371fe7c3a059","formula_version":"titan-u-contract-v1","latency_ms":33.823124999997844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368327205164884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_966","prompt_sha256":"986b64e5b75ec38c26162e5bcbca81909175f0a6cace771790efd5b46cd7704a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696313653836538},"components":{"alpha":1.0,"bonus":1.0696313653836538,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696313653836538,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5556,"eligible_count":122,"excluded_count":18,"feature_sha256":"e41191eda206e4260c7949f8e392c4d068a77b8316209198c656a3dfbb2bf5a5","formula_version":"titan-u-contract-v1","latency_ms":27.76724999999658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362980320503203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_894","prompt_sha256":"1f751fb9cfa5f8084d03406fcfd06085c7790d1abfeffbab6de96fb1ceee5e52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721569381391887},"components":{"alpha":1.0,"bonus":1.0721569381391887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721569381391887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5795,"eligible_count":122,"excluded_count":18,"feature_sha256":"60d4ec7f235571edaca147f02276b9a1616f021d9ac00e4d21d08ebc559fb7f1","formula_version":"titan-u-contract-v1","latency_ms":30.951916000006463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388236048058552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_945","prompt_sha256":"18c9eea5ad6989802a21cbfa4a2b6133d3b7e78c8a7c3c869f8e87d86a98d033","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0735918138717806},"components":{"alpha":1.0,"bonus":1.0735918138717806,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0735918138717806,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5916,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dc5a83ed40d411f595691f721ff2dc2f4a880e0b0155a23f71ffef9e10926b2","formula_version":"titan-u-contract-v1","latency_ms":35.32825000000628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0402584805384472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1615","prompt_sha256":"e64a0b578026413475830673119780ecb284738df8c417e67c4cdcf6a66d5f31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648293437213308},"components":{"alpha":1.0,"bonus":1.0648293437213308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648293437213308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4901,"eligible_count":122,"excluded_count":18,"feature_sha256":"4118f6ede64b1572f3dd6ee69ed4cfdb961c33696ba19c173947d9126520f84d","formula_version":"titan-u-contract-v1","latency_ms":28.189249999996946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314960103879973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1266","prompt_sha256":"a12981a2ad6c4bcfb4ab8e5d8943d1f15a86134435065fbeeb5b241af14ee7f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718061894822681},"components":{"alpha":1.0,"bonus":1.0718061894822681,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718061894822681,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5764,"eligible_count":122,"excluded_count":18,"feature_sha256":"91ad6de40f732296adc85320e693d1288872e1766e7cc2406227494c7940218f","formula_version":"titan-u-contract-v1","latency_ms":27.528875000001563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0384728561489347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1297","prompt_sha256":"c7840c83cf22c6a791947605ca999f6b9a59ade743f91513bcab80ca06ef4845","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643131588024266},"components":{"alpha":1.0,"bonus":1.0643131588024266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643131588024266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"823e763796442c77bdf27a41efb377c51e9ded90c2267b3ea8271439bad62db2","formula_version":"titan-u-contract-v1","latency_ms":28.49379100000249,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309798254690932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1185","prompt_sha256":"e5f35314ae45ae2be0a7049bda286a868d609ac0b2d9b6e9e1d7da77653e8605","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653774602517658},"components":{"alpha":1.0,"bonus":1.0653774602517658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653774602517658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5004,"eligible_count":122,"excluded_count":18,"feature_sha256":"edf9bc89e77af52ccd0be81b9f1e912f5340b8581c2ff80a52f7987a6ce7b0ec","formula_version":"titan-u-contract-v1","latency_ms":31.093791000003534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320441269184324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1413","prompt_sha256":"10e814edb4b2ebae1706912387658e63e80ddc68ee1fe193deaa3307a949f40a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663482662807682},"components":{"alpha":1.0,"bonus":1.0663482662807682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663482662807682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5157,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4a4c56c3b0eff0eb3e5fa88b72853d3aa165e58a13338d2c99923d80d08e847","formula_version":"titan-u-contract-v1","latency_ms":29.971540999994772,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330149329474347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1373","prompt_sha256":"97029642ebaedb51f5e4510cea1bcce84910537d65c5f0d962f18c9585649628","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647559909728144},"components":{"alpha":1.0,"bonus":1.0647559909728144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647559909728144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4886,"eligible_count":122,"excluded_count":18,"feature_sha256":"f35a17e68566521e70c1df3cb16f5d4ee28435061a906d9fa0c825ee30a13264","formula_version":"titan-u-contract-v1","latency_ms":30.42162500000245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031422657639481,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1052","prompt_sha256":"8afda1d903d5bc7f946baf0a3fd33c65805e2883905c76be865bf613f60fd34a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.121446178490078},"components":{"alpha":1.0,"bonus":1.121446178490078,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.121446178490078,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4774,"eligible_count":122,"excluded_count":18,"feature_sha256":"553d2b35ab51601f6ac4a98dee327c82920634c8d6b7da3eba29c98b00e15269","formula_version":"titan-u-contract-v1","latency_ms":26.737041999993494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0881128451567446,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1190","prompt_sha256":"425906251d8f501b022b5b39a638b9f4ecfcac57418f51da6a31cdc96cbfe386","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756898368024121},"components":{"alpha":1.0,"bonus":1.0756898368024121,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756898368024121,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6078,"eligible_count":122,"excluded_count":18,"feature_sha256":"e443ded315e3df0896a736472d926d28f2e250717097d27ace47635f0103dc55","formula_version":"titan-u-contract-v1","latency_ms":28.217334000004257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0423565034690787,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1671","prompt_sha256":"7fbf377128771c47b5e35d4430748cf5fdb5a16da772ff7d5325da21ccd3be51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009358},"components":{"alpha":1.0,"bonus":1.0642683850009358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"04935ccb7fe6e8b335b2605298273fe46b9e487adcde323a3f02d2ccc0e0293a","formula_version":"titan-u-contract-v1","latency_ms":24.60379200000773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_967","prompt_sha256":"9c84fd5a3330fef0686d0b236ed3766741d6a365fd40f703be10924d35034aa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654928767065972},"components":{"alpha":1.0,"bonus":1.0654928767065972,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654928767065972,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5023,"eligible_count":122,"excluded_count":18,"feature_sha256":"8354c04ec6ca4d06ac78cea6716480ed88d9446b83f0728bd0ec0fd54fcc9bfd","formula_version":"titan-u-contract-v1","latency_ms":28.958291999998664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321595433732638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1500","prompt_sha256":"9336289521df0c332bdb989dc4cb38516e864ad83ee59af44359586644cff855","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065326475781016},"components":{"alpha":1.0,"bonus":1.065326475781016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065326475781016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4995,"eligible_count":122,"excluded_count":18,"feature_sha256":"beb75d24ce3c42d0ebc2cbc8805f03eb2fdf4475ebac5cc85ed40c1a620c1b26","formula_version":"titan-u-contract-v1","latency_ms":26.148207999995066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319931424476825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1555","prompt_sha256":"25845f6bcab7768d07ce56dbc5babc900284eeed886efb2becb92ab8cace45aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644527973623346},"components":{"alpha":1.0,"bonus":1.0644527973623346,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644527973623346,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4818,"eligible_count":122,"excluded_count":18,"feature_sha256":"78c3f6b8e05cbd44c19181202789539e5f0fa7b1024654dcd7fe0dcaa00454b3","formula_version":"titan-u-contract-v1","latency_ms":30.48825000000477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311194640290011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1103","prompt_sha256":"751ba9b3c75814d17d38c7abe30ec6d268c8e55366c4d04ddfe14f0f6c8b6b77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664862868316687},"components":{"alpha":1.0,"bonus":1.0664862868316687,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664862868316687,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5179,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f3d2207069195fa3614752d31b36acf2288e55390f81ae24cbb23e9ae3caa20","formula_version":"titan-u-contract-v1","latency_ms":27.825790999997935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331529534983352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1184","prompt_sha256":"872865f00e43309d9da0a869664595453a11dc26d0faf946e7185f4a138766de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650910502452358},"components":{"alpha":1.0,"bonus":1.0650910502452358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650910502452358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"30caed67313d0527139e729648ec2fb41b40578cd7a53d6b96dbcb4e7a0674db","formula_version":"titan-u-contract-v1","latency_ms":23.116833000003112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317577169119023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1445","prompt_sha256":"569a836f11515c403cc8e442d1f911f42138c5caf3c37eeb5ac921541a87b780","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662064799148894},"components":{"alpha":1.0,"bonus":1.0662064799148894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662064799148894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5137,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e5efd02049beac823e0c510847ada0d152cc62ee5951de34529c426d9c6aea9","formula_version":"titan-u-contract-v1","latency_ms":24.63958299999547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032873146581556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1447","prompt_sha256":"4e2af87a2637fde9376a6c0138a442b9168bb13da70bc1852504fb6953325a5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519662},"components":{"alpha":1.0,"bonus":1.0647608299519662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4882,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0e61dc2f2cf16546619aa88cdd56273ee798e11e80a3955a365a4904d55fe66","formula_version":"titan-u-contract-v1","latency_ms":29.015000000001123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314274966186328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1775","prompt_sha256":"9feba1a2125df7614ce582b55ec7a335cfc2699fa554d9ed422b134953ee407c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696994905112371},"components":{"alpha":1.0,"bonus":1.0696994905112371,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696994905112371,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5559,"eligible_count":122,"excluded_count":18,"feature_sha256":"2211d4173cbff9847fe6a4b5c2964ba2bc985b96b34d87fdf8c122b057b43a23","formula_version":"titan-u-contract-v1","latency_ms":24.666582999998354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363661571779037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1195","prompt_sha256":"8c74de13dd3e81f8f4e917f764ed6dbabbf149c03e8801a50c0393205f0f1197","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066341441712036},"components":{"alpha":1.0,"bonus":1.066341441712036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066341441712036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5158,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1a741d4b87dde563f7eaf9975d8f1b1c8aa8ba5ffbb2c5d46482159aa2aaa08","formula_version":"titan-u-contract-v1","latency_ms":25.74983400000974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330081083787026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1783","prompt_sha256":"6b69b5f78b25edb3fd6e3a0898a89ccfdeb95c8131228011e1a0ef8fe835f42c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649552550753014},"components":{"alpha":1.0,"bonus":1.0649552550753014,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649552550753014,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4926,"eligible_count":122,"excluded_count":18,"feature_sha256":"7da4859682ef5225f25b403768163157ef00c22a7744cc0d34b83a5a268ed4cc","formula_version":"titan-u-contract-v1","latency_ms":26.18670799999734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031621921741968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1802","prompt_sha256":"f0814edd922cf7225362f58d17b13f587f2ff284b730e23cc823122a51cf2ca4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665002490623243},"components":{"alpha":1.0,"bonus":1.0665002490623243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665002490623243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5175,"eligible_count":122,"excluded_count":18,"feature_sha256":"779f8cf658cc5158572d63b91a4fd3721c7e1a7e5edcfeb532e9e95f0e922de7","formula_version":"titan-u-contract-v1","latency_ms":26.71199999998919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331669157289909,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_811","prompt_sha256":"2ebb81aab223bacc480541b01b5fea03e7f5616f77259ef9830c640274f7b65f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686251425605238},"components":{"alpha":1.0,"bonus":1.0686251425605238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686251425605238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5448,"eligible_count":122,"excluded_count":18,"feature_sha256":"eee1f25137daf249c19799cbd479762df1d821fde0363ca9005be362b3ede9a3","formula_version":"titan-u-contract-v1","latency_ms":25.533374999994862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352918092271903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1614","prompt_sha256":"3561501e5a3ed68688e1eb4493a261ddf71ed3d04fc0eb33b327be32193f0348","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065707984305504},"components":{"alpha":1.0,"bonus":1.065707984305504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065707984305504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5054,"eligible_count":122,"excluded_count":18,"feature_sha256":"de55d65b5feabb3281f370259dbcefa966b552e8c05cf7599c1f273a971fc5c6","formula_version":"titan-u-contract-v1","latency_ms":23.77770900000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323746509721705,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1269","prompt_sha256":"af2eb98648775f564ab05ce134d79fa28fb88bc079b3fe88a35b19a4a5985a35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065683616423045},"components":{"alpha":1.0,"bonus":1.065683616423045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065683616423045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5056,"eligible_count":122,"excluded_count":18,"feature_sha256":"58339256a8c3870439ce37571db786917c8903ed26898943372e92348fd87b26","formula_version":"titan-u-contract-v1","latency_ms":27.510457999994742,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323502830897116,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_841","prompt_sha256":"aeef27ecb28e24639a462fcac64991095f35c83cb8c8a96be4c08abe59583fab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650173157336456},"components":{"alpha":1.0,"bonus":1.0650173157336456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650173157336456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4932,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fdd6a697256b1c3f957a53540960ea631740e10e0bfc85dab2e8f90c60cbde1","formula_version":"titan-u-contract-v1","latency_ms":29.076332999991905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316839824003121,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1367","prompt_sha256":"735d854030a04060e825bd7a0020b214b9dddff51053280d4a5e70bb6117c999","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679008651614157},"components":{"alpha":1.0,"bonus":1.0679008651614157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679008651614157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5364,"eligible_count":122,"excluded_count":18,"feature_sha256":"284e2b973f876a86c3744349825990556e68ccd257e236910ef2c4657a621117","formula_version":"titan-u-contract-v1","latency_ms":25.016582999995762,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345675318280823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1680","prompt_sha256":"628afbb090ed77073b90b80ac726db4ee604674f638906a0d992881507c2a756","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688323652472356},"components":{"alpha":1.0,"bonus":1.0688323652472356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688323652472356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5473,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ff80f5df2efb3a3526d9d6d85d953565cc8d1ee389435f462802a058cd9e695","formula_version":"titan-u-contract-v1","latency_ms":25.219000000006986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354990319139021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1235","prompt_sha256":"b4849684e771416ddc3758fd8b2c1fc5b8b0e8eeebc031ac6e853716bb3ee8be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071190054477962},"components":{"alpha":1.0,"bonus":1.071190054477962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071190054477962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5708,"eligible_count":122,"excluded_count":18,"feature_sha256":"a692edf1a8ffb183f494139e71e5b03d6ae3a77ecb37f99737edd8c5cde837b5","formula_version":"titan-u-contract-v1","latency_ms":25.177916000004075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378567211446286,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1630","prompt_sha256":"7256f364798b542bd843491faef61d799671bb3d976ad33bacdf68323ae4cb40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671129421246845},"components":{"alpha":1.0,"bonus":1.0671129421246845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671129421246845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5267,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d1ce3f4c49cf786670a7c079a5f5675891f6a07ad7bcab09c0f6d01e49f538c","formula_version":"titan-u-contract-v1","latency_ms":26.971165999995605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337796087913511,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1088","prompt_sha256":"2d4510a3b3c8ba5cb61e4150bffc78331fa399df393412bc7169b1ae52f5f0a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703081076552208},"components":{"alpha":1.0,"bonus":1.0703081076552208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703081076552208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5626,"eligible_count":122,"excluded_count":18,"feature_sha256":"b74d1af9b804dc5e88b574bceb3b7d9d73b0a0b18980123588158f29e1f48e9e","formula_version":"titan-u-contract-v1","latency_ms":34.449792000003754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369747743218873,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_902","prompt_sha256":"3aa30bd9bfc7fd32186af630426691ca0cb24274e4ca764c6612ea468465f080","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644834428021885},"components":{"alpha":1.0,"bonus":1.0644834428021885,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644834428021885,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4821,"eligible_count":122,"excluded_count":18,"feature_sha256":"440bc87df1c020b61115cafaceb237babcde74cf1da893ddf12d195b97fb0bb8","formula_version":"titan-u-contract-v1","latency_ms":24.869334000001686,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031150109468855,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_809","prompt_sha256":"063bb328a5ec866bd7f5e5489d8a5ac54ba3fd692ad8438f29a1097642edfa36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674306220136742},"components":{"alpha":1.0,"bonus":1.0674306220136742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674306220136742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5303,"eligible_count":122,"excluded_count":18,"feature_sha256":"d79a433f91c5c8f1578593b6574b4e9ed4d7e8d47a0606427fcd0cf43d21003c","formula_version":"titan-u-contract-v1","latency_ms":25.758999999993648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340972886803408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1102","prompt_sha256":"a4c7fd52a2f6e564ca595062060ddc98eeb493e7d7d284bec6f161c9aacc305a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890742},"components":{"alpha":1.0,"bonus":1.0649094004890742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4915,"eligible_count":122,"excluded_count":18,"feature_sha256":"b596c508f2d0944590d9b5927ea9cd928e0dc09bc329438e26111fd9e9276135","formula_version":"titan-u-contract-v1","latency_ms":25.725499999992962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315760671557408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1611","prompt_sha256":"fab281747fe1e52d55a5cdc9f97aa6dcd16a43b8dacf223c19107b4e589ba9d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669104087562837},"components":{"alpha":1.0,"bonus":1.0669104087562837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669104087562837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5238,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a0d61a61c36e531b9b1cb274bba4dfe6b1208ac325cf532d9b9cab6ba7ca5bb","formula_version":"titan-u-contract-v1","latency_ms":25.84779200000753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335770754229503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1698","prompt_sha256":"b74cbe4aaa43585564bd2924b99a91b09d01d7f55e41d7d155b92d194d2cc667","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667131760693698},"components":{"alpha":1.0,"bonus":1.0667131760693698,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667131760693698,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5211,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc56f7137ec859e0af2f6286f940d2b74dc1eef8c650f58b3e4790a0dd613b4c","formula_version":"titan-u-contract-v1","latency_ms":25.657542000004696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333798427360363,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1446","prompt_sha256":"9629966e98b6bcf40328ec373c25619c37b0a29f2a6c4748fe35c3d3540da1c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703387314303823},"components":{"alpha":1.0,"bonus":1.0703387314303823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703387314303823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5629,"eligible_count":122,"excluded_count":18,"feature_sha256":"77b728ec5c89dc6638277e7187aff0dfce787b9ec6bc6e9b5e07e13b8de5f205","formula_version":"titan-u-contract-v1","latency_ms":25.022625000005405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370053980970488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1580","prompt_sha256":"e37b16b706d8726bf97d809845a2ca26eb2bca6aaa2ff53e85a19bcc722e2c48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064889210786737},"components":{"alpha":1.0,"bonus":1.064889210786737,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064889210786737,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"03a11d71d180e0ecb6c7829a13e9467c85493e48d4aaee096e5a8f28e9ed6728","formula_version":"titan-u-contract-v1","latency_ms":24.143541000000823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315558774534035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1773","prompt_sha256":"0be8feb6bdbd48f15e8a661b8c30033b6caf0809b7f0bd4637e763d3a02c5bde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1022140360429094},"components":{"alpha":1.0,"bonus":1.1022140360429094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1022140360429094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7531,"eligible_count":122,"excluded_count":18,"feature_sha256":"c904d7448f1a0cd418f5111b915e02771b5bc52b0fe87b54594a3ebb12e66aeb","formula_version":"titan-u-contract-v1","latency_ms":26.935375000007866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.068880702709576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1113","prompt_sha256":"152c2645ca284971992402487e8b271107a803ffb57e29a8befd4f11e268d963","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731179018402404},"components":{"alpha":1.0,"bonus":1.0731179018402404,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731179018402404,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5876,"eligible_count":122,"excluded_count":18,"feature_sha256":"29e8c5860fbe55945532e7cabda27a24e331a4a138c88989ae87e3c5e03fee26","formula_version":"titan-u-contract-v1","latency_ms":26.31691599999897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039784568506907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1231","prompt_sha256":"c4bd4a5317c7e356ee9ad2c7e5316d4c2542b4871fc87b8308be22e743d9c4e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666343423650413},"components":{"alpha":1.0,"bonus":1.0666343423650413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666343423650413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5200,"eligible_count":122,"excluded_count":18,"feature_sha256":"93b1ee2d946b55bdcfadfe209f5221d3566d719b8cffe1b9845f85ac7366c85c","formula_version":"titan-u-contract-v1","latency_ms":27.905584000009753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333010090317079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1030","prompt_sha256":"f2b2af763622e2c0228a2cf1468d027510677cc4f36c11fc418030c381753829","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661998083145579},"components":{"alpha":1.0,"bonus":1.0661998083145579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661998083145579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5131,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8384649797655851dc773ff348d5bdaa8cab430dbde0a95e5fa483a253fb1f2","formula_version":"titan-u-contract-v1","latency_ms":33.49774999999511,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328664749812244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_824","prompt_sha256":"f27c60a26a681594e39a345a12b14022768c0559fa57ea59710d40a1e876c8b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069496175922336},"components":{"alpha":1.0,"bonus":1.069496175922336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069496175922336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5542,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d6d7033aa2563abcbd7cdb9a77f3e546a335c10c4222c59a00a9dbefa4fa0fb","formula_version":"titan-u-contract-v1","latency_ms":31.61604100000659,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361628425890026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1822","prompt_sha256":"7af824a2aa257b71140c5b2076c07edefa931b10d0efb784334926f75cc9343e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0833300657002},"components":{"alpha":1.0,"bonus":1.0833300657002,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0833300657002,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6581,"eligible_count":122,"excluded_count":18,"feature_sha256":"3af6e1b35300e064dc7ccc4c056e6fd789fde7579b4a6793b775de13ce415ad1","formula_version":"titan-u-contract-v1","latency_ms":28.435291999997503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0499967323668666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1093","prompt_sha256":"93492caf8079562537922d51688df87957b02a1003cda543a6676360b0ad3f89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655280711048865},"components":{"alpha":1.0,"bonus":1.0655280711048865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655280711048865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5027,"eligible_count":122,"excluded_count":18,"feature_sha256":"95520b7c007ed4f14c71bfc60e588032a1654aebe3d3ad977a9dc04ca13b5e75","formula_version":"titan-u-contract-v1","latency_ms":26.422457999998983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032194737771553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_807","prompt_sha256":"6d6376b6b57cac6b9725c3f897fc7f26758338ff747ffcf72241ace2e1ab335f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687598537557441},"components":{"alpha":1.0,"bonus":1.0687598537557441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687598537557441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5463,"eligible_count":122,"excluded_count":18,"feature_sha256":"47c4b4f7087f6ead69c28fbef5d11fc427083d8727c4b918dbfd6c11b46ec52a","formula_version":"titan-u-contract-v1","latency_ms":27.439083000004416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354265204224107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_964","prompt_sha256":"bca81c26298d592e1015993e8e88a3ae0364193beee5852f02516273b9ad3de0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080655476001718},"components":{"alpha":1.0,"bonus":1.080655476001718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080655476001718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6418,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed5f1a54f2a160358d66dd6276a95b164d5df3b3c9bc0b6c875ef2cff6c587ce","formula_version":"titan-u-contract-v1","latency_ms":40.72279100000742,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0473221426683845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1476","prompt_sha256":"a642c4b2fcc72a2ce223ddd5970a7ce083d8daa5995413ab6846911a38a7f0f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721683672877593},"components":{"alpha":1.0,"bonus":1.0721683672877593,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721683672877593,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5800,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bdb1e583451aba8958882035f095bb52e3f7535e1c9bf954414a492e26b7846","formula_version":"titan-u-contract-v1","latency_ms":41.52395900000272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038835033954426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1433","prompt_sha256":"988323f2f17f9384521f2ec83012ea8ee2c182dd7bd5aa3d059ae0b2ab81949b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681878675179286},"components":{"alpha":1.0,"bonus":1.0681878675179286,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681878675179286,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5398,"eligible_count":122,"excluded_count":18,"feature_sha256":"90bff7672de5552b2774baad6621458612b8ea9ddbd5053904d41fb8d4b945bd","formula_version":"titan-u-contract-v1","latency_ms":37.400334000011526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348545341845952,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_893","prompt_sha256":"1e80d924a84eb5c141223c3b81a805b110753505c6e0a947ddfb5d5e8f6267da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0816672460835617},"components":{"alpha":1.0,"bonus":1.0816672460835617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0816672460835617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6480,"eligible_count":122,"excluded_count":18,"feature_sha256":"90196a7189f18bed3d144eeca6a29ee2ec1520da255db2e66bbb3768f890cb89","formula_version":"titan-u-contract-v1","latency_ms":29.159167000003094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0483339127502282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1519","prompt_sha256":"fcb4f59647e685fdd9343a8b5c864e1a3a613d93bb5b6b4a1b424232ee1d7f6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750654958245567},"components":{"alpha":1.0,"bonus":1.0750654958245567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750654958245567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6034,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfe1f5bb70d7ee627fbf11ce2776b473292f0e5fd8cb3ca18bedfa0b658dc8c6","formula_version":"titan-u-contract-v1","latency_ms":24.202957999989394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417321624912232,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1107","prompt_sha256":"d64b78589b7b546a00e5933ca26978a896c84a0125e01130ca3da3209b59667c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686340726600478},"components":{"alpha":1.0,"bonus":1.0686340726600478,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686340726600478,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5449,"eligible_count":122,"excluded_count":18,"feature_sha256":"660679543c10f726c56c81309b6d3c3e6de1bd291642eca452a5b13249ab9b40","formula_version":"titan-u-contract-v1","latency_ms":27.991291000006413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353007393267144,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1515","prompt_sha256":"fbe5203d7c9f1f172da7a119f21d1522a57588016e17da87cee7a1c37b4f0f09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090279336340004},"components":{"alpha":1.0,"bonus":1.090279336340004,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090279336340004,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6961,"eligible_count":122,"excluded_count":18,"feature_sha256":"24591798a05b8f9a95a4f148c0527fce041f12b8f0844d9ce833560532ab013b","formula_version":"titan-u-contract-v1","latency_ms":26.181291999989753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0569460030066706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1729","prompt_sha256":"9c9a59d5dcc49668191e3d0bc2033fc731d1806a2563334d1091f2389a258888","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1125064922563372},"components":{"alpha":1.0,"bonus":1.1125064922563372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1125064922563372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7938,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2844de417477b5b63a864f25577180ad57795d0c66f2d05d7f14179bf9957e0","formula_version":"titan-u-contract-v1","latency_ms":26.3254580000023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0791731589230038,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1199","prompt_sha256":"fedb4661a551dd11012fae44a490b7fb2d4507cb161bb7c678d2e01ab05b78e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669549581929405},"components":{"alpha":1.0,"bonus":1.0669549581929405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669549581929405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5244,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4bf760b0a94b02ac25206ed530b8c1b52832205c8d50588d9a03ba46ab2d4cd","formula_version":"titan-u-contract-v1","latency_ms":25.80341699999167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033621624859607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1363","prompt_sha256":"8a82264972435c9461f4d1c8b307ad79dd59f91c45d5c7bdeb117f71e645f162","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685539622838427},"components":{"alpha":1.0,"bonus":1.0685539622838427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685539622838427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5440,"eligible_count":122,"excluded_count":18,"feature_sha256":"c47e30ecc5df4c6ef5c07609e69e0cc4ff132a975cd68a96bc3d24653173bc09","formula_version":"titan-u-contract-v1","latency_ms":26.117999999996755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352206289505093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1451","prompt_sha256":"d7f79bfa68a09de94a3a512ab9d8b37e742f30c0cc6ba45c075e20610a46cdfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0930270503571722},"components":{"alpha":1.0,"bonus":1.0930270503571722,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0930270503571722,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7097,"eligible_count":122,"excluded_count":18,"feature_sha256":"f410e003d1004a61e79f663580a1dd29663497bf71801e2e56727c6c0f2a3f12","formula_version":"titan-u-contract-v1","latency_ms":25.637457999991398,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0596937170238387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1749","prompt_sha256":"aeae6c6cf1dea3004f2a7e68b5a3dbfaa1934bb8418b3f1911a34f2f79bdab1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722945607434553},"components":{"alpha":1.0,"bonus":1.0722945607434553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722945607434553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5801,"eligible_count":122,"excluded_count":18,"feature_sha256":"e69bcbc9f230a104e3cecc47932c8596cf5d433e70e9172439f5275daaeb7845","formula_version":"titan-u-contract-v1","latency_ms":25.919666999996593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389612274101219,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_831","prompt_sha256":"7312af9ff7014bc79a0df393372a8a7ba184145bcf3403f602fe98ef0605ae97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708798368631283},"components":{"alpha":1.0,"bonus":1.0708798368631283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708798368631283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5679,"eligible_count":122,"excluded_count":18,"feature_sha256":"2eee4b8ac3e35929fdfed79e82ef8bf88fe07edf5e4ce07ac093ab3a37f6d850","formula_version":"titan-u-contract-v1","latency_ms":26.251375000001076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375465035297948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1665","prompt_sha256":"e56655ec866bfa84ff2860c2d025b8df6dbed21c1c0394c792e6d77a169a5f10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0829751014277753},"components":{"alpha":1.0,"bonus":1.0829751014277753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0829751014277753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6560,"eligible_count":122,"excluded_count":18,"feature_sha256":"a23304f5bd2aff3b5d9b4f3ae43a94f661031d33a304947f89842428e7238d83","formula_version":"titan-u-contract-v1","latency_ms":27.169041999997035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0496417680944419,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_869","prompt_sha256":"c32f87b3d451e2b4a82f3705c0b155769937105881bc3e2c2b08f662a3559bff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0992159172849072},"components":{"alpha":1.0,"bonus":1.0992159172849072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0992159172849072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7398,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fa76bf422f658dc9d4dd9e139812473d4c377eb4f5644354333093f6032e8a7","formula_version":"titan-u-contract-v1","latency_ms":28.204999999999814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0658825839515738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1005","prompt_sha256":"f99a9befd8647517ae891222771d56bb034ee871cc5813264a99fc0d1f5c0b09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656052270892817},"components":{"alpha":1.0,"bonus":1.0656052270892817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656052270892817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5037,"eligible_count":122,"excluded_count":18,"feature_sha256":"63685f88f639bafaf04e68fd257f34711490676df5a4b11ebf0153f886ae3af9","formula_version":"titan-u-contract-v1","latency_ms":24.90862500000901,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322718937559483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1616","prompt_sha256":"ba97f7b96139c6986d82da01d0c04be402063da99f4514ac71d1abd39f01f462","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064536812421252},"components":{"alpha":1.0,"bonus":1.064536812421252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064536812421252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"e415f58c8228597c8ad95d022ecff06e58b02dbf20e62b884886727f1511ffab","formula_version":"titan-u-contract-v1","latency_ms":23.1344169999943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_889","prompt_sha256":"f39dd9af6e163bd9141051cdb8e8a5320c584060fde4c7fd4c16c195cd143960","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742532435371093},"components":{"alpha":1.0,"bonus":1.0742532435371093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742532435371093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5976,"eligible_count":122,"excluded_count":18,"feature_sha256":"1387809c7fb22a21ada0d534b97a84452363149a6209820eaadd20ffadecd141","formula_version":"titan-u-contract-v1","latency_ms":27.96070800000905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409199102037758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1056","prompt_sha256":"61ef787e363087a8b57dc1a7b16d4f91fd9450eee819760a8e3e4c8adcfd2cf8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743548209274252},"components":{"alpha":1.0,"bonus":1.0743548209274252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743548209274252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5977,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3fa998938bbacb4d0ffdaa7ac29293666b739d2a73ccd3abc18cb8029827e9f","formula_version":"titan-u-contract-v1","latency_ms":31.050041000000306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410214875940917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1804","prompt_sha256":"7dbea01c90cf4c27d1cd222cfb012223ea7edb72f40e0a7cd70ba3821608cd54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0983897446944777},"components":{"alpha":1.0,"bonus":1.0983897446944777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0983897446944777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7353,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b578b263a76be35bb22bdc9e30dc86b3329613eac2530489fddb3acfc1b21c8","formula_version":"titan-u-contract-v1","latency_ms":30.74712500000487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0650564113611443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1768","prompt_sha256":"8c74c9faf5e6fdbf2d43613919a40e4944e0023074707fcffffb0f66da0c27f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1061268151753667},"components":{"alpha":1.0,"bonus":1.1061268151753667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1061268151753667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7686,"eligible_count":122,"excluded_count":18,"feature_sha256":"df63aae5ea89af94072c91faa293fa1ad657c03a75866085aa4b34ab163536c6","formula_version":"titan-u-contract-v1","latency_ms":26.309874999995486,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0727934818420333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1670","prompt_sha256":"a1a965736fdda8801b0eb4bbfb495cf1e71077b2fae2e72c29662cf5fd8a608e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765930202495277},"components":{"alpha":1.0,"bonus":1.0765930202495277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765930202495277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6145,"eligible_count":122,"excluded_count":18,"feature_sha256":"4385c6e9e4633ba5e1be2d2613a9536e6b7078cc1d6c2ba59cae0d6af393ba34","formula_version":"titan-u-contract-v1","latency_ms":29.890209000001278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432596869161943,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1469","prompt_sha256":"226ad484d280f4feb4129bd3b72b790e1aad5eaff28bd62a4c8d9d7f6fd07042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1004608267675864},"components":{"alpha":1.0,"bonus":1.1004608267675864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1004608267675864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7441,"eligible_count":122,"excluded_count":18,"feature_sha256":"80ed5a20ac7cf68a0b476f6509d6be8e529cd1171a2df077bbae9d283bb272e5","formula_version":"titan-u-contract-v1","latency_ms":26.43758300000343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.067127493434253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1432","prompt_sha256":"5d149fe3348a3a5045073ca12c2baa1aa635d87f605f550b1a82c49e1a937120","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728522},"components":{"alpha":1.0,"bonus":1.0650225349728522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4935,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fe672020ce8ba190e6c968a9b99cb331c3678e760de713e35e0472d256c9af2","formula_version":"titan-u-contract-v1","latency_ms":28.25800000000811,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1774","prompt_sha256":"5444ee31ad7b251063ae80891dcbcca4e9940849124c4204d0be2010b8bbfc6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740012948083442},"components":{"alpha":1.0,"bonus":1.0740012948083442,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740012948083442,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5949,"eligible_count":122,"excluded_count":18,"feature_sha256":"4eaa72f950f603cfd50448f5aed8d8c38574ec8381d4ec23996ab919023c78f1","formula_version":"titan-u-contract-v1","latency_ms":27.75279100001171,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406679614750107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1468","prompt_sha256":"5201a5b3dc615b67e7050efc49d937349e98e30d589ede25e4a1d90875898867","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712984272892871},"components":{"alpha":1.0,"bonus":1.0712984272892871,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712984272892871,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5718,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c286dff1b52c5247631a6bd54ed057d0bb7acc04b8be8f362c36671d5e90096","formula_version":"titan-u-contract-v1","latency_ms":25.76641699999982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379650939559537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1389","prompt_sha256":"4c6dc7a5b24150c14ab9fb90b6a26328004ccdf5ea8b6bedb8af65d0c9379371","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0954741553318361},"components":{"alpha":1.0,"bonus":1.0954741553318361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0954741553318361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7217,"eligible_count":122,"excluded_count":18,"feature_sha256":"acc8caaa4aea8fc6ecaa1f2beecf2478492a135678bd5e62dedf63ec87c9ca90","formula_version":"titan-u-contract-v1","latency_ms":26.156458000002658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0621408219985027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_791","prompt_sha256":"d02499b973de1a15a9f40f96dae89e34177234e8817ac2b82689611939ff4799","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689972082517334},"components":{"alpha":1.0,"bonus":1.0689972082517334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689972082517334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5489,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb6c8088c2ad241bcf5623c5d9f181a607b912ce201d73dde2d95c37e9d5b0b4","formula_version":"titan-u-contract-v1","latency_ms":25.97395800000868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356638749184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1356","prompt_sha256":"74f0ca0e5c386845bf4d22df870a7c20cd936d23d1f00e48e330804537ad4fa0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074908604399695},"components":{"alpha":1.0,"bonus":1.074908604399695,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074908604399695,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6017,"eligible_count":122,"excluded_count":18,"feature_sha256":"24e9b09b6619f2a2b3de71edc57d3f3ec056c59fcc17de68dd9968b642ca3f28","formula_version":"titan-u-contract-v1","latency_ms":25.950041000001534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415752710663615,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1742","prompt_sha256":"66c1e307d4b480363e59d2eabf2ab20f05d67a52fcf4db38ab6e9e85ca900f1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071396576903249},"components":{"alpha":1.0,"bonus":1.071396576903249,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071396576903249,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5723,"eligible_count":122,"excluded_count":18,"feature_sha256":"a707e674a39804e483f505ab6cf257cba3f1e43519655a3be3b877fd4ae8e30d","formula_version":"titan-u-contract-v1","latency_ms":26.119167000004495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380632435699155,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1251","prompt_sha256":"f4bed7da04da459dea63217d23c32b142cd8a69fd7545b202b623d916164b0c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706589712940813},"components":{"alpha":1.0,"bonus":1.0706589712940813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706589712940813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5659,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1161145a21b517d76812166a7f8037c69af230c4f2547170475904a53adb7da","formula_version":"titan-u-contract-v1","latency_ms":28.984291999989864,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373256379607478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1232","prompt_sha256":"82d7cfb53165ae4a8cf33b9929c5f1a2959b76cae6456f41e48499d33ca384d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0826899948738788},"components":{"alpha":1.0,"bonus":1.0826899948738788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0826899948738788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6544,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab2d266f3e31529ab39d570ac3a2de519c21958144b65aa6bbecb63da9c41f56","formula_version":"titan-u-contract-v1","latency_ms":26.8046670000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0493566615405454,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1150","prompt_sha256":"a256a35773820d058bb8ed24a5001465e5b6d3cbeb5e08bd7543830464f7864c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745396},"components":{"alpha":1.0,"bonus":1.0643421126745396,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745396,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"9055ba846715ed5ab82d27bd4899043570ec5045ad4896104df038abbc75f539","formula_version":"titan-u-contract-v1","latency_ms":23.151165999991008,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310087793412062,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1365","prompt_sha256":"6fe69e360f8a31d523eefea5b37ea2366ecfcc21cce05c0c1beff62ecd9ecd5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075582458484704},"components":{"alpha":1.0,"bonus":1.075582458484704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075582458484704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6071,"eligible_count":122,"excluded_count":18,"feature_sha256":"e657545399d58a4d4794f812add1547132db720d6ee795562e59e50801d20443","formula_version":"titan-u-contract-v1","latency_ms":26.43625000000327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422491251513706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1418","prompt_sha256":"c131af138d155c75a970c3279f4b62e8964cb2a39df843a237af400b95f3f2e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729028380985857},"components":{"alpha":1.0,"bonus":1.0729028380985857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729028380985857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5857,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1f38d187aee5bcf9de1389de42823406a7d9658f78c783e7986ed6a49648184","formula_version":"titan-u-contract-v1","latency_ms":27.144667000001732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0395695047652522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1176","prompt_sha256":"f36e7abfe957b17f8e875d5b25e83030a2ec3f36df296b1ea081a682b9300264","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460275},"components":{"alpha":1.0,"bonus":1.0644139232460275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4811,"eligible_count":122,"excluded_count":18,"feature_sha256":"04c1a3ba0ff278aec39870e06a39a612f35dd8acf9efc3807317fc52055d66a4","formula_version":"titan-u-contract-v1","latency_ms":23.028791000001547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031080589912694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_962","prompt_sha256":"f81732775502f4678e1222fbff0fe985d3386472a11dc070d58c0a36630a0ada","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743930299534248},"components":{"alpha":1.0,"bonus":1.0743930299534248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743930299534248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5980,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0e159c6430e4047a0b53cfa7139e3d13ea5040f147f1816a75ef58556e01557","formula_version":"titan-u-contract-v1","latency_ms":24.388084000008803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410596966200913,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1487","prompt_sha256":"7c5d1a7f815ca9f784bdfa7f22cefb818dc212d3225354a06725ca9fa028207a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674148421829726},"components":{"alpha":1.0,"bonus":1.0674148421829726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674148421829726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5304,"eligible_count":122,"excluded_count":18,"feature_sha256":"81e10ffe22c67c02e732976de5ced26f3b44ecd941a9ed9a47f68101703bfe81","formula_version":"titan-u-contract-v1","latency_ms":24.388375000000906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340815088496391,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1192","prompt_sha256":"6261e7f0f4eddb28eed5b105947401c0fd0da576e78d0d7d50f3dfd839b2ef8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684656383396238},"components":{"alpha":1.0,"bonus":1.0684656383396238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684656383396238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5430,"eligible_count":122,"excluded_count":18,"feature_sha256":"07fd65c839dc0f686008cf015d1ec898d9a4bf358e490d59fc6241d300dcc7d2","formula_version":"titan-u-contract-v1","latency_ms":40.90937499999825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351323050062904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1659","prompt_sha256":"e0fbc11e1eabce5d4ff8e8d678cb59ad1b990701abf320baced09641c2ea5d1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0787302866101425},"components":{"alpha":1.0,"bonus":1.0787302866101425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0787302866101425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6293,"eligible_count":122,"excluded_count":18,"feature_sha256":"9299748eb6408c8b02340b5550e23c12283475cfaf10416c4f18e4f462948f10","formula_version":"titan-u-contract-v1","latency_ms":30.785625000007144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045396953276809,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_800","prompt_sha256":"8919f38bcdb13b5a9fe99f2c5cbcf029d0decb9b1c4f6bb424417576d3731912","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725962806433742},"components":{"alpha":1.0,"bonus":1.0725962806433742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725962806433742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5832,"eligible_count":122,"excluded_count":18,"feature_sha256":"44a842eabf81fb8c8c3b8a07be84154fa49641f689c3be850888f63a27989d01","formula_version":"titan-u-contract-v1","latency_ms":32.693874999992545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392629473100408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1496","prompt_sha256":"0515f9cf8c0fa492e0d972213799128d79b41346ef761b778e724edef1231a7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0918683671807698},"components":{"alpha":1.0,"bonus":1.0918683671807698,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0918683671807698,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7045,"eligible_count":122,"excluded_count":18,"feature_sha256":"c86a431501ba20e729a4a8034ff84f936346193aa089048225b2861859263cfd","formula_version":"titan-u-contract-v1","latency_ms":31.109416000006718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0585350338474364,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_979","prompt_sha256":"dcfd00666b70b2283be454e6ac7b89dc8fee8eee1a96ad7f586dc9021d62d2e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064770529856081},"components":{"alpha":1.0,"bonus":1.064770529856081,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064770529856081,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b7cbe51b4b83d60a548608064006e352a9bb5dbaebb1fbdceb2fc638fafd0a1","formula_version":"titan-u-contract-v1","latency_ms":31.069124999987707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314371965227476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1449","prompt_sha256":"a0efd46c0b2b3f2482fa612eef3360964d18a56c4a4439b1a250fbc642154778","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072678339630525},"components":{"alpha":1.0,"bonus":1.072678339630525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072678339630525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5840,"eligible_count":122,"excluded_count":18,"feature_sha256":"194cde6b24a463430156fdee9a378a85c176e4257df18090c0dd4880eb5af4ce","formula_version":"titan-u-contract-v1","latency_ms":30.72270799999899,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0393450062971916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1605","prompt_sha256":"9acef5e43928636f4eee7737715e5230d7128e98bafe07486d9503f8cfd8307e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0988798842457714},"components":{"alpha":1.0,"bonus":1.0988798842457714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0988798842457714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7372,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdb551b68171e705874edfee9076ee38c7744ce2b66fbc6fc66d911927ffdeb7","formula_version":"titan-u-contract-v1","latency_ms":27.402958999999782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.065546550912438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1208","prompt_sha256":"9d8a3d6e82af298b30e2fe2e6be0d6c346cd87a12a6b2c119d207578b12d4fa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0862254060794656},"components":{"alpha":1.0,"bonus":1.0862254060794656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0862254060794656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6745,"eligible_count":122,"excluded_count":18,"feature_sha256":"507eb48d89da9e751cfd558dddc10f7a2e2056ed1b4b1078c47a86fa875022f5","formula_version":"titan-u-contract-v1","latency_ms":30.533124999990946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0528920727461322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1815","prompt_sha256":"e3ef963d92bb5b2e2bd87addb3db601a130cfb6356492733848b24fdf5554639","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.10140189432037},"components":{"alpha":1.0,"bonus":1.10140189432037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.10140189432037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7484,"eligible_count":122,"excluded_count":18,"feature_sha256":"7432ed047f16bef1790cfe9fcb73cb20b2b99f82f474cdc4fe415de3e6966fc0","formula_version":"titan-u-contract-v1","latency_ms":26.14179100000058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0680685609870366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1718","prompt_sha256":"b8ce2e31c4343a31301cb2c650ca45fd7a9b8c7768782505a4aa254ee3ed9de5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745850361883884},"components":{"alpha":1.0,"bonus":1.0745850361883884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745850361883884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5997,"eligible_count":122,"excluded_count":18,"feature_sha256":"2162ebaa2e0ed78e5f6da133f8a1aa30e8be8499327c9603cfd548b91053462c","formula_version":"titan-u-contract-v1","latency_ms":32.17250000000149,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041251702855055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_846","prompt_sha256":"d4f87515f15cade1e55ae6a0c256500d6f091e79c7ad14812e686a2993cb2547","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08745472606909},"components":{"alpha":1.0,"bonus":1.08745472606909,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08745472606909,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6813,"eligible_count":122,"excluded_count":18,"feature_sha256":"803e6c6d6ab46113105709c122a5fe3ff1e023d1e67c1480325bf220b2ef8b62","formula_version":"titan-u-contract-v1","latency_ms":32.59191600000122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0541213927357567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1700","prompt_sha256":"95946e940c52230b7559f3929e836444c320151c6729380edd0dca95cffadb46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676772},"components":{"alpha":1.0,"bonus":1.0651123803676772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"43515c10581df2bcc5e6b69cd8a1114dac82eb081564128cbeecc7e8bf5780b7","formula_version":"titan-u-contract-v1","latency_ms":31.30779100000325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317790470343438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1617","prompt_sha256":"e496caaa350685de03008b78651444c5e2cc741855542d4614a4c50175478172","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749607878022807},"components":{"alpha":1.0,"bonus":1.0749607878022807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749607878022807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6024,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a7253dad06bbc8932029b9066a49fab7a198d4fbcdc4777edfe0eefe4c6a297","formula_version":"titan-u-contract-v1","latency_ms":28.926959000003194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416274544689472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_901","prompt_sha256":"0a7ccc63ce83be931cbd3ba71b30fb72e03c8078cf12f8fde13ed22fc2c8b5e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.103838759879585},"components":{"alpha":1.0,"bonus":1.103838759879585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.103838759879585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7588,"eligible_count":122,"excluded_count":18,"feature_sha256":"e88bc3a2b634dc4d879871152d912d85651fce9f6c1c99cef765dfd65440ef68","formula_version":"titan-u-contract-v1","latency_ms":31.34416700000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0705054265462515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1425","prompt_sha256":"d7ded4ff3937938beee9965226932eb91b1ba10c14c644a079b442fe3afdd23f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0896559233308467},"components":{"alpha":1.0,"bonus":1.0896559233308467,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0896559233308467,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6935,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb04141e915c9606ea970a45d8f4ec1ac644b90e2c5686ddba21b5da280348d2","formula_version":"titan-u-contract-v1","latency_ms":25.186666000010405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0563225899975133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1486","prompt_sha256":"4c3e63de97e9792e83f564aa92ac853f3fd3ba4d3c2e01698b7653089bd67bf6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0931914323724372},"components":{"alpha":1.0,"bonus":1.0931914323724372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0931914323724372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7105,"eligible_count":122,"excluded_count":18,"feature_sha256":"79bd6151e1472c72a9544638493b04060968170f9b94c85109ace2db401c22eb","formula_version":"titan-u-contract-v1","latency_ms":25.9277920000045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0598580990391038,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_936","prompt_sha256":"7dfa86ec90eb7785f15c8b3d451b4c677c37e8c8721fb295e1fbf9f99f5a920a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0798103457610044},"components":{"alpha":1.0,"bonus":1.0798103457610044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0798103457610044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6366,"eligible_count":122,"excluded_count":18,"feature_sha256":"27ca29544c8af2175c89fdaa6c9842d16d6f9d8d0694429a9d4a20f857f31cd4","formula_version":"titan-u-contract-v1","latency_ms":30.891207999999892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046477012427671,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1087","prompt_sha256":"b16ff278aa9060c7922ea0ae69d15f54b107d231035111d2894944264d4800d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732504695142229},"components":{"alpha":1.0,"bonus":1.0732504695142229,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732504695142229,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5890,"eligible_count":122,"excluded_count":18,"feature_sha256":"b61858e5c91f659e8c3e369658aa087717dad94165d405b11ea32ec9e468cfc1","formula_version":"titan-u-contract-v1","latency_ms":27.589375000005134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399171361808894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1120","prompt_sha256":"e0c56baaf17dc3cc14be1bf5eccf3660f09ba33bdaaeb3d8e762f538c9ec19b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774121773954473},"components":{"alpha":1.0,"bonus":1.0774121773954473,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774121773954473,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6203,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c404c42ae39e89df21aa16eebfd08986be0b85714f0c9b9adeb0e6137eb35f3","formula_version":"titan-u-contract-v1","latency_ms":27.40987499998937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0440788440621138,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1305","prompt_sha256":"cb3966afc5013c6c19c6cf414dc29f4f867f3f52a1b9307b255fda650d08e298","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078166789045183},"components":{"alpha":1.0,"bonus":1.078166789045183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078166789045183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6255,"eligible_count":122,"excluded_count":18,"feature_sha256":"93cc788ff2d754659ca6431bb8798114482393b09dad2ea83ce2bc8821d8b9b3","formula_version":"titan-u-contract-v1","latency_ms":28.70379099999809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448334557118495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1244","prompt_sha256":"9b6b29ca97e23abe048bc72d27553ce307275ea5fb3f810799de6b3069f38517","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064844211757053},"components":{"alpha":1.0,"bonus":1.064844211757053,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064844211757053,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4898,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d1d873d321aa145c85d57ed5f7b34fc31214d6a6ab98c9f3a413e0f8866d036","formula_version":"titan-u-contract-v1","latency_ms":24.86762499999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315108784237195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1703","prompt_sha256":"d71accfedd5c64b0a354adb69ca003e65c94459284c37249b4a31c192e335a1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0809098055862474},"components":{"alpha":1.0,"bonus":1.0809098055862474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0809098055862474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6440,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a2374dfecb03cc00d634b37b52a104a62162c9aaa3edd38d7719359139b207f","formula_version":"titan-u-contract-v1","latency_ms":28.42837500000428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047576472252914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1260","prompt_sha256":"11d7c0478616194c64226bea1f5d72d95ea2770f092fbe9b6ac4300ad78176f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675900174282729},"components":{"alpha":1.0,"bonus":1.0675900174282729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675900174282729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5320,"eligible_count":122,"excluded_count":18,"feature_sha256":"5411f546ceabb7aba9eb6d935c2c36503c161f2ce0b5f403547627c46f8f9370","formula_version":"titan-u-contract-v1","latency_ms":27.19391600000165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342566840949394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_829","prompt_sha256":"0241b872664e4d28e1eb4eec603e1829f5feb89e2d2e7d5da3f7e884e7d28617","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0845179264597242},"components":{"alpha":1.0,"bonus":1.0845179264597242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0845179264597242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6646,"eligible_count":122,"excluded_count":18,"feature_sha256":"8513e9d343f576ea0dab3b32710bdbdc7bc35e539b3a787b502c9b54fd0d632f","formula_version":"titan-u-contract-v1","latency_ms":35.41849999999158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0511845931263908,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_907","prompt_sha256":"4bf3a5885833cb3a696a02e276b0a1eaa219915733392aa89e906c23aaea3aa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687598537557441},"components":{"alpha":1.0,"bonus":1.0687598537557441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687598537557441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5462,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ae5a612242795b636877ad8cfe08b3e9152f3d4216a1b6bed52c40bc162ecc7","formula_version":"titan-u-contract-v1","latency_ms":32.158750000007785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354265204224107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1104","prompt_sha256":"3b1b44f5ccc8b56792e52ed22f380cf5448fa37a2a461037817cb5b4955920d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728435092372512},"components":{"alpha":1.0,"bonus":1.0728435092372512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728435092372512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5854,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbbd77da5f3b8b65c1bd0815dcee7464e844aa33c485098f76ff29c6c404ddae","formula_version":"titan-u-contract-v1","latency_ms":44.21145800000659,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0395101759039178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1766","prompt_sha256":"45a96412a5e2246dc206b55b437c98a6d2e99b00a4bf4b3ff11a376c2006fc16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655873123834103},"components":{"alpha":1.0,"bonus":1.0655873123834103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655873123834103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5034,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fe66b7d4f1c66b2d3caecc6858105112bc64be98437a64f4615de26d83f20a6","formula_version":"titan-u-contract-v1","latency_ms":38.69625000000099,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322539790500769,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1272","prompt_sha256":"e7683acc53a813884e5497bf6ec7ded3b7d9a8cf40bf226ecd627d1a2f16c300","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0773549206273667},"components":{"alpha":1.0,"bonus":1.0773549206273667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0773549206273667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6198,"eligible_count":122,"excluded_count":18,"feature_sha256":"9293c16081d34c82b0136197e2c875c931f26d935c250ea7956b5a46795e34d2","formula_version":"titan-u-contract-v1","latency_ms":38.42050000000086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0440215872940333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1442","prompt_sha256":"911f109f85da006491d7165886262229d3c1e446e085290686d4895b7a4699c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078506638974698},"components":{"alpha":1.0,"bonus":1.078506638974698,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078506638974698,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6279,"eligible_count":122,"excluded_count":18,"feature_sha256":"a287adbd25a505d03825534b122b06a86ec113e83051ea449817fd68dc92d8b4","formula_version":"titan-u-contract-v1","latency_ms":29.754416000002948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0451733056413646,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1412","prompt_sha256":"21e8b2a56d6aa1c0195192e790ef1f86596d8b89e35d6673759285d502ff4d54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802801},"components":{"alpha":1.0,"bonus":1.0642244975802801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"52b567e08d7c5ba7b56f4ec166dcbd56904cc485f3d40f35b51f43c2fb6cc641","formula_version":"titan-u-contract-v1","latency_ms":26.02816600000324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308911642469467,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_810","prompt_sha256":"67fb686f2ec52a14955f3bd1c94b1a5c0f7a61c459251c356d4e9ce53f9d9ab1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0833470451856597},"components":{"alpha":1.0,"bonus":1.0833470451856597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0833470451856597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6584,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a39c4457b760607d49f3ba8ec522de254cce21bf0a3130a2a90c99895bafeb8","formula_version":"titan-u-contract-v1","latency_ms":26.91908300000989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0500137118523263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1015","prompt_sha256":"7eac955e282a8bebb278f076fd3d305c2ab695f1c5954cf361e40420b64f4aaa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075316000066957},"components":{"alpha":1.0,"bonus":1.075316000066957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075316000066957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6055,"eligible_count":122,"excluded_count":18,"feature_sha256":"17711cec2a9694b3c41c918cd9c44fec0d6ced342b59eb4788a0554a290299a6","formula_version":"titan-u-contract-v1","latency_ms":28.7259169999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419826667336236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1456","prompt_sha256":"2c4372e5b3ac7362e13f40f02deefe40d08f7aacdcec082a47c5d1259eafc997","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1125325276143614},"components":{"alpha":1.0,"bonus":1.1125325276143614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1125325276143614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7937,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f3f1d879cc089a2e9642c4a28cc8bf960243341f5cf0fab32573e5eb128fa5e","formula_version":"titan-u-contract-v1","latency_ms":31.125916999997116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.079199194281028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1257","prompt_sha256":"6d4beaeb1a7e57ce3fd8fc0d6aae6b0c25e607f29e0e9bdd0f8c76b291d64415","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0805132027189672},"components":{"alpha":1.0,"bonus":1.0805132027189672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0805132027189672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6410,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea88d3f8437b57023bdbd34a2cf3dc6b677b6f3a780f4371d6e3e543f3b0d3ab","formula_version":"titan-u-contract-v1","latency_ms":33.86812499999792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0471798693856338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1767","prompt_sha256":"3fad54cb1f155e775b9b384cfd0302f788cb6d5fa2f24a97266a5c10012efdd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682221832617502},"components":{"alpha":1.0,"bonus":1.0682221832617502,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682221832617502,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5396,"eligible_count":122,"excluded_count":18,"feature_sha256":"49bab0580605d27524dd92c46145fad512b5c06ca8a01322787ec0041b7e318d","formula_version":"titan-u-contract-v1","latency_ms":26.994166999998015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348888499284168,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1537","prompt_sha256":"ee483e28b88698e933bda83a7459c423c657dc04170f34bf24c1ef735725a3e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.091948960002252},"components":{"alpha":1.0,"bonus":1.091948960002252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.091948960002252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7055,"eligible_count":122,"excluded_count":18,"feature_sha256":"68eeb92a0419f45c778925cec5550c5e2f73ec59076abbc3a3a46be2bcc79b63","formula_version":"titan-u-contract-v1","latency_ms":28.552415999996583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0586156266689186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_795","prompt_sha256":"174c65668da2dc9bc6f0d28e8b5ad4c9d7c213634823d24ed4fe80afd6d6e17a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077098663656213},"components":{"alpha":1.0,"bonus":1.077098663656213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077098663656213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6183,"eligible_count":122,"excluded_count":18,"feature_sha256":"d205bf4513c81664fd4746baf981aa725e0af2d98a4c3972ed57c657fcc9a916","formula_version":"titan-u-contract-v1","latency_ms":29.059708999994882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437653303228795,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1028","prompt_sha256":"9399363819ed39344d2b8699abcc69984f02bc8cda7c2e7dc280b1d2234bb675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759330979433617},"components":{"alpha":1.0,"bonus":1.0759330979433617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759330979433617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6097,"eligible_count":122,"excluded_count":18,"feature_sha256":"d736c57566a1d200b9c215e24e357b65685e072190b47eeb92613f92dada901c","formula_version":"titan-u-contract-v1","latency_ms":28.285457999999153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425997646100282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_982","prompt_sha256":"590be7f4aaf19dab094b84456a05ab61530508d0289b20ccb7ad84bcfd20d528","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669698661689093},"components":{"alpha":1.0,"bonus":1.0669698661689093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669698661689093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5240,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fcb7d4d78434c2e14b5861f7429fc35c9ad481d288d9ae64ebe66cba192eeb0","formula_version":"titan-u-contract-v1","latency_ms":23.65904199999136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336365328355759,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1271","prompt_sha256":"83677cbbca654f8c78eb1a86a5c7f5881d6336b101ed927df1bb5ead5396059a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0821422943922392},"components":{"alpha":1.0,"bonus":1.0821422943922392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0821422943922392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6512,"eligible_count":122,"excluded_count":18,"feature_sha256":"d10f55c8f7ee511faa7dd15ab731e7f1254dbc1657c64555d051114115728fa8","formula_version":"titan-u-contract-v1","latency_ms":30.665417000008688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0488089610589058,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_972","prompt_sha256":"fe29f6df3e4528a9bff9e2ce93c4a5a5b7433432683b8cd4c1a775f55e7caa39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.098013209306928},"components":{"alpha":1.0,"bonus":1.098013209306928,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.098013209306928,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7332,"eligible_count":122,"excluded_count":18,"feature_sha256":"107087d9ee4b645108d4c7b7677c49ecfbf92bc2ff41b00bcd480bca76db27c5","formula_version":"titan-u-contract-v1","latency_ms":27.137999999993667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0646798759735945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1139","prompt_sha256":"1d4c9e7027e61b489a73d9fa1adbf88e79dc07a5a4b6cf60f973cb0fe49cd45b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071506314143785},"components":{"alpha":1.0,"bonus":1.071506314143785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071506314143785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5737,"eligible_count":122,"excluded_count":18,"feature_sha256":"63e7e1e49b04d08f67b87d37ba9794d1f0a30992c21108d501374dca62b80d91","formula_version":"titan-u-contract-v1","latency_ms":27.413624999994113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381729808104516,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1512","prompt_sha256":"d0fe57b67531b4222b6751cfd6b692a0d7b6e18643b6aa1994108a9c06acdfed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0834660960316205},"components":{"alpha":1.0,"bonus":1.0834660960316205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0834660960316205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6590,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5e5fd2484bf6bf7a9ba7de05668ab79c1ac3c258d56d86d685e146ee67b7922","formula_version":"titan-u-contract-v1","latency_ms":27.548249999995278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.050132762698287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1170","prompt_sha256":"b0b22b9d016833bbefec39764d39c30bdc61cef00ed31209ba09ddf7bed3eb41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709328913673821},"components":{"alpha":1.0,"bonus":1.0709328913673821,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709328913673821,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5682,"eligible_count":122,"excluded_count":18,"feature_sha256":"f333295cbe214f8f3c33d7df8b16b90b9d750b55d59e19f412c6e5bdca3e31a3","formula_version":"titan-u-contract-v1","latency_ms":29.82370800000922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375995580340487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1620","prompt_sha256":"0b34c95cef33844c32640bbc5dbb767f177f6c81dfda7d1f9b3a53d71431550c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670147645709969},"components":{"alpha":1.0,"bonus":1.0670147645709969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670147645709969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5253,"eligible_count":122,"excluded_count":18,"feature_sha256":"de9d4b5b30eef3f51f14ea960c0c3b33497484808eb5c0a0f552665d81713fc9","formula_version":"titan-u-contract-v1","latency_ms":31.797792000006098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336814312376634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1002","prompt_sha256":"50126bc51a6d1ced6a39325a37303e801d3c1041fba18f7027a6ed0f4ca86ff0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"36f48420fb980fee37a381c88d13b2b5bdabf20d214149127796a5cd064124df","formula_version":"titan-u-contract-v1","latency_ms":22.522292000004995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1033","prompt_sha256":"5c8402f5941e3cae252618072d64628999158793bc52c85853d39f749866956f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693434061668403},"components":{"alpha":1.0,"bonus":1.0693434061668403,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693434061668403,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5520,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfbdadb5cec2f848179fea43010db2ecfc5a636554ef75a0a4e980e3b838ae11","formula_version":"titan-u-contract-v1","latency_ms":26.652042000009146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360100728335069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_814","prompt_sha256":"afd19cdcc62b22d255983ec98c311a81b3608bbd36f9b2ec668256f6e2a47ed8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807983160608643},"components":{"alpha":1.0,"bonus":1.0807983160608643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807983160608643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6433,"eligible_count":122,"excluded_count":18,"feature_sha256":"1367fa01a2cbf12da86eeec058e2ed5fe74543b2c33f8218db84cfeea5d3445a","formula_version":"titan-u-contract-v1","latency_ms":26.858250000003636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474649827275309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_847","prompt_sha256":"30dd8cf056a07f631238207ef727c9fa055b12e52691ed709bf3a14d980d7d95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.095708963553963},"components":{"alpha":1.0,"bonus":1.095708963553963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.095708963553963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7230,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e9f1dd8c1555a5048b78e691141763e62803eac2c3a78fe2e7dc1a3edda4925","formula_version":"titan-u-contract-v1","latency_ms":27.76170900000352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0623756302206295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_828","prompt_sha256":"42e4d5d06851e9306faf484c4e9b4ffb16d515dcc1387e8895636391b631c094","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770703319653734},"components":{"alpha":1.0,"bonus":1.0770703319653734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770703319653734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6178,"eligible_count":122,"excluded_count":18,"feature_sha256":"214c2a09876ceb6c17259530654f006e28626bbbac30232c84508e4d114e2dc3","formula_version":"titan-u-contract-v1","latency_ms":26.770708999990234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04373699863204,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_law_1494","prompt_sha256":"abce44d1bf9b7d27db8f891cc7a7b36d1c3d720a7dc58462d8579f77701a5948","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2894c46f0ba4fd4fb7c2d246d50168680c006034e43d782989004c3e9f5febc","formula_version":"titan-u-contract-v1","latency_ms":22.48220799999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1399","prompt_sha256":"b612e7fe9178d99f349083cc449babf419650e7eb4acd4cb420a669f69a035f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"86492e3ed1c1be658e56082bb823788be69f2233184878013a692e2d2e930324","formula_version":"titan-u-contract-v1","latency_ms":25.71745800000258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_482","prompt_sha256":"607a9bd0a550e7632990ab760239dc4c6b391277e7b6d966b83893923cb43d85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"93bae6f766d13411ff9f3684e4c7a4ac94ada1a611f465c4740e24c9448f76dd","formula_version":"titan-u-contract-v1","latency_ms":25.47754100000077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1496","prompt_sha256":"b786eb2d5a6826584ec489f623aa6989c1abdb574380ceb9418b788510074435","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"934b350c0c0bb0a78c7850e3a1e498bfc2984d2b96641e109b6a87e371862b79","formula_version":"titan-u-contract-v1","latency_ms":21.75945800000534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1844","prompt_sha256":"97db9752de72622faca1237844c43f2d6708df138ea8cc89ff836e5c5d0e825f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a7c5a067f5dbf92b1b401d612ae0e95e98777ac2b09c3b48749f137ab391240","formula_version":"titan-u-contract-v1","latency_ms":25.677791999996202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1472","prompt_sha256":"6b4167d2a02baf4e5793006e37f57030d85efafd933ef352a163275ce3c01f29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891723},"components":{"alpha":1.0,"bonus":1.0637317712891723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"e73628824dfb5ac22162d4d1b56d647f7ed745c7c3f28f0e8ffa29905f6d5023","formula_version":"titan-u-contract-v1","latency_ms":22.267708000001107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_465","prompt_sha256":"3ac1d8c9038ac719f4c17b7917e35d6d0ad5107abc511de26d3c19aa94867ac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063624496856151},"components":{"alpha":1.0,"bonus":1.063624496856151,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063624496856151,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dcdc35544d2fcc4af4cd6451775fb8d0ea42382bcb4b7aeee9baba0ba96b278","formula_version":"titan-u-contract-v1","latency_ms":24.638625000008574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302911635228176,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1743","prompt_sha256":"7f79c2b26be90c0e71a4ffd7360654819b39330906bacca64f5340c5c9b62ee6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"511771c1afbfac3e1006e8857526c512fb768a204da1e280be967b995c95f434","formula_version":"titan-u-contract-v1","latency_ms":22.558541999998738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_896","prompt_sha256":"fad85f5f772f5e913133f4568c5d584e817e44bc59b7c11f6778cdaeb3a87153","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"e477c9fc6f3f17a387bae60d0bf240e60d225caa1311e33f6f5f71322137fe31","formula_version":"titan-u-contract-v1","latency_ms":23.94125000000713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_641","prompt_sha256":"d077c473f9981c002ab5d4db3b5fc34e2ca403d98a61f33d7508c20e2a9acb3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c60b4d8a2d335172f91c9b28bf761fbcb71019caa9f9d20354f596d18e76c80","formula_version":"titan-u-contract-v1","latency_ms":30.07887500000095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_224","prompt_sha256":"9c41dff4ec4bb053597285a5ac091fc1534f12f3e2b35a0bac075257e8d3154b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"554b3cd363932fe7019a6f66c5e99ab607d2ea2c323f702a9fb4b8ee83a0396c","formula_version":"titan-u-contract-v1","latency_ms":23.215333999999643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1370","prompt_sha256":"84dbb3b636ca0d5c38af0f02bf298dd2878be8b3a852bde54d26d8293104faa4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209159340690986},"components":{"alpha":1.0,"bonus":1.1209159340690986,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209159340690986,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd6f228c8238727d58287d5e512daf7ee0625a36f871d3f0f0e8b619c940160b","formula_version":"titan-u-contract-v1","latency_ms":25.953667000010228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0875826007357652,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_280","prompt_sha256":"704396a508ee7e260909d60bde2cc64ca630f0f5076ac992338764d04a5bd1db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"40930be34bea13d1f70c3c2481ce2e0232d960416a108afecf9ec9ca4e3202ce","formula_version":"titan-u-contract-v1","latency_ms":25.191292000002363,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_165","prompt_sha256":"7da48e80910a2e7d8a6ec71251c8c7cbb01cff7d48cb471c467a37986f11ca46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"7643480300faf2efe8f8943bbdf051721a172c5092960c8d71eabf99a3d0f4a1","formula_version":"titan-u-contract-v1","latency_ms":27.908917000004863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1282","prompt_sha256":"3925d4615c4ae20bbc151307e61a6b68e4ed2e2d9f60eac2e1bbd10ba4cbbd62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635962579851435},"components":{"alpha":1.0,"bonus":1.0635962579851435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635962579851435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4560,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a394cab8242c2dc7b9327ca3b2f251d2112f0e3d1443a59071fc3b149db4f5e","formula_version":"titan-u-contract-v1","latency_ms":26.33062499999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03026292465181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1619","prompt_sha256":"4ff87ea29bf05938eab46c26aee68dcf9365155dc4a89d92affb6e9d38eae58f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635962579851435},"components":{"alpha":1.0,"bonus":1.0635962579851435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635962579851435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4558,"eligible_count":122,"excluded_count":18,"feature_sha256":"b52a46a1135984928a7aae043cbc289957a3b424b95cb921dfe1c329cf9fd9b3","formula_version":"titan-u-contract-v1","latency_ms":26.714749999996457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03026292465181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_741","prompt_sha256":"6d6af294bb5000a2b6fb5d8b3ba4d44b37ec4b10588da97431656750a5cd1f96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfdfc4df02e1237f5d8c3eee3b1f3f55f5b8dd753910d0e8b54c4e5d1800010d","formula_version":"titan-u-contract-v1","latency_ms":26.140374999997107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_754","prompt_sha256":"e19224af147fc85cd7c7b3f9bfa7130ec240200861c4ce026588784eb4db6fd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbb7fd0ed982766dda05e1fe6332c71316c153fa72f339aaab4f44a74b0e433e","formula_version":"titan-u-contract-v1","latency_ms":25.427250000007007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_724","prompt_sha256":"61f4d1608979dab8ad84b7d9db56f6c814ccd03736cacf3ff4736fa37680aebd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197897},"components":{"alpha":1.0,"bonus":1.0636115509197897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"8712cb1007009d1856aa0d132100e1a7d07d5997712eb8de0816367779dfd1b8","formula_version":"titan-u-contract-v1","latency_ms":22.89704199999676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302782175864562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_196","prompt_sha256":"9da569492406c6a03e9bdedca2fd3118e1e8eb8a704460909d073f792074b103","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898742},"components":{"alpha":1.0,"bonus":1.0637060250898742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"03b0eb9db593cab457b6e71114ca2dc3351e7f80d8c4145da84575187e210bcf","formula_version":"titan-u-contract-v1","latency_ms":23.4903749999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_415","prompt_sha256":"12d48237ed714b6b233da1dcc3018446788c1be88ecd7f04e4588f8a60657f8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798375},"components":{"alpha":1.0,"bonus":1.0636482618798375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"429c726ca93683004c75308a3d5bb4566964087386349acb3e2b9e4fc4ddb25d","formula_version":"titan-u-contract-v1","latency_ms":25.932749999995508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030314928546504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_693","prompt_sha256":"c498d0afe01b9430179c15e5b05aa56eb5ec6116d27d372509d7de7f5de24cf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508515},"components":{"alpha":1.0,"bonus":1.0640183599508515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f5e9853fc0ca64beb8e40fa12ac511842597f09bdc4adc260e50b6c805b2b14","formula_version":"titan-u-contract-v1","latency_ms":23.200916999996934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030685026617518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_57","prompt_sha256":"37c8b65da3c645e0266563524da24c0bb2710207e256755a1c7a8fb5cfda270c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635862094818642},"components":{"alpha":1.0,"bonus":1.0635862094818642,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635862094818642,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4554,"eligible_count":122,"excluded_count":18,"feature_sha256":"f431761dd10d2373cac51171a3810565c88838931ae77eb21e5494af6998564a","formula_version":"titan-u-contract-v1","latency_ms":26.604832999993278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302528761485308,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_312","prompt_sha256":"6802a82a3d9c3899fb499f535d5ffa4f7d7f4d308fb4a4da9a73b7b6afe8f99a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"39e83ad956261a18db9f260110a0cb2c45fa53dca78ad72f0d837d172af61be4","formula_version":"titan-u-contract-v1","latency_ms":26.01816699998949,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_339","prompt_sha256":"748d86a6b53a61738aa0e93dcb64e65ea19b1f65f2a65c93596b76d97d136675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"94ea1a20cd730e164842a40ed23248cf52bc3027914b7699064e0d40ff286b4b","formula_version":"titan-u-contract-v1","latency_ms":26.60241699999233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_401","prompt_sha256":"6373b1a740b2b2655103adfefc0720094a597249085cb04ff00c2915461785f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197894},"components":{"alpha":1.0,"bonus":1.0636115509197894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"abd723ae0bbc4a1f1c692962e2680bf14d3e56846a5cd2caa14177f2a3fa3fdc","formula_version":"titan-u-contract-v1","latency_ms":27.511125000003744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030278217586456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_453","prompt_sha256":"221d0f3b3393818fef3299e3d8aa1a8cba8c1bb81ab79ecdb39625d83595d9be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7e49c09dc141bc6221d3cfeeca92c26dcf5e7ae4a2001bb35ca38d5e03f2633","formula_version":"titan-u-contract-v1","latency_ms":26.26649999999131,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_806","prompt_sha256":"74b7bb1b0fadf33ce601b43dba30e472c6adc3372f17b664d0062b7e46037563","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"75b54865f96cc3586f07a686c77b02c98e342c290fb8e39609aa73b22672024d","formula_version":"titan-u-contract-v1","latency_ms":26.657874999997944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_902","prompt_sha256":"f45ad0d561802d331d95b6bc013106ab11fac4971a2f1ca65f817e19eedfe910","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635837157048333},"components":{"alpha":1.0,"bonus":1.0635837157048333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635837157048333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4553,"eligible_count":122,"excluded_count":18,"feature_sha256":"299f833e03fd3d7316c1546e0f6eeefc64dbac1268930aada062247ec4fdbad9","formula_version":"titan-u-contract-v1","latency_ms":28.629124999994815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302503823715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_907","prompt_sha256":"5aa4f10240732b40575ceda9020895fc2b5e611ee3cebfbf1f625bfa6cd65a78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967365},"components":{"alpha":1.0,"bonus":1.0636753645967365,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967365,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e3ea981cbcaf10302247df7af17df17a29a6e504e516cc19eeab8574ac97e19","formula_version":"titan-u-contract-v1","latency_ms":33.58795899998768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030342031263403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1033","prompt_sha256":"197439d7cab291605429ffb00793b75506f5d78b36a4a9f1567e9c765a2c84aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063664435454152},"components":{"alpha":1.0,"bonus":1.063664435454152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063664435454152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"74b88f6113712d3788c9240ea71483072316bb3dc88590c7215bff70e9bfa9d2","formula_version":"titan-u-contract-v1","latency_ms":29.884749999993687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1130","prompt_sha256":"56176011355b51bf84d81ab23afdeb24c867f72e09b32c8e901e16103fe747cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"c413b660e9a23a768ebf670fd7c1af13eca203b6b05113ea217fce1fdd5af082","formula_version":"titan-u-contract-v1","latency_ms":29.102625000007265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1273","prompt_sha256":"c9e7ac42263ce879fd7b88c38ddbf878a2c1a49ff7d05bae4ee83dc6ab1cb2d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"fae73b231fc963c87440f6b41e7307b1ea78218d7c982f8917bbe669a0c8ad3b","formula_version":"titan-u-contract-v1","latency_ms":25.11687499999482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1279","prompt_sha256":"5d4f1c5e9611026f8aeb7d772b1c053ae1558186d15b326e60afe47e7fb7558b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187366},"components":{"alpha":1.0,"bonus":1.0636536237187366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6410a13e6ef887e11cf76df0f54adc5df70f0aca64bfd918de86d1d452675e4","formula_version":"titan-u-contract-v1","latency_ms":33.58370799999477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1460","prompt_sha256":"aad79f30e28d229200228b779b51cf7ebded5c1453fd86b2d69e7262ed1a06fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"70bb29c99313e478deced376137a9b19a243392ca931d7dbf6780ab92e3a265c","formula_version":"titan-u-contract-v1","latency_ms":28.460332999998172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1515","prompt_sha256":"8c877035d888612a3a6e4f8ab35f02278f7bce54021121dcf9e99221ba3748fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"075e5045751e2cf8e312755bd98b2c3af241239816901fe57fa7ae02eb4748ac","formula_version":"titan-u-contract-v1","latency_ms":28.222416000005524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1725","prompt_sha256":"d4d61b17dabc51434204b3d46e647e3d1c265425ca33ae49163464512915d01d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"757c810ce50a4ae43c088f259be5b85d67120d4f1dff7c1fc8632b7cfd334e1d","formula_version":"titan-u-contract-v1","latency_ms":30.590458000006038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_965","prompt_sha256":"f0f31f035f914dfca428f4858bf26faebb42c8818ee8d2cf8a4c7be02c7dbdeb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef24dae676e24b56abf0d154a22b1ed1afeab35a83a3a4cef7b286beb736f5e9","formula_version":"titan-u-contract-v1","latency_ms":30.02620899999897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_982","prompt_sha256":"bfce449a090e78251179ded23cf90e7fb4b3f83018e7317b8399fc5a7a7795ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d49c6ac78013675dabbb03bb5c156e2df4eee1db6aadc56aba3785153bda130","formula_version":"titan-u-contract-v1","latency_ms":26.04529199999206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1036","prompt_sha256":"32856cc57b7b48ea8e1da4fe3486f67dd19169864eea986463e85eb99e285a3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fa87a6c8d8af2c8bd1d42abbc290398ca1087612133338e408a91b3f4c1f557","formula_version":"titan-u-contract-v1","latency_ms":25.530166999999437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1220","prompt_sha256":"d13436111dc1601d7dd51918bf3303a09697c8839611964ea5d1f00ffbaddc54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"f020bc3e4be01c899c8bcc7ca2cc6ff2459d0f9316f504c9df899b90cf005509","formula_version":"titan-u-contract-v1","latency_ms":24.021124999990207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1248","prompt_sha256":"5049f71e233e18db6876b3dbe85066a80a3641302603abd9871449d2667a0d42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"7dcf8516bd1ea48f4ac6f990c444625ca14818a894532598a7d21e7a2bc74204","formula_version":"titan-u-contract-v1","latency_ms":25.148084000008453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1358","prompt_sha256":"7405659ecf722cf84fa11d5741e7b44e60a1b20eb49fe764484f133d064f1dfc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd31e8208e2f5cde6dde731e7e414442be6034bc4d0ba7d9549bd27210525b44","formula_version":"titan-u-contract-v1","latency_ms":30.845334000005664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1386","prompt_sha256":"533f4b22d8791399c0ff61caa4bea68b1fb96b3b37a9131d5debeb711be9444a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999528},"components":{"alpha":1.0,"bonus":1.0636836384999528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"63b6f5a91db0c1b7679cabb5499ffc0c3cf63c1b6ab149fea26dd9afb174c902","formula_version":"titan-u-contract-v1","latency_ms":31.28670799999611,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1396","prompt_sha256":"91bae1685c0217493b3bed306e9f33c189ae86250e7c5e47779df3f9d0789698","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"995883363b92ee239591eced25502a343272d9f819882826c400035a25141054","formula_version":"titan-u-contract-v1","latency_ms":31.93308299999842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1478","prompt_sha256":"22f0e45815cfa0b43b1817231946a706fb5f7b8ed8f5acf7050bbf39701e02f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"25cc535d4c23152b74bf709d33bb3151c8ea01223d7b86e6ddb9e32a354a362d","formula_version":"titan-u-contract-v1","latency_ms":28.384291999998368,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1584","prompt_sha256":"7ca7599d730241b273a23a2b8f2b0c2ee6570ea30f3182013ea8af88b87e9066","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e5c6cc8d57e7ab51c06475444f4633839d84e9499a0e9fa6652ad1c5ab8bc75","formula_version":"titan-u-contract-v1","latency_ms":39.73170799999082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1628","prompt_sha256":"c20bf100dd948f95b79a9d2479e6b6cae0f3c626a0bd07d58039a17fb1ce1a6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651017006898917},"components":{"alpha":1.0,"bonus":1.0651017006898917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651017006898917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4943,"eligible_count":122,"excluded_count":18,"feature_sha256":"13b552b59cd44f2bae290021a47bbadd0db6a02887d35f1736bbb6131e56bda2","formula_version":"titan-u-contract-v1","latency_ms":28.83883300000889,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1655","prompt_sha256":"f8cedced116246c3c369281ce814cee12207585628f7a2fca0f70ba607f0ea1b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"faa0db537644d56e04db707d244631be18804d6082ae5e2115d68172082d85e0","formula_version":"titan-u-contract-v1","latency_ms":24.356457999999748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1755","prompt_sha256":"27e81069ad57285ad7b5c6759e9b39729f4ea995c564188aacc3385fa7d32b65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"1eef3741b039486212ba29c40e7a0810b450e5cc0d53adba0a1447666cd25e72","formula_version":"titan-u-contract-v1","latency_ms":23.434584000000314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1852","prompt_sha256":"a3ccf1a3c5ba67d03ba3317f4b3862a62af77b8f06ad9d124630688a2a6c10ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4766,"eligible_count":122,"excluded_count":18,"feature_sha256":"7aabeda2a3c1bac0f0f4003e4dfa36d725faba3f61e9ac80e5a8f56663e48ab0","formula_version":"titan-u-contract-v1","latency_ms":23.986667000002626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Social Science_1891","prompt_sha256":"f29d019d01306c0635b8e1a8548ed53d3a97f3871f90a2f7fbfbeeaf7cab7208","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"da239a7152495d544ac9fa53d66099c0e2ba439549e8914ec94c1d491e64bffd","formula_version":"titan-u-contract-v1","latency_ms":25.819959000003223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_27023","prompt_sha256":"d4a6ac26698efb0ef42d37a60fae9a4626e49a5e8f333183dc85209197cf7255","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"83b3501cab087dc4ffb6fa278792349b716b4161263d31a6600d5ab9f1a07667","formula_version":"titan-u-contract-v1","latency_ms":24.58929099999807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_14652","prompt_sha256":"5a38bf68edbbbb5ae3291781c6fe07d6b8811a9ff78a1254bd4059010d0f79f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8630268e0ee0792f61e851ea2b9de003ef6e67c4d5a9cf695b47840b776c0be","formula_version":"titan-u-contract-v1","latency_ms":23.57295899999201,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_15399","prompt_sha256":"d77a11741bbc90b87ccb31355ec941a55ad9ec31e95fc965bafaa6ffedcc5117","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653817},"components":{"alpha":1.0,"bonus":1.0640433643653817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"91eb0333bc58d3fe12c92b6974025f53625e57d506fcf84b0c933a593408c54c","formula_version":"titan-u-contract-v1","latency_ms":24.238167000007138,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_25951","prompt_sha256":"8867da50b2c6f5515580ea31d7c35081a49dc6486fecb63671d46ceb395a2e2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584595},"components":{"alpha":1.0,"bonus":1.0641205325584595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"69b791b813b5bc3372ef1fe284d5938261516c766ce69cc2e03b18e4c2891eff","formula_version":"titan-u-contract-v1","latency_ms":24.808207999996057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030787199225126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_22262","prompt_sha256":"6fd13ec54dde158926b4762a45647feef725a35ff444c429b67b5fa30ded1d95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536326},"components":{"alpha":1.0,"bonus":1.0641242878536326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"2db24820d457b6bcbc824081d96c7c10648e7f9d408a002b721049432f279679","formula_version":"titan-u-contract-v1","latency_ms":27.17875000000447,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307909545202991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_4716","prompt_sha256":"c21f2c80638fb8339d1efc57e1ae50dd1a42c4dd3b97624bf9cf6a0b0f04666c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f9c56cb52c935fae4bcaa21fd4b057bf7fa5ecd0dcc6b4eb8d0c26ed2961b0a","formula_version":"titan-u-contract-v1","latency_ms":27.895916999995052,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_33370","prompt_sha256":"aba0ccb8c30310f3080cc16830cf242fc2c843662250254b56228b0f15464241","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064392582796638},"components":{"alpha":1.0,"bonus":1.064392582796638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064392582796638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"458854c68cc7def25f35fe689484e8e9f25ac117c79ea1eb8b90d587ad5e28a2","formula_version":"titan-u-contract-v1","latency_ms":25.45029200000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310592494633046,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_32670","prompt_sha256":"26c33903a46b790ab891c3886c379dece4f07be5a33d8e95c0adf3f932e08cb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"13a4553c1d081703904b65b69d72c8d53f865a7431045f1103e59f2d8e52d4d6","formula_version":"titan-u-contract-v1","latency_ms":26.903415999996128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_10198","prompt_sha256":"38a5c36d03bbfd1ffb489d693d2bfcd80ee9fa6c8e5a8f9a1926ab90f335c8ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"155396ba9272893322cc0335033804ce711e980aa9d130a569f648658b5f0e0a","formula_version":"titan-u-contract-v1","latency_ms":27.060875000003648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_7682","prompt_sha256":"90669acc89adf9102355c89801cc6e2a12231cad116e652fa1bd30cd6b637baf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230333},"components":{"alpha":1.0,"bonus":1.0639053206230333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f196e41ce07fc17869c93654f397c355f4c54ec70d99b777da11d46853d4606","formula_version":"titan-u-contract-v1","latency_ms":26.788209000002894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_7411","prompt_sha256":"cbe1cec9a8134c4cb0fd4023086b70981802a717f428ce08dea1e03aa12b307d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"e22bd998e95d3d0456ae5e394e4b1c8f65c54d8343fc900827cd7e0675f6cc69","formula_version":"titan-u-contract-v1","latency_ms":26.97812499999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_29169","prompt_sha256":"f385c20ebd3fca9c1a919b82f5772f5a8a104e87f699882d1a9103acb555f020","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889838},"components":{"alpha":1.0,"bonus":1.0640981546889838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"479180c036feafc6f9cf90ae7744f764518cebbb16f371ee2588564debfb874a","formula_version":"titan-u-contract-v1","latency_ms":26.52166699999725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_22929","prompt_sha256":"377f03102ed7a231263fd2fd87899172ab5f03354db50116a9ca61029c158f5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"93e10a65434a79702c20cad14c1315bc8eb580153e094c7b0090be34c41ff73c","formula_version":"titan-u-contract-v1","latency_ms":27.77062500000227,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_7241","prompt_sha256":"1163ff8c0782b7a5375e7322c415383bbb3ef704db7322acfa85875bf1acd8a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"149a3fa6f9bfc8430245ed687813e0d51b61992549e549208de6f9396186d341","formula_version":"titan-u-contract-v1","latency_ms":28.524875000002226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_15322","prompt_sha256":"6c2494be10b823496f147ad13de1b1332105230f6daa70c9f2d6f34bd0f14f5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653813},"components":{"alpha":1.0,"bonus":1.0640433643653813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4b7fd463352e4629d32a08136a7c667fffcfe21b6c2661a355945b8c0fb4ce6","formula_version":"titan-u-contract-v1","latency_ms":28.69195799999602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_32014","prompt_sha256":"4d14d6809eec83db90c5d56d45234cd85c2cf772f95b57e288b8507288dcd8c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456185},"components":{"alpha":1.0,"bonus":1.0639763309456185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"f871d550c985a1539a7dd6249d5ee66d5b51a1fd431c293b78eb48a116adee2d","formula_version":"titan-u-contract-v1","latency_ms":22.110040999990588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030642997612285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_10992","prompt_sha256":"372b81cfd91df84ce1c220302fabf8caef529d321cc79b8cd04e86506913f0a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649834},"components":{"alpha":1.0,"bonus":1.0642363789649834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"453d4659a5d9d1375b8265d04171189bfc4e8473ea0d6a8826a407fec49ccad7","formula_version":"titan-u-contract-v1","latency_ms":25.39600000000064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03090304563165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_27231","prompt_sha256":"95d35242980c9b97776efcd3a1902f763402d51217ee549b058b7d1abce20242","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f2c02d045ed95eab4e6fa1483105889ec2fff1fa83df30e4e203883ce33997c","formula_version":"titan-u-contract-v1","latency_ms":23.733290999999213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_15288","prompt_sha256":"f03ad67880b8fe67d3f5b87314790eed3c72ff91a1654bec64cf2894a9aa07b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"d20446d655c10b8c8b5d0fe8edc621957e46fc5427c9ed16de756f36e7303caa","formula_version":"titan-u-contract-v1","latency_ms":29.222082999993404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_13366","prompt_sha256":"de921ab8d2854597d510061c4a684327a5df686d1a530758b2978c8f59c2db9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"abb7a9b3cec095d1d7af2f3379e5508ef9b3e5f3d3436514394646573712626a","formula_version":"titan-u-contract-v1","latency_ms":23.823458999999048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_18823","prompt_sha256":"f60c2f81d64824d82e7e738686a3f13eef793429efa2985d5778da6d7bb04542","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"de08178a1ba342860135c709d4933c4e8e4190403548704c3894e327a0755c15","formula_version":"titan-u-contract-v1","latency_ms":30.211625000006848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_26973","prompt_sha256":"56d9cc7e476537e82a1a118511484a6142c01171e5306d4144e45e2d8260a88e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e32fa1d22067cad208c410cb9ebadcc377068e896582f2c01ad6f42a0692176","formula_version":"titan-u-contract-v1","latency_ms":24.8400419999939,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_1575","prompt_sha256":"ae8ec067f53cc97dc29ba0be5f9911d364ce4d7add3394c33b38ed02ef3e3634","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191655},"components":{"alpha":1.0,"bonus":1.0641469735191655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"5fc27ee91762039e7f0963e8561e0a7000f7ca9e3487eb6e34f11233093464fe","formula_version":"titan-u-contract-v1","latency_ms":27.5914580000034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030813640185832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_14695","prompt_sha256":"9e89ac81f53f58203485babe91271df005c302dd6dded8a15403dc392a06c855","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950498},"components":{"alpha":1.0,"bonus":1.0640944506950498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"e61c27e9122439ec806f63c00a2e1e085a3510077ea691e8ebc0d5844428a637","formula_version":"titan-u-contract-v1","latency_ms":29.094541999995727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_25568","prompt_sha256":"cd6d1222b2cbf54154a603c1328af22aca47c92c90d031405f768b62a12da1ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"952ce60c284437dfcc66dcad43279671ac957b74f7babb924642af30d6cd03b7","formula_version":"titan-u-contract-v1","latency_ms":24.39275000000407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_17673","prompt_sha256":"e2b6e673839e47ba7440d67960fe9d923bc2135f056e7b236459c8746713d436","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd27bde19024a51d9ab78861f789658da8c7f304c1f789ca5716b9d01d979d39","formula_version":"titan-u-contract-v1","latency_ms":25.28395899999225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_28828","prompt_sha256":"7cf58c6c5443bf60f51d5858de961f71b79f6abb4ff2abbff02eaff52c20e51b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d42b448c89e0c8ba88478ef38ab39557146fe2331ecbeb472522d6934c2a584","formula_version":"titan-u-contract-v1","latency_ms":29.043500000000222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_4822","prompt_sha256":"18ba687b16ea202a17e80d0d360d6ea391c2e7bb46b877bfc380e073e00ae222","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"d21bf2687d4b400e1d227babd43bf76fe00eb3cd41ea572c1fa80c56f3b315d7","formula_version":"titan-u-contract-v1","latency_ms":23.817124999993666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_6527","prompt_sha256":"7b02307b654f879ed35035c75a3aa91edd3598b681ca2beaf4ce19c9ecc31003","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"015b50bd3f2670c7355534e7eadfc14d0e683b7ac41ee7127514e9a3728cfa28","formula_version":"titan-u-contract-v1","latency_ms":24.83233299999199,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_1788","prompt_sha256":"73ba6c803bacd9d1d23783aa67fab19dea939f8ac8070941932a2de52ba7e0ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"b507d6acba98be99462a4442a9c38b70c0c64f9b6ac3bd68e56b8fc1e74b0e2e","formula_version":"titan-u-contract-v1","latency_ms":23.17341699999531,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_28639","prompt_sha256":"35a97684e31927aeecc6003af3913842af789f2146b73023ccfa6c7a350ef557","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e451a6a132673cf5aad38c4bb1418082d4e398c7e4e9cecd00ec488175d33b3","formula_version":"titan-u-contract-v1","latency_ms":23.83700000000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_28285","prompt_sha256":"72b0799c6722bcaa6cda4dfd1f45380906b54059fd9398bff3509b5ff8691f17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b578f642707df801b05d24cd6dcd2e33a41d1f6a266cec661d3f335e792c4c9","formula_version":"titan-u-contract-v1","latency_ms":23.827832999998577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_30913","prompt_sha256":"7b3f84355b87307215d204b44f6df85a35df89de035dcbc3762bcfd3469c51b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"7559498874c6ea5a979b347b216add4fb608e55640b381ae140286abc0fb2224","formula_version":"titan-u-contract-v1","latency_ms":26.30708299999185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_15726","prompt_sha256":"1564c7f3774ef6b04ec5374f99c23e922b663747374dc6cf02fc8c98eb12d3d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"83cd1b2f2dbf4bd809348d3d5f78017193d87e57afcda0b365f4a7fa5ebc36e3","formula_version":"titan-u-contract-v1","latency_ms":24.31441599999573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_1453","prompt_sha256":"4e2aa42a05ea247859b945734b3faedec9ad7bd6b7c2a9d6b0958b52d6901b20","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627434},"components":{"alpha":1.0,"bonus":1.0640760406627434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"021d771f5e52d7beea3180eedd33d4f30e3a43542b82d40ab8c3b2c83ade9b13","formula_version":"titan-u-contract-v1","latency_ms":26.08820799999023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03074270732941,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_1912","prompt_sha256":"3002c8d2fe1b30f6087666c950efd3686268891829b4d6d498ca263bbd22406b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06420484180091},"components":{"alpha":1.0,"bonus":1.06420484180091,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06420484180091,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"32eb4cd11b1599a46da143607f7771bf16e409349815757316ee73fa0da4a885","formula_version":"titan-u-contract-v1","latency_ms":27.092334000002438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_31357","prompt_sha256":"3023fc00c21b28eacd74d6bf8351b5c9cff3a73eb2929ffb1599f09a9eeb07b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"0da40d083f9501b3951360f61417378a08e0a0ce65c6e67f428a6064dd62af8f","formula_version":"titan-u-contract-v1","latency_ms":25.97041699999636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_8557","prompt_sha256":"9fe59242557c8681586a9e22d58d2c267f444911c8cf7b48698e92221829982a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"5aa370d5d4aba0cf3312688620089ff919437bdc8b13eb3ba2973ee34ffa165b","formula_version":"titan-u-contract-v1","latency_ms":28.793790999998237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_827","prompt_sha256":"907ba9868e47f77c4b726d504064839512274b99ea1beea7bd873e8daf9b1a93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890676},"components":{"alpha":1.0,"bonus":1.0639972134890676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"01628cee0353e53353dd61b3812093b6cc77b26d2122bb1d35c7f2db219d1cf9","formula_version":"titan-u-contract-v1","latency_ms":29.989749999998594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306638801557342,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_12792","prompt_sha256":"bb6fd55e42686bfa7d5bd63ce0f5f59dff35a0234dfd2bb59129dcbd246c4a56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"3798e88e59aff81ba014f259e6561c2918917460f0e37bdccf857550e0db11bb","formula_version":"titan-u-contract-v1","latency_ms":36.674167000001034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_11868","prompt_sha256":"2c75f6185e8ea25095df80e54a810a624d6fb542cd5713d72b8d84ce43bab468","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"aed89d5dfc6d1b443a03ceb59104e7c97770a874ed6da74dc2a72127459f4a56","formula_version":"titan-u-contract-v1","latency_ms":32.641874999995935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_5673","prompt_sha256":"5547c0a6ee8faf694c4ca14c416becaaa19015c76ba514e47160cc1a781343cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ac12d014ade56cfde3edb7e34679cf3b2773169c6b92c9aa492b81acdeb2951","formula_version":"titan-u-contract-v1","latency_ms":28.106542000003287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_7915","prompt_sha256":"3308e0477d5259a477040ce9f9d445ed7a887ee0054095b65650251b48d294fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"44ea20db3c17ab77973a6bbd14f0ceb1c8a6e1365fc03521975664f3ce5e88c2","formula_version":"titan-u-contract-v1","latency_ms":32.777416000001836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_9152","prompt_sha256":"6b48ebc93fe7263d32b7a3d55dd90e355d3d8d51faeae3051220b4b0804fc29a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb35aafe85a656f5903b145239cf23942f1a70707cf7cf7a674ce671ea2192c1","formula_version":"titan-u-contract-v1","latency_ms":27.516458000008015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_19424","prompt_sha256":"5c834575e1f0c53e0c6d2d2718285f7973a80618ead3837db45a7a3c025dc36d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"d68629c046afe3d361c42d20fd53d270bdd70bb40c933e590e967956a48968da","formula_version":"titan-u-contract-v1","latency_ms":28.48350000000721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_30036","prompt_sha256":"fee9d97bd4fab2513e8b8f03b29d743b346df39afcd9bb3d4cc5ec06d84dd1e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e819c84744a5a65f3cf466ef48f52e49517f0ab2ff35b6ec3a4753edda0d478","formula_version":"titan-u-contract-v1","latency_ms":26.516374999999925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_13225","prompt_sha256":"4a443ddcaf7708e6558d9c3a3aca3352ea554d044aef5ee151777574c8389fe0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415787},"components":{"alpha":1.0,"bonus":1.0639591304415787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1b9dcc03c9e3b34d99d65a406eab8140e7377424beb4a0d0d5344a73127ff74","formula_version":"titan-u-contract-v1","latency_ms":24.561791000010658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306257971082453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_22889","prompt_sha256":"9d37a38455954f9c59a79969ab25fa5c168a6340170b0f5c50c8a341b29b7558","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"29d61cbf5d001125a547f7b0bb1b8e3e3d0a76b8fd95f49c06f71a5de5f3c777","formula_version":"titan-u-contract-v1","latency_ms":25.38470799999004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_25545","prompt_sha256":"bbd45e81fec9d83eeb840f6ac2e6a95a9669437196b4a51193d9e943bf4f0a9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5c4f2c9ceb3c2db6560dee8b005e404d7af4d56c5009aeaffce552bac21dba1","formula_version":"titan-u-contract-v1","latency_ms":25.184207999998875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_34238","prompt_sha256":"eb8fc5d301334ea17a15faa107f3c230df868bac92fa1f8dc281e98535ae2371","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181531},"components":{"alpha":1.0,"bonus":1.063972876181531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7c1481b6bbc5e9b23df504f3bdfccf4c7a62d4fe5dec8f9c97d652e1da28f22","formula_version":"titan-u-contract-v1","latency_ms":25.072416999989855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_16368","prompt_sha256":"643de948e468ff883916a8fedb134036e6d85f90e65a93643d7714545f1c5ed2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"8eeba9657d356ce935742f0856d04e1509e292316aadf1a9e5e53b8fce660bec","formula_version":"titan-u-contract-v1","latency_ms":25.29066699999305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_21728","prompt_sha256":"fdb6a01dbf09be9dc1699c44db52e3f57ace8e6ae1cb48c5d7fcf2b9f70f274c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2c649aa4be819073a3342b9d5309d4568bb28d164aa45b892a6afc40c509c3d","formula_version":"titan-u-contract-v1","latency_ms":25.80654199999799,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_33779","prompt_sha256":"f296c6cab184a9848ecbebd6019c454f3b780688fba7bb45338214faff55f31d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063834397357031},"components":{"alpha":1.0,"bonus":1.063834397357031,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063834397357031,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"2771ce2780e5b798f76d0f79c99b3101902876773a120ca0fa1fe0c0e3cde3fb","formula_version":"titan-u-contract-v1","latency_ms":26.968709000001923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SocialiQA_18483","prompt_sha256":"2fc50457e5370cf1f8db5c4caee4d871ea1a076476b799dd2a6e60f901dda5aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"24bcb13b74e78a4935ca0e1aa10933be673269cf01d94651bec0b235f7d3a0c4","formula_version":"titan-u-contract-v1","latency_ms":31.65937500000382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4513","prompt_sha256":"74379bfc18ee29d8a9cb7c2130d1dd381856cd1d149eb8a0654ed938472f9b17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"12a32caa8b33597e10d50c982daa9e3ca20d17fdfab1c14bb19713290cac062a","formula_version":"titan-u-contract-v1","latency_ms":27.038541999999666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4483","prompt_sha256":"1234b2818096ab771558c53d1db3367062a009341cc34c108225b33e86dfbd99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661551},"components":{"alpha":1.0,"bonus":1.063734668661551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"fceb8c89eb2948f0b1d491952f7c1aefa7de12c1f90a87ace4ca2b3831f51bd8","formula_version":"titan-u-contract-v1","latency_ms":24.801041000003465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4500","prompt_sha256":"0c7c80a3bd95c5e1fc9ca55027b886eed8c3db7e30686a1ba4270b2769a7edb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"2acd3447f5e6565cc8fef02319a1069d1113b308906dd60297d795a2be8ca7a8","formula_version":"titan-u-contract-v1","latency_ms":26.479916999988973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4475","prompt_sha256":"44c0c47ba19fb23b4900e3f7b315d3518b58741923fd1c4d34f2e09ce38d6784","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477244},"components":{"alpha":1.0,"bonus":1.064128050477244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa3a6ba3dddfe3653c7c8f4183088f290469a34dfdccc48939c6be5385de53b8","formula_version":"titan-u-contract-v1","latency_ms":25.772749999987354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4474","prompt_sha256":"bfe82f7960a02569ac6cc375c2c055d7537a1c57e51e00f76a294f544198d7cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7e570279e840bdaa5c9d5bfc7b4d8e4a2bbe2fd7b98e2075b28f7cc87a78288","formula_version":"titan-u-contract-v1","latency_ms":21.80249999999262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4469","prompt_sha256":"bd8bd08db1cb8cb6a5191d4dc950664319a28a084ea151a0bb3e0781357f9ea3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"7abe479e99bf0183028152a1813a184e9ced12e151c15418f36f10b2315693b3","formula_version":"titan-u-contract-v1","latency_ms":23.900499999996327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4452","prompt_sha256":"3e19309306407842b792a927e21ae2e690cb417f68d313369a7e019cca930c15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"64afe6a06b1e4da6a88cf6149873ca3745e62d05e48cb3d7bf36e4d8c539ed90","formula_version":"titan-u-contract-v1","latency_ms":22.67195899999308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4510","prompt_sha256":"d2156904f34a532cae4650584e1b20964f5ca8aaa66a92f83434bf90598c15c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"7216fd376a4581f3232c26a9c073342801bf25f969b293557217b781c636b396","formula_version":"titan-u-contract-v1","latency_ms":23.52675000000204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4440","prompt_sha256":"5173c71bb21c2b6a2ee72498b7834109fa16eb46d35ed576255e29cce230d302","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b99076cc0d4ea955b5029361e1b3ac7faa4fb325a7ff12e37f057378ec6caef","formula_version":"titan-u-contract-v1","latency_ms":23.45716600000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4430","prompt_sha256":"9ef26fdd6b247731ea975786fd0485b4d4640cdc24da4f437ef06f74bc594ba3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541399},"components":{"alpha":1.0,"bonus":1.0637259985541399,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541399,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d44e917dea8969c7f0d8db6b527b50f68fffe38e753dbc3d8f864a7d142c26c","formula_version":"titan-u-contract-v1","latency_ms":24.96266699999694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208064,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4448","prompt_sha256":"db18988f0ae36c634305a2f858a29d71ecaac436e3c3a520b1ff478916d4f027","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf98782c54c3c15aeefa9f3723c6684d2a41eb916fae55571bf2a4d30d7bfc1d","formula_version":"titan-u-contract-v1","latency_ms":23.468332999996733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4460","prompt_sha256":"af0c8abcbeb1b4879711f52351acf8d1cc4fe94e403d6c6626d3e9ea56324f5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"c52467e85a5ae8d8e8b7e3c026247fd1f7ec3bd27ad829d3c8603542d50c4fb3","formula_version":"titan-u-contract-v1","latency_ms":35.56283300000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4503","prompt_sha256":"e9c4e0034a4801a6fd713cd33640e591f0ca0314dcc21a019567eccb34cf0711","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"b251543ed8b254b64458562546be90efcabf088322bc63c68c46ed6011026bc6","formula_version":"titan-u-contract-v1","latency_ms":36.914207999998894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4463","prompt_sha256":"037494e2e3894f01ae692570d17912407666c2da8690ba29506eeb0366392604","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"46a3f448a0597446927806459382ac714397c32dad1def3cd43aae8c187642a6","formula_version":"titan-u-contract-v1","latency_ms":31.053165999992416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4520","prompt_sha256":"c22b1c203ab6b2a8f3e2d1257cec3ee15d6021913ae403203ce8f5a09909aa02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c31e62de4755980a0586eaebd7e4b4625c5d6fb628bf93c396052e58e77e1f2","formula_version":"titan-u-contract-v1","latency_ms":29.004458000002842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4434","prompt_sha256":"a4acbff04ebb89262116d62206fba90b231c8676103441160ba155923214e8b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"49d4585884699206c0f8de631a5a0149a89934d163fcbcca6cc4b1d20b097189","formula_version":"titan-u-contract-v1","latency_ms":28.99912499999857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4507","prompt_sha256":"db1eea9a17f6f88723f1a50ceb9cdc99cce850653e79b412c54a87c27d2a6300","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661551},"components":{"alpha":1.0,"bonus":1.063734668661551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"2967939b879dace28846d0a383973469b4504101a239250473b73adabe97bdc3","formula_version":"titan-u-contract-v1","latency_ms":27.692874999999617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4442","prompt_sha256":"e062ea94ae4aa92582af90c9861543da3b8517658aac9c429747a98c48f5b576","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"d70e099d98a9df7eb212e4f4efbac4f729feb2464e0c3e3c69629242bcf2867b","formula_version":"titan-u-contract-v1","latency_ms":24.95066599999518,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4461","prompt_sha256":"856148a2dd611bb3103fbdcd3ee6ff6bcb405faf285c8e31a3fcca47c7d15306","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"27f1521effa4b49ee497c62d15e593f552113b5c5cd236ef1cbaff9dd92b1f99","formula_version":"titan-u-contract-v1","latency_ms":27.78537500000766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4485","prompt_sha256":"80ee2f15d81129ca9864e8aa0faf741bcc67c64b22dddc78f77d574a7863b00e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606887},"components":{"alpha":1.0,"bonus":1.0638791196606887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"44bba22fb5c0128f2c360caeb17d04376c91715e43f2640051b7288997be9d3e","formula_version":"titan-u-contract-v1","latency_ms":23.723540999995407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4518","prompt_sha256":"3bd4162e4a1bdc4909878fd61068b49399c780b4219453713b779a79dbfc9c7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"63f812c65f01d196697dfb023f01a851c8c0e4073e50c071163f50ea3c68d12f","formula_version":"titan-u-contract-v1","latency_ms":23.54400000000112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4456","prompt_sha256":"ef8c91308371eedf4ba8666b19302022bdc066cce76027189588b9bf9b731717","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e7c7673197a42d336e63db49d5c28ceb04e90ebff391935e8e7663e22f0445d","formula_version":"titan-u-contract-v1","latency_ms":26.627417000000264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4472","prompt_sha256":"b83bf11c16afff8846a9419cea1d294159ca42ba745391b5acd6820c059e40a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891723},"components":{"alpha":1.0,"bonus":1.0637317712891723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"8318c5681e7e74f73113955cc52ef9d97675d7bdabe93103fec25abe193b2a5b","formula_version":"titan-u-contract-v1","latency_ms":25.30741600000397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4499","prompt_sha256":"ec52786158cec16b2ff670afdb076229c09fbe9a591fac7e1ef5b267f23f1433","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed6be4819fa9424cfd5fb8e332d5354ef4e61f848b0bb2186e4523dc328f1a76","formula_version":"titan-u-contract-v1","latency_ms":23.461874999995302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4445","prompt_sha256":"181d63a56520979a62196a31433b780d03c5f8ec9545cf60b63f1e56fa48439d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063882369114415},"components":{"alpha":1.0,"bonus":1.063882369114415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063882369114415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"370968feec78e04f18e5115c42a316a05f86d388d04451e9716ea1d130aa59c4","formula_version":"titan-u-contract-v1","latency_ms":27.235833999995407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4470","prompt_sha256":"c3974db80287ce4957fa1727c0ab49728b7343833074b8bfa978afb23df5b9df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"f200fba9937bbca730c8f1e5076d1529c974783ce762e8c051f09842b526de05","formula_version":"titan-u-contract-v1","latency_ms":23.680791000003865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-CausalReasoning_4439","prompt_sha256":"ed7ec8c4aee50d5ae40bb19eb7fb905cec4ffffa7801af795cc5f7770772b6e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718173964113475},"components":{"alpha":1.0,"bonus":1.0718173964113475,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718173964113475,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5773,"eligible_count":122,"excluded_count":18,"feature_sha256":"61da6075a58911b77ad727f53fd2604bde27cb69a6a5ac61de396376f7676ffb","formula_version":"titan-u-contract-v1","latency_ms":30.828916999993794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038484063078014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12136","prompt_sha256":"f5e83b74bce8db0fb3e063ee4e1e9333ec318540bac7f5568807f0b031f1c853","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700054358798838},"components":{"alpha":1.0,"bonus":1.0700054358798838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700054358798838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5603,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6cfc197a1661c569abd8d98e33ef2bf3b2641e7302d5ec12580b90f708330fd","formula_version":"titan-u-contract-v1","latency_ms":32.12879100000521,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366721025465504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12352","prompt_sha256":"2e7821893c6742ccd833495becacccf92ff50e71801caec08a1a496016a845dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1278753394103445},"components":{"alpha":1.0,"bonus":1.1278753394103445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1278753394103445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5703,"eligible_count":122,"excluded_count":18,"feature_sha256":"802955a406e8bc820692326eea946b4dcbdc71a60ce056ca7d3eb9f82f8108b4","formula_version":"titan-u-contract-v1","latency_ms":32.23633300000017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.094542006077011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_9518","prompt_sha256":"70dc433734708143a18cf1e7d299445b3be97765b772af83ef1568b26cbfce68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069006434878902},"components":{"alpha":1.0,"bonus":1.069006434878902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069006434878902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5498,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbf44cb3918f2414d6333c1daee4cb832cfede4154d56be0be4161de115185b1","formula_version":"titan-u-contract-v1","latency_ms":27.441624999994474,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356731015455685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_13287","prompt_sha256":"fce3e23e7b4bb76402bc46cc248b53b1af4fece554b923d173abbc3518aa8943","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712984272892874},"components":{"alpha":1.0,"bonus":1.0712984272892874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712984272892874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5717,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d1662437078097784c7a385b45d1c5f0c999cc581e4ce014ee026bf60f6516c","formula_version":"titan-u-contract-v1","latency_ms":29.784707999993998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037965093955954,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11207","prompt_sha256":"c9c76879d4799244dde7f82e8ba89a4cca9caef6379de7a72bc9312e2995635f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069602277133889},"components":{"alpha":1.0,"bonus":1.069602277133889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069602277133889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5554,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f963218951b7135ce9f6259e55a99f3962ac16bd3be743dd239e4f2c5ff4e14","formula_version":"titan-u-contract-v1","latency_ms":28.726542000001132,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362689438005555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14224","prompt_sha256":"47690f833c49dc1e67cd6c1dad6f61a911969b890f354e78d3216dc87b1e5bab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072433214703834},"components":{"alpha":1.0,"bonus":1.072433214703834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072433214703834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5825,"eligible_count":122,"excluded_count":18,"feature_sha256":"bafa4fdd0bfecb6598784aa2782272377e74ec37ab3633fada6494b5e308586c","formula_version":"titan-u-contract-v1","latency_ms":26.75983400000348,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390998813705006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14964","prompt_sha256":"d6163ef09f7f27c35fb5623e39f37d4110d768fa83847bffae2143f32447edde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722370926304032},"components":{"alpha":1.0,"bonus":1.0722370926304032,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722370926304032,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5816,"eligible_count":122,"excluded_count":18,"feature_sha256":"0babec39f4e5b2ce451641ad618290cf37883762033adbcc03a551d669571da7","formula_version":"titan-u-contract-v1","latency_ms":33.02041700000302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389037592970698,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_10005","prompt_sha256":"ec1d1f9bb9aa06307dd9f4757220f09e79376c4d21139c0c89230b9442c6a975","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0717614334881154},"components":{"alpha":1.0,"bonus":1.0717614334881154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0717614334881154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5769,"eligible_count":122,"excluded_count":18,"feature_sha256":"e57b33843df649fcfe66c100b454e0f7c60f247d230b011be77cabc5e3ec0567","formula_version":"titan-u-contract-v1","latency_ms":41.824583000007465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038428100154782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11915","prompt_sha256":"6ded31fa63599a3cb2ad5116b2a64c3146e3fb9664e1527b71f92fbb4044f22a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1262031101504282},"components":{"alpha":1.0,"bonus":1.1262031101504282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1262031101504282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5517,"eligible_count":122,"excluded_count":18,"feature_sha256":"df890cef206e14bd207b8180c812622a98400c90633b1a96b7af9faa87587149","formula_version":"titan-u-contract-v1","latency_ms":34.965999999997166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0928697768170947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_18362","prompt_sha256":"7722846aeda3f79f1b1295e9e3819e9e9516c910fbf9e19f09a596ebe00b8278","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074342098827231},"components":{"alpha":1.0,"bonus":1.074342098827231,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074342098827231,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5983,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fc56a1f3f2c7037f0a9eb90d9b37ef51cf9abce714e8055dd888be866735467","formula_version":"titan-u-contract-v1","latency_ms":73.70991700000218,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410087654938975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_10591","prompt_sha256":"e3eb377cb16ad09204c72ee3922363cc3e2e0e7c33ea73f5279bebc438d07cb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693339194330274},"components":{"alpha":1.0,"bonus":1.0693339194330274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693339194330274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5526,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c95c77a2feeae6d06ad8127eff2326ec122f2f6cf76de1389fe296f0796246d","formula_version":"titan-u-contract-v1","latency_ms":31.85141599999497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036000586099694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_13776","prompt_sha256":"422561364a51350442e561be0a0363c4f8c210f870c7283cec93c1ff26debbec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718847885850415},"components":{"alpha":1.0,"bonus":1.0718847885850415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718847885850415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5773,"eligible_count":122,"excluded_count":18,"feature_sha256":"416fd5e148044764c27b6abfc2d3944b9bbe941cd8259786a023900bbaa8936c","formula_version":"titan-u-contract-v1","latency_ms":33.88454199999558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0385514552517081,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_10013","prompt_sha256":"53bd96990b3101eeebba470bc43b0d4cb53ef8c524c4621722812214edfa18e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715835573171606},"components":{"alpha":1.0,"bonus":1.0715835573171606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715835573171606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5750,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc1c06076301daedba8de88f125d2aa98f36db36984edd5696405f6ecb34fd4a","formula_version":"titan-u-contract-v1","latency_ms":36.51712500000315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382502239838272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11586","prompt_sha256":"1322c3dd41fdb07c908b123bb3551f2267e2ad593dcd5fc70af052719f2698ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705964495609444},"components":{"alpha":1.0,"bonus":1.0705964495609444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705964495609444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5659,"eligible_count":122,"excluded_count":18,"feature_sha256":"4babcf9745a288efeb887549fe320cd09deaf290d840ee0cb9c5e93ea356b431","formula_version":"titan-u-contract-v1","latency_ms":27.088958000007324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037263116227611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_16180","prompt_sha256":"a054e27668674fc1da1b0a9c680e6c9c629834dbefe18af5d3cf121433e0e72f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696799901138656},"components":{"alpha":1.0,"bonus":1.0696799901138656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696799901138656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5568,"eligible_count":122,"excluded_count":18,"feature_sha256":"34a1619c22ec65a8cb70835bc2263b9152886616fa257eb45255a7439bab1817","formula_version":"titan-u-contract-v1","latency_ms":47.9317500000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363466567805322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_16687","prompt_sha256":"b41165be96dd8d64529e5203961d1942d98043e9dbfcf1ca96aef5b141fbe556","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754488743078399},"components":{"alpha":1.0,"bonus":1.0754488743078399,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754488743078399,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6085,"eligible_count":122,"excluded_count":18,"feature_sha256":"787618aa4bb0c3a4916e1e75ab7fed0aadb293e877db1536e71312769d1412ec","formula_version":"titan-u-contract-v1","latency_ms":29.473791000000915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421155409745064,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_9449","prompt_sha256":"f2d621c3d681eaabb1021c898e6d86c474d337374a6c27ff13bd899e985fefcd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708798368631283},"components":{"alpha":1.0,"bonus":1.0708798368631283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708798368631283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5686,"eligible_count":122,"excluded_count":18,"feature_sha256":"78406029427b3f0802a0e01241ecea196e5d3a504433c3ab866b1d8c9d62f373","formula_version":"titan-u-contract-v1","latency_ms":32.89258300000597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375465035297948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_16116","prompt_sha256":"5e70550a4e66d2ca48aca1409761fe943e2d63df2ec5ed1bc2d6fe997f21f942","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071125375627195},"components":{"alpha":1.0,"bonus":1.071125375627195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071125375627195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5707,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c1850917e00fcdc4895a9456002028e7b6e787393b12e302976553a86c1ceb0","formula_version":"titan-u-contract-v1","latency_ms":28.587291999997433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377920422938616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_17691","prompt_sha256":"a4a03c3a09548a3a1f0652c2c5b04de866f4430f35e76b15fe180419511ebb17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707007963537243},"components":{"alpha":1.0,"bonus":1.0707007963537243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707007963537243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5672,"eligible_count":122,"excluded_count":18,"feature_sha256":"2642c62c70cac96269011c7e395bad9b3654c15504adedb4f612de01f9f29f04","formula_version":"titan-u-contract-v1","latency_ms":27.000959000005764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373674630203908,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14310","prompt_sha256":"c8677e39112aab9772d35e36ede67818c465aba156db7bf304093068cee4437b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709541634974393},"components":{"alpha":1.0,"bonus":1.0709541634974393,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709541634974393,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5691,"eligible_count":122,"excluded_count":18,"feature_sha256":"673a87df010e52aecb34c4e345818ff3020c28f98d0348ac75d10100575fed00","formula_version":"titan-u-contract-v1","latency_ms":31.106166999990137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037620830164106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12184","prompt_sha256":"c6229bf6ca09bff871291a93625f8d4bc5128e051a1afdf3124c87ef3f804d23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726196902910183},"components":{"alpha":1.0,"bonus":1.0726196902910183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726196902910183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5846,"eligible_count":122,"excluded_count":18,"feature_sha256":"55783595d66c73bbafc4626f284c4a4fee8b322033dd3b1fd03ce517f3b78ead","formula_version":"titan-u-contract-v1","latency_ms":24.135832999988338,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039286356957685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11394","prompt_sha256":"9b6d4e146e2f5311859a3f026de3dd4aaf99269c04663f3140d84f9f0cf00c6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070648533016321},"components":{"alpha":1.0,"bonus":1.070648533016321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070648533016321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5658,"eligible_count":122,"excluded_count":18,"feature_sha256":"58a8f8b45791e3542aa6bf2b02ebd88e8886e70bf176bd1c958c3f0e15437d23","formula_version":"titan-u-contract-v1","latency_ms":23.14966699999843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373151996829875,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14820","prompt_sha256":"d6a60915b4c6368268f5eff5093a835c04512a058a15fc7ff1d08dc7054a6cbe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716611521371855},"components":{"alpha":1.0,"bonus":1.0716611521371855,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716611521371855,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5764,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8d9130f5f6a737dcdae0a5570de89aed5a7a6be9d301d12ded6529fd4dad11e","formula_version":"titan-u-contract-v1","latency_ms":25.016124999993394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038327818803852,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12028","prompt_sha256":"4f84f8dcf1f1b36f64b80e6af77d56b3335d6fecbff313139741bf86a916cf45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073022032043145},"components":{"alpha":1.0,"bonus":1.073022032043145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073022032043145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5875,"eligible_count":122,"excluded_count":18,"feature_sha256":"2105667a86f4552a816131b953891bf81121dba0706c201a52e9a8a189f0d5a2","formula_version":"titan-u-contract-v1","latency_ms":29.19291700000315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396886987098115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_10093","prompt_sha256":"d90d53d8258aa59d46dd8d5680f004359f6690a686ccd58dd323c615aa53d494","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071705649887132},"components":{"alpha":1.0,"bonus":1.071705649887132,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071705649887132,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5764,"eligible_count":122,"excluded_count":18,"feature_sha256":"643008382e7f59d34e80ebf61674a9088725077d232e7b1bed2da05475460dbf","formula_version":"titan-u-contract-v1","latency_ms":24.3943330000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383723165537986,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_10484","prompt_sha256":"b95a08327b97b0c47094f79ffd7008912465ac875d37b9890ae06fa7982130b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071929860112125},"components":{"alpha":1.0,"bonus":1.071929860112125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071929860112125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5786,"eligible_count":122,"excluded_count":18,"feature_sha256":"45a84f0bba862e05d4fb1f5d1dcba8f77f542a3781cbdddf233f8d54f89d8b6a","formula_version":"titan-u-contract-v1","latency_ms":31.22916699999223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0385965267787916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_15366","prompt_sha256":"a3747bce53f4c5c06a17763aa251cfd87f4064f4cf2a82197509dceb9052997f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702166252679877},"components":{"alpha":1.0,"bonus":1.0702166252679877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702166252679877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5622,"eligible_count":122,"excluded_count":18,"feature_sha256":"edf2f7e9b0c47f3af72d6699cd629cdd541e216d70bea9a2179b04f42bc2b263","formula_version":"titan-u-contract-v1","latency_ms":27.544250000005377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368832919346542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12613","prompt_sha256":"c18c3860864f0fe6a1cf131728e12548b8d7c3781c8d19feac8147f585a77130","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729981360654812},"components":{"alpha":1.0,"bonus":1.0729981360654812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729981360654812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5868,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f6c1b56bb7abaf91c893eb182ad43f0c62e1af1d4b8283780b17005382b4f4d","formula_version":"titan-u-contract-v1","latency_ms":25.51233299999467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396648027321478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_15745","prompt_sha256":"b79fc142a60a0e965f692a4a8fd0717a9649483f8a8d522f6e383e8ee82756b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070943523837742},"components":{"alpha":1.0,"bonus":1.070943523837742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070943523837742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5689,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec789abc3cf41cbb536e3da1b50bb3fef0aa3be3bbfbdf92cb333814b25fa677","formula_version":"titan-u-contract-v1","latency_ms":25.83333299999424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_10724","prompt_sha256":"fe23ca55df5cffb7be4b4fd5c875ba2e8ae910bc01a57fb930f91c7442eefc50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704001734164657},"components":{"alpha":1.0,"bonus":1.0704001734164657,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704001734164657,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5638,"eligible_count":122,"excluded_count":18,"feature_sha256":"8832f006cf255f97748c4e942bacc9a39d935dc84b95c3f83315bb76ce26ad5f","formula_version":"titan-u-contract-v1","latency_ms":24.186040999992997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370668400831322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_18033","prompt_sha256":"a85ce585bc868a7630d3c51de696f51bebd24197158aa070fd9943fd491af681","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706172613555696},"components":{"alpha":1.0,"bonus":1.0706172613555696,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706172613555696,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5659,"eligible_count":122,"excluded_count":18,"feature_sha256":"780c26456fab2064c2a11915b22169754b01d5f91d154c4fc6d0f16a7cae9871","formula_version":"titan-u-contract-v1","latency_ms":27.34804199999985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372839280222361,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_13469","prompt_sha256":"08d202ef3b6b9be6165e5e3b196b580c0e88bb8ebbd46e519b4e6eb1229700bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1273369616046482},"components":{"alpha":1.0,"bonus":1.1273369616046482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1273369616046482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5654,"eligible_count":122,"excluded_count":18,"feature_sha256":"63efc3f526d77188d85c38033734aa5b4e5a20cf2339f2746fbd955b8ccce933","formula_version":"titan-u-contract-v1","latency_ms":31.435500000000616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0940036282713148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_13086","prompt_sha256":"964a0b1eb86efaf76b327504b663cbb9eeb6ea012cf8820782ffa52a89187a1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705860544580228},"components":{"alpha":1.0,"bonus":1.0705860544580228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705860544580228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5660,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea727446b2739a3c238905f8ba0ee9e45b6fac7cc6a40c916f0ac1a1a295ba7b","formula_version":"titan-u-contract-v1","latency_ms":27.176582999999255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372527211246894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14200","prompt_sha256":"9a4f463e86a98032746e4237282e14f01d62b4960dea3f75c4a441a2a7e671a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071986360833243},"components":{"alpha":1.0,"bonus":1.071986360833243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071986360833243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5819,"eligible_count":122,"excluded_count":18,"feature_sha256":"04d460f4d34836992ca9013b87a086375b82a3ff3f9e181c61b77818f03c8e85","formula_version":"titan-u-contract-v1","latency_ms":26.75462500000947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386530274999095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11037","prompt_sha256":"ac8da4de8f5bbfa0bc39288fccda8cdb22846d83fe1b042cf0cef6ed8ceb9e43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703796639510674},"components":{"alpha":1.0,"bonus":1.0703796639510674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703796639510674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5638,"eligible_count":122,"excluded_count":18,"feature_sha256":"420d6b2ce2cbc7d955d581e5c10558cd74d9344f16eb347777281a7dc3ab75e8","formula_version":"titan-u-contract-v1","latency_ms":26.158917000003612,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037046330617734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12215","prompt_sha256":"eb85d3ee403bc611e99538e8d93975ecb729bbd7241733857ae1ff0c342febe6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712116715721967},"components":{"alpha":1.0,"bonus":1.0712116715721967,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712116715721967,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5715,"eligible_count":122,"excluded_count":18,"feature_sha256":"f11da5e64cbc4de1f9a61b66c91f019510f191605aad532e7c31f48de0361df5","formula_version":"titan-u-contract-v1","latency_ms":25.25641700000847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378783382388632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11580","prompt_sha256":"2b88ac2458588fe0c2ea4333da979b8885de44140e508dde79421084a3b3d983","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071506314143785},"components":{"alpha":1.0,"bonus":1.071506314143785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071506314143785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5740,"eligible_count":122,"excluded_count":18,"feature_sha256":"106604602f7bb277d5454bc9f0a08da292b05e906dd943ad5e7b5a0b699b1ca4","formula_version":"titan-u-contract-v1","latency_ms":22.406166999999755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381729808104516,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_13747","prompt_sha256":"f219a22905ff8d191205be00faa09d1b0a82d17d488db319932ec8ee8588f2df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072248571927239},"components":{"alpha":1.0,"bonus":1.072248571927239,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072248571927239,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5810,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2eb496bc1d564de8b268c5ea6dddb1777dec21e99fc99306ce522051d941b7f","formula_version":"titan-u-contract-v1","latency_ms":28.49387500000944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389152385939056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14974","prompt_sha256":"cb6bd890947faabde5184df265d11bb2fcf55921230b2576f8d8b4014b9eecd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745978935455345},"components":{"alpha":1.0,"bonus":1.0745978935455345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745978935455345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6002,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1625b5a9f8608c08ab9fb5d514d080d18c2c9ccde19e9e3b00eef32f52c5c1b","formula_version":"titan-u-contract-v1","latency_ms":26.906250000010346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041264560212201,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11849","prompt_sha256":"9795cce3940d8e416ad8449f036e4bcb699b6e08952e15a91fe9f53aa65129a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748045788944611},"components":{"alpha":1.0,"bonus":1.0748045788944611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748045788944611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6027,"eligible_count":122,"excluded_count":18,"feature_sha256":"91096e4253976b8b3d89ca2cc4f133957526adf7c2e8f4e8b138c766529ffcdc","formula_version":"titan-u-contract-v1","latency_ms":36.54995799999483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0414712455611277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11950","prompt_sha256":"7aae679bbbda1d07ea10ba188ac354b9ae8ca524cb71a5a548b3f5f740ba2ea4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722830527955294},"components":{"alpha":1.0,"bonus":1.0722830527955294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722830527955294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5816,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd9ffc0902e7f28b3a4a1a25e8d957d24f7b249f7277218d3e21a8eee6be5941","formula_version":"titan-u-contract-v1","latency_ms":25.163207999995052,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038949719462196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_17584","prompt_sha256":"fd142c54d79a977dd02abaf81ef61df01c714842bbf4c7f89e10789b6fe639ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719637390380794},"components":{"alpha":1.0,"bonus":1.0719637390380794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719637390380794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5784,"eligible_count":122,"excluded_count":18,"feature_sha256":"371309fca2afbe993aecfbba5f3386ef31ac179d17170fbfa5fa0f4021f6f283","formula_version":"titan-u-contract-v1","latency_ms":25.74641699999347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038630405704746,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_17871","prompt_sha256":"b73e2051fc45f2cf883099922a462949f97aba9bffe492ad9cbf52c1b7deba18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730100804803746},"components":{"alpha":1.0,"bonus":1.0730100804803746,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730100804803746,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5873,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3b6e0af9ad1e8981f2cd37d94451ee1247c73290638185945836319f882a044","formula_version":"titan-u-contract-v1","latency_ms":26.61487499999282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396767471470412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_16546","prompt_sha256":"a347b3f44ac1deba2c9b546906976d6c5ae0c5bde8fcc58d7400d914670e2242","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1291870001244257},"components":{"alpha":1.0,"bonus":1.1291870001244257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1291870001244257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5840,"eligible_count":122,"excluded_count":18,"feature_sha256":"8464ac57c324b6fa7519ea53cb931f191b4a64693360086c8c5e1698fe0c23db","formula_version":"titan-u-contract-v1","latency_ms":24.660707999998976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0958536667910923,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_18633","prompt_sha256":"3449dbbfbde7538d79fdedabcc0643146d88048b95aae3662e483e722211cb30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714403856491501},"components":{"alpha":1.0,"bonus":1.0714403856491501,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714403856491501,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5735,"eligible_count":122,"excluded_count":18,"feature_sha256":"7aeac096573beff4794812dfdfff7ce9886176dea0b36019a3acad7e7914e357","formula_version":"titan-u-contract-v1","latency_ms":23.93970899998976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381070523158167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_16736","prompt_sha256":"9d1223c3fe351f90d4d6526034d9a7969c927c33e9604bd59538e03c133cef9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741395138958907},"components":{"alpha":1.0,"bonus":1.0741395138958907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741395138958907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5969,"eligible_count":122,"excluded_count":18,"feature_sha256":"c143cfbe6887648dac822fd11771c9b1abbecbfc8a9a35df149914ff440f5f92","formula_version":"titan-u-contract-v1","latency_ms":27.987749999994094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408061805625572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12469","prompt_sha256":"65ff22a91acf1c1504e4b751ee879636619cca7a051d3f8c7bf0b2ab89729885","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715504100367839},"components":{"alpha":1.0,"bonus":1.0715504100367839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715504100367839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5751,"eligible_count":122,"excluded_count":18,"feature_sha256":"1436d3fe32c327cc94b3ece663a0da3dd8f347c0b8975d6ff69384a8f61d09e5","formula_version":"titan-u-contract-v1","latency_ms":27.60112500000389,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382170767034504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_13409","prompt_sha256":"fed450829ada6a8a5eb68c89f2e237e6eb2bc3e81c0237c1e7fe3a115a995d0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720203472882406},"components":{"alpha":1.0,"bonus":1.0720203472882406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720203472882406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5782,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2e2a510e9d14d8b071695ba74575747358427c6ded5a132c907b9ae4a2a83e5","formula_version":"titan-u-contract-v1","latency_ms":23.827584000002844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386870139549071,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_14349","prompt_sha256":"3e9a43b6de757b201dfd0a30319a881b7176e5e04892760e616b32de4fb50a1b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706381019338422},"components":{"alpha":1.0,"bonus":1.0706381019338422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706381019338422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5659,"eligible_count":122,"excluded_count":18,"feature_sha256":"96d6a708d460290a51ed9774c65df99a4ed8c625b161987332b15bb463666201","formula_version":"titan-u-contract-v1","latency_ms":23.519667000002187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373047686005088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_16724","prompt_sha256":"007cd6d9e91b72751dc17fa19106b511085876bccb17e39962f69501384b30b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714843092644895},"components":{"alpha":1.0,"bonus":1.0714843092644895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714843092644895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5737,"eligible_count":122,"excluded_count":18,"feature_sha256":"325bb0c689e4b16d37017d6f14ecbb367be72f65595ac587d8c5b6f3fc48913a","formula_version":"titan-u-contract-v1","latency_ms":28.089958000009574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038150975931156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_12315","prompt_sha256":"79a78ac85aac415ab5a1d0f7af261d9349a4d98c49e08472abeca4a5b9f73e02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719976824835025},"components":{"alpha":1.0,"bonus":1.0719976824835025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719976824835025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5805,"eligible_count":122,"excluded_count":18,"feature_sha256":"7587c0b27029974cfca3337bc8b9815100956c374c3191cedf3e4ff8693a0480","formula_version":"titan-u-contract-v1","latency_ms":25.051958000005925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038664349150169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_9693","prompt_sha256":"017346fe5c6d633241b6c27d5e991a4dca3297c23d35c81e5961e61da4bbad44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699258188362875},"components":{"alpha":1.0,"bonus":1.0699258188362875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699258188362875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5601,"eligible_count":122,"excluded_count":18,"feature_sha256":"047d9597fa3e71b1188239bbdcb4b9f7f83a22a3513eadf7a713bb1b4418968d","formula_version":"titan-u-contract-v1","latency_ms":24.179332999992198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036592485502954,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_9533","prompt_sha256":"e972479c939dd8f4c69b635d167b97289ce25e9934665168230f0c439e402a9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702166252679877},"components":{"alpha":1.0,"bonus":1.0702166252679877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702166252679877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5617,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfc1d7cc7070ebafa5a31ba83e19599a07ef56623a73cdc384acf41b445b3c31","formula_version":"titan-u-contract-v1","latency_ms":24.16704200000197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368832919346542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-ClozeTest_11554","prompt_sha256":"d85dbfd01b5eda55016ebc5a6b9a0386dc6a4d04630d5a3f8d346ad74783f0ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065707984305504},"components":{"alpha":1.0,"bonus":1.065707984305504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065707984305504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"70cf3811aa9997b75a64a12519ef1064f6a5c255ecc6741801ae8c23f0b7de91","formula_version":"titan-u-contract-v1","latency_ms":25.21600000000035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323746509721705,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_523","prompt_sha256":"73862f8f4a690210fbb3625c38237aff2a9ae911b3bad06491de0c1259203731","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681451358546739},"components":{"alpha":1.0,"bonus":1.0681451358546739,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681451358546739,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5385,"eligible_count":122,"excluded_count":18,"feature_sha256":"c540adc7eb36f10e659c8fff6a52e97aad32b875172af6216f2d870d9ae562f5","formula_version":"titan-u-contract-v1","latency_ms":24.48604200000659,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348118025213404,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19531","prompt_sha256":"bbded00fd930f3ebf90d70a022e842eccaf41d6ecb74c743147362426aadf386","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065383161707561},"components":{"alpha":1.0,"bonus":1.065383161707561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065383161707561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5001,"eligible_count":122,"excluded_count":18,"feature_sha256":"3141706d5c8d9b3462690b081440007d3ffb527f776970a27450132143908451","formula_version":"titan-u-contract-v1","latency_ms":24.55912499999613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320498283742277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19391","prompt_sha256":"ab1543b2a3c25a3a21ac43769a5319913386147cc5ff39ac237fa32088da577d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1242226793711732},"components":{"alpha":1.0,"bonus":1.1242226793711732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1242226793711732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5267,"eligible_count":122,"excluded_count":18,"feature_sha256":"2606fe38678bacb14c6805cb678fa6428f60d61e015db7ca89d1e61c0e04a630","formula_version":"titan-u-contract-v1","latency_ms":26.246249999999804,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0908893460378397,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19468","prompt_sha256":"c63e2a14cf70d8bacb5d972fad8938172f3d046bc9f0160a502b4503e4d47678","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065581355411214},"components":{"alpha":1.0,"bonus":1.065581355411214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065581355411214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5033,"eligible_count":122,"excluded_count":18,"feature_sha256":"e73df74138fdf29f5ca97efd72daf5ffa709d56ff435c3c4c175b0ab4614e337","formula_version":"titan-u-contract-v1","latency_ms":25.622291999994218,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322480220778805,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19439","prompt_sha256":"ce8708c7c66faf16847c2ae88af9202e0b7d3f235b28ba05e720c41ee404eed2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671969747017183},"components":{"alpha":1.0,"bonus":1.0671969747017183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671969747017183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5272,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a1f42f2c6a9aed20bb4aee1e76cffb9de421713fca69b889eafb054fca13145","formula_version":"titan-u-contract-v1","latency_ms":26.469125000005533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338636413683848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19533","prompt_sha256":"30291a89e68611ff0840730980adfb298b7f7a3de84ee5f2187338c41c5cac06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663346244261227},"components":{"alpha":1.0,"bonus":1.0663346244261227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663346244261227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5149,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac1c476257ee404f90e7d9043f4ba58e14b91058548e02addcd33d1ab5f0c184","formula_version":"titan-u-contract-v1","latency_ms":27.81716599999129,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330012910927893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19451","prompt_sha256":"24c64a9bbb87374fd626f41f235ed28528a4b2fcbae825fd71392ba7af0ddbde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675259108389359},"components":{"alpha":1.0,"bonus":1.0675259108389359,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675259108389359,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5312,"eligible_count":122,"excluded_count":18,"feature_sha256":"625ec2a1dd60d5cab9b76a60dea88018ae6c13607c01b963e62ac7c47b09316b","formula_version":"titan-u-contract-v1","latency_ms":25.64774999999031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341925775056025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19551","prompt_sha256":"d9eb28af9c2be1d64460f438ad5e0ae2c1ad3104115a2d8b6906e98c8fbf568a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671433976977978},"components":{"alpha":1.0,"bonus":1.0671433976977978,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671433976977978,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb9f6ebcdefac22bd23df5bfd85aafe86b19191126b6dd1d24b3dd010123a305","formula_version":"titan-u-contract-v1","latency_ms":30.273041000000944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338100643644643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19449","prompt_sha256":"3e0d64ba8f4f05f1465ef5bee4e4fef59507de492484a75a435db4f725c9d65c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646050067102353},"components":{"alpha":1.0,"bonus":1.0646050067102353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646050067102353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4846,"eligible_count":122,"excluded_count":18,"feature_sha256":"d46bd34107e033fb6d2e722fce56d98e54da6c2b5359e9dbbbf2ffd9be129ade","formula_version":"titan-u-contract-v1","latency_ms":24.461875000000077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19579","prompt_sha256":"52ce622a108457b5dc6dc8e08ee378f885d992f9a3f307523a225f6ffdf531d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647851345752812},"components":{"alpha":1.0,"bonus":1.0647851345752812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647851345752812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"f075eb4a57a84b66cae63754b4e39262731503fb4733e3b8b5cf15599323616d","formula_version":"titan-u-contract-v1","latency_ms":25.28549999999541,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314518012419478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19424","prompt_sha256":"679c4acd4d7b22d0a4322c2420f0da63b30cf7c75849cb408db9405488293bff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661400917855495},"components":{"alpha":1.0,"bonus":1.0661400917855495,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661400917855495,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5120,"eligible_count":122,"excluded_count":18,"feature_sha256":"0262fde6a76cdc35c0bc737013dd4bf7d34df5a4900c99a67617d5ed3a39aaa3","formula_version":"titan-u-contract-v1","latency_ms":24.02154199999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032806758452216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19512","prompt_sha256":"e441f581c1ae08e1a6e4b3f81ee375e67df9ece4766efdce460ff68e67be2d56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065292814793191},"components":{"alpha":1.0,"bonus":1.065292814793191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065292814793191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4981,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ca5bd17de7b66f31a20e7ac67d93448bef715f69614b8d83ec976ae0ec02edd","formula_version":"titan-u-contract-v1","latency_ms":24.40466699999888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_898","prompt_sha256":"979e5332cf5517c27f1589319a36cc9ae0387b5a74a862d340589dcd7de1e5f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065101700689892},"components":{"alpha":1.0,"bonus":1.065101700689892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065101700689892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"eedceafdd70c9ed68c05ba643f7a1040034b642ee6646d12dad6d69cf2a8cee9","formula_version":"titan-u-contract-v1","latency_ms":27.82175000000109,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19392","prompt_sha256":"0ff35df52f8b59397f43b63778c90ec56a5b95fe94ec7703c8bf0115393d89a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065064552034289},"components":{"alpha":1.0,"bonus":1.065064552034289,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065064552034289,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a1cea0484861ab679a06644567e2b1bd27f5482008e38fefe903b66566c6c83","formula_version":"titan-u-contract-v1","latency_ms":31.334040999993817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_766","prompt_sha256":"717148c8635d976a11349ba871f9462deb772825de14f2de018cc3154f5eb978","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651284546945499},"components":{"alpha":1.0,"bonus":1.0651284546945499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651284546945499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4955,"eligible_count":122,"excluded_count":18,"feature_sha256":"765c5b2226eab55fbdc65c4bcae28b9b1f4cb415c4e664bd390f12057aed707c","formula_version":"titan-u-contract-v1","latency_ms":28.10045900000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317951213612164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19437","prompt_sha256":"65214fa461258ef75d673adec2bc3eba4310a6b276d77bedad285bc5d172a3f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659134726843449},"components":{"alpha":1.0,"bonus":1.0659134726843449,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659134726843449,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5085,"eligible_count":122,"excluded_count":18,"feature_sha256":"7438f0a904c81a33adfdcef888b27dc8f93c666850606324703a0b7718be4e61","formula_version":"titan-u-contract-v1","latency_ms":25.970999999998412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325801393510115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_772","prompt_sha256":"3fd385635404bdd7c2762702db98e137425af20f5a69a560e82a2b8ce12257a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653377545407843},"components":{"alpha":1.0,"bonus":1.0653377545407843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653377545407843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4989,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8b6cfabb6cc46f0613970446a30acd186b41b4a139d19ce72aafca0d1b79690","formula_version":"titan-u-contract-v1","latency_ms":27.575833000000216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320044212074508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_689","prompt_sha256":"c60f8a9d82f013a3dcbe201e8eb863f00761bc7f1b8aa88bf371989b5089dc22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655813554112141},"components":{"alpha":1.0,"bonus":1.0655813554112141,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655813554112141,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5031,"eligible_count":122,"excluded_count":18,"feature_sha256":"a620fd0091aab8e99f42f9cb003f15c188d9a3d2570c0dab260e3263f174c5c8","formula_version":"titan-u-contract-v1","latency_ms":26.680791999993403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322480220778807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_770","prompt_sha256":"763ec7bd9afcdd14134aed2c57b00b5c6481b9f27d7ed501a84c320765bbfe1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647802590206112},"components":{"alpha":1.0,"bonus":1.0647802590206112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647802590206112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"20bd82111dc5587b89a1f5d6bb478c15a902e704677f93436a33c303730ff88a","formula_version":"titan-u-contract-v1","latency_ms":26.84866599999225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314469256872778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19549","prompt_sha256":"0fba7242154e81af5da833eb10c75752613a9975e15e2eac7e13e612e0cda5e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064884181642539},"components":{"alpha":1.0,"bonus":1.064884181642539,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064884181642539,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4904,"eligible_count":122,"excluded_count":18,"feature_sha256":"05071b5554db6f0c29773f7286a0038a67b955a3668382b5b5410583bacd61ae","formula_version":"titan-u-contract-v1","latency_ms":24.512458999993214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315508483092055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19493","prompt_sha256":"679605d3eb2dfc768953e31260e42a8e11fdb7c52e324866dc5a58bebb441900","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065292814793191},"components":{"alpha":1.0,"bonus":1.065292814793191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065292814793191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4981,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ca5bd17de7b66f31a20e7ac67d93448bef715f69614b8d83ec976ae0ec02edd","formula_version":"titan-u-contract-v1","latency_ms":28.99037499999224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_899","prompt_sha256":"ad5cc92b06824f9256fd1bfde5aaedc548aac032f0cf6d97ce3a9e1425c249c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668882321967939},"components":{"alpha":1.0,"bonus":1.0668882321967939,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668882321967939,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5231,"eligible_count":122,"excluded_count":18,"feature_sha256":"42940e70a326ec711d240ed195d99149672d4aa661e33853d05191e528d6470c","formula_version":"titan-u-contract-v1","latency_ms":27.00500000000261,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335548988634604,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19596","prompt_sha256":"c5c4595de2f639724f9434b4d1da8579db9aa8ab353a556819003bde300a7a75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665142404112566},"components":{"alpha":1.0,"bonus":1.0665142404112566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665142404112566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5175,"eligible_count":122,"excluded_count":18,"feature_sha256":"9048298dfa345e83b32f72043858f319fd6089ced864e872ddd5ee3086146868","formula_version":"titan-u-contract-v1","latency_ms":25.00445900000159,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331809070779232,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_919","prompt_sha256":"c19401ab3f40a0569793d1c0c8d4adb7db8821ee9ee789382df651f812b0bf64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659134726843449},"components":{"alpha":1.0,"bonus":1.0659134726843449,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659134726843449,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5085,"eligible_count":122,"excluded_count":18,"feature_sha256":"7438f0a904c81a33adfdcef888b27dc8f93c666850606324703a0b7718be4e61","formula_version":"titan-u-contract-v1","latency_ms":24.846291000002907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325801393510115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_773","prompt_sha256":"911176b25d7cd5013738f2ab120a15d9018981cdeab32e2efa7250af14078d29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663278144231725},"components":{"alpha":1.0,"bonus":1.0663278144231725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663278144231725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5149,"eligible_count":122,"excluded_count":18,"feature_sha256":"e713423655ad46217f92a4a70a2b9405fc2ddfdc863630acd6e219b34e4932e2","formula_version":"titan-u-contract-v1","latency_ms":25.90454200000636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032994481089839,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19384","prompt_sha256":"ad6660f008227ccc3e38193c01ff212d047e9c4f87c38ebffc9de5eee2ac678d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694865736651396},"components":{"alpha":1.0,"bonus":1.0694865736651396,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694865736651396,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5539,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b874af0fcdf2db9dd55495ca09599bb101da9a7bebc8de24fdfe92a46a7ef2a","formula_version":"titan-u-contract-v1","latency_ms":29.32875000000479,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361532403318061,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19478","prompt_sha256":"7ed4d60de610ea42df9eec81f84f120cb6c147d182cdbc094ba413b9696e6c6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652483425239394},"components":{"alpha":1.0,"bonus":1.0652483425239394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652483425239394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"0731bde83ef2b3bc40e441655d1e7dcf30eb3a554f4de99dcd0bf42932e719a4","formula_version":"titan-u-contract-v1","latency_ms":27.619000000001392,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031915009190606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19490","prompt_sha256":"0a3e1b101e79183bcdb7482553f3cdf5086f0a4cf85e5fea254242e855a9408b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668514166989234},"components":{"alpha":1.0,"bonus":1.0668514166989234,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668514166989234,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5224,"eligible_count":122,"excluded_count":18,"feature_sha256":"40b8d2e0574d71cd4616954ce21bcb9410fb9fd6bb867cef87044506af5fd35f","formula_version":"titan-u-contract-v1","latency_ms":29.097292000002994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03351808336559,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19605","prompt_sha256":"075d8e258e906f059b2e44acb073fe0f0c443733c0bb8699c14297fa9ed8f8d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac6e8202f3d8f385e83b9c7e035b06854a349091e94f699bf572b30242c15a27","formula_version":"titan-u-contract-v1","latency_ms":26.40691700000275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_6","prompt_sha256":"859cceee2ff76d05ce0024874c6ae8dd9c1a46275c79162b37b38624275040cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679341952163997},"components":{"alpha":1.0,"bonus":1.0679341952163997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679341952163997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5364,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1b2616389c097f27272c5d0ca8534183bfb91f1b4e4f352784fc41d8dc9acaa","formula_version":"titan-u-contract-v1","latency_ms":28.19816699999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346008618830662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19484","prompt_sha256":"d1943266cd11b6ef958c0a98dac4011eaf4a57190ab432c0575462d06833cb27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872865},"components":{"alpha":1.0,"bonus":1.0649297071872865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4915,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b54a02dd3b1c424b35fbaa079479d08375390dd3820735fdf4578eb90e1bfd6","formula_version":"titan-u-contract-v1","latency_ms":23.986250000007203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031596373853953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19480","prompt_sha256":"f280aee29bd0a3e9cd5fc21d00841d785ddd385d99f245146c472e6bfd130616","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130046},"components":{"alpha":1.0,"bonus":1.0648992910130046,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130046,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc7c431cd416a9d08c9e9325d526a1a534895650789a23496715834c23fa9664","formula_version":"titan-u-contract-v1","latency_ms":26.664540999988162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796712,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_865","prompt_sha256":"509dd623377891ca0d937bf3c3c4748705feb1263168c0acbe532ac4d9772dd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066003048776128},"components":{"alpha":1.0,"bonus":1.066003048776128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066003048776128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5099,"eligible_count":122,"excluded_count":18,"feature_sha256":"554509016f89182cec9a31ba370ab73f8f7dc793f19b41f8c674f3b6eb4856ea","formula_version":"titan-u-contract-v1","latency_ms":29.410541000004287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326697154427946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_923","prompt_sha256":"8438157a59737b0671e803c76b90bda4d6e32e6fb1683f9587f663683bcae810","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065738608313502},"components":{"alpha":1.0,"bonus":1.065738608313502,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065738608313502,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5057,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c4ce90c2dd38d7cf7602f09be6f147153366ccd47a184667ff135e2af1f40f0","formula_version":"titan-u-contract-v1","latency_ms":27.278999999992948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324052749801687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_768","prompt_sha256":"2861e41f7e35d07eaaaf64884059596f8e0cf65ed26ee432f2c744c4b4eadb85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663687836825024},"components":{"alpha":1.0,"bonus":1.0663687836825024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663687836825024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5154,"eligible_count":122,"excluded_count":18,"feature_sha256":"01e6e169e8c869447c2b885cafcaaeeafea7b2ece8bc9b48b89f1ee54336be2c","formula_version":"titan-u-contract-v1","latency_ms":24.14341600000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033035450349169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19423","prompt_sha256":"ad92b0b17cc500d52971e9ebed44c4126426499b0dfb5982737756607ca7e428","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654928767065972},"components":{"alpha":1.0,"bonus":1.0654928767065972,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654928767065972,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae3896fc50ee691aab451e2292c135365acd8215e3ae21319d9a829f41e60309","formula_version":"titan-u-contract-v1","latency_ms":27.671124999997687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321595433732638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19577","prompt_sha256":"24af38a14655c5d00b9addd1f60f00d3f77110652c232c31c9755202d06d8039","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646420503213743},"components":{"alpha":1.0,"bonus":1.0646420503213743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646420503213743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4854,"eligible_count":122,"excluded_count":18,"feature_sha256":"3af2caed7c883c56bd52fe0af57da365823d9660d74b2a6c3af9e81e7b366260","formula_version":"titan-u-contract-v1","latency_ms":26.093625000001452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313087169880408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_4","prompt_sha256":"70afb2194c0952367fc3046f6070ed7db7c90a1afa5d30cd8136ffb528eac817","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309066},"components":{"alpha":1.0,"bonus":1.064751159309066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"e48df5c4d4d207190df050f5c4350fdfb08d948b650f6c990b83869290ee8c44","formula_version":"titan-u-contract-v1","latency_ms":24.680166000010217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_776","prompt_sha256":"c8b640fdc4887c352cb5880983cdde1db4b78e5e75595e8a5fe9582c6b7275db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066003048776128},"components":{"alpha":1.0,"bonus":1.066003048776128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066003048776128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5099,"eligible_count":122,"excluded_count":18,"feature_sha256":"554509016f89182cec9a31ba370ab73f8f7dc793f19b41f8c674f3b6eb4856ea","formula_version":"titan-u-contract-v1","latency_ms":24.86645800000531,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326697154427946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_922","prompt_sha256":"7fd998850a9c278e26b3eecab3944f73be504072c1111347a375a13b0a3b2730","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651177311687192},"components":{"alpha":1.0,"bonus":1.0651177311687192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651177311687192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4949,"eligible_count":122,"excluded_count":18,"feature_sha256":"e72e086a16e7d9903b24aac2485dd0a9ee3410f13ec7a72b0b5153beec185251","formula_version":"titan-u-contract-v1","latency_ms":25.848332999999002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317843978353858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19532","prompt_sha256":"ba55cb7dbfbb8d7f0c9e70c1187126b8c15a6786b219a3542ede1705e27bb8a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653377545407843},"components":{"alpha":1.0,"bonus":1.0653377545407843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653377545407843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4989,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8b6cfabb6cc46f0613970446a30acd186b41b4a139d19ce72aafca0d1b79690","formula_version":"titan-u-contract-v1","latency_ms":27.70958299998938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320044212074508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_688","prompt_sha256":"59a8ee6425383db32d10cabc8218117b8eaf8cf27e57addb6b9f2f4f8ece4002","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645278442812098},"components":{"alpha":1.0,"bonus":1.0645278442812098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645278442812098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4829,"eligible_count":122,"excluded_count":18,"feature_sha256":"9257c120e23763951d662bc9155a761fb8510d8023151cbd3f40eefc9e091373","formula_version":"titan-u-contract-v1","latency_ms":22.513333999995666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311945109478764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_927","prompt_sha256":"1e7051ff2cd9ddb221ad20aa4f9026f1c66e96813c436b9d39311124e7fea6ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065434803407745},"components":{"alpha":1.0,"bonus":1.065434803407745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065434803407745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"e930b474e7b1dd58da9d50623e59b352cb729b5f8033d8bf491577ae3dbd5c63","formula_version":"titan-u-contract-v1","latency_ms":25.34850000000688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321014700744116,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19621","prompt_sha256":"b193ad3382862ef121f5d0e029b04b1a451f4e419865e7f66af6670049cc9caf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064839248431424},"components":{"alpha":1.0,"bonus":1.064839248431424,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064839248431424,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c1e10297c6b4fdb570b1e25b0a5f0e345e19ce2aa7fa7be5ebbf7c384910f3c","formula_version":"titan-u-contract-v1","latency_ms":25.128500000008103,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315059150980905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_867","prompt_sha256":"1043b5ab47731f07f57bc303168c1024ed2701674b8d3ab5d4c32284c3b24b64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065160800654061},"components":{"alpha":1.0,"bonus":1.065160800654061,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065160800654061,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4957,"eligible_count":122,"excluded_count":18,"feature_sha256":"7240f6ddd71b49dfb2b5c8743699041a386844207f304748a0ea07dc557d46f4","formula_version":"titan-u-contract-v1","latency_ms":24.003874999991126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318274673207275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19639","prompt_sha256":"2617b51c5fd6fc9083893b4430f9ba0f771aff9174cfcd07c9a6730973e135db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687688923768788},"components":{"alpha":1.0,"bonus":1.0687688923768788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687688923768788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5456,"eligible_count":122,"excluded_count":18,"feature_sha256":"998cdab053c90afb89b5f560e29f8747c2640abfc80d6b4abdd016413434c4eb","formula_version":"titan-u-contract-v1","latency_ms":24.23570899999561,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354355590435453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19488","prompt_sha256":"7becdabe9701681cf20a8584f7d89056222f7200f9f1e9ddd8db12b8c187d130","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922884},"components":{"alpha":1.0,"bonus":1.0650751293922884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4941,"eligible_count":122,"excluded_count":18,"feature_sha256":"410705f72defdcac02bf754b5eeeb17f4463c99d995b3a0926b6a9bf39a335b4","formula_version":"titan-u-contract-v1","latency_ms":33.60554100000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031741796058955,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_702","prompt_sha256":"c3e17c941eb1e784cd7d53f480be85e02af22447502c3bc61f808e37bb8ffaad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648293437213308},"components":{"alpha":1.0,"bonus":1.0648293437213308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648293437213308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4893,"eligible_count":122,"excluded_count":18,"feature_sha256":"be8ca50cebb8ba02ab8e1e8c079b4a1f2fd88e4888db657a72ed8bf8d1482b4d","formula_version":"titan-u-contract-v1","latency_ms":27.462708999991037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314960103879973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_40","prompt_sha256":"1ab1c374951acf36d9d5410123dcecd04e4d6867647d1978311ad17e2c439af0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c755d43be3ba52a5211d3e86d2c9c25b670eee1ab07e068ad49218617cce042","formula_version":"titan-u-contract-v1","latency_ms":38.366666000001715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_778","prompt_sha256":"ffbe84badd7f97afaddbc7b63285a9af9b0d831ab50b02da3de9258211211f48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650017018765743},"components":{"alpha":1.0,"bonus":1.0650017018765743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650017018765743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"25f376835e03512d5446c39dd4ffcc1deaecaa468cb3ad1272e182c953b76459","formula_version":"titan-u-contract-v1","latency_ms":35.316832999995995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316683685432408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19406","prompt_sha256":"4088968bfc841ffa288f379f8b6823a0b2cc0d728f9bd7a37b2181c2fbba7839","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1226980650702574},"components":{"alpha":1.0,"bonus":1.1226980650702574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1226980650702574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b11f45e828b526bc618d004f1c6d78d5f63dc0b9a0b0ba351edc6daced4a8b5","formula_version":"titan-u-contract-v1","latency_ms":28.437750000009032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.089364731736924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19507","prompt_sha256":"1b456418e14ff647ac148b4227ee2f03a3e0f86d5a1d3885d89e3eb337ec5a73","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650645520342887},"components":{"alpha":1.0,"bonus":1.0650645520342887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650645520342887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e88c0b9001a6c84d9d79b1b99f8344bbb702bd8e82d3c53395de8ddf0b545c4","formula_version":"titan-u-contract-v1","latency_ms":28.863208000004192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317312187009553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_705","prompt_sha256":"73f342c1ebda5fbdd886e5df65b22b2236849cb079e958cb9dc7b73c809c6a37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06499651187809},"components":{"alpha":1.0,"bonus":1.06499651187809,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06499651187809,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4926,"eligible_count":122,"excluded_count":18,"feature_sha256":"f53cc102199f3b3c19d30d64c1362909fd60ece1b3d8ade2929455d33a6b22a6","formula_version":"titan-u-contract-v1","latency_ms":28.884916999999177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316631785447565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19545","prompt_sha256":"f3dbed96f6648e6e78f2abbd564a05abffcd78fe38392c585ae85b41b8b3dd8a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191184},"components":{"alpha":1.0,"bonus":1.0651338274191184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4952,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef7825de614b359ef879ff25430a2e9b95461ace2d7eb271bfaf108ecd484658","formula_version":"titan-u-contract-v1","latency_ms":27.709166999997592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031800494085785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19606","prompt_sha256":"86ec725be790240ff152bb59e097b0e8e1f1e4ec736eede7320935601f212f55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661998083145579},"components":{"alpha":1.0,"bonus":1.0661998083145579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661998083145579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5129,"eligible_count":122,"excluded_count":18,"feature_sha256":"699d1be6b43eaea3f093b119f6ec623203d59b0cc7136a0dcc0ab420a0abdbef","formula_version":"titan-u-contract-v1","latency_ms":28.564415999994708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328664749812244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_782","prompt_sha256":"fa811f7b9bdf8ae3978488216b71f01b14a23a7c00dc8b80363b39d073ad12db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662668521528742},"components":{"alpha":1.0,"bonus":1.0662668521528742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662668521528742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5139,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c9e2637f9072db5ebb61447a13e6f1c7f2effc7241c12154629d88f318791c5","formula_version":"titan-u-contract-v1","latency_ms":28.141292000000817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329335188195408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_785","prompt_sha256":"581e83a07efd44394866807cd2d07eae4dbbe6e76b6a5f8bbaf4eb191677856b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064651384403599},"components":{"alpha":1.0,"bonus":1.064651384403599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064651384403599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d72074312addba4bcd698d5d78acb01decd9aa1dc5e9cb7cfd4a08c38d48897","formula_version":"titan-u-contract-v1","latency_ms":25.466292000004387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_698","prompt_sha256":"e585c5fe4690e4a1bbb22995e68f3470c093a4025b777f27829b4d19bed1b152","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067549896374872},"components":{"alpha":1.0,"bonus":1.067549896374872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067549896374872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5313,"eligible_count":122,"excluded_count":18,"feature_sha256":"3efe5d90d4bb7e1ac1b36c42eeddd03f38f8d55ceed25d485955cc567bbdab03","formula_version":"titan-u-contract-v1","latency_ms":32.84666700000116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342165630415385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_19517","prompt_sha256":"3c2b5bdc6152032329ed795c3cf4d035e993107a35b3fe2bb210bd0996258dd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661998083145579},"components":{"alpha":1.0,"bonus":1.0661998083145579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661998083145579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5129,"eligible_count":122,"excluded_count":18,"feature_sha256":"699d1be6b43eaea3f093b119f6ec623203d59b0cc7136a0dcc0ab420a0abdbef","formula_version":"titan-u-contract-v1","latency_ms":30.32249999999692,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328664749812244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Entailment_783","prompt_sha256":"d1838218be81fc7202617faca8d1cf8f02ed07e43f716a8da56e1042f6995711","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1236694353767926},"components":{"alpha":1.0,"bonus":1.1236694353767926,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1236694353767926,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5189,"eligible_count":122,"excluded_count":18,"feature_sha256":"30db8613fc7eae46f8d78b7fd72c1f287aa38d8f00952e94f98a85f227dc2e40","formula_version":"titan-u-contract-v1","latency_ms":31.378125000003365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0903361020434592,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3340","prompt_sha256":"d5542e629a4234efcccab838d1da8a0f9cbf60d234b2cf1e1671de6b363e677b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4826,"eligible_count":122,"excluded_count":18,"feature_sha256":"36661d6bd8fc861a5bbf71e63444012c045ee8f0abe7366c865887c6aba97636","formula_version":"titan-u-contract-v1","latency_ms":28.055084000001784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1477","prompt_sha256":"663a84da9a7a5150b857f78b25c8e2dbe92e1df2eaacec05b96ac3be901a8258","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674069631588508},"components":{"alpha":1.0,"bonus":1.0674069631588508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674069631588508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5293,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a2d0171dd4ee29a061c531bdbf31c0670458a47952dce1c639a8c3a99aa2abf","formula_version":"titan-u-contract-v1","latency_ms":24.821708000004605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340736298255173,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1312","prompt_sha256":"e3e9222d1cff919b67e718449e355c57c2e8a250ab3c2770d41e219d8e1b93ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654117785215724},"components":{"alpha":1.0,"bonus":1.0654117785215724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654117785215724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"11fa6ca80d1ed939e870476f1fce162cc6c4cf5dc09aecee9d0e2030a8171f15","formula_version":"titan-u-contract-v1","latency_ms":24.47229099999504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032078445188239,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3483","prompt_sha256":"6d8a299ded436be57445f01ba676b905658732dd38add17700300e4a8490790f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722026977209111},"components":{"alpha":1.0,"bonus":1.0722026977209111,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722026977209111,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5789,"eligible_count":122,"excluded_count":18,"feature_sha256":"7691a6c97b8fe3fab4085963acb3285ff07e13210612d9cc35ee6d03579c07ae","formula_version":"titan-u-contract-v1","latency_ms":29.852750000003425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388693643875777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2825","prompt_sha256":"9c73cee301a5cbea086fb8568040d05eb81245a8a4652095577975a1b75b908a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703591832884884},"components":{"alpha":1.0,"bonus":1.0703591832884884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703591832884884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5620,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c576fb18bd353b1acefe71f56cecc78c7f13f6c4eb4144de2b670c67dfec369","formula_version":"titan-u-contract-v1","latency_ms":30.414667000002282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037025849955155,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2927","prompt_sha256":"0dd2590824ec9d9a36827bd11876b73120c14a6d8990fdac4e3277340c701469","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686162196972309},"components":{"alpha":1.0,"bonus":1.0686162196972309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686162196972309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5437,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6cffdf7a02a10677b0e13124b679e06ab4515b1279d7d03a16d4ab403b5b14a","formula_version":"titan-u-contract-v1","latency_ms":30.256707999996024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352828863638974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1985","prompt_sha256":"68e4df280fc375a44f710d29858f12e205f269b7ec9d900cefe06da762331391","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068960374031704},"components":{"alpha":1.0,"bonus":1.068960374031704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068960374031704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5475,"eligible_count":122,"excluded_count":18,"feature_sha256":"285cda8247d1a0694e9a28a769f28596b79610bc25b4d932ec9e51c10b03f210","formula_version":"titan-u-contract-v1","latency_ms":25.802333000001454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356270406983705,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2352","prompt_sha256":"230e91d717a105c6277b926b45a205aa7c1f35df18e0f0e9482dfeea658970b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069505785398097},"components":{"alpha":1.0,"bonus":1.069505785398097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069505785398097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5533,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e9557535976d82758a10c15579380aaef6e0bb21cc7c34e54abc396edf41ab9","formula_version":"titan-u-contract-v1","latency_ms":28.366708999996604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361724520647635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3873","prompt_sha256":"ea63644e7705ed0354044ca8db60270e25c5ffd117566ee1c07f32b6b29a6654","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672200452577716},"components":{"alpha":1.0,"bonus":1.0672200452577716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672200452577716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5269,"eligible_count":122,"excluded_count":18,"feature_sha256":"a66763676cc774e8fe135b420a5cc13a0e7417308f79ec1faddd43c898d1b6f7","formula_version":"titan-u-contract-v1","latency_ms":25.35679199999663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338867119244382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1522","prompt_sha256":"18f0965e7e381284e018d5ba89d9cd64874f5b7c8203a535eeece8e824c350d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0802460114772467},"components":{"alpha":1.0,"bonus":1.0802460114772467,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0802460114772467,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6382,"eligible_count":122,"excluded_count":18,"feature_sha256":"74b366a17b65e3d3322dcc211ca3e2ad45f64f2089cbd44c25b2656f72f94692","formula_version":"titan-u-contract-v1","latency_ms":24.863207999999304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0469126781439133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3374","prompt_sha256":"3493a207ab32141c8e763fa3c549b7a0c3f5de5aebb2ba23bba1a02e7d166b7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064276459766211},"components":{"alpha":1.0,"bonus":1.064276459766211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064276459766211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"935e159fb93d887bd6cf35cd9bb0b6b090a9fe37d76133c572c93abe02cbcdc1","formula_version":"titan-u-contract-v1","latency_ms":24.501624999999194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3407","prompt_sha256":"2c73c533198b602db81054f95f8f5de477e3d1ad1a505d086bee9d37714d50f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066844075415897},"components":{"alpha":1.0,"bonus":1.066844075415897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066844075415897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5219,"eligible_count":122,"excluded_count":18,"feature_sha256":"74c46da528d05191ec08027f0e53b3a5005f6a0d0a82603b285b9428197a867c","formula_version":"titan-u-contract-v1","latency_ms":24.843042000000537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335107420825635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1111","prompt_sha256":"40ee45d9cf8de806effda32aec06b05e37eb7a682465adbc863eab1675f60708","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658315745522362},"components":{"alpha":1.0,"bonus":1.0658315745522362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658315745522362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5070,"eligible_count":122,"excluded_count":18,"feature_sha256":"481a3b1d8c081c023891e490e84bb67403776bfa449083ff3fc8cb5f102d4202","formula_version":"titan-u-contract-v1","latency_ms":24.684708000009437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324982412189028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3439","prompt_sha256":"3eb55347bb8d87cfa1e3028a8d4e33488626eba2e8ccac1e888f9f4ba6cab2ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693055025634628},"components":{"alpha":1.0,"bonus":1.0693055025634628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693055025634628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5512,"eligible_count":122,"excluded_count":18,"feature_sha256":"1143d62a014e8d262459f58407048ae0d2cbef0346252676c5727d8d0e48afcc","formula_version":"titan-u-contract-v1","latency_ms":26.423624999992512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359721692301294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1704","prompt_sha256":"3d33bb9a0623515948f02460ba82b5faaf6e11e1b1e978047bb68600fcc5fd0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648194682668042},"components":{"alpha":1.0,"bonus":1.0648194682668042,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648194682668042,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4889,"eligible_count":122,"excluded_count":18,"feature_sha256":"894d34ce8a176a6aad197f30c225ec28e58b91cf2be1714fa003300adee242b1","formula_version":"titan-u-contract-v1","latency_ms":25.684291999994002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314861349334707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2956","prompt_sha256":"4d99a98a7eea67c44229faa6def9fe75f39c5d4b2c2420bcda21579cbb3ee209","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4941,"eligible_count":122,"excluded_count":18,"feature_sha256":"449d563110b876603f5c76824713f50f660fe86c2f64b709ab6266fc179cf6bc","formula_version":"titan-u-contract-v1","latency_ms":26.542125000005967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3062","prompt_sha256":"dd652ab9a456f04588d7a071cc914f244fbbebfe6d052c24a932991316f38652","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647753907808446},"components":{"alpha":1.0,"bonus":1.0647753907808446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647753907808446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4880,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4cf52fd7fa3892c0eb3b5d5c082f70a2f076551c4e0f979085d4dcbff27887c","formula_version":"titan-u-contract-v1","latency_ms":24.860166999999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314420574475112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4358","prompt_sha256":"5be1aa745c2e01072458b6a877d256165301e7dca895f47978071082b636e506","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645099958431579},"components":{"alpha":1.0,"bonus":1.0645099958431579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645099958431579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"9433dbae7e081aa3bc4a24e08bd7a0531156535a57693ff3b2d52235fe92f9f5","formula_version":"titan-u-contract-v1","latency_ms":23.884582999997406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311766625098244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2284","prompt_sha256":"203da4ba497d9696dc77f80f5473654de55ca28ffd570ad9ea0051cd1c4304ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066321011703324},"components":{"alpha":1.0,"bonus":1.066321011703324,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066321011703324,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5145,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8ef8b62586907978ff0842d0bd171eb7a64cb42d954a9ce7f08990aecaf92d7","formula_version":"titan-u-contract-v1","latency_ms":24.986666000003765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329876783699905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1569","prompt_sha256":"cee24aa0b41bef34745d739cf97fa88b77115418c797983ba46f2518e56aad9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4890,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d5243b6cbd44c53f80b0cf695697affeb567b60f5d7c5981d14f0764b4cc1a4","formula_version":"titan-u-contract-v1","latency_ms":25.794333999996866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2102","prompt_sha256":"98e48414d24fd65f111ae2e4ab4509b68e1a05695ba150b240ef6fa627d3108b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065394586526513},"components":{"alpha":1.0,"bonus":1.065394586526513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065394586526513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5002,"eligible_count":122,"excluded_count":18,"feature_sha256":"13bbc55789063d20a665700232fb1457e5b11cfc86e0f7411685adf67e6d31be","formula_version":"titan-u-contract-v1","latency_ms":30.57137499999385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320612531931797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2829","prompt_sha256":"f64d69ebe51de5d40aa997259e1f63866b4360e0eb7a2104b5cf860a88bc6c75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689972082517336},"components":{"alpha":1.0,"bonus":1.0689972082517336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689972082517336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5479,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a11dc4119aa1dd62b5265961c8786af2a90234492a96102ebb94216c001181d","formula_version":"titan-u-contract-v1","latency_ms":28.46995900000593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356638749184002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1897","prompt_sha256":"5e48b7c057679560ca0bd813d208ddfe53b34f5250d26143c3d75ec647749e83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069505785398098},"components":{"alpha":1.0,"bonus":1.069505785398098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069505785398098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5543,"eligible_count":122,"excluded_count":18,"feature_sha256":"503ab14fdd6f7a9adc53a419b64673d54af85a8fb0d733c474c245095c55172c","formula_version":"titan-u-contract-v1","latency_ms":27.4867919999906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361724520647646,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1821","prompt_sha256":"9297e49a6aa5fd149ed8ffaa3a26b166a373686d4b491d1f3b0424910bce8997","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06659879992432},"components":{"alpha":1.0,"bonus":1.06659879992432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06659879992432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5185,"eligible_count":122,"excluded_count":18,"feature_sha256":"98b04392bcfc25399b51b1005d742590ed1aaa7757c31880973a798f51e17818","formula_version":"titan-u-contract-v1","latency_ms":33.865457999993964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332654665909866,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1996","prompt_sha256":"340142ed513ea4f39da29101d432b1a20ab2bfe5c0b3ba1fac14d074c4bda0fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1246332874541816},"components":{"alpha":1.0,"bonus":1.1246332874541816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1246332874541816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5374,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a2ebdeb816141bee3c28ed3344847ba10bf6129dc94037f43222ed51fd37764","formula_version":"titan-u-contract-v1","latency_ms":28.94729099999438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0912999541208481,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2367","prompt_sha256":"ba3fd16cd06519490e8d8851c5781bc30a75506a52ee19e38a074edebb1987d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"f74491b23e5168f33c3b9fddd047d57930c9cee1b7956b1e9669fdcc761afe8a","formula_version":"titan-u-contract-v1","latency_ms":30.19704199999751,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1601","prompt_sha256":"0b13ff716bc07d8f7d4712984aafc5686a26fd9cf3c12e48ee8c783a50dbf733","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064577531376884},"components":{"alpha":1.0,"bonus":1.064577531376884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064577531376884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6f23a1e0581015bf8757b1981e51d9af69d335ac892d49ec650fc3428ca5888","formula_version":"titan-u-contract-v1","latency_ms":31.412708999994265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312441980435505,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2729","prompt_sha256":"a7cd0d8aa8f1eb367565361772a6ebccc130ee1e25620b53f564e77de924efa8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652207847730453},"components":{"alpha":1.0,"bonus":1.0652207847730453,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652207847730453,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4966,"eligible_count":122,"excluded_count":18,"feature_sha256":"90040d8307b191b94769f88cfd3e65cbaec069277fd1c295042a8c67c97bd786","formula_version":"titan-u-contract-v1","latency_ms":34.32287500000086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318874514397118,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3401","prompt_sha256":"243b049e3b7495ec8c02975e99346b9523b805874df0004df3087c50810099a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649348021416616},"components":{"alpha":1.0,"bonus":1.0649348021416616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649348021416616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4912,"eligible_count":122,"excluded_count":18,"feature_sha256":"907eaeb9255f2920af01cecfd17968ae7d022ed22f164c2b2a13024a93b7f296","formula_version":"titan-u-contract-v1","latency_ms":25.0701659999919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316014688083281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1106","prompt_sha256":"bb2cfe0fc4e25c5e2829d4029ddbc1fcc71f131d48fe8cf51616a7e9e8d05f41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660353865198375},"components":{"alpha":1.0,"bonus":1.0660353865198375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660353865198375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5102,"eligible_count":122,"excluded_count":18,"feature_sha256":"faebf3a6d0b9f6fb2d3aea3b27ab1b6e09d6304152ca822df0f2f95a1eb2eb0c","formula_version":"titan-u-contract-v1","latency_ms":24.998999999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032702053186504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4182","prompt_sha256":"5012e98eb576cf4f37e8970a9ae0116a5417f9e39525896a190e8d8d6e499d43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660875059358401},"components":{"alpha":1.0,"bonus":1.0660875059358401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660875059358401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5110,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0c554176abf4fe2b1dafd8c031bc07d9660424ca7406802a7aebee33d615edc","formula_version":"titan-u-contract-v1","latency_ms":24.403000000006614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327541726025067,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2757","prompt_sha256":"b18f9d1ae7a33d1d0a3cda87600fea530e8273623fdc50b0a70ac9b0684bcbf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064727110724857},"components":{"alpha":1.0,"bonus":1.064727110724857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064727110724857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"9057b88eee608540d8f67db9f23b3abf97c9db9945bd082a794b4f312dfd7499","formula_version":"titan-u-contract-v1","latency_ms":26.102041999990888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313937773915236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2739","prompt_sha256":"7dd580c1108d24ebd4183ab5375cf757b833da454eadd59d0aefe28ed4712e95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671969747017183},"components":{"alpha":1.0,"bonus":1.0671969747017183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671969747017183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5276,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d51d9430133ffc912600cf12e6c8ed6dbfb8cf1404615a8cc29241421d69e7b","formula_version":"titan-u-contract-v1","latency_ms":24.773707999997896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338636413683848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2839","prompt_sha256":"64955e843b614f88b302f7d2fb62f13f5834da2fe770934f4be81f583233f602","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668661210819752},"components":{"alpha":1.0,"bonus":1.0668661210819752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668661210819752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5222,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e625335887b9f7d9dc86b1cceabfb8c078a1d4c3adbab8e01abd54bfdb8cbb3","formula_version":"titan-u-contract-v1","latency_ms":27.690792000001352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335327877486418,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1445","prompt_sha256":"374c0b4a165e2cc821c53c731704827d885aec1033ef817ed86a1c01a750a281","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ca678327614b9c6b70bc08d91755ed408db2dca2da7ceaba6244994b97692f6","formula_version":"titan-u-contract-v1","latency_ms":23.71916700001009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2205","prompt_sha256":"d5cc50e0ca72c1ee3f772000cb19015dc199a092234a9c2997d0cc26aedad3de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890745},"components":{"alpha":1.0,"bonus":1.0649094004890745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"e553b0f416ec5c7c269252f9709da0cfeaeefecf156ceaf9db225598ee7417fd","formula_version":"titan-u-contract-v1","latency_ms":25.655541999995535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031576067155741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1490","prompt_sha256":"c046ea4977ebd9c393c243f08885af2dcbb266632cac1e14d69baeeb188c5775","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666915886574242},"components":{"alpha":1.0,"bonus":1.0666915886574242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666915886574242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5198,"eligible_count":122,"excluded_count":18,"feature_sha256":"666b8af861450e1ee42e27ccf2e58e0a4797ec33b579c03538a3064a7621ef7f","formula_version":"titan-u-contract-v1","latency_ms":25.955542000005494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333582553240908,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2778","prompt_sha256":"cd0b90f2e02010499755f7c4bcd638cfc95a89af07e022dae8010b1c11c0dbca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722715520100308},"components":{"alpha":1.0,"bonus":1.0722715520100308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722715520100308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5795,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad42f66515065bad0b35d1176c0000014c4ebf8d4fc5ca1d9034f2cac31e58e3","formula_version":"titan-u-contract-v1","latency_ms":29.3717499999957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389382186766973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3325","prompt_sha256":"a96063e958d2fb4e493a197774286aeefc99c9207850c153b4a2a2c5731248e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130048},"components":{"alpha":1.0,"bonus":1.0648992910130048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4905,"eligible_count":122,"excluded_count":18,"feature_sha256":"c24405b8038bda437501d0c2b7c550b65b880bf22860882076fe2c88d476e334","formula_version":"titan-u-contract-v1","latency_ms":26.391042000000198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1728","prompt_sha256":"a0e8b734c83dcb8df5c5e77eae019d10446d7105c394a063366efdc5d12705d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655280711048865},"components":{"alpha":1.0,"bonus":1.0655280711048865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655280711048865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5020,"eligible_count":122,"excluded_count":18,"feature_sha256":"3213603e8356e7b9782ed99a6cf9cbf39caeb6f78dad3627e55732e021ac9882","formula_version":"titan-u-contract-v1","latency_ms":25.276417000000606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032194737771553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1760","prompt_sha256":"ca3f883e555da4445137a188615483f8ea0f02a71a3877c18906ad0c14d99737","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662938736577268},"components":{"alpha":1.0,"bonus":1.0662938736577268,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662938736577268,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5141,"eligible_count":122,"excluded_count":18,"feature_sha256":"481ef59d7fe740223d939e481b177911eec8b05eed4c705ff8a974d6e569fbc1","formula_version":"titan-u-contract-v1","latency_ms":29.607499999997344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329605403243933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3762","prompt_sha256":"6d65db18fb7c3294f41a23685b49a61344f74f1caea321e9b7cf74c5f640a1aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666915886574229},"components":{"alpha":1.0,"bonus":1.0666915886574229,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666915886574229,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5198,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e45b42ddd2a5d943c32810511ca2f98f88b977f55db6daf14a61885f0839afc","formula_version":"titan-u-contract-v1","latency_ms":33.78595800000994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333582553240894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3791","prompt_sha256":"855cc33a8c1e205a8960607d203d0ef2c65ba363a97ada0aca9615d7eebd10fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651553913924952},"components":{"alpha":1.0,"bonus":1.0651553913924952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651553913924952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4954,"eligible_count":122,"excluded_count":18,"feature_sha256":"553fa62fd81b6f361a8d65e4d172692f4a1c30b08d9dc87c98c4b55379149063","formula_version":"titan-u-contract-v1","latency_ms":24.96516699999063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318220580591617,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3574","prompt_sha256":"bbd4546527db4d68d6c76e7a1ed5d87ce387be839b0e11d1309ca7c226570209","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685628344884543},"components":{"alpha":1.0,"bonus":1.0685628344884543,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685628344884543,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5431,"eligible_count":122,"excluded_count":18,"feature_sha256":"4cf3151dea67f9607d464fd59e4cdf259030b983356430939110bbd9ba42f31c","formula_version":"titan-u-contract-v1","latency_ms":25.06379199999742,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035229501155121,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4350","prompt_sha256":"a75da70d15d8d5e50280389f88d94842bc7fbb1f08cad00ac7df2bb5c532ac9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671816306573592},"components":{"alpha":1.0,"bonus":1.0671816306573592,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671816306573592,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5264,"eligible_count":122,"excluded_count":18,"feature_sha256":"e818b653b859569d88d5a60017e29057f36dbe57c5b4f7b2d5b56ea43ebb21f7","formula_version":"titan-u-contract-v1","latency_ms":30.47591700000396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338482973240257,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2689","prompt_sha256":"4e08b4308f92557e7b0fdb0ac8778b32feb53e044191ee77e92d9219bbf53148","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067719623924043},"components":{"alpha":1.0,"bonus":1.067719623924043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067719623924043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5332,"eligible_count":122,"excluded_count":18,"feature_sha256":"a645cf13291879262eefdadfc74a4696daa2dd25117b051b23587b078c3a7a40","formula_version":"titan-u-contract-v1","latency_ms":33.32770800000162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343862905907095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2746","prompt_sha256":"f34a0e063ad75de69ad8e18ae7c3947f459f5f04b49191f9bbf063ce232b2173","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647559909728144},"components":{"alpha":1.0,"bonus":1.0647559909728144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647559909728144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4876,"eligible_count":122,"excluded_count":18,"feature_sha256":"1720a9efd732005cf69aaa469b1c078a26ccf3143884bc4c3155990a91c195ff","formula_version":"titan-u-contract-v1","latency_ms":28.10891699999729,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031422657639481,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3187","prompt_sha256":"6e02d2cdfb24ebc40bab7ccf41f2cb0d755e5473214c24a929d21df34c9e1874","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657324689210232},"components":{"alpha":1.0,"bonus":1.0657324689210232,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657324689210232,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5054,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a0fbe586654b3368a9bdf9b938833347a8b064bfc27b674a291e4778e105c17","formula_version":"titan-u-contract-v1","latency_ms":32.09970800000406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323991355876898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3660","prompt_sha256":"cba679a69510077b77f46581ae0d45980d651ffb0b8e9a3c8e0fd9f0ac44907d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658566427116267},"components":{"alpha":1.0,"bonus":1.0658566427116267,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658566427116267,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5074,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d19731892763e3ee7d841a349b9df0259b6eb219cba0bdaba507ab543430a0d","formula_version":"titan-u-contract-v1","latency_ms":25.59066700000301,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325233093782933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2316","prompt_sha256":"df444332cfa33abf10a1af1f04681ea0ac882f54e2b72924f2a8e717ae2a41f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652928147931913},"components":{"alpha":1.0,"bonus":1.0652928147931913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652928147931913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4979,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ec4d12877474623627b8ac107540b593159875df9c4390a48faceeed9bf9d59","formula_version":"titan-u-contract-v1","latency_ms":26.870125000002076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3623","prompt_sha256":"7346e4deb792791e0fba9de268b6e8f8956c22d83b2359d1868bebfec8b6e6c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064487850006989},"components":{"alpha":1.0,"bonus":1.064487850006989,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064487850006989,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4818,"eligible_count":122,"excluded_count":18,"feature_sha256":"978cc4fa16caa8f28c910fb5a03289f35ac1a621c6704fcab1d5777aa4d46f79","formula_version":"titan-u-contract-v1","latency_ms":25.36433299999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311545166736555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1795","prompt_sha256":"b78cf09e55fc512878ef49dd297b668012bd9193467c18024bb27231adaa1ede","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066239947197628},"components":{"alpha":1.0,"bonus":1.066239947197628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066239947197628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5133,"eligible_count":122,"excluded_count":18,"feature_sha256":"c39b580c7ab3fce581defa225054d731ed2cd559b77f768ed05b2e6f14320b69","formula_version":"titan-u-contract-v1","latency_ms":25.86183300000755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329066138642946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3838","prompt_sha256":"c835f3d43b9331d7c9e66b69f95827273448a2cc621a88d7b47d6aa4422185e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698466632244548},"components":{"alpha":1.0,"bonus":1.0698466632244548,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698466632244548,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5568,"eligible_count":122,"excluded_count":18,"feature_sha256":"049fe682e2646d4ad3aa30eaa984673c439418c222a6d05e4cd7df091e843757","formula_version":"titan-u-contract-v1","latency_ms":24.832083999996257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365133298911213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1479","prompt_sha256":"f6d44a653a98d156f8eafd1ab77ca6fb4b09f59112d4debc42f841e00e5cbd98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664376483472908},"components":{"alpha":1.0,"bonus":1.0664376483472908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664376483472908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5162,"eligible_count":122,"excluded_count":18,"feature_sha256":"539c76a6265c2180a7c42171a0f6e5c085d8dcaf9196521a3700d60321e2f068","formula_version":"titan-u-contract-v1","latency_ms":23.946249999994507,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331043150139574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4177","prompt_sha256":"a3a8672ee76ec8d85947de068b56b7bce44ad1148a5d8384cf50e8c63a6b741d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651988700766162},"components":{"alpha":1.0,"bonus":1.0651988700766162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651988700766162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4962,"eligible_count":122,"excluded_count":18,"feature_sha256":"62db8e572a40d46c8335e6c29f80d516bc8e253c59b24dd62fdea2bb24d5a541","formula_version":"titan-u-contract-v1","latency_ms":26.033416000004195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318655367432827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2418","prompt_sha256":"b7b680e7fe803451e76c27ffc3f140b43a08b4f7c9187fcf20858c4e3c0c3662","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066100608672793},"components":{"alpha":1.0,"bonus":1.066100608672793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066100608672793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5112,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ba5d856cf3b6f447a42e6aafb72b21a8a42fdc7c43f588edded8602e3a037c5","formula_version":"titan-u-contract-v1","latency_ms":27.22120900000391,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327672753394597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4016","prompt_sha256":"5cb277632c84405663d935396f529be78a3158c7348560dd32aad2e39d160905","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1311068141426792},"components":{"alpha":1.0,"bonus":1.1311068141426792,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1311068141426792,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5975,"eligible_count":122,"excluded_count":18,"feature_sha256":"97e7b7b549994f4ad96194c53fb669e7e7e99c1a911993ce21c6370d76bd4b39","formula_version":"titan-u-contract-v1","latency_ms":35.71254199999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0977734808093458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3739","prompt_sha256":"2b8cec779eab0d6fb733baf958520e525dff7f38ecf2decedf6e95d743122c72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4968,"eligible_count":122,"excluded_count":18,"feature_sha256":"45ada64edccb8f5eb6422fdb20c017129ddfbd8b1dfe2b00d7d792d6ef644cf0","formula_version":"titan-u-contract-v1","latency_ms":25.4386249999925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_4322","prompt_sha256":"8346bdef6a756e6a2e2fac7abedca6721ca160383bbe0cf22f8d6dc159e7c36b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067662692520442},"components":{"alpha":1.0,"bonus":1.067662692520442,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067662692520442,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5325,"eligible_count":122,"excluded_count":18,"feature_sha256":"8595a2c5000dbbcde91700572ac2a4ed0736dd9a0a1b68d755b5cc4063352722","formula_version":"titan-u-contract-v1","latency_ms":23.45483399999182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343293591871086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_2563","prompt_sha256":"86dcaf534501b52eb6863b7188297e5381009b3613fe9cd79317c55720d4c972","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064313158802427},"components":{"alpha":1.0,"bonus":1.064313158802427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064313158802427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bb70cd31bf349b13900744a517f976d5c9d8e3db819f1a2b9209ff7d6a00baa","formula_version":"titan-u-contract-v1","latency_ms":30.39491600000588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309798254690936,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_1711","prompt_sha256":"776694c8690a564aab1d68a081f8852bf309b6bbf0790cc61cc63a03876ec5dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.130961758858362},"components":{"alpha":1.0,"bonus":1.130961758858362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.130961758858362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5963,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b869a0474eebc1b37d56835a496ac1d45a6e8963d035dd4bbe0557614ddf06a","formula_version":"titan-u-contract-v1","latency_ms":31.834583999994948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0976284255250286,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-QA_3882","prompt_sha256":"ab168260b157714c55291b9808370a5256667c5fc8f0f77c9d2b843429426ecf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738639382214583},"components":{"alpha":1.0,"bonus":1.0738639382214583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738639382214583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5934,"eligible_count":122,"excluded_count":18,"feature_sha256":"41cc781724dff8e09b6e8b49e8280e78e488eaadac99eba5befc973c3ca0ee34","formula_version":"titan-u-contract-v1","latency_ms":26.939291000005028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405306048881249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8004","prompt_sha256":"1751b64713f72c2e06064b2d5750f931f6ae9ae6bd23648e854516e9c4f22aaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708058625691679},"components":{"alpha":1.0,"bonus":1.0708058625691679,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708058625691679,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5670,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbf5906775dfc345cde52b453ec0abe4958850f317b78dd6f715cf5d17765425","formula_version":"titan-u-contract-v1","latency_ms":27.762375000008888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374725292358344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4667","prompt_sha256":"66be850dc96e226bb7a81cb4711ed566af6b00bd50c7ea32d05b36cd318f7b2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067598063411507},"components":{"alpha":1.0,"bonus":1.067598063411507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067598063411507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5323,"eligible_count":122,"excluded_count":18,"feature_sha256":"505ebc0b8fd1691b94d62f9f5cade2eee02f95ec0751e4f03d895c515fbd6f84","formula_version":"titan-u-contract-v1","latency_ms":29.58870800000568,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342647300781735,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8028","prompt_sha256":"064350d2c36a609d5bc8468a85b4d3b377fe455af303d957beecd3cd0fe85351","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771980471633338},"components":{"alpha":1.0,"bonus":1.0771980471633338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771980471633338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6186,"eligible_count":122,"excluded_count":18,"feature_sha256":"b65be6506c08ac2d0a66d041387028458632b68b83b30dca36955f0f9e6f3d44","formula_version":"titan-u-contract-v1","latency_ms":124.2296670000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438647138300003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5427","prompt_sha256":"9300cfe576d2b8ace25afcc91eb4f80a7cc161b0f8b36677445f50704c03251f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684129914562532},"components":{"alpha":1.0,"bonus":1.0684129914562532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684129914562532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5420,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bbefbec0a0f464481c1658febba2003395776a30dfee9d6cbb69779dc56d68b","formula_version":"titan-u-contract-v1","latency_ms":38.7841250000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350796581229198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6541","prompt_sha256":"447ef67a99dcc18370b9e79105c43611d8b93f7ca16ff5ba68cfa132438dc21b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682652409397209},"components":{"alpha":1.0,"bonus":1.0682652409397209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682652409397209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5403,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e544b0fc44172b79e7b885cd1d4c67365608591f15445e69c69fe7ebd221b5f","formula_version":"titan-u-contract-v1","latency_ms":45.66204200000357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349319076063874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9047","prompt_sha256":"18426677a865c2b6cb56d66c37dc7fdf9c1911dc6f19d0eee157aae4b05c0738","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0912076201679037},"components":{"alpha":1.0,"bonus":1.0912076201679037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0912076201679037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7024,"eligible_count":122,"excluded_count":18,"feature_sha256":"86dc362f98a827143d029f9e7532e80a03f15bcd421f8b6094ef8fc5c798b4b0","formula_version":"titan-u-contract-v1","latency_ms":32.862500000007344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0578742868345703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8823","prompt_sha256":"06379ad833b0fd502bc1e1414e2cf15ee2770789d885b9fe47be7e627f2d8c6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077714628420948},"components":{"alpha":1.0,"bonus":1.077714628420948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077714628420948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6220,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f67ac03ce42d7f668f7a1c61082fb71a0e618c1291c83bb372590431fd47759","formula_version":"titan-u-contract-v1","latency_ms":30.914292000005617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443812950876146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7362","prompt_sha256":"f18f844501649a962240c48eefcbe293be9e2334688ca672f1a4aaf456c7270e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0913870904724867},"components":{"alpha":1.0,"bonus":1.0913870904724867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0913870904724867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7033,"eligible_count":122,"excluded_count":18,"feature_sha256":"eae2bb17e42c4a24dbe6a303e91cfb06f95c838db709043c6cbd5b45152ad265","formula_version":"titan-u-contract-v1","latency_ms":38.911916000003544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0580537571391533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8865","prompt_sha256":"0bdb71fd082d0b7ef7f8919157dd6d502fde1f08e4a2eb99d380360876ee3bee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1310220799403077},"components":{"alpha":1.0,"bonus":1.1310220799403077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1310220799403077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5996,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c8b2eb0506934cbc5eb44371116801415feee7e65e3bd0fecc8e547ce731ebf","formula_version":"titan-u-contract-v1","latency_ms":32.604208000009294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0976887466069742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5381","prompt_sha256":"70cb30382cc9ee9c1fa152d01f182689e07c5922b186f726d9b68520a18e8502","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0817977080998094},"components":{"alpha":1.0,"bonus":1.0817977080998094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0817977080998094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6491,"eligible_count":122,"excluded_count":18,"feature_sha256":"65989217351557e1e4218651b679ec2120c44d7829283a4be2c294ec75695b87","formula_version":"titan-u-contract-v1","latency_ms":42.48441599999353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048464374766476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9256","prompt_sha256":"35fdd1a419bc5bafb39aec0bcde73d8977dbe716a412de1a883864dc4966014c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070369420019322},"components":{"alpha":1.0,"bonus":1.070369420019322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070369420019322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5628,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2d23c3eef95e2a929b434abd675422b293233a882a72f04d7e9dad850f71f04","formula_version":"titan-u-contract-v1","latency_ms":27.57795799999485,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370360866859885,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4637","prompt_sha256":"fb4033d62904f7b11d2f46ef8332d10fc4443ec84e74047fd31bd5105c29ab18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06774413192019},"components":{"alpha":1.0,"bonus":1.06774413192019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06774413192019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5341,"eligible_count":122,"excluded_count":18,"feature_sha256":"b244a874cbbdb2bfd6b93d92f6acc89ae4e41d3a8791bd53f953e73727b638ee","formula_version":"titan-u-contract-v1","latency_ms":25.593000000000643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344107985868565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8030","prompt_sha256":"ccbf706422ed802354a612165f7b7f1e383be799eaf55938652020fa19847a36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673676769569613},"components":{"alpha":1.0,"bonus":1.0673676769569613,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673676769569613,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5294,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b27d07e3d78968cf4107b62105ddfba78514912432f6334ae8a7c6ba73f7ae0","formula_version":"titan-u-contract-v1","latency_ms":27.184292000001165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034034343623628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8069","prompt_sha256":"257c13db506a5448a1993166b0526d1f884ea43ab9329ee621bc7eb24ae14fc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.084727878461921},"components":{"alpha":1.0,"bonus":1.084727878461921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.084727878461921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6660,"eligible_count":122,"excluded_count":18,"feature_sha256":"be36b5b83f1b2650719839d5598185fefeca314cc53140c8d7d71a218c305112","formula_version":"titan-u-contract-v1","latency_ms":27.647791000006805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0513945451285875,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5055","prompt_sha256":"2b207bd3aad359b5b33e943b5cc02805d7a083076b2aa8cba3370fe9f86e01e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743166759910692},"components":{"alpha":1.0,"bonus":1.0743166759910692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743166759910692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5970,"eligible_count":122,"excluded_count":18,"feature_sha256":"251f5a42240233397b68ac477db514c8938ba77bd85e066299ab6e13419d37c1","formula_version":"titan-u-contract-v1","latency_ms":27.124416999996015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409833426577357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6404","prompt_sha256":"7d82ef6c926b39aea63d734f1e947a093630111b30c05c157c56e3b987189359","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707637497657918},"components":{"alpha":1.0,"bonus":1.0707637497657918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707637497657918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5666,"eligible_count":122,"excluded_count":18,"feature_sha256":"9756c0c4594e313f4d27ab10d7360dfed05b199546fae74b414110e61845151f","formula_version":"titan-u-contract-v1","latency_ms":23.75200000000177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374304164324584,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4651","prompt_sha256":"b56feebfc3503d08e3991d1cb372a3bc7efa8ed897d38349d0563bf723d8654d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685983956800607},"components":{"alpha":1.0,"bonus":1.0685983956800607,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685983956800607,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5441,"eligible_count":122,"excluded_count":18,"feature_sha256":"e45897ae6a972c1f52e5b9a7d06904439dfc7766ad7d73b5074ea425eecaa70a","formula_version":"titan-u-contract-v1","latency_ms":25.2515829999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352650623467272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9006","prompt_sha256":"802558d814423d69e2643b43973327d9144580e9ebbfed6d3a70699941241e1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07100746962848},"components":{"alpha":1.0,"bonus":1.07100746962848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07100746962848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5687,"eligible_count":122,"excluded_count":18,"feature_sha256":"c731c7b7a603ecd4d87acd617293498b689a06c12788a630a11ed7f43913f40f","formula_version":"titan-u-contract-v1","latency_ms":26.39704199999926,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376741362951465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7466","prompt_sha256":"c357d0b0b83ea7ebfc16991137ad421afc048cb9bc86b1ac823fe4a9061f013f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067801571132248},"components":{"alpha":1.0,"bonus":1.067801571132248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067801571132248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5348,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbc70bdc6e238978e8d99cc0fb16cd461b2439c844aefc5b79e4fc8044cf2d92","formula_version":"titan-u-contract-v1","latency_ms":27.608874999998534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344682377989145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8960","prompt_sha256":"f3fa764e6fa77c06e74cb807dd68a330142396a9e001c99b838b55977b40c898","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679091867991397},"components":{"alpha":1.0,"bonus":1.0679091867991397,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679091867991397,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5361,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9edec0aeeae192c820af1df2b7d969af13760f63b142a857efd0d54b5c637a1","formula_version":"titan-u-contract-v1","latency_ms":28.86766599999646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345758534658063,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8938","prompt_sha256":"576276e0ba30f69150d9b1629f77e69f1930ab666c37e5fcc28c4c69f1f9bbad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0857028973204408},"components":{"alpha":1.0,"bonus":1.0857028973204408,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0857028973204408,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6715,"eligible_count":122,"excluded_count":18,"feature_sha256":"06540032c293a10edaa8c8b94b987f3028651907fc2a70a41b01088bbe946726","formula_version":"titan-u-contract-v1","latency_ms":26.64445799999271,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0523695639871073,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9314","prompt_sha256":"24b5b7b5ae26549e9aee027d4a413dc6272e45ea5c7eaaa1857ed8f6177be30f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0865708818342226},"components":{"alpha":1.0,"bonus":1.0865708818342226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0865708818342226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6779,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b1b449bdf1accf5c8668efde7f776159f3f2441984b1aafff86abbc5e7f25d4","formula_version":"titan-u-contract-v1","latency_ms":27.91566700000203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0532375485008891,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6236","prompt_sha256":"0c404ede156f74587bfcb842692aa889807745eff9691e20da7ae37f9becc67f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0844307406422966},"components":{"alpha":1.0,"bonus":1.0844307406422966,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0844307406422966,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6643,"eligible_count":122,"excluded_count":18,"feature_sha256":"df8abd4d5f6853bb272e7b9a8d0d4de0b5369e12d58c982bf96bdf31c5d1972e","formula_version":"titan-u-contract-v1","latency_ms":28.361583000005908,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0510974073089632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5101","prompt_sha256":"d3af9a252c77204a73bede2f2ef08ce66021eca30efb845f86947e4f9bd471d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.087399021892378},"components":{"alpha":1.0,"bonus":1.087399021892378,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.087399021892378,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6824,"eligible_count":122,"excluded_count":18,"feature_sha256":"554b372ba909753f2720df95093b337bcc04ef89fc9df317c20a580a5c042a99","formula_version":"titan-u-contract-v1","latency_ms":26.058290999998235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0540656885590445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6274","prompt_sha256":"e8a4c55e47b80fd67dd25d76f7fceee8a08b543f56a5f0a7dc2a3391c6064896","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0857387462000236},"components":{"alpha":1.0,"bonus":1.0857387462000236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0857387462000236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6717,"eligible_count":122,"excluded_count":18,"feature_sha256":"993128172af124df7c4cf823cbc605bdd424c3781550aacd0e5ddba38856a72e","formula_version":"titan-u-contract-v1","latency_ms":28.579290999999785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0524054128666902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7208","prompt_sha256":"41ed7526b6255fda3b8a9957e5deed8ace891521432e1aa023038237af461d55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1321495042616943},"components":{"alpha":1.0,"bonus":1.1321495042616943,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1321495042616943,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6064,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa0f35b21c008d8174a8fb2ecff9046735871726e915673abf202a9dd3e80183","formula_version":"titan-u-contract-v1","latency_ms":30.56429200000821,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0988161709283608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8516","prompt_sha256":"cff8dda4d700be4a72d33e59599467fd657a2f4cc52c5483a7aea8675c5ea969","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0915070430372862},"components":{"alpha":1.0,"bonus":1.0915070430372862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0915070430372862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7039,"eligible_count":122,"excluded_count":18,"feature_sha256":"4087b21444a2eb67433edc7dba51ef52032f144cae7dd43de151ea40abb0b89a","formula_version":"titan-u-contract-v1","latency_ms":32.88612500000454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0581737097039527,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8873","prompt_sha256":"35c8523a34b51ef0b5c9fed3bc84cbb79bc6d4c978f3e003c515a01c9acb5cc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06768704816182},"components":{"alpha":1.0,"bonus":1.06768704816182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06768704816182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5334,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a05c5139785936b70d38206f55719c820521b5d198fa6fdcb6cd5974ee446ff","formula_version":"titan-u-contract-v1","latency_ms":39.59499999999139,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343537148284865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8099","prompt_sha256":"b5de06c1686fe6f239aa905adb67b5f194b04b6c53d2b349322f2de4368e191f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718286105121937},"components":{"alpha":1.0,"bonus":1.0718286105121937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718286105121937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5762,"eligible_count":122,"excluded_count":18,"feature_sha256":"ebe8169879b537ae4a1e187edb31fd5a29dfc08c9a506c35e9810582e530afa5","formula_version":"titan-u-contract-v1","latency_ms":34.059791000004225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0384952771788603,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8806","prompt_sha256":"8c46e2035b563b042470a0944b57c6dde315a84aa6624c29ab115cbb900b4bef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1321622047270863},"components":{"alpha":1.0,"bonus":1.1321622047270863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1321622047270863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6065,"eligible_count":122,"excluded_count":18,"feature_sha256":"b289473bb197264aee950fb1051804eedbd6d2f1ba497dd74b0133cbdc1800a3","formula_version":"titan-u-contract-v1","latency_ms":35.823082999996814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0988288713937528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8486","prompt_sha256":"70bbe5edf0a4f9d6b8323362936100e90718b20c4213d2690a7ad8de919017e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756360908783231},"components":{"alpha":1.0,"bonus":1.0756360908783231,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756360908783231,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6085,"eligible_count":122,"excluded_count":18,"feature_sha256":"5faf59fd3673b07c20c5ce29dcc554e38ac27f9ded865fc96e9c7a3a8c09d8a7","formula_version":"titan-u-contract-v1","latency_ms":26.58850000000257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0423027575449897,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5360","prompt_sha256":"13202986e36a3291bc1b8e74af0c48cfcaa0475f77e1218c3c684026d9718415","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683606052323804},"components":{"alpha":1.0,"bonus":1.0683606052323804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683606052323804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5414,"eligible_count":122,"excluded_count":18,"feature_sha256":"fcf80c6e557cebca7a9ddb110113f3654351a2d6f08c6e0fcd1ef5284c40e25c","formula_version":"titan-u-contract-v1","latency_ms":31.103083000004972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035027271899047,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6503","prompt_sha256":"1f95fbf3e274dd79b1b9b966ab2422f2c72a3e759669ca70fdae474c86d4dfb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068230780309199},"components":{"alpha":1.0,"bonus":1.068230780309199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068230780309199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5399,"eligible_count":122,"excluded_count":18,"feature_sha256":"532e63c4319f320c43a720b2f49f31e32dfd6a0b2fc5a57dc3434ce48a428c98","formula_version":"titan-u-contract-v1","latency_ms":29.799124999996707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348974469758656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8968","prompt_sha256":"9e83ad2173810735b51279e762ea38758030120e698bd980d181b119ea01cae3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0917878829012528},"components":{"alpha":1.0,"bonus":1.0917878829012528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0917878829012528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7053,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5307fa93dc56a64ec45e2b8e1fce9cfe74313b64a79440ac795f185de148eed","formula_version":"titan-u-contract-v1","latency_ms":29.273583000005488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0584545495679194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8810","prompt_sha256":"afa24b1f0ddfa8740bcab9f1bd0a150c7327487a97756164d2006e3838231536","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676789223591518},"components":{"alpha":1.0,"bonus":1.0676789223591518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676789223591518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5333,"eligible_count":122,"excluded_count":18,"feature_sha256":"61eddedaa43bdb3e2332f684e9b6b3e93a0928ef108da91012f6c41a02fb0608","formula_version":"titan-u-contract-v1","latency_ms":23.29429199998856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343455890258184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6797","prompt_sha256":"2fbc8a6333d8fb91ea8bb6633d3119d84dd41e2166d8d2cf7e315d70aaf9f2b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070410438949705},"components":{"alpha":1.0,"bonus":1.070410438949705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070410438949705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5632,"eligible_count":122,"excluded_count":18,"feature_sha256":"86c51e4f15d21edca2294ce4829ad259143b8f1007bce5c2d6476ae850c19c07","formula_version":"titan-u-contract-v1","latency_ms":24.389249999998697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370771056163715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4632","prompt_sha256":"fdb39be4b053991027619621757898f5e097a4ba4d71d3a898d377b9e49fa853","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697974253334133},"components":{"alpha":1.0,"bonus":1.0697974253334133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697974253334133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5569,"eligible_count":122,"excluded_count":18,"feature_sha256":"d87352706251c63fb78484e76406e7c799dd000637dee4faa18777c3abed96b9","formula_version":"titan-u-contract-v1","latency_ms":25.06691700000374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364640920000798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5188","prompt_sha256":"1836d7d80398a98ee35b33e78df4cf5fff393834fbe422fa1dd0a8a3a22ff794","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754888750296305},"components":{"alpha":1.0,"bonus":1.0754888750296305,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754888750296305,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6060,"eligible_count":122,"excluded_count":18,"feature_sha256":"9656d87939003fa4f5cd8c26e4e0ec7e73f5b5ed5a9b249a9d5997f0c9032b5a","formula_version":"titan-u-contract-v1","latency_ms":24.69495799999777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042155541696297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8102","prompt_sha256":"9dd554e874490bfb6c3e69b7dbdda0cea9b4a1ee8617bb217f2f5ffcdcab4d13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698861833449855},"components":{"alpha":1.0,"bonus":1.0698861833449855,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698861833449855,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5578,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f5cf60d1e48dc5f277d15ab137212588ac75ec4c0c59728832c41d5bb9c3450","formula_version":"titan-u-contract-v1","latency_ms":23.22495800000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036552850011652,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5194","prompt_sha256":"3fd7f994ae0eb4fb15a2d8c02f82f6ce394e3a934fb18eb927a3919f48f1ded8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067678922359152},"components":{"alpha":1.0,"bonus":1.067678922359152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067678922359152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5333,"eligible_count":122,"excluded_count":18,"feature_sha256":"2914ff4c73014b749e5565f64b6c18324b58a1adac85202eb038e665bbeace81","formula_version":"titan-u-contract-v1","latency_ms":23.875500000002603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343455890258186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6847","prompt_sha256":"d3daaffb89986ce334978e260871cc833b894f0cfd47c51aa7eda383a12874dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686430099956206},"components":{"alpha":1.0,"bonus":1.0686430099956206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686430099956206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5446,"eligible_count":122,"excluded_count":18,"feature_sha256":"fac7773c41a72ece89eae0766a7ad638d17488e8788f927ca3d3a55d4fa7c942","formula_version":"titan-u-contract-v1","latency_ms":23.705957999993643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353096766622871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6549","prompt_sha256":"23b045382151613ee75dfc7febb607b5fe10615fa8f665855a13bff88d811f4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722715520100308},"components":{"alpha":1.0,"bonus":1.0722715520100308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722715520100308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5801,"eligible_count":122,"excluded_count":18,"feature_sha256":"7992350f66f31adec7069896302b05afc90b4500fa97fb2a1726b617ec3218a7","formula_version":"titan-u-contract-v1","latency_ms":23.26887499999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389382186766973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8769","prompt_sha256":"841d4e590ae604f7d38da6a5070a65f6ba434296e65fac66b6529d7473d1655f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068153667696039},"components":{"alpha":1.0,"bonus":1.068153667696039,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068153667696039,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5390,"eligible_count":122,"excluded_count":18,"feature_sha256":"72631bbc50f7743422a8af21cf4c457858be51294af3498f21ce4a1cc0dfc869","formula_version":"titan-u-contract-v1","latency_ms":23.98704200000168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348203343627056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4928","prompt_sha256":"36076ab79e8e6bb40faaff969686cc220bdcedec39af9174dd84cbdbdb9ec196","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0915070430372862},"components":{"alpha":1.0,"bonus":1.0915070430372862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0915070430372862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7041,"eligible_count":122,"excluded_count":18,"feature_sha256":"4087b21444a2eb67433edc7dba51ef52032f144cae7dd43de151ea40abb0b89a","formula_version":"titan-u-contract-v1","latency_ms":31.331250000008026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0581737097039527,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8854","prompt_sha256":"33312f0e984781ee26a2063638fe62e794ea194245243af3d2d72817191fbc0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.093027050357172},"components":{"alpha":1.0,"bonus":1.093027050357172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.093027050357172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7098,"eligible_count":122,"excluded_count":18,"feature_sha256":"8083b5ae15fddd31657b261f076d6b805bbbdcdb25f1c52e1a6dd77ce252a8d4","formula_version":"titan-u-contract-v1","latency_ms":27.97574999999597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0596937170238385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5027","prompt_sha256":"094508201f793ea90713329a2fa4e6ada654d9ef447addfd6828f6649734aa1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727371678328292},"components":{"alpha":1.0,"bonus":1.0727371678328292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727371678328292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5841,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc6607932fb8eba4b74117d6e181324ae9097f33881b7c7594ee9908d711538a","formula_version":"titan-u-contract-v1","latency_ms":26.704875000007178,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394038344994958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8757","prompt_sha256":"53434cf969f7250431e81f9937a2b872e68dea2dd7b93ca4e1c6a52505adfa5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0914470361920912},"components":{"alpha":1.0,"bonus":1.0914470361920912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0914470361920912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7036,"eligible_count":122,"excluded_count":18,"feature_sha256":"2edd5d09107ff3fbaa955bca4c45d7959b92d12788582db241d80f0cea12c60c","formula_version":"titan-u-contract-v1","latency_ms":25.745791000005624,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0581137028587577,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8871","prompt_sha256":"d2f4068394ce400c89f998422b006df06fcbbb2d1bd97efba5cf96b643be19cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689879888532423},"components":{"alpha":1.0,"bonus":1.0689879888532423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689879888532423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5484,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cc27717b7319b2330053123d678e20eb81be2f8e52efc5dbe228c462dc8eacc","formula_version":"titan-u-contract-v1","latency_ms":24.605082999997308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356546555199089,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8608","prompt_sha256":"429cbb08d6890c1421aa830bc142639a1c533c50369954f97637ebcb2dad2f59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679091867991397},"components":{"alpha":1.0,"bonus":1.0679091867991397,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679091867991397,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5361,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef1174fb2f1d56bb696c8e14366139b6aaf2bee57d0b6e6b445760ef787ba2d2","formula_version":"titan-u-contract-v1","latency_ms":27.344333999991477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345758534658063,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9024","prompt_sha256":"6c6cb381032d0c0eb2a0ec61f80aff2db0f8ad24be5c09dfedb2633f5afeeb21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716833866632438},"components":{"alpha":1.0,"bonus":1.0716833866632438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716833866632438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5749,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecddc6a3732ddf10ef6086b7d25861775a3f555887590f94c5a7b9daed4e4936","formula_version":"titan-u-contract-v1","latency_ms":24.904042000002846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383500533299104,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8744","prompt_sha256":"8febce21ac4f1e953d385ebeb20fc4713f1db19a21d0930af90e576b510eb5e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755155776707745},"components":{"alpha":1.0,"bonus":1.0755155776707745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755155776707745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6076,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c62d7c793e1e94e83b61540910c8485ba003c6c756b0659631dc7a5b9ab2da0","formula_version":"titan-u-contract-v1","latency_ms":25.165291999996953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042182244337441,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5328","prompt_sha256":"9d7c54324ce59f55c57f01022bb0e7161342923b79d89c5512e59d07715dfbfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683258259129094},"components":{"alpha":1.0,"bonus":1.0683258259129094,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683258259129094,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5410,"eligible_count":122,"excluded_count":18,"feature_sha256":"523fc19ed21578b85007660c42b631a1b40764d2303494526ab09acf1358b933","formula_version":"titan-u-contract-v1","latency_ms":24.030208999988645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034992492579576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6507","prompt_sha256":"a0924d86165db8f75c9050fac3c28fa8d7cea1b22e266899fb34364d1b70e884","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0915070430372864},"components":{"alpha":1.0,"bonus":1.0915070430372864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0915070430372864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7028,"eligible_count":122,"excluded_count":18,"feature_sha256":"175c7fc70ebd16a04072830d0a40b2868b77024f8225b7d7ae5fc408c11c3762","formula_version":"titan-u-contract-v1","latency_ms":25.67650000000299,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.058173709703953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8890","prompt_sha256":"ae45716c280e2136720800b2a9876935fdd747f8ff11696b4fc604f44f819b3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0853992964860903},"components":{"alpha":1.0,"bonus":1.0853992964860903,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0853992964860903,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6698,"eligible_count":122,"excluded_count":18,"feature_sha256":"e288ed1a32855e1c33491d628db34e1772cbf0118837d8f596220ce13c880773","formula_version":"titan-u-contract-v1","latency_ms":26.586291000000983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.052065963152757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5119","prompt_sha256":"1f6bd7e47bad3931dd45abaafdaa7c9eddab1dbc20ea6d59257c4ddaf71b39b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770986636562128},"components":{"alpha":1.0,"bonus":1.0770986636562128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770986636562128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6177,"eligible_count":122,"excluded_count":18,"feature_sha256":"07aa39bcb2ea2031c1af930726a5580ea84ba3d8cc49fc8f29ea3afb576dc52c","formula_version":"titan-u-contract-v1","latency_ms":32.679708000003416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437653303228793,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7355","prompt_sha256":"69959c5649cd5222f077e63b90a3d83ef5239eba3f34d5906c91f0a9a99ade0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069448236825888},"components":{"alpha":1.0,"bonus":1.069448236825888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069448236825888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5533,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8894c2f1b406fb3fff73bf55ebf37a50e46ce1196da8c9538e8cca2aa524b80","formula_version":"titan-u-contract-v1","latency_ms":26.32529199999567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361149034925545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4539","prompt_sha256":"b25b7f678a28f47701249a57b69cce53c8d0e1fe359142b35c43f475586fe71a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085631282365242},"components":{"alpha":1.0,"bonus":1.085631282365242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085631282365242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6711,"eligible_count":122,"excluded_count":18,"feature_sha256":"65580da1f2424a40c9a249a3d9cc0de8c0575164db9190fc3652cf2245215e1a","formula_version":"titan-u-contract-v1","latency_ms":24.18425000000468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0522979490319087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9316","prompt_sha256":"4a68bd330ed536b9483ce419a4e261eeb69b47e4e6d82bd3545b6b73eafdf601","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090338139208429},"components":{"alpha":1.0,"bonus":1.090338139208429,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090338139208429,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6964,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ebbc2a25f05c5dbf26eadd3919607fe9fb09fcd95509fac9ab903fb7265d5e1","formula_version":"titan-u-contract-v1","latency_ms":30.563874999998575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0570048058750956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6044","prompt_sha256":"baa88ac4efe5507f28b5d1497388b60572999d7dd0bc256cdd80951c112f5377","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0857387462000239},"components":{"alpha":1.0,"bonus":1.0857387462000239,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0857387462000239,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6717,"eligible_count":122,"excluded_count":18,"feature_sha256":"5358b3b05ee06e08d3abed306b0f40a70fbf1aadd5c669cbc840a927f6586b0e","formula_version":"titan-u-contract-v1","latency_ms":26.92491599999869,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0524054128666904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5164","prompt_sha256":"0f626f7160b34483dc22e7a1024dd30e0915cfbb981fd74d9400a92e2f33bfc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076082888448887},"components":{"alpha":1.0,"bonus":1.076082888448887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076082888448887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6104,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed6db7df793e60a9f5c03afa690ab76c2410356ad4341807311ef79f8a038497","formula_version":"titan-u-contract-v1","latency_ms":24.442958999998154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427495551155537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7005","prompt_sha256":"bc95240656ef184420814692f23a68e6a5f22fc9bc0974985e8bee9e7b5650b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705134902524582},"components":{"alpha":1.0,"bonus":1.0705134902524582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705134902524582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5642,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b01198ec67a94e083680d41405bf8e9424d95f11abfc5b99808bb32902b4806","formula_version":"titan-u-contract-v1","latency_ms":27.03220899999792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371801569191248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4619","prompt_sha256":"695e91b2a36f70b33436235933348c8e1557e9ce9554ab85d347ec11d06f14ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808301352432768},"components":{"alpha":1.0,"bonus":1.0808301352432768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808301352432768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6431,"eligible_count":122,"excluded_count":18,"feature_sha256":"2adca48452414679419580d9dc2c2d33e959fb55ca1c8f4c9461ece0909899b0","formula_version":"titan-u-contract-v1","latency_ms":36.16462499999784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474968019099433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4803","prompt_sha256":"2359963aaa6ae10358b72e665bac20c2341cad45f05bae59b3e8eabc51efca4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706798694346036},"components":{"alpha":1.0,"bonus":1.0706798694346036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706798694346036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5658,"eligible_count":122,"excluded_count":18,"feature_sha256":"6cb36ab859444b5fd71b9ec0fb4542bb6c66572ebda3cc1298003509bb86638d","formula_version":"titan-u-contract-v1","latency_ms":30.37924999999575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373465361012701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4642","prompt_sha256":"03c1750c478c95bbd3209038bd827e23a69bff272dff93d4ed60093e503e7494","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0879776106381969},"components":{"alpha":1.0,"bonus":1.0879776106381969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0879776106381969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6841,"eligible_count":122,"excluded_count":18,"feature_sha256":"08c588b5473d6f90efe64ddffa7e9b3439e00694a4cd0254dc9cff951b840e9e","formula_version":"titan-u-contract-v1","latency_ms":36.937999999992144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0546442773048634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_6050","prompt_sha256":"9dfac0632e0f83758a290b4a0a6d5b51ab40f18a68b9ecfa97853a80b0821ada","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.087659503389043},"components":{"alpha":1.0,"bonus":1.087659503389043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.087659503389043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6826,"eligible_count":122,"excluded_count":18,"feature_sha256":"65c7b6f076ff8de31e5e0f276275f45508a9494430f504e712fb8435032c896a","formula_version":"titan-u-contract-v1","latency_ms":26.364000000000942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0543261700557096,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7267","prompt_sha256":"e8918be93e4cd185c8796b859f8d760a40608ff7841c8a2462623d682a7686dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704928224012058},"components":{"alpha":1.0,"bonus":1.0704928224012058,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704928224012058,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5640,"eligible_count":122,"excluded_count":18,"feature_sha256":"22b9ede0c24b16494c544993f850ff0d2a8980f6fa38edf8dfbc85e43a678637","formula_version":"titan-u-contract-v1","latency_ms":25.77958300000205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371594890678724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4660","prompt_sha256":"6990550859b39e83c2c4b76b756e3804d8ecd435622db82fce61596591ab0e41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808301352432768},"components":{"alpha":1.0,"bonus":1.0808301352432768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808301352432768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6431,"eligible_count":122,"excluded_count":18,"feature_sha256":"d472cc3f179f83859481638583afde87dec8b7cac320016a8964f66b02d1c392","formula_version":"titan-u-contract-v1","latency_ms":26.306207999994058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474968019099433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_4772","prompt_sha256":"bf6ea0495d745c67734fcc83c29a330367048033936940107c2a9684147bac80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0879776106381969},"components":{"alpha":1.0,"bonus":1.0879776106381969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0879776106381969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6839,"eligible_count":122,"excluded_count":18,"feature_sha256":"d97cdb58c70b20a1a29e7d8cdf00621a17b317a77018332845e2be899545a12f","formula_version":"titan-u-contract-v1","latency_ms":29.857250000006275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0546442773048634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8324","prompt_sha256":"d1ea668ec4a91f8d2b90ac12cc6f216c8fa165d43cc4b14f9afbf1497d29f687","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0781814876506182},"components":{"alpha":1.0,"bonus":1.0781814876506182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0781814876506182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6262,"eligible_count":122,"excluded_count":18,"feature_sha256":"40e33a744ccf0200b9f4adaae23f84f102da5c03b8e40747dac8eb56b0256046","formula_version":"titan-u-contract-v1","latency_ms":24.053792000003682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448481543172847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8386","prompt_sha256":"a33ca3835ee198715dadde9280b02ed4df194fd8a2916274b66674855a1b3a63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0794872046485775},"components":{"alpha":1.0,"bonus":1.0794872046485775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0794872046485775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6347,"eligible_count":122,"excluded_count":18,"feature_sha256":"247b3161e8b3cc46f0e315de7b7a3129bfff93c812bd048adc0f53e15c0302d7","formula_version":"titan-u-contract-v1","latency_ms":24.138041999989923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046153871315244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7602","prompt_sha256":"b6aa9af4681a7a528b74139dd428068e87dfbc0d73a4fdb5394eaf48662f0ae2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0858105267494877},"components":{"alpha":1.0,"bonus":1.0858105267494877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0858105267494877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6721,"eligible_count":122,"excluded_count":18,"feature_sha256":"237d6deaabafd9f2416fadc6fb1805fdec76039b732cc71b3dada30b31a4bee1","formula_version":"titan-u-contract-v1","latency_ms":28.983791999991126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0524771934161543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_9329","prompt_sha256":"5d9d6053fc34b9bfe1b8104b0f185bb7bcd079174e7073f5938a9a224a079d48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740514565187274},"components":{"alpha":1.0,"bonus":1.0740514565187274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740514565187274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5949,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a8d47e7a6772e8e72a5dd3e34eb3a4334db258160d5d377f743d7181bc2d208","formula_version":"titan-u-contract-v1","latency_ms":24.59116699999697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040718123185394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_8199","prompt_sha256":"079b982f95c79a1fd7a417094dc472ee89e89fe62ae23e4521aef599196caf2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.084291603421331},"components":{"alpha":1.0,"bonus":1.084291603421331,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.084291603421331,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6635,"eligible_count":122,"excluded_count":18,"feature_sha256":"58bc7cc405c4ca9c4bdf7618d000e98e3929668f2ef57ff5a5f185cbf954cd55","formula_version":"titan-u-contract-v1","latency_ms":25.07812500000739,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0509582700879976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5100","prompt_sha256":"b63fa8641af13e264ebff5a0b6f5d4ff07bc5c1b2948c7974187432e027c1718","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0945640720453509},"components":{"alpha":1.0,"bonus":1.0945640720453509,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0945640720453509,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7174,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9c2e17ae1b6a19e9eb431256bdf9ee2ebfa84b50b90aa4d85f94d48af436c28","formula_version":"titan-u-contract-v1","latency_ms":24.53216600000019,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0612307387120175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5252","prompt_sha256":"f82260e15e72c2b497d295c783c61a31a8649cafd2b3afab3271626e27b440c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0881091720560487},"components":{"alpha":1.0,"bonus":1.0881091720560487,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0881091720560487,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6850,"eligible_count":122,"excluded_count":18,"feature_sha256":"a41c5ea0957c14d8f498674b8967f8be21177617a8c299066a413e65ef09de1d","formula_version":"titan-u-contract-v1","latency_ms":27.498792000002936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0547758387227153,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7256","prompt_sha256":"3edab1062edc831821b9b371f6d371f0900986ecd13ecab24a399ca3cd72abf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691831139940435},"components":{"alpha":1.0,"bonus":1.0691831139940435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691831139940435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5505,"eligible_count":122,"excluded_count":18,"feature_sha256":"a671669831ba74bdf5b335cfb4cd8db7f072fea4ac3d6524b89c7bfa6f9215ed","formula_version":"titan-u-contract-v1","latency_ms":28.5770420000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03584978066071,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_7758","prompt_sha256":"826984ea137c9134fd56a6e63d3ab4eedd915278c21fcedac1816f711796a3f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0840837288927456},"components":{"alpha":1.0,"bonus":1.0840837288927456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0840837288927456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6623,"eligible_count":122,"excluded_count":18,"feature_sha256":"78891781f1171fecc7191f53d9b762f82abbe1e3f38facd15333287df33861ea","formula_version":"titan-u-contract-v1","latency_ms":29.46295800001053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0507503955594122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-RC_5066","prompt_sha256":"d08693d8b9692bdda1cc0ce00564eccccf702003371a09ac6f7ed6812c6a1002","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"acbdfacc4f2711ffc4b0204807fa9587485ca93010d5d2f065fa6503729f418d","formula_version":"titan-u-contract-v1","latency_ms":24.300124999996342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19951","prompt_sha256":"c43057813e8d9d4eaa7ff71a8368688ab889d4d0a8a7d7b082348c1987a24421","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"41fef878aebd4201e6d55fd93420f113cb2c0cbe733227774cb83161eb33e14e","formula_version":"titan-u-contract-v1","latency_ms":29.399542000007273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20039","prompt_sha256":"502d4501f9e0881a9222a999ccbb6887d44fe14c76c9daa7c07ab54aa4909234","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"64bc7ff436d960fb6b7a4e82e02eec8fb8253f6ea0a1ad9edfadb2107079234e","formula_version":"titan-u-contract-v1","latency_ms":23.995042000009903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20191","prompt_sha256":"7c7661ef8e165c06a455596db67316ce4c7e671001d4add28e5bfc3af8ef05f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"feea4ea49f0d83a6a3d916725166ecb9d5bd7cf0bfe01d9482731d190bad0f55","formula_version":"titan-u-contract-v1","latency_ms":29.710041000001297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19901","prompt_sha256":"557c047f5d4858a8086a0fa6956f2a3ed069a47b8f4429fb1121d0057e48d4d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649052},"components":{"alpha":1.0,"bonus":1.0636192964649052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"887b26d725393d78f0573463a59dadb092bcb2b9a2916bd2012f39e1baf82609","formula_version":"titan-u-contract-v1","latency_ms":22.834916000007865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302859631315717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20258","prompt_sha256":"fc90fa78f53197d70d0f25063bddab31774b95b51a3fc54697e67de81e2e2e62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"06d6298966d8b5ea61fa5edb71bfab7ef5decafe4bf5030c012c4596c42b6187","formula_version":"titan-u-contract-v1","latency_ms":25.50029200000381,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19755","prompt_sha256":"04fdb5bd05f8fe727acdfa55ab93a572cd3bcdf88bae87a2693f8fca90d3c336","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063606423918171},"components":{"alpha":1.0,"bonus":1.063606423918171,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063606423918171,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"83bd2a13fef133d59889086fd1aa57e255b57cc2ef6c9a718f9c60170f78f7c8","formula_version":"titan-u-contract-v1","latency_ms":30.622625000006565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302730905848376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20086","prompt_sha256":"5f91958b6e289b92ed6216e52bad78cd74ec4e200acbdf8f18ded2823c19ad94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775784},"components":{"alpha":1.0,"bonus":1.0636167072775784,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775784,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1507442993c18c6ad2365d21deb1336848f9ee87020faf1e454605d2f4ae6e7","formula_version":"titan-u-contract-v1","latency_ms":28.62158300000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030283373944245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19741","prompt_sha256":"cf658ecd90ca4426f98a97957a19239173fd8d42c682354fa21c39a028a2241c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec669ce05a7b01b71377545f227682836e26610aa9e153c72e572ae5691faa5a","formula_version":"titan-u-contract-v1","latency_ms":34.20208299999672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19972","prompt_sha256":"ea5d183fe83d3a1615fbe34053172c7eabb70af29ecec1cec77b8c947291d81f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"d814db6744dc58e86b59fa7fe4d8c24d6e560497640d42d90889ef259d4d2399","formula_version":"titan-u-contract-v1","latency_ms":21.95833399999003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19818","prompt_sha256":"1e1d43c4afe4901604465bc4fecc60d8ac18b67ff392481e4ac0aeef39e4dbe2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"8aff58137b15b605b54adfd98af7c29193442e549c9d359105d7aee8d997be37","formula_version":"titan-u-contract-v1","latency_ms":27.3328340000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19993","prompt_sha256":"d2e8f3a804e7bc21aa6fd20089dd16d17de227e0fd736dae0e82490801954484","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634662665077816},"components":{"alpha":1.0,"bonus":1.0634662665077816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634662665077816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b1746af52bebd5f6607c374e9838e66b600e3aaaded116e44522cc6a6bd5d13","formula_version":"titan-u-contract-v1","latency_ms":23.543583000005697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301329331744482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19732","prompt_sha256":"1c3d4d7674874b566bba89d0147e28ed4c9bb162d88137b29d5313f6b6613718","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462526},"components":{"alpha":1.0,"bonus":1.0634812564462526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4516,"eligible_count":122,"excluded_count":18,"feature_sha256":"070b9c998be9b6ce98a2edd642020122a222aef03d2945bc82bf558e46879a30","formula_version":"titan-u-contract-v1","latency_ms":24.743040999993582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301479231129191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20052","prompt_sha256":"ce93f8efdc9f5fa027e5efd390ca5b3f1650cacc137757b03316271f770b152c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3b6d763f17cd857b428255941389ca582458ba5f37af2c93636f01f04e15ca9","formula_version":"titan-u-contract-v1","latency_ms":23.4773749999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20277","prompt_sha256":"9d8ebf81834f669f7535c97fe6edb92ad5f96a2b4eb55fb5cbae8b9bda55b7a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635812292674218},"components":{"alpha":1.0,"bonus":1.0635812292674218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635812292674218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4559,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cfe322ae9de67a7628423e35229f0093535a0f1bdb89cb64be823051174a679","formula_version":"titan-u-contract-v1","latency_ms":24.88825000000361,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302478959340884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19950","prompt_sha256":"d7f0da94f8b5ff1f9256dcd970bae17844f26b8b938ca9d5fe62a809620f4073","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063571356914994},"components":{"alpha":1.0,"bonus":1.063571356914994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063571356914994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"30b22f225a03b8136b16aaed29bbe921388221548fa5438c98aa7cf63ec98fb2","formula_version":"titan-u-contract-v1","latency_ms":23.133999999998878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302380235816606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20244","prompt_sha256":"2d813bae3304651b3fbae341dae9d4650fdcbaaf3984a59d6a5e34f3e1cc2e4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635616020005614},"components":{"alpha":1.0,"bonus":1.0635616020005614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635616020005614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4551,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdd056453d18afdc479b41ce46197eab8213400f868ff2d46e404c6b3bdc624f","formula_version":"titan-u-contract-v1","latency_ms":24.435499999995614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030228268667228,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19949","prompt_sha256":"3be74bcd8e6476d89c4cdd1c1b5f56ca3224177cfcd07009aa76d56bffff8047","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260587},"components":{"alpha":1.0,"bonus":1.0636038714260587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"139a3decfc8c946a9e072c2521d0293ff7186aa5abce91d7d520979ef5f20631","formula_version":"titan-u-contract-v1","latency_ms":24.434541999994508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302705380927253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19753","prompt_sha256":"12e7a5e790bc08544338d37ab69c6c637dbf2d6956bcde8bdbf8cd774449a9bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462526},"components":{"alpha":1.0,"bonus":1.0634812564462526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4516,"eligible_count":122,"excluded_count":18,"feature_sha256":"407465262a23ef8ada83265cce0fe941ad459059d50174c0a0e8a2dd2b9f576c","formula_version":"titan-u-contract-v1","latency_ms":25.20208300001059,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301479231129191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19954","prompt_sha256":"3cbad91b036489fa438c13592ef062aadd766ef3b8381ea7270c9a89f7c0e6ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063489983644651},"components":{"alpha":1.0,"bonus":1.063489983644651,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063489983644651,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4520,"eligible_count":122,"excluded_count":18,"feature_sha256":"54c71ec84b14c8a4622b2593bb4c66db2553ec4be2b98c38f7ade2435b629c84","formula_version":"titan-u-contract-v1","latency_ms":22.40487499999233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301566503113175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19814","prompt_sha256":"a67c7ea360e38d56a02f15614554c7f7fb3020d41f4610d4280162090db8d495","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"eda487f25e7d89f614ebe76947523047ffe1248d8386d02915d317f66091f4b0","formula_version":"titan-u-contract-v1","latency_ms":25.240333999988707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19803","prompt_sha256":"ab35b75b355f7a1a56102c78d7eab552ff25528d19e4ee22562579063525231e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"89769166314c506041d43134faa6235a9a78dc2078d38ebc1a01b0a79a5c2537","formula_version":"titan-u-contract-v1","latency_ms":24.7032919999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20089","prompt_sha256":"0c89849d55e65997b686cac3fb0275fd1565af6e009c37f5074decbc7cf77b61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"7200e1b44e16cf2283a3399fbc19590cb2fa14f1bb1eba82fafbbc2f196d0ff6","formula_version":"titan-u-contract-v1","latency_ms":28.10374999999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19846","prompt_sha256":"13249f47225362c0b6d919b7b9161d72f3f4eadeb5adb3de9d47aca646178d2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658027},"components":{"alpha":1.0,"bonus":1.0637202551658027,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658027,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"885cc865474f5387a805d887aa6b867f581f2e3b3086c3bafbd9c1cef3b3866a","formula_version":"titan-u-contract-v1","latency_ms":30.014332999996896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303869218324693,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20159","prompt_sha256":"1e42a469cad90080358566bb6cff28e7dc9264f1ee26324f88cedaa6bc0df1d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"02cab830a3eb400a54a6c8e03ed4f2ae3daa51580e1254df8cd9c9ab5deb022d","formula_version":"titan-u-contract-v1","latency_ms":30.77249999999765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19911","prompt_sha256":"43b20595fb0d2470707fd97c8543072aa469b7af2cde0dc8b90e667c84e011e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"8beb7f45e881b63285c1f54bbb7d76a765c0dfd7c496c468e5847ba55792ce04","formula_version":"titan-u-contract-v1","latency_ms":30.26241600001356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19759","prompt_sha256":"4372f88dd97e2b6954bc4208eab2be93e571f331260796969178606a418a9bac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636271080599629},"components":{"alpha":1.0,"bonus":1.0636271080599629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636271080599629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"afbfee4967e8376e874196e5caa02635b89e6f07409c12c9ba265b4aafd82074","formula_version":"titan-u-contract-v1","latency_ms":28.730916999990086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302937747266294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19939","prompt_sha256":"c27e352911a5f3fb6b3c789eb74ccdd09d432c178c84039519dd0dbfa791db02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"c307b5c80950cb01bd248c76599f67a5d0ce867ecd8e2365b3c075fb312efdc9","formula_version":"titan-u-contract-v1","latency_ms":32.382584000004044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20236","prompt_sha256":"5bfee2f2dbfecde0eed4f7133e604d1d53e58c0fd26f284cf226542cd3b5c675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635689071764463},"components":{"alpha":1.0,"bonus":1.0635689071764463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635689071764463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4554,"eligible_count":122,"excluded_count":18,"feature_sha256":"f34f9205820d1978ee142781754a852b515ab139604bfcf8aa8a987467302b7b","formula_version":"titan-u-contract-v1","latency_ms":32.50058399999034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302355738431128,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19996","prompt_sha256":"03c9bfcbded1059957612931402cdf04618967335d107f3a45e94fba977bd7ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945873},"components":{"alpha":1.0,"bonus":1.0636808731945873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"f531d5acc65bec5e60bb524fd16cfd185f83ac49a8dc607cc95a11de209567a2","formula_version":"titan-u-contract-v1","latency_ms":29.17175000000327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303475398612538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19739","prompt_sha256":"5423e1fbd48a3e03612c43357e30c293b37df021abfcf4624db5852c88164d4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635567685836051},"components":{"alpha":1.0,"bonus":1.0635567685836051,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635567685836051,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4549,"eligible_count":122,"excluded_count":18,"feature_sha256":"e12b116e7278065401456572ad8d8a12e4eaba5a05d52db266c296f174cbb8cf","formula_version":"titan-u-contract-v1","latency_ms":31.844417000002068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302234352502717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20252","prompt_sha256":"34525cbcabe82e1887e5b28ffb751c3a3083927a2970e39b515319d8c2bac8f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594922},"components":{"alpha":1.0,"bonus":1.0635987884594922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab94f9297d442903c5c41f0f4056cbfddb0e0cd8d1b24f9ca6a82d1f11d237fd","formula_version":"titan-u-contract-v1","latency_ms":27.953500000009512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302654551261587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19873","prompt_sha256":"6cf137425832a9a7e5a4c599cecfdb490a5a64b6d00d1276a0ae7978f73af661","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635762784116616},"components":{"alpha":1.0,"bonus":1.0635762784116616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635762784116616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"020315f74360f7a2db4dc33b3ad6c570b1f4ce49f8165fa1827d8aebc11743d3","formula_version":"titan-u-contract-v1","latency_ms":25.45658399999695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302429450783281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20166","prompt_sha256":"77285e057b5ef0464c4bb4236a260a874e7787ffab96946591741849dad8a180","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635191582665542},"components":{"alpha":1.0,"bonus":1.0635191582665542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635191582665542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4533,"eligible_count":122,"excluded_count":18,"feature_sha256":"edabedf3de078268c9f102a540e614bfe4ef8adf187d4661bdf8510ba11a7559","formula_version":"titan-u-contract-v1","latency_ms":27.30779099999836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301858249332208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19798","prompt_sha256":"11d4422698b861442ae8fc14cfdaed1f6151167e5c6be20a43071a58b5f89a63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"0854bd6933aee2416814008f2dce0c39490ea531c592aff8e29b7aa898c5a1a1","formula_version":"titan-u-contract-v1","latency_ms":22.870832999998925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19675","prompt_sha256":"ccb614bd7e17c7c3092ed39d3428c9dc1138603d058149e75cacf073f6d092ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"4376c579ccd2b6955bbaa6dfb6821b66c08e00820d9d9d3790c3b6d2490fb019","formula_version":"titan-u-contract-v1","latency_ms":22.092541999995774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20196","prompt_sha256":"35ceaf81be861546a2d87ba9c8fd355b2165f7a306e1d4ed09a3102b260f7f00","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635353815517847},"components":{"alpha":1.0,"bonus":1.0635353815517847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635353815517847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"e071c1161ca08951aadc2628deda7dfc3f55bb516e82cc0b3eb7086aa4df9f5a","formula_version":"titan-u-contract-v1","latency_ms":23.448874999999703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302020482184513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20226","prompt_sha256":"56664b6c21c00334576da3f5c1a03110cb62e67b8a3b070cbd182321934b738a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462524},"components":{"alpha":1.0,"bonus":1.0634812564462524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4516,"eligible_count":122,"excluded_count":18,"feature_sha256":"786dbe6b9542affd7b615d5ac5b96253c7e984f911a55daa6a70df515a4f2ce6","formula_version":"titan-u-contract-v1","latency_ms":22.072500000007267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030147923112919,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20289","prompt_sha256":"b8bafdb11d6dcbc69500993819b12388e0c8c057926700e9bd1e9e91fdb15d71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634943912933914},"components":{"alpha":1.0,"bonus":1.0634943912933914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634943912933914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4522,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a40f9a2b0c333c2a91b7641ca550e5b8683673c19409887545b692cf4e373dc","formula_version":"titan-u-contract-v1","latency_ms":28.23508299999844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030161057960058,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19859","prompt_sha256":"28bb118dd0dc97e4dd63d15e3d28433efa211c03efbe465c22c5cedf8b83ab4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594926},"components":{"alpha":1.0,"bonus":1.0635987884594926,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594926,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ab5e69b59f10ab7df3871d8fa0f1332287918b7ef160cb8f4ebe51fdffce8a8","formula_version":"titan-u-contract-v1","latency_ms":25.07108300000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302654551261592,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19751","prompt_sha256":"ca70647c1772eae048607944429d86d56f66c2cb077aa75109d668ad57d6d0bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"4839d6b4489d23d8ad5e7a72aa638b9a575664f9fc3d4f01c1d4cd5329d036e4","formula_version":"titan-u-contract-v1","latency_ms":23.858208000007153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20139","prompt_sha256":"cd4d999a90209402be80c1cbec35d83bcbc5c0c46172c882cd89425bc6081c51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7246b3add2bb3adf660dee85431bc368cb3c9d17dc6712e45b7fefaf5523834","formula_version":"titan-u-contract-v1","latency_ms":21.85049999999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20265","prompt_sha256":"bad6bc62730d1bcdcba1a6cd67909e5d688327d5a7847ea22e2c0fb9919f4e2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"791928c3c13a9dee77cc531d33d17a8090fc28ad36eb74902eed93bd1d599bc1","formula_version":"titan-u-contract-v1","latency_ms":23.13658300001009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19914","prompt_sha256":"ed8f632f7244fae03a3918ac5f45b5570caca193222c8138c97d9a68faba448e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635762784116614},"components":{"alpha":1.0,"bonus":1.0635762784116614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635762784116614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"e03bde59e60a5c1ecf4337e1eeb687056ba377079ade5716cdb79d2bdb91df64","formula_version":"titan-u-contract-v1","latency_ms":25.57912499999304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030242945078328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20049","prompt_sha256":"589745e20a53273e100b6568b975fa104c30e3aba97d53b8cf1726ca0628bff0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635762784116614},"components":{"alpha":1.0,"bonus":1.0635762784116614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635762784116614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c907b6c093dff43450ecfbe5ccdea751a8c1c05f518bf388a63cbf3d117ad4b","formula_version":"titan-u-contract-v1","latency_ms":25.319541000001777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030242945078328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20268","prompt_sha256":"061cc239c91a4a02ccc15a0625dd9df5d0d3036db23cde826d9df7fdb141e142","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635145891100883},"components":{"alpha":1.0,"bonus":1.0635145891100883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635145891100883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4531,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a352470d1ac7a2e7d5b657a92886f6087f35b40ca26b53d4267f3bb2673b776","formula_version":"titan-u-contract-v1","latency_ms":25.212916999990398,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030181255776755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20109","prompt_sha256":"be8631deaf4b0ebcc553f6ab71773358283010fd2f77c48a8ffa10282cc6c357","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541522},"components":{"alpha":1.0,"bonus":1.0636644354541522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fcea7a00c75d5b45ade6fd80cad9776e18de43dd79faad365f4c46834a0da7a","formula_version":"titan-u-contract-v1","latency_ms":23.752082999990876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19655","prompt_sha256":"3c472d2416e873da46c1a40a0cd866452394fb1f4f35dcbeaf87ea985eaf8b0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635713569149932},"components":{"alpha":1.0,"bonus":1.0635713569149932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635713569149932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce090ac974802dd43ccbc05d614c027c45577e504fb882e9c6aacc78869122f8","formula_version":"titan-u-contract-v1","latency_ms":24.51654200000064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302380235816597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19960","prompt_sha256":"fe11460bf33eae7e9227f413bfe9fae015ee6e9dc4b753d62ae3b836a72f17ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8de4b904d685dba136ff7a816de7dd0c49e8b37380ed9e5c76e69334608370e","formula_version":"titan-u-contract-v1","latency_ms":24.16637500000718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19948","prompt_sha256":"0c2dad0435138c771394429853ac3251687c100147239990cc64fa81fd2d3ecd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"20f3e9b0058ad1fbecf7c644d444744f72594cc6e446b975cb30cc58107df93a","formula_version":"titan-u-contract-v1","latency_ms":25.458208000003424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19800","prompt_sha256":"a1c428a328869e8c4806b1febf0d77369787b71f757dfa885995c482542f34ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"314cdef5d48c1a0d6e84ee422653714fb9dfc0779d03cf2a094fdeae9e24a8e8","formula_version":"titan-u-contract-v1","latency_ms":25.57629199999667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19855","prompt_sha256":"be042cd1fba82766adf8b379fefff203167d34402d09bc0fbfa692a33d017d0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635762784116614},"components":{"alpha":1.0,"bonus":1.0635762784116614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635762784116614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0a87a9468880bad6db1a7783b166535bbe1f03789cb3dcb2b466386fecaa7a7","formula_version":"titan-u-contract-v1","latency_ms":34.348374999993325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030242945078328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19923","prompt_sha256":"990982d7332babfbd50ba5f818b10cbf202bd07308ccfcecc432c957004c348a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260585},"components":{"alpha":1.0,"bonus":1.0636038714260585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"6adc50f00caeae1898141c7c9a64905c84052a9af6ddb7fd2633c2f12e50eb92","formula_version":"titan-u-contract-v1","latency_ms":21.953084000003287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030270538092725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19785","prompt_sha256":"e423b657155312674a2cc20fcfcdec36dcab7cd2e06e66946d39a0cc812be1b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636244968561515},"components":{"alpha":1.0,"bonus":1.0636244968561515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636244968561515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"be4b95866086a5ed10283b464d563192e8698a6be1fa9450adbf6b3d8a6fecbf","formula_version":"titan-u-contract-v1","latency_ms":24.185833999993633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030291163522818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19790","prompt_sha256":"feb55f1ea31fbb636c71f0b9e50936717a729c4f4a2a263f22610bd07d336a03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063551964527357},"components":{"alpha":1.0,"bonus":1.063551964527357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063551964527357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b75407781f0f81452a291712003d744631b72a0d3e844e060a3a19f73eedcab","formula_version":"titan-u-contract-v1","latency_ms":25.616749999997523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302186311940236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19761","prompt_sha256":"52e603076ef00fc8c8b55c9777ef9bed0a1d532ead46b3e062ab798abf917fd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594922},"components":{"alpha":1.0,"bonus":1.0635987884594922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"5529da30c43a076cd74e41c1e3067b021263769aeab9e912417223e6d0083d21","formula_version":"titan-u-contract-v1","latency_ms":22.7610829999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302654551261587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20153","prompt_sha256":"5cc844deef43844e0fcf500850ec77e1639e1a23129ee27c331111bdd6023818","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984632},"components":{"alpha":1.0,"bonus":1.0635887105984632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"26b6388bf9531a27ad3f0a1f6fb3e7fb60a83ad690ed19caba611b690e805687","formula_version":"titan-u-contract-v1","latency_ms":23.426000000000613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302553772651297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20016","prompt_sha256":"396c0696bed068003d6891dad49a8b6a7d07f2a29aa105a5b6cf4ae08a0429a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636271080599629},"components":{"alpha":1.0,"bonus":1.0636271080599629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636271080599629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"4dc72aeefd914fa2646da2132e3d1fc46811eefe916d3283fdc5e14a43b0b26f","formula_version":"titan-u-contract-v1","latency_ms":25.973082999996677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302937747266294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20273","prompt_sha256":"5c1bcf04edf3cd01c0145a127cca6f1065272c5a1d131c99fe80d0aa50183af9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"228386830e187452371444c5bc0715a8d5b19a14b6fe4d80df796242e44af46b","formula_version":"titan-u-contract-v1","latency_ms":24.28166599999315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19869","prompt_sha256":"78e41819a489c01d93f2c5c3d39825d06da0044f6154b29fc9433f096b917d27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636271080599629},"components":{"alpha":1.0,"bonus":1.0636271080599629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636271080599629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"4faf3f7549f686282e08446e399875c103727b0013859f51a66691a7ab780cbc","formula_version":"titan-u-contract-v1","latency_ms":28.852374999999597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302937747266294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19748","prompt_sha256":"d21db29292f9d8c61c84dcff989c713634200daf6e6b49e670d416d453d2cb0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984623},"components":{"alpha":1.0,"bonus":1.0635887105984623,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984623,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"986b372ceb36b840fbfcc0cc50181506e5bb21f896896aa9a9595d68ea55b486","formula_version":"titan-u-contract-v1","latency_ms":28.6741250000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302553772651288,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19852","prompt_sha256":"37de6c3bfc461f1cfac7ee31f369cfba3edce0eaa0b12785fe126cf82c85c057","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984632},"components":{"alpha":1.0,"bonus":1.0635887105984632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c104daae9f11958655e0c73fd4417625e00d7eabc53ad6844697fdba098356f","formula_version":"titan-u-contract-v1","latency_ms":29.187082999996505,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302553772651297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20135","prompt_sha256":"dfe1a841f1eb8b75c9db76a6da1cee2dc87e1aee6d5a0ad73a14b38f5175ca1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132353},"components":{"alpha":1.0,"bonus":1.0636617215132353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1467d780128aaa458e8d8790bd168f08753e8917e956214ce2357d7663002c3","formula_version":"titan-u-contract-v1","latency_ms":23.658917000005886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030328388179902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19880","prompt_sha256":"f5c7f8f427ff7739d9f7876e93d14c37f0b76a5cd1afab5331fb5f57727f9953","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635713569149932},"components":{"alpha":1.0,"bonus":1.0635713569149932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635713569149932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5a460e9e685ce2805b2242c1049303ed7d164c92f4a931121b0d1ada6a0af6b","formula_version":"titan-u-contract-v1","latency_ms":23.952540999999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302380235816597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20050","prompt_sha256":"3203b3e687a52bbb641f9357cdca8d70e74cd6eada34d48f85938f6639fa4b2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636064239181708},"components":{"alpha":1.0,"bonus":1.0636064239181708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636064239181708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"65d20f1aacb221b2debc4dac669a2786067a478a23b0c09aa47efc441051a5d4","formula_version":"titan-u-contract-v1","latency_ms":23.09850000000324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302730905848374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20122","prompt_sha256":"093447b4fa56cfb8b690126225a742fb881f09cc0aeb0b75aa9d93d2b4829eb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888975},"components":{"alpha":1.0,"bonus":1.0636975750888975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"18c6ed8e6a5272f08c7a90b1d816c566872ce7274d943ce46760602f403b6786","formula_version":"titan-u-contract-v1","latency_ms":28.81125000000395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030364241755564,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19829","prompt_sha256":"8f1a9ba8c674d1356acb50af021d5b0530fbc2d260e4365fb5883af6b75e6e89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635962579851435},"components":{"alpha":1.0,"bonus":1.0635962579851435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635962579851435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4565,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb64826955a06a77e2b282ea55be2ac31cd835ec1616b7fc19b02fa2fecfd5e8","formula_version":"titan-u-contract-v1","latency_ms":25.520708000001946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03026292465181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20020","prompt_sha256":"443d55842783133a3dc31b45e3a293d964cb62c18702e9524c5f946ed4fe869f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301743},"components":{"alpha":1.0,"bonus":1.0636509391301743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"803e210971305a4ffc6c5779513b7e57e4b22e1e9f19b41c5ff652a8e153bbda","formula_version":"titan-u-contract-v1","latency_ms":26.04420899999127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20065","prompt_sha256":"69552526b09bdb82ec64d807fb1579d92e144a90d912a925ae17c2480203c9a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635738139934152},"components":{"alpha":1.0,"bonus":1.0635738139934152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635738139934152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4556,"eligible_count":122,"excluded_count":18,"feature_sha256":"6524a22f0ad35affd34d028b7d8172af5a1d88df0b86e5c20918ca969ff059b9","formula_version":"titan-u-contract-v1","latency_ms":23.51916700000345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302404806600818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19932","prompt_sha256":"429a3f9b3daa681c27341644a45bee1924fe562d2ff006a3bd00592e1e6b38d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063588710598463},"components":{"alpha":1.0,"bonus":1.063588710598463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063588710598463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"3098b797ec751e107e103b4bb949f76370248326936bdbd43add597744b30d6e","formula_version":"titan-u-contract-v1","latency_ms":24.28287499999726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302553772651295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20194","prompt_sha256":"c96b30fdf649133a686e8b0ddc4c1462775613f9441b1081894163084ee7a06c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636141254291898},"components":{"alpha":1.0,"bonus":1.0636141254291898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636141254291898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4572,"eligible_count":122,"excluded_count":18,"feature_sha256":"86d6ee2aab70583723e59637511d75b6cef7435a7c61f79e3b66cb1364912484","formula_version":"titan-u-contract-v1","latency_ms":22.21954200000198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302807920958563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19975","prompt_sha256":"449e9227c8b5252914f4b3f54db03684f3d271e9ed6f007d1aa16ddd01b27a5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635738139934152},"components":{"alpha":1.0,"bonus":1.0635738139934152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635738139934152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4556,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8fc1c940a0487675db875cc3d0211f04c700c1e274e9cf1a8a41b5f40666f24","formula_version":"titan-u-contract-v1","latency_ms":25.193416000007574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302404806600818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19909","prompt_sha256":"15e549edba1d256e45b679d17b7cc56d7b5c5fae1a8d980dd0bb99f65f1ac81d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635912190545764},"components":{"alpha":1.0,"bonus":1.0635912190545764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635912190545764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"a074797f791394f76305a802cd331aa99caf369fbe9bb47656f60fe6297d5d48","formula_version":"titan-u-contract-v1","latency_ms":25.66524999998876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030257885721243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19676","prompt_sha256":"cd5923349165720afb0ad616e3be6c1040ac5fb5f0f34a26b9c1113b6426ce71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063462049746017},"components":{"alpha":1.0,"bonus":1.063462049746017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063462049746017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4507,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a82632a98f935ea7f00602fdd081039203a203c6a354c68a02b0dec4c5e01c5","formula_version":"titan-u-contract-v1","latency_ms":24.925792000004776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301287164126836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20171","prompt_sha256":"4d5a7401ae93a4bb35d6e0444143058fba56b894c8f1676c1c12cc416af4f090","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635713569149934},"components":{"alpha":1.0,"bonus":1.0635713569149934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635713569149934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f0e3fbc7272ae7753f338adad61003b40a2b9523157a933692bb67500b109af","formula_version":"titan-u-contract-v1","latency_ms":25.289125000000467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03023802358166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20063","prompt_sha256":"9cd4d64fb817557dcc71532cc5dfb1fcfbeddb54d9bcf079557bc213d6684571","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636455919677852},"components":{"alpha":1.0,"bonus":1.0636455919677852,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636455919677852,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"235814bb534bd5db58d7486b6bba6d3c371396a18b7ca59899b14e3fe6df2a16","formula_version":"titan-u-contract-v1","latency_ms":25.86975000001246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19885","prompt_sha256":"2f801f0783d7bcf30b325c10330b840b930aa3697081b3a09a78900175e5b1b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4b9c7492a745ecb23d65c1370ea0f35dbf2588f4025b1f21a6a459d671cf16c","formula_version":"titan-u-contract-v1","latency_ms":23.908875000003604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19843","prompt_sha256":"f55b12eb74ee1bea1e8617e1a8547f8021fd7e4ede4880c9895c7f1ce42844a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154125},"components":{"alpha":1.0,"bonus":1.0637463315154125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"f02bb8ff7decdcdfad2857c8fed9860a7071f52797dc5493e298f88f4f9df74e","formula_version":"titan-u-contract-v1","latency_ms":27.804791999997747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030412998182079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19983","prompt_sha256":"382a39c54b860dce66c023390efa5448e374bbe8e2d3732b7e15f433cc26ec97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197897},"components":{"alpha":1.0,"bonus":1.0636115509197897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ffdac2ba01977efc961b2fa7f7e1265aa78d71ba7e4519ac4c78949ff7d775c","formula_version":"titan-u-contract-v1","latency_ms":28.65433299999154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302782175864562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19974","prompt_sha256":"4b6d9bf8fb3f72f5e200472bb366703b10b6d6e11137cf8db37533af2e4700a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260585},"components":{"alpha":1.0,"bonus":1.0636038714260585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a9583a69944c7a8074a5fd55ec3ed34b8f7f06be7d58ab1e05232af67667ce2","formula_version":"titan-u-contract-v1","latency_ms":33.55937499999584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030270538092725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19835","prompt_sha256":"73a2a0980c070fa883269f3b3b0e59180ecb164cdf3a5a2f0565884f2eb5af34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063561602000561},"components":{"alpha":1.0,"bonus":1.063561602000561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063561602000561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4551,"eligible_count":122,"excluded_count":18,"feature_sha256":"bce2f9885b24d106158bbfeee4ba5aedd27e5754ee507c5d5724d57cbe9f5d04","formula_version":"titan-u-contract-v1","latency_ms":28.249166999998465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302282686672275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19690","prompt_sha256":"3e80409ebcfadc9edd5f2cc439b8060e486c22e6ab11e013568404b0513a06c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636563156454721},"components":{"alpha":1.0,"bonus":1.0636563156454721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636563156454721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ed44f1d1682ba2ab72a03a23dd245d4edd9390b145bbd3f8075ffe7f621a8f4","formula_version":"titan-u-contract-v1","latency_ms":35.19254200000432,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19864","prompt_sha256":"46e25e9acc79be565d7e288e19ce7c1f23a22d82c0dda1bd14d253d292d90c5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"8283e07c067b3f2a51fd4480c1e2051280df64707f434e6e204ecf7c596db311","formula_version":"titan-u-contract-v1","latency_ms":57.6549999999969,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19956","prompt_sha256":"c7dc2a2e6dfa32d70a3aaed623a8c056b1ae1bfb9182156b33ecea8d15d05035","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635214538562445},"components":{"alpha":1.0,"bonus":1.0635214538562445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635214538562445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4534,"eligible_count":122,"excluded_count":18,"feature_sha256":"25b6a1e685991f31699faad2197e100e0eff73f571daf4026217a6e04ee0334b","formula_version":"titan-u-contract-v1","latency_ms":30.183374999992907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030188120522911,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20051","prompt_sha256":"cb1766aa4945a3bb97bcf9f883347b857043fb8eb35ecd1e82f26b793dd36ff5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493293},"components":{"alpha":1.0,"bonus":1.0637581117493293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"212d431fd8962eb6674212a799711045c56fab0a2aa05598c9aca70380542f54","formula_version":"titan-u-contract-v1","latency_ms":23.385084000011602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030424778415996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20004","prompt_sha256":"c52070f9467aec366c069edc847fdbbcdd829dabf42381f37fd718281fd668b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06361670727758},"components":{"alpha":1.0,"bonus":1.06361670727758,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06361670727758,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"63ee2053b7d154789f66313d1a058ba3fd1a144fcda6655ce53d2f68994f9f3e","formula_version":"titan-u-contract-v1","latency_ms":36.46666699999912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302833739442465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20234","prompt_sha256":"829f5a6020d28b084523087d8045a471e3111d772f237c4f31ee7502de5b1afc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635168700178204},"components":{"alpha":1.0,"bonus":1.0635168700178204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635168700178204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4532,"eligible_count":122,"excluded_count":18,"feature_sha256":"552ed4e3ecf031f1d772efad4f54a09ffa9c744e52d4192c2d1cbf706bd3c8fe","formula_version":"titan-u-contract-v1","latency_ms":23.743999999993548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030183536684487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20235","prompt_sha256":"3d6780b01d71195d34ddffefcda9da18d9924341bab3d80b73c56c559afbb6d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"b297ef89498877196ead2d3e4437e938ee5f66a41d3a88b45c9a493f5dcdb4fa","formula_version":"titan-u-contract-v1","latency_ms":26.425416999998674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20028","prompt_sha256":"3a62eaa5fcd90c4218329a9c06ab85fb2051ef12ec09ae229e4beed34a8fd911","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132353},"components":{"alpha":1.0,"bonus":1.0636617215132353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"069c6e2746d255f9688f71820ce2cc44c002e3e40add3850236824092b57efda","formula_version":"titan-u-contract-v1","latency_ms":26.98216699999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030328388179902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19730","prompt_sha256":"f28edbecad830280c7807ade8d20f2a7474a89e2ef3b05e2a63b65846b99c646","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967356},"components":{"alpha":1.0,"bonus":1.0636753645967356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5f194da7606f6f03af8c3945e36894ec3fad8cd4dfaa0c5771f07424d613035","formula_version":"titan-u-contract-v1","latency_ms":29.488874999998416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19745","prompt_sha256":"81d45d6de57a7f4a695227c9fce7dd400985fe5003a02c61971242886e6ab00a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635353815517845},"components":{"alpha":1.0,"bonus":1.0635353815517845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635353815517845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1cb2e963c289e93037a29ffa740c5ca181f4d4fb32870b7f4c1936c4028a954","formula_version":"titan-u-contract-v1","latency_ms":30.17074999999636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030202048218451,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_20183","prompt_sha256":"54bd3c953fdeac781640eee79503643da1eae651329cb9bb8d4a6d111fa19256","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063498828308005},"components":{"alpha":1.0,"bonus":1.063498828308005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063498828308005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4524,"eligible_count":122,"excluded_count":18,"feature_sha256":"f37b0ddcedcdc664468484631f777154636d46e35d5f0643743b6e9c698eac4d","formula_version":"titan-u-contract-v1","latency_ms":29.242749999994544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301654949746715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wic_19752","prompt_sha256":"ab2a6f9a4a2c6994cdb1285f1dec4095e79e3f8fdb26563dea0e31f40721233f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"637db6a49b3c8f7b6c567a5630e6ec792a53c6f76b7e23d98ff5eefc40061cea","formula_version":"titan-u-contract-v1","latency_ms":90.98770900000375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20330","prompt_sha256":"eb0825d909e7a6a9425ff84f498a2e2387a9f2471791b1132415dc2c13a648bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b41083893c308d05390f2a7ee674cdf0da6792e99cc4d3e38aedcac4daaf0fe","formula_version":"titan-u-contract-v1","latency_ms":43.10233299999311,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20336","prompt_sha256":"e14f4d0448c48c89ea550adc0740122a216f03cd1978fd87ee5d4d5c217d667c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292172},"components":{"alpha":1.0,"bonus":1.0641318204292172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"3df56b6a4bdc5437d7a20f1111bc08af46d0efb81cef73d5e57c61c90a731625","formula_version":"titan-u-contract-v1","latency_ms":93.81583399999727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307984870958837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20312","prompt_sha256":"440809f8e0a7be1cb264c2c76d7ebeea91a25cffb28182fb18bd916ab698ba12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984625},"components":{"alpha":1.0,"bonus":1.0635887105984625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"1032f1684e863ea3d731fd554ac80d4f790e082ae264cbd5f39d8540ed94c82a","formula_version":"titan-u-contract-v1","latency_ms":27.35770900000034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030255377265129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20350","prompt_sha256":"c2ea54047a0cb6f5c72208960d09b11a8c6cc75efddf4e076c7b81ef91da6b09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063911944194631},"components":{"alpha":1.0,"bonus":1.063911944194631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063911944194631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"5de91b21d4911ffe59c61a198802d3a207ac853dcc1c4752bd3a960d8fdb85d5","formula_version":"titan-u-contract-v1","latency_ms":36.892542000003914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20335","prompt_sha256":"bbc88665d1f9018536fb7982cbdee029f742f481eed275088e943c190e7ba502","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063561602000561},"components":{"alpha":1.0,"bonus":1.063561602000561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063561602000561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4558,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8cecc8488948371043806f6c93e8df385fcbcc0ed3cdcd7211e28ab1ab18ed2","formula_version":"titan-u-contract-v1","latency_ms":40.57212499999707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302282686672275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20316","prompt_sha256":"2a6135d1132223c21163d72a19d3111f1625e67157c2a554762046cffb720417","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"415a22dd98085871d9a7ad36dfb7aea53d0c4b1c982f4ad05695d2e5633ad28b","formula_version":"titan-u-contract-v1","latency_ms":26.15745900000377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20353","prompt_sha256":"e4ee139f00638c1a3f71c2b0d49b65c9707acf1c286918be2bbf354fa6bc0b8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"11312708ef7b0dce15b82a9d0dfb4e0a6d2a170ce4a2a08cb39e5dedc7d3996f","formula_version":"titan-u-contract-v1","latency_ms":25.055833999999777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20372","prompt_sha256":"9c65435bbdf6ec5b15c480d812c040a1d053251272a60698c13000aaf03a545f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030172},"components":{"alpha":1.0,"bonus":1.064090754030172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a92fbf21e83c22392c24e6472400443ce1c1106a0d4a90455e8ef5aa9b7fe42","formula_version":"titan-u-contract-v1","latency_ms":26.293749999993565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20293","prompt_sha256":"690c58c18f02458cbc6bb5aeb56a42cf5150d6b47c43c42e923dcafebbe4a170","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064079708010636},"components":{"alpha":1.0,"bonus":1.064079708010636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064079708010636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b5a292f24a5ad85732031155dc3fd363b70c7316e3ece8bbcd0eb12105a5de1","formula_version":"titan-u-contract-v1","latency_ms":29.946707999997102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307463746773025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20320","prompt_sha256":"d483060f7fbc39f2f062a8ad2b740c58c6b279eeaf803e6829b79ee7527b3378","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635591816220202},"components":{"alpha":1.0,"bonus":1.0635591816220202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635591816220202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea0bdcbbcdebf8c93f2707a32a6f64cf0d913169cc461fc0d5233c8f55a7db19","formula_version":"titan-u-contract-v1","latency_ms":28.066625000008116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302258482886868,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20334","prompt_sha256":"9b01c6f3f9c8e611556430d8c28348393752209972435118c1f4c28e15eac721","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635738139934154},"components":{"alpha":1.0,"bonus":1.0635738139934154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635738139934154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"94ae22fea4cda0f1ce20587e528e87661062028784a8016face225c5b88c3e54","formula_version":"titan-u-contract-v1","latency_ms":25.586875000001896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030240480660082,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20365","prompt_sha256":"1bf3f05a9b052e8fcfb94cb9616825467035a18122d1edfb9183f14b28890117","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063479093000892},"components":{"alpha":1.0,"bonus":1.063479093000892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063479093000892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4522,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e16c2eb758225b3a97c105e7082c9c4654e797fef5ca905c083e3c4d3a38f23","formula_version":"titan-u-contract-v1","latency_ms":27.216708000011636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301457596675585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20303","prompt_sha256":"0fe0bb9fe2a18d52e8196e14f9e393aa0f9dabc734e087493e4588299f501f19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640870646944263},"components":{"alpha":1.0,"bonus":1.0640870646944263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640870646944263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2448a68de7dda2bc240997054a27bd84f7ff9f91877d9dac3eb7226df73a13e","formula_version":"titan-u-contract-v1","latency_ms":27.08750000000748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20341","prompt_sha256":"c6988adf86b3d652a1ee298f47b1d7f4d46676e13d557ef83e30d1e0be34d700","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"150ae0789d1c9381448f453e6bd09dd8de2f13895b2d7caa23edd99beae1bebc","formula_version":"titan-u-contract-v1","latency_ms":24.550249999990115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20387","prompt_sha256":"864211f4ae2cd2651ac5ec2ee9467216c44034a04bfe5cfeb67ed11b4106e591","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"a467fa7d81dfb4b6e11e78bf089c2a3de0466a55a1cd3591a3ad796b722a14c2","formula_version":"titan-u-contract-v1","latency_ms":24.166582999995967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20329","prompt_sha256":"ae07242d6f9c2a5c9eabbcb9ea13ca684bc0fe80c2f94a3bd83e15d36d8082ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"18a3e59d659ef3b10dd7630b55d72e2833c0e940c994c56c06d9ca5f8cfaf0dd","formula_version":"titan-u-contract-v1","latency_ms":24.199250000009442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20354","prompt_sha256":"ecd8850303c5ecb7223441122019a358ac09ca392c47597764bf422edb8d82e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635191582665542},"components":{"alpha":1.0,"bonus":1.0635191582665542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635191582665542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"0747aae9685354ec27ede80361c6ce7fc1ed2e3b8615e13605bbbd6977e2e60f","formula_version":"titan-u-contract-v1","latency_ms":23.510333999993804,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301858249332208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20393","prompt_sha256":"378ad0ed57aec1ce13d6b9ce542a5914716b4328f4adf63bf7c9fa939a09aedc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640614445662901},"components":{"alpha":1.0,"bonus":1.0640614445662901,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640614445662901,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"c318f5331db326ae06b17c5c14f9b17a76c5a9a6ead5b9c982154d7cdc09ac5e","formula_version":"titan-u-contract-v1","latency_ms":25.516834000001154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20305","prompt_sha256":"24dad2709e81c5f43717666fe4f461c8a3bebc38d43a24fb4ccb63feb5365664","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260587},"components":{"alpha":1.0,"bonus":1.0636038714260587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"efa107242e49f6fe67f79d85822f8628309f024a0c9c791fdd74bef0a222ad68","formula_version":"titan-u-contract-v1","latency_ms":26.5129590000015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302705380927253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20297","prompt_sha256":"64718eb458e08290e98411844b85fd6befc13c888789d51b15d7df1f7a73800d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf9451c6dad6c912844f228fc81dec289011b4091f11bf790476551ea1efe028","formula_version":"titan-u-contract-v1","latency_ms":22.82958400000723,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20322","prompt_sha256":"43372873a78c7bfb15e89eff35aef3c3393772aec617c879aaa13f02b74043bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292172},"components":{"alpha":1.0,"bonus":1.0641318204292172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d86d8128e13a1ad7cdc6117c17a96123825c580c2a1886775af35cd22e9353e","formula_version":"titan-u-contract-v1","latency_ms":26.77354100001139,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307984870958837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20346","prompt_sha256":"a5c90fd869af868b6361924b213caca0d74cb6c006fa2547fcdce16370b8c341","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a67c72bb4202bceaec7dfed4f61bc718bc17662be2689f9128e2f93d0c5f85a","formula_version":"titan-u-contract-v1","latency_ms":23.112792000006266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20362","prompt_sha256":"f3eb30a719125658b520e0dff2904549d5e756fa481d6d60c0cf1566ffa77046","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3fcca57597a4efd654efe3022dd8f9cff1059a9407536f08283926fb4345fa0","formula_version":"titan-u-contract-v1","latency_ms":25.668584000001715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20375","prompt_sha256":"81fe1eee657f8304d5d36d8569c31ebad02947ecc4ba36adebba1131c5a984c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635591816220196},"components":{"alpha":1.0,"bonus":1.0635591816220196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635591816220196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba6520fe9f0627a96a5bb477b13a3d3bacc0a5a8f7c9d20d0fba36d3de8eaf54","formula_version":"titan-u-contract-v1","latency_ms":25.562832999995067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302258482886861,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20371","prompt_sha256":"d865424a21ecb5072a7742ede980b6f2314508b5dbdc9263c18e5c1fb993c920","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635191582665542},"components":{"alpha":1.0,"bonus":1.0635191582665542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635191582665542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"597597ce018da71e1de4823db4d26336308ed6d9b2eb0aa46ec1c90469a8747e","formula_version":"titan-u-contract-v1","latency_ms":24.00374999999144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301858249332208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20380","prompt_sha256":"f2096664ae287dac3e8a568fe68c764fb63b7b3413e92e9815e3cb5bd2bda992","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262033},"components":{"alpha":1.0,"bonus":1.0637850464262033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"269f16c3a8196be72c2a27ebe399ddd850af61f910e6476daad98a94434f21ed","formula_version":"titan-u-contract-v1","latency_ms":22.951457999994318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20324","prompt_sha256":"777652d64cd9de3ed2f5a1dd4b9007d24b4265c9361e405cc6b5fff66b36ba0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"c087a994602ad7801e24633dbf4b5a2a3ee4e3ad248cc8acc8b5dd2425861d4d","formula_version":"titan-u-contract-v1","latency_ms":26.551624999996193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20327","prompt_sha256":"e315fac617541bbf5fbda0a77f220ad57531fb76b3e48d75b6a189387c41552b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fadb5ee417866bcca16858de8f918d5077d5cbff5ad5a6e3f6844fbcc369cb5","formula_version":"titan-u-contract-v1","latency_ms":26.00312500000257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20304","prompt_sha256":"095388e2acc83e83f4abe10be9fc70e92d85e3d8cb98feba9715f289ea4c37aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640614445662901},"components":{"alpha":1.0,"bonus":1.0640614445662901,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640614445662901,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a0ec3786901ead47af1f517a74e9b61be79a8701302e190d2a9ea53ca2025e5","formula_version":"titan-u-contract-v1","latency_ms":27.02454199999238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20367","prompt_sha256":"668a2ba851713974f2fc30c16856755a7a8a81db66f06e6379622e4968c6ed9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635543628853676},"components":{"alpha":1.0,"bonus":1.0635543628853676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635543628853676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7167267357b7f0603dec1afd5555d918274f57f8f0b90370f3677ee0fd8872b","formula_version":"titan-u-contract-v1","latency_ms":28.308209000002194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302210295520342,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"SuperGLUE-Wsc_20325","prompt_sha256":"9513c33e89ff2234e9a58adbbf0ffc6dc9e5e87f2573b75be391b9621e720cf7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633749375514263},"components":{"alpha":1.0,"bonus":1.0633749375514263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633749375514263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4453,"eligible_count":122,"excluded_count":18,"feature_sha256":"309bf3ea5abc897b4e6fa94e239ad12caae35718b0fccc4c7569bd14b22fda33","formula_version":"titan-u-contract-v1","latency_ms":28.73012499999561,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300416042180929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_671","prompt_sha256":"f0fc221ece8d9f265e52fcf78827f460a29a965b5611b97c7617ca8a852887b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632236506257753},"components":{"alpha":1.0,"bonus":1.0632236506257753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632236506257753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4342,"eligible_count":122,"excluded_count":18,"feature_sha256":"068413516032ebc9b33c1258e11727d244f1bff10c2d9b15ce24f1cc9fff8154","formula_version":"titan-u-contract-v1","latency_ms":27.18074999999942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0298903172924418,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_798","prompt_sha256":"80fa8267e6a7dbe458a803b9e9e4d9a6fa5b3dda1f26cefdcfc145c78cd09e5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063336156278907},"components":{"alpha":1.0,"bonus":1.063336156278907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063336156278907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4430,"eligible_count":122,"excluded_count":18,"feature_sha256":"52e16170a03e652a25b841bff193ad74dd29571c906c282e781273b83b6c1f7c","formula_version":"titan-u-contract-v1","latency_ms":24.71220799999685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300028229455735,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_882","prompt_sha256":"ab3d2a6f8f2a2da68384a727b2a2d00a393bd7bffe82dd830ff3208f53b46878","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632805956096443},"components":{"alpha":1.0,"bonus":1.0632805956096443,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632805956096443,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4392,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6804947888e366344926c2c6f2769bed5defb90a53384413ce99687852d8d40","formula_version":"titan-u-contract-v1","latency_ms":23.48433299999897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299472622763108,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_735","prompt_sha256":"f004a7ef5e58780759c98ca7be9e80cc2eef06bacc9bfc703b3ecf0a538a7ab2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063398575911215},"components":{"alpha":1.0,"bonus":1.063398575911215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063398575911215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4466,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7472c5a698fc890222a4178b2b2cd7965a51918788ac5963aaf64bd18bf5720","formula_version":"titan-u-contract-v1","latency_ms":24.261499999994385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300652425778816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_668","prompt_sha256":"13fc1e5cd0933bd712588f8bab3d92305f32ddeec3a2094abb1151d14a0f4ee1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063476936897317},"components":{"alpha":1.0,"bonus":1.063476936897317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063476936897317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4505,"eligible_count":122,"excluded_count":18,"feature_sha256":"273203cbd7c92c34cc1ee5507d8a3f3bf83b938d4cb22b705541837a01d9960b","formula_version":"titan-u-contract-v1","latency_ms":24.827625000000353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301436035639835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_483","prompt_sha256":"cca49793526ef852d7e699fdbce2eea1998507f801597d2fa45bacf8250346a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634333547524264},"components":{"alpha":1.0,"bonus":1.0634333547524264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634333547524264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4484,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2febdb79563438e7d842b823ca490332e863b95a0421c28b4ec2b9ccf3435d7","formula_version":"titan-u-contract-v1","latency_ms":22.703042000003393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030100021419093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_614","prompt_sha256":"a4f1abe67e55b2dcd41eb554d5d891cd722de9914ec01f35a6d2dc922bbc8570","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063260374978773},"components":{"alpha":1.0,"bonus":1.063260374978773,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063260374978773,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4376,"eligible_count":122,"excluded_count":18,"feature_sha256":"4270643a472f9550e40b5362660032847f8590e607a938b0ea255d6a8be67b50","formula_version":"titan-u-contract-v1","latency_ms":26.361875000006307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299270416454396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_52","prompt_sha256":"24c3cf11d570c62ee2261e921e1616ad28289f24706a9e546742185e120b6c97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635519645273568},"components":{"alpha":1.0,"bonus":1.0635519645273568,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635519645273568,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4538,"eligible_count":122,"excluded_count":18,"feature_sha256":"23df92e972723d04301d1bfbb2127b855d7cc6d590e6ed0f453a9b1c9f12b8ed","formula_version":"titan-u-contract-v1","latency_ms":23.655125000004773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302186311940233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_781","prompt_sha256":"55514cee1bc535786e3b5ccd26a0c3a7831f863d7e942e42e4c5f43e965b72f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633948584603932},"components":{"alpha":1.0,"bonus":1.0633948584603932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633948584603932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4464,"eligible_count":122,"excluded_count":18,"feature_sha256":"800b6a7d26ae9bd4fee00d21597f5d578c0eda670ab9ae272d8fe3b5ab29ef39","formula_version":"titan-u-contract-v1","latency_ms":25.20745799999702,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300615251270597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-kk-en_438","prompt_sha256":"3145e1ec7df5e172d4f3c37d846a5f24b7c4351ceeacf68ed60c7a93703edb93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632591736319512},"components":{"alpha":1.0,"bonus":1.0632591736319512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632591736319512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4377,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f4f489e672d0056b47d78ee914d2beef6489514ed13cd9f537f9a18e813b286","formula_version":"titan-u-contract-v1","latency_ms":21.47337499999935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299258402986178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_149","prompt_sha256":"18a9f96c7d4acde822ebf8a64effaf9914bf00bda06dab426526607392cf82a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632914111380756},"components":{"alpha":1.0,"bonus":1.0632914111380756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632914111380756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4400,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e5176260cf25d0abd1fbd4d4446005e0b12a6b3f5bcfb4feccb8e521f55336b","formula_version":"titan-u-contract-v1","latency_ms":24.83175000000415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299580778047421,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_721","prompt_sha256":"6a2326474a69687bb0a470b5ce8fd9577bf72178262a8c5d769b5eaedbeb1b3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063318982155637},"components":{"alpha":1.0,"bonus":1.063318982155637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063318982155637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4419,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ba706448dd1497e08bc984ddd2a4756a36017d406e06744e9bb6a83565c7278","formula_version":"titan-u-contract-v1","latency_ms":23.859708000003366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299856488223036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_575","prompt_sha256":"8014bf7b88943142fc73c608439bffef2a061e82c388a0e1e18f6a1acf560ec2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632805956096443},"components":{"alpha":1.0,"bonus":1.0632805956096443,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632805956096443,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4392,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f6963212e106b4d010b4f1639d74e349c4eaf1da91a9fbc371ae6551c4f4982","formula_version":"titan-u-contract-v1","latency_ms":23.898166999998693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299472622763108,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_287","prompt_sha256":"7ea3c56c7eb5ca1dfa0b8e7c9fb35b0a50f57a4dcd785c50aed41fdceac8c586","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633627232746123},"components":{"alpha":1.0,"bonus":1.0633627232746123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633627232746123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4446,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8c4179c23d1bd4f57533c97229488321ea2d5c940c9eaf035bdd3f73c7dfd87","formula_version":"titan-u-contract-v1","latency_ms":24.99029199999825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030029389941279,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_892","prompt_sha256":"b8431b1329d37d441c6cfffcbef7a6e25e2dc9aa61db848050bae4087a4f9003","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06335421911633},"components":{"alpha":1.0,"bonus":1.06335421911633,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06335421911633,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4441,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3571e912c8ae564374e5d531fa36193e438b0615a147c1d1d8f03b3836de300","formula_version":"titan-u-contract-v1","latency_ms":32.66070800000875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300208857829967,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_402","prompt_sha256":"c33f70ba072dbb67647c248f480ac0de23c1451f12d7571d20a979dfed16b045","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063487790832598},"components":{"alpha":1.0,"bonus":1.063487790832598,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063487790832598,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4510,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8d492e1aa108011435ccb64fe1bdac4cd25d9ebb45f2f332085cb021298490f","formula_version":"titan-u-contract-v1","latency_ms":31.708124999994425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301544574992645,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_590","prompt_sha256":"bdcd75c99989296abfb3687521e8685064df8e2a64bbadb79e5f48131c54ffa0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063225575783427},"components":{"alpha":1.0,"bonus":1.063225575783427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063225575783427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4344,"eligible_count":122,"excluded_count":18,"feature_sha256":"b29c5df6ca332c4c73ce5379bfd86948210b71db56a49800adb34ec08f30010f","formula_version":"titan-u-contract-v1","latency_ms":26.197209000002886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0298922424500936,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_601","prompt_sha256":"d6dbc8409f26c2b4e23eb14a22f2b47936be695148a67d309491e54f2bddadea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634118183058245},"components":{"alpha":1.0,"bonus":1.0634118183058245,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634118183058245,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4473,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fbb1946fa39c8f43f2122a0cca6db0b22c097f69c4b78a3cf47045d7639adab","formula_version":"titan-u-contract-v1","latency_ms":28.07579200000987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030078484972491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_301","prompt_sha256":"ed4bc81869fe38cd239249511ec5ce45f59bf6d79bfcb8ce856067f23d012159","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633345582705849},"components":{"alpha":1.0,"bonus":1.0633345582705849,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633345582705849,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4429,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fa771b39a05c5af8bf84c38171c454ac6483bd906743976ad38f95214d2a263","formula_version":"titan-u-contract-v1","latency_ms":37.67837499999871,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300012249372514,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_645","prompt_sha256":"ca4f597f8832982fab4230d401fa995c7998906bd663745c7b8737766a1c18d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063415667936343},"components":{"alpha":1.0,"bonus":1.063415667936343,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063415667936343,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4475,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6b13caf8cadcf342cc6b9c7f8aa24a9a97c0044617d82eb029c7af8021d4b87","formula_version":"titan-u-contract-v1","latency_ms":25.444999999990614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300823346030095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_731","prompt_sha256":"ae671c31535b5b01ab62d6a192422acd4280723653a477287497bef0fc798614","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633144525491975},"components":{"alpha":1.0,"bonus":1.0633144525491975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633144525491975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4416,"eligible_count":122,"excluded_count":18,"feature_sha256":"f05bdfd379efcb39c5f10b4855ffeaafb1029fdfd81d745611e8a145ec4a71c6","formula_version":"titan-u-contract-v1","latency_ms":24.968624999999633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029981119215864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_195","prompt_sha256":"719c8bbf26fa8372c434772767cd696c37a6e618a6ddea1d99fb7c25403e0388","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063309989049525},"components":{"alpha":1.0,"bonus":1.063309989049525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063309989049525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4413,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c9ac9f09cdc5658c01a10ed66a126017034244454d3ab81121ee80b288a9484","formula_version":"titan-u-contract-v1","latency_ms":23.319165999993174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299766557161916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_884","prompt_sha256":"81af1b37ad17a00bb2b49be8676dc87bcc6ccbafb96db37527bab36d632b9d79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633930107502592},"components":{"alpha":1.0,"bonus":1.0633930107502592,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633930107502592,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4463,"eligible_count":122,"excluded_count":18,"feature_sha256":"05f2ea6567a88ca5baa357eaf8230b95a4e43f19ba1e9227e03d1f6616f30205","formula_version":"titan-u-contract-v1","latency_ms":24.893500000004565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300596774169257,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_883","prompt_sha256":"56cfbab26478cfb19611776dae4d13cb571ef6af1e2851d87eb8319bf7d2bbb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633070501094686},"components":{"alpha":1.0,"bonus":1.0633070501094686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633070501094686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4413,"eligible_count":122,"excluded_count":18,"feature_sha256":"c995fe55b6e36ecfce8e84956da09570c78a022f866a35de8049f989b3620b8b","formula_version":"titan-u-contract-v1","latency_ms":23.74233300000128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299737167761351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_843","prompt_sha256":"da15baed4df38ef8b6ab3555b53eb433e5402cc0965c4cce6b4a1e0ca4d070f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635168700178197},"components":{"alpha":1.0,"bonus":1.0635168700178197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635168700178197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4523,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f5a1373a80da86593a61e15c6518e650f501edff77214fff7437eb3199354fe","formula_version":"titan-u-contract-v1","latency_ms":24.54079199999626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301835366844863,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_310","prompt_sha256":"577f807fe873c864aee58f238c9151cdd181978f099192cd6ee2f9b20040ddd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632766609930362},"components":{"alpha":1.0,"bonus":1.0632766609930362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632766609930362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4389,"eligible_count":122,"excluded_count":18,"feature_sha256":"fec48cc8204c41c9a6d3b70e7498d21cbd614153a59022f6a00d78b35131e71b","formula_version":"titan-u-contract-v1","latency_ms":30.45499999998924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299433276597028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_117","prompt_sha256":"ae9d0e2f7e67ecd3cc481f3e24d0dc5ea4758d32a5d673560e3646c2546800b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120613144806226},"components":{"alpha":1.0,"bonus":1.120613144806226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120613144806226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4456,"eligible_count":122,"excluded_count":18,"feature_sha256":"7336f4609ad7a2041f9091904f0916d30ccaf3448d1b84755f113992709875d1","formula_version":"titan-u-contract-v1","latency_ms":28.373208999994404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0872798114728925,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_170","prompt_sha256":"393e182b91530dec8eb5cbf49901466df590a9981ff7432a6a5d842324478586","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063309989049525},"components":{"alpha":1.0,"bonus":1.063309989049525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063309989049525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4413,"eligible_count":122,"excluded_count":18,"feature_sha256":"329c0ad75fd5ca4b488fb74d654c982cd08b472f0af940efae0bf85894d985a7","formula_version":"titan-u-contract-v1","latency_ms":32.315917000005356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299766557161916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_159","prompt_sha256":"ba7bce262aad642be15064c979a2afc34df4b72911930d05f90dc2ad13f9175e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632579796314727},"components":{"alpha":1.0,"bonus":1.0632579796314727,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632579796314727,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4374,"eligible_count":122,"excluded_count":18,"feature_sha256":"b354f4b927fe78f9fe09a9c4488876b06f3a960f3b88497530d5c7b883f5a4ed","formula_version":"titan-u-contract-v1","latency_ms":23.116957999988585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299246462981393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_343","prompt_sha256":"17227012b19ea3fe6a34f59afaaa3b7e2fdf2160e01b9e463fbb3d23b7b7f12b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632805956096443},"components":{"alpha":1.0,"bonus":1.0632805956096443,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632805956096443,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4392,"eligible_count":122,"excluded_count":18,"feature_sha256":"06c749020b5b11c2e0485c2a90d80bb0d1a654dc15cf4d814fe32906c00841e6","formula_version":"titan-u-contract-v1","latency_ms":28.574000000006095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299472622763108,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-ru-en_98","prompt_sha256":"a53a332f8074e4df1214b5af76e28d30be226d81488de1f4c8d8e344cafaf54e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632544417083332},"components":{"alpha":1.0,"bonus":1.0632544417083332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632544417083332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4371,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b442680a6a87c8fc5dd9456cb63d761c760da6c6d5cbbe7a8856242c93e3fc2","formula_version":"titan-u-contract-v1","latency_ms":30.451083000002654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299211083749997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_458","prompt_sha256":"a71b2a204862614e5052c183bf4b6c3c3705d3e52c682e3ac28b6d58f65e6fa6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634137394495147},"components":{"alpha":1.0,"bonus":1.0634137394495147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634137394495147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4476,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b8f049eae438c8823126f083f2d4726ba27bf8c6d54316a658cdde5e228dff4","formula_version":"titan-u-contract-v1","latency_ms":25.34079100000497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300804061161812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_137","prompt_sha256":"5f294b03570d870881dff64fb1032d8dd05d0389c03e824d5dff932a25973564","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632556136696383},"components":{"alpha":1.0,"bonus":1.0632556136696383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632556136696383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4372,"eligible_count":122,"excluded_count":18,"feature_sha256":"e419d23ab4a0141cec0b7244940c3fd6eb3d88faea5ba44e9232843a495be7a1","formula_version":"titan-u-contract-v1","latency_ms":27.280833000006055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299222803363048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_82","prompt_sha256":"1695c647c58953d219755cdf94b9879d38e55b06b726e122bbc151439389c5c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063267737331478},"components":{"alpha":1.0,"bonus":1.063267737331478,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063267737331478,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4382,"eligible_count":122,"excluded_count":18,"feature_sha256":"70da414b06c485ef95b0e7c07cbf505e5ffde5766240ccedae49e026583b6254","formula_version":"titan-u-contract-v1","latency_ms":22.717166999996152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299344039981446,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_755","prompt_sha256":"597f3c33dda12e7deba9d0daaf4d978df2bc06bc775fb1a8b7dedc1c71a97964","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632702502186355},"components":{"alpha":1.0,"bonus":1.0632702502186355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632702502186355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4384,"eligible_count":122,"excluded_count":18,"feature_sha256":"95705fccb2c919dc0cbf252bd7ab60bda3748061b4a072047fd243b48dc8ec7d","formula_version":"titan-u-contract-v1","latency_ms":28.67116699999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029936916885302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_513","prompt_sha256":"e7b44251752a310c5c567b90a2cfda6e3d750bb8b1c7145b933fee4229288856","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633144525491975},"components":{"alpha":1.0,"bonus":1.0633144525491975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633144525491975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4416,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cb192f4b585f9eefc62570c7ef5158ebd1f3bcbd6f159a1f81ae1ff6a9a4d48","formula_version":"titan-u-contract-v1","latency_ms":24.511250000003315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029981119215864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_375","prompt_sha256":"351d9b32b619403c86ca7fee32c43119e665810310eabbccf5d2d03b672d2db9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633784934408355},"components":{"alpha":1.0,"bonus":1.0633784934408355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633784934408355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4455,"eligible_count":122,"excluded_count":18,"feature_sha256":"fae867dc2fb23d8d00e7f95a98b34c3df62d0ab6ef0c8d544ab5e6cc6bd8e1c4","formula_version":"titan-u-contract-v1","latency_ms":24.66762500000641,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030045160107502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_848","prompt_sha256":"978e414d692c5cd4ba2862276b44a40f40a32ac1c596b36b9b4f42e30fd8bfe3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063268990101987},"components":{"alpha":1.0,"bonus":1.063268990101987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063268990101987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4383,"eligible_count":122,"excluded_count":18,"feature_sha256":"d189f14c322e42d94a8234b136830cb7d4ab6d9c01a925caf7e7030647bd02e0","formula_version":"titan-u-contract-v1","latency_ms":25.05508400000167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299356567686535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_469","prompt_sha256":"78e459665018b22b75bc62c0ed41f36b54aa8b07215b0feebf863efaa47e99a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632603749787723},"components":{"alpha":1.0,"bonus":1.0632603749787723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632603749787723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4376,"eligible_count":122,"excluded_count":18,"feature_sha256":"75be0492ff3785573e3c7f8442b6391019a5025fe62acc34d48bc4da9f6252a9","formula_version":"titan-u-contract-v1","latency_ms":27.21775000000548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029927041645439,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_377","prompt_sha256":"60a239ed13625edb4a363eeeaba6ec29a94af71e53113b1cc2c6e7e2fc3c2d67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063294188477488},"components":{"alpha":1.0,"bonus":1.063294188477488,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063294188477488,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4402,"eligible_count":122,"excluded_count":18,"feature_sha256":"320fc15c836597fc90a795ea36ab992b6480dbbdf819175bb77e973993f1823a","formula_version":"titan-u-contract-v1","latency_ms":25.80737499999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299608551441546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_435","prompt_sha256":"66a527d5ea9f97bffd00ffcc842c55c04b0c3655e3ab98ac79d0a57039317c55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632556136696387},"components":{"alpha":1.0,"bonus":1.0632556136696387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632556136696387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4374,"eligible_count":122,"excluded_count":18,"feature_sha256":"37997ff10dc0e38d60fa34d13b7d46cc81fc4b92a409eadef5f5a3147a7a3e7e","formula_version":"titan-u-contract-v1","latency_ms":24.675208000005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299222803363053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_272","prompt_sha256":"23bca3b5500bb9ca324bea86ee899c56a4718f6235128ccd62313628828a634f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632603749787726},"components":{"alpha":1.0,"bonus":1.0632603749787726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632603749787726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4376,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6c295202a0fb20dac43eb41a681508671b09a51797779ca64ecda79d29d234a","formula_version":"titan-u-contract-v1","latency_ms":21.538583999998195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299270416454391,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_702","prompt_sha256":"1038359bf84cca0fc43b3db677734fd69a20ee50cff24667e5fe0c5f817cdc9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632652538289777},"components":{"alpha":1.0,"bonus":1.0632652538289777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632652538289777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4380,"eligible_count":122,"excluded_count":18,"feature_sha256":"45eb350071d214cc17bebd842046b95e401873fa896ea6662fd823a7c9b7c08e","formula_version":"titan-u-contract-v1","latency_ms":23.970125000005282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299319204956443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_294","prompt_sha256":"02f24f32afb2ec9287a661dda6eed70afc039280ab53690ea3d78741b6125bc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633012603737946},"components":{"alpha":1.0,"bonus":1.0633012603737946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633012603737946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4407,"eligible_count":122,"excluded_count":18,"feature_sha256":"acd900d04a6e5b89fa550639184a54a6306df9e937d4d6fcb10db28903838edd","formula_version":"titan-u-contract-v1","latency_ms":22.6709159999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299679270404611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_799","prompt_sha256":"81f53efc51b9a67b41a08b54f116675a89eb7db302e9501632aa0c09ea291408","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063355905259382},"components":{"alpha":1.0,"bonus":1.063355905259382,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063355905259382,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4442,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5d9cb5edecab24a5c78973d1148c83057367fbd6ef44c414a9a2b919fb83da2","formula_version":"titan-u-contract-v1","latency_ms":23.056832999998278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300225719260485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_607","prompt_sha256":"2be9cc4ab93139f887c9e86b24fd693b31ef37e45a4b06621f10eb1112e37457","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634495756734306},"components":{"alpha":1.0,"bonus":1.0634495756734306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634495756734306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4492,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e81c37f456daf928aea17c27864088886472242d3054c178da9c561f8d6dd05","formula_version":"titan-u-contract-v1","latency_ms":27.389166999995496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301162423400971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_917","prompt_sha256":"ddfd007e99934bd7c6ea94844b9ba5e79e8506fc0df70a465786121c058cb3d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063371411037789},"components":{"alpha":1.0,"bonus":1.063371411037789,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063371411037789,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4451,"eligible_count":122,"excluded_count":18,"feature_sha256":"876e81b03b4b82da2d06bd42d3a2640dbb118217e38bbb200106ccbe587d33a7","formula_version":"titan-u-contract-v1","latency_ms":24.371999999999616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300380777044555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_310","prompt_sha256":"e5984859e8497a5dd5a206e0b178e70a4fb47081d2930d213fdee2afafe83c18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633426217593274},"components":{"alpha":1.0,"bonus":1.0633426217593274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633426217593274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4434,"eligible_count":122,"excluded_count":18,"feature_sha256":"114da46cd46a0325c1894fde89c49cf3b5d4a2d1735d2e18ec3fd328c583350e","formula_version":"titan-u-contract-v1","latency_ms":21.54479099999662,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030009288425994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_656","prompt_sha256":"84167fe9ccac5008544b2766187e756c01f97c3c7e53d24de6bc2530e466daa1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633313842883134},"components":{"alpha":1.0,"bonus":1.0633313842883134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633313842883134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4427,"eligible_count":122,"excluded_count":18,"feature_sha256":"333eb513538de64cae58884d48e143c3aff7a9f114edfa79f7279883bcc40d69","formula_version":"titan-u-contract-v1","latency_ms":24.53254099999924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.02999805095498,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_555","prompt_sha256":"e2be6c47e2328b49183dadab740d7eed44d83e914824c66b4698fea64ba06562","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634137394495147},"components":{"alpha":1.0,"bonus":1.0634137394495147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634137394495147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4474,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd4f976ec0e6a51c02e1975710a7baeea0d1df5733be955b4fc9c1a41ff7148f","formula_version":"titan-u-contract-v1","latency_ms":24.091416999993953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300804061161812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_389","prompt_sha256":"a7f8c050386955727ab4dd1d829064e2b8f10c7d479cdfc8b1a56c5af609b494","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063396713514058},"components":{"alpha":1.0,"bonus":1.063396713514058,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063396713514058,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4465,"eligible_count":122,"excluded_count":18,"feature_sha256":"68a235dbfeddf79a559267f3c8cec8cf182f746394aeae5280d685797455aca5","formula_version":"titan-u-contract-v1","latency_ms":24.95654100000877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300633801807246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_765","prompt_sha256":"a1bd69511096f2c2b5dccf91af2a5d552e7a3dc91be138df9959fbf2473b9a71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633714110377896},"components":{"alpha":1.0,"bonus":1.0633714110377896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633714110377896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4451,"eligible_count":122,"excluded_count":18,"feature_sha256":"0241568421b692eb7442a53f7f5e4812a3e6f39b4efeab9ba037bdd7d65a2e1e","formula_version":"titan-u-contract-v1","latency_ms":23.298791000001984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300380777044562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_376","prompt_sha256":"a65102b5f9f491c09b5b2585fa6fe13183ed169219f0591547613ddc62ba3c76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632914111380753},"components":{"alpha":1.0,"bonus":1.0632914111380753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632914111380753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4400,"eligible_count":122,"excluded_count":18,"feature_sha256":"9992388e736f66e2a54d4a93a560c402465dccaf0cc290594b4c6fe9894d637c","formula_version":"titan-u-contract-v1","latency_ms":21.97512499999732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029958077804742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_762","prompt_sha256":"1b0043118298c55b76b17c6950335747cec05a14c1b1bc389c33b3570bb42b18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633298083144296},"components":{"alpha":1.0,"bonus":1.0633298083144296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633298083144296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4427,"eligible_count":122,"excluded_count":18,"feature_sha256":"b371a3fe895c876caf8d74344476754449966b8b6f5107737de587cf5a7d2a8e","formula_version":"titan-u-contract-v1","latency_ms":21.756084000003284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299964749810961,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_224","prompt_sha256":"b86e45f317bea2fc85d9c93c66ea2573e5132988bf74f1c548870e870d0184a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632819218403462},"components":{"alpha":1.0,"bonus":1.0632819218403462,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632819218403462,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4393,"eligible_count":122,"excluded_count":18,"feature_sha256":"3200d5f661e063ea24e9b91b0d1006877fe6f27c017ca6b8a39978899d0ca144","formula_version":"titan-u-contract-v1","latency_ms":22.78483300000289,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299485885070128,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_515","prompt_sha256":"419c56a6a4be13b10b32f7c61ff34187dc414883846e523d610c41c4bf151353","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634683859017617},"components":{"alpha":1.0,"bonus":1.0634683859017617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634683859017617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4503,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a31cff75c9ae5b30500b9bb8d0654d5eab55273db231ad3ebf51843934babf1","formula_version":"titan-u-contract-v1","latency_ms":23.000416999991558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301350525684283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_268","prompt_sha256":"4233d502f96a4012ae9cea4e5d436094a09f9da173ac1f7eae4a6b27375dff3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633070501094686},"components":{"alpha":1.0,"bonus":1.0633070501094686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633070501094686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4411,"eligible_count":122,"excluded_count":18,"feature_sha256":"af1b8db730f831110ab639c3bcf0480bdd7adbff7b7a5b1c3d6e33bbaf7e917d","formula_version":"titan-u-contract-v1","latency_ms":26.47095800000443,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299737167761351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_484","prompt_sha256":"4acc0e2be2115537212a72c7131e2fd7b68a69679cb2be18dd63938510863d11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633329676070433},"components":{"alpha":1.0,"bonus":1.0633329676070433,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633329676070433,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4428,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a10cc46b0e587f0365f5d5aab8428355feffb6a8ad3e04e0ed4d928d7b5b835","formula_version":"titan-u-contract-v1","latency_ms":23.757207999992147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299996342737099,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_226","prompt_sha256":"99114b7498789cd2ee7cff67f515e9c7448a01ef838185fc2f67bea358f7374c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632766609930364},"components":{"alpha":1.0,"bonus":1.0632766609930364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632766609930364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4389,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e2e96405bdbe4b937abc24f3006e98d10a7bd0810d58c1aed0857cb97216496","formula_version":"titan-u-contract-v1","latency_ms":23.659582999997042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029943327659703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_51","prompt_sha256":"7a89347718f8335e4d8a0407751aa93e336b10293e3fa790b0d5ec8c631b9af2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633893373607337},"components":{"alpha":1.0,"bonus":1.0633893373607337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633893373607337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4461,"eligible_count":122,"excluded_count":18,"feature_sha256":"2acfed14393602f06c0bdf31030f29077a7e12fa717f02b73420191998a97c05","formula_version":"titan-u-contract-v1","latency_ms":26.426874999998518,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300560040274003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_211","prompt_sha256":"fd7f056eb60b72baf0520ffd36fb45029d7f23fd3a814e8d5985f3a3c7584c81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634023227358496},"components":{"alpha":1.0,"bonus":1.0634023227358496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634023227358496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4468,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dedd8de287495a97de2bde46db20dbff555f96eb1cbaa0b76f0276352a0afc5","formula_version":"titan-u-contract-v1","latency_ms":24.10712500000045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300689894025161,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_739","prompt_sha256":"f8f7eb61e2e4924a1c7576435f6268c9358a3c39c9d74fd59ae885cb7f15f02c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633329676070427},"components":{"alpha":1.0,"bonus":1.0633329676070427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633329676070427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4428,"eligible_count":122,"excluded_count":18,"feature_sha256":"1012de73f89e1183ad5848e652878d95a67a13fe52ae1d852c2d73629542e49e","formula_version":"titan-u-contract-v1","latency_ms":21.529999999998495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299996342737092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_318","prompt_sha256":"663d9927e400a83ec3191263896455f27975ec73d965d4e5676cf4653ab48316","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632265493828208},"components":{"alpha":1.0,"bonus":1.0632265493828208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632265493828208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4345,"eligible_count":122,"excluded_count":18,"feature_sha256":"3810671d697ca51a4b8993d6679689cc8924778c2ee221377665057be15586c5","formula_version":"titan-u-contract-v1","latency_ms":24.4444999999871,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0298932160494874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_135","prompt_sha256":"ba0177fe4240dbd21f4d91c39a374f413abf9e2e4b33d7b740ff75d3769c1280","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063378493440835},"components":{"alpha":1.0,"bonus":1.063378493440835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063378493440835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4457,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa48bfc7070f4512fa68ab0144c810dd1d050483b51430fe7dddea9154d0c9ff","formula_version":"titan-u-contract-v1","latency_ms":23.35137499999007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300451601075016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_762","prompt_sha256":"2aade7586cd2a7590b5776487731896ced169a76b6f64f4c607d94d480725672","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462524},"components":{"alpha":1.0,"bonus":1.0634812564462524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4507,"eligible_count":122,"excluded_count":18,"feature_sha256":"300e60e5bcf5fc247ac6b44c44f29d82d12856e7ef1603b0431a9473868eb9f3","formula_version":"titan-u-contract-v1","latency_ms":25.993665999990867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030147923112919,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_493","prompt_sha256":"e19d7e0b792591f196fcdd4f14047da97e43752d4fe0fab42a557440c1d9d76e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063417603766272},"components":{"alpha":1.0,"bonus":1.063417603766272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063417603766272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4476,"eligible_count":122,"excluded_count":18,"feature_sha256":"d57984cf0111f7c9232b611d347f103d86ec801d4e806a3d8aa63743a7786a02","formula_version":"titan-u-contract-v1","latency_ms":25.734334000006243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300842704329385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_485","prompt_sha256":"27a9825a402f8c75b3e632d89751ef445c8d6d3dceec9568cedc5c5335d32ab4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063483427233354},"components":{"alpha":1.0,"bonus":1.063483427233354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063483427233354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4508,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c24ad08e5c00b3828ff1fd09edbcaf3e65f5418893b803964906e50e918f5ec","formula_version":"titan-u-contract-v1","latency_ms":22.813833000000727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301500939000205,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_573","prompt_sha256":"319f68c04eeb62e6a31b22fa0beefda05433c3f497a9f0c3eb8094dde2b74bc7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632819218403462},"components":{"alpha":1.0,"bonus":1.0632819218403462,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632819218403462,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4393,"eligible_count":122,"excluded_count":18,"feature_sha256":"b99a57b7cec9b0b028301ab836dbffd50120f39be0e87d9f0dfd3d96bb0fc9a2","formula_version":"titan-u-contract-v1","latency_ms":24.713165999997955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299485885070128,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_803","prompt_sha256":"24bd9353e681bce310590f5ef4320d831f47b3f02165a11145b48554d6c5a632","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632955881656332},"components":{"alpha":1.0,"bonus":1.0632955881656332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632955881656332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4403,"eligible_count":122,"excluded_count":18,"feature_sha256":"378680f66c2ce5e0de0f400cec75c2f32204e8149284bbaa91c52e453ff6aa0f","formula_version":"titan-u-contract-v1","latency_ms":44.71533299999919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299622548322998,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_673","prompt_sha256":"6f1e6369fd639b301586cfc49664899f0f597d99315e8fe8cc5b481fd32d91b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06330559165745},"components":{"alpha":1.0,"bonus":1.06330559165745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06330559165745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4410,"eligible_count":122,"excluded_count":18,"feature_sha256":"dad14b361790b54b0255f20cbfc4eb3fa581cc354949c16f086cafcdd42e470d","formula_version":"titan-u-contract-v1","latency_ms":46.6029170000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299722583241167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_563","prompt_sha256":"26763fd4dc68e566befafa955bbec37d60b6d1b619365447f034a41616b4d08a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634747881355722},"components":{"alpha":1.0,"bonus":1.0634747881355722,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634747881355722,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4504,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec9291d7e1951fddc94f77dbfd951b73c3be446c6348db1c3346d6b86b761ac4","formula_version":"titan-u-contract-v1","latency_ms":27.85658400000557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301414548022387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_522","prompt_sha256":"2d1d753baaee10abce04a6d3f1270f0d6890af0c0262c9eed6fbe97003bc807d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635330419173632},"components":{"alpha":1.0,"bonus":1.0635330419173632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635330419173632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4530,"eligible_count":122,"excluded_count":18,"feature_sha256":"47389b78913de8925db9d77aff033cea109e84e6ac52b29d0022c4cd57b8a071","formula_version":"titan-u-contract-v1","latency_ms":35.49925000000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301997085840298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_236","prompt_sha256":"1b6c80dbd54227eed3dae4ca84152ac319c1f3c454c1c18a1522f589d456c949","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063311469537501},"components":{"alpha":1.0,"bonus":1.063311469537501,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063311469537501,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4414,"eligible_count":122,"excluded_count":18,"feature_sha256":"7719b59f9ce72846e408df403a9031f53f1ebd38ccbe5c7d16fd9b9fa4230dc1","formula_version":"titan-u-contract-v1","latency_ms":27.31304199998874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299781362041676,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_636","prompt_sha256":"539717791dc345b308631b6c5d589ab6a98faf0c34568234d5530aaa9f065c4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632377438748117},"components":{"alpha":1.0,"bonus":1.0632377438748117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632377438748117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4356,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2add4cc666da6c433c1aa7c42920f2a8f0ebf82f0da49a966b9d8318b5813ec","formula_version":"titan-u-contract-v1","latency_ms":26.777499999994347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299044105414783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_85","prompt_sha256":"a58bdc8af38c34a6ea7fb63c9cef58e9bec774ecd99bf7f08707bb903f2ef615","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634234553142505},"components":{"alpha":1.0,"bonus":1.0634234553142505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634234553142505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4479,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d38835886cc5673e559eeee077481ac599a6d9c09eb85f9e823424e93d51336","formula_version":"titan-u-contract-v1","latency_ms":28.468292000013662,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030090121980917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_377","prompt_sha256":"5a05c737f76889096b52772a0115457b755a4c151c2502711e6f4ad62f0752a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632845963393338},"components":{"alpha":1.0,"bonus":1.0632845963393338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632845963393338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4395,"eligible_count":122,"excluded_count":18,"feature_sha256":"5150be653ddcaa781f35bf172bf29cc86e663b096c82f69999ce198d00936e15","formula_version":"titan-u-contract-v1","latency_ms":28.434541999999396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299512630060004,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_921","prompt_sha256":"11e2a7a0ec8e2602c92fbe3f5f85d37704369a34e21e7195905b6fd424701b5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633144525491975},"components":{"alpha":1.0,"bonus":1.0633144525491975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633144525491975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4416,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cd97ffa530645e5b35326b4c0e927c4fad8d1bde4655a8499f21cce3497e3d4","formula_version":"titan-u-contract-v1","latency_ms":33.417916000004766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029981119215864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_19","prompt_sha256":"a4de2395a932ddf4a50f795dfef7bc3af66ffcdc33512f63851721c3d5b49df2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633266784013273},"components":{"alpha":1.0,"bonus":1.0633266784013273,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633266784013273,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4424,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bad0fbd8c252aae1ec6bdaa083b121612c4fea389f9a48700bfba4325e62a1f","formula_version":"titan-u-contract-v1","latency_ms":27.27229199999215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029993345067994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_719","prompt_sha256":"fd9e78383710ef4d4be8e3d64cdda1de047f3f1c17ea968cc4f6fdbedecf0f7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632740746451506},"components":{"alpha":1.0,"bonus":1.0632740746451506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632740746451506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4387,"eligible_count":122,"excluded_count":18,"feature_sha256":"495eafa5f6f03dd01050ce4a7d52c7561fed7396924f9fe475236c5e11295b8d","formula_version":"titan-u-contract-v1","latency_ms":27.86166700001047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299407413118171,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_849","prompt_sha256":"eced2b7a8c7f2b888ad03d98a88ba78cd860a7e17287e64778b7d0bb137864de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632532770934684},"components":{"alpha":1.0,"bonus":1.0632532770934684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632532770934684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4370,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9931fdaf776b57e9b3c1f8ec4ec6a722fb8b7618415ad375e0523e54fd87b6f","formula_version":"titan-u-contract-v1","latency_ms":23.007957999993778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029919943760135,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_504","prompt_sha256":"38e4e1ff2a009dba51d6e7e3de8cc35b2209da34a50b2ea0c3923fbb00bd1303","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632914111380753},"components":{"alpha":1.0,"bonus":1.0632914111380753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632914111380753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4400,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8901eea3ed747f8ad8fad833a50aae77145ca248e5c8455392d0a6566b2ab32","formula_version":"titan-u-contract-v1","latency_ms":22.498042000009377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029958077804742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_757","prompt_sha256":"ce9214beba6c9203e3d14b99e34be2eab5c8ccc4b4e29dc116ac123d1466e4bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063320506714697},"components":{"alpha":1.0,"bonus":1.063320506714697,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063320506714697,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4420,"eligible_count":122,"excluded_count":18,"feature_sha256":"30e70e2526d76ae35a1ddf43037f4881b78089e33f2d7180e4e7161c8f914b61","formula_version":"titan-u-contract-v1","latency_ms":23.495499999995673,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299871733813635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_907","prompt_sha256":"869d6415550b46cc0dfdcc4495e8a9786d3cf866467997d783198a00ff141a51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632927961349592},"components":{"alpha":1.0,"bonus":1.0632927961349592,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632927961349592,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4402,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d375a624ab1bdfddf91bd0a8d1e992bd9d87c77931e0b631fa7658e5c8a1499","formula_version":"titan-u-contract-v1","latency_ms":22.46362500000032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299594628016258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_871","prompt_sha256":"a8fc95a5f07eedde59a26f9913e7677c47044e4519a07e4287073c3fbba3127d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06324869209889},"components":{"alpha":1.0,"bonus":1.06324869209889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06324869209889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4366,"eligible_count":122,"excluded_count":18,"feature_sha256":"623ed1a1fdb2fdc7032f18bde59d66569e9c3da91d5473518243a07397a5cdd9","formula_version":"titan-u-contract-v1","latency_ms":24.672666000014942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299153587655565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_14","prompt_sha256":"7df1967e9452e57d803dac3ce3fdcf5943dcb3fa78e10a427336169cc01233e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635283846705739},"components":{"alpha":1.0,"bonus":1.0635283846705739,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635283846705739,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4528,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e601f282fb125b3598b451c00681478b48328b44db8ab81c0c943df26b2880f","formula_version":"titan-u-contract-v1","latency_ms":24.331084000010605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301950513372404,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_26","prompt_sha256":"29f0d66966363f2d7aef474b0fed5ef88bc3e4bb635292dff59b87fecb6fe980","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063280595609645},"components":{"alpha":1.0,"bonus":1.063280595609645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063280595609645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4392,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8ac388d7f9fea78f5f52310d28d1b1eba6c5d68aed1f486e8511e7f62262d5a","formula_version":"titan-u-contract-v1","latency_ms":24.60729199998468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299472622763115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_969","prompt_sha256":"13e72af70bed5bc04b2fdba2f3482917502a868a46a379cf1bc5b3fd7c2e89fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632615836719108},"components":{"alpha":1.0,"bonus":1.0632615836719108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632615836719108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4377,"eligible_count":122,"excluded_count":18,"feature_sha256":"482f70059c60bdc8b8904fc26af308356da672a605ab71b4d9e58275234dfc01","formula_version":"titan-u-contract-v1","latency_ms":24.819500000006656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299282503385774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_732","prompt_sha256":"aede7cacea18218a2a0814252a9b25315ebd211be663900525480aeecffc9124","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634333547524264},"components":{"alpha":1.0,"bonus":1.0634333547524264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634333547524264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4484,"eligible_count":122,"excluded_count":18,"feature_sha256":"418d76bd9ffae1a90fecc897b8b304f2d45dc8f83b0abbf703d6a5d7f6b1ee04","formula_version":"titan-u-contract-v1","latency_ms":23.129374999996344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030100021419093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_408","prompt_sha256":"41dd5e76b412a26c65a4e86c780abfa8253b76d127464af18f05b7cd7484c84b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632615836719108},"components":{"alpha":1.0,"bonus":1.0632615836719108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632615836719108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4377,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f550c7d4d75dac87289a4aab8bee07fbfec290ce2c92269d5deea0e05904efa","formula_version":"titan-u-contract-v1","latency_ms":22.905084000001352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299282503385774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_285","prompt_sha256":"da498059af7e75a00e3131eb2433b3ead1ab7cc11ccf4eac61f6d2db55556a68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634137394495145},"components":{"alpha":1.0,"bonus":1.0634137394495145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634137394495145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4474,"eligible_count":122,"excluded_count":18,"feature_sha256":"7385e4e7ad465b1ace053799347e492bec9826ea4a22e5d9922ef828fb15f0cc","formula_version":"titan-u-contract-v1","latency_ms":26.626875000005157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030080406116181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_597","prompt_sha256":"f53c03d28a7ac10e7308952020b9508bbd3447932fbde8447c7d10eebefb2403","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063244224649257},"components":{"alpha":1.0,"bonus":1.063244224649257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063244224649257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4362,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd88e3d03b0c7186c5409c2bde6f824c92b4e120df289ed09fcd8fe8e84e6207","formula_version":"titan-u-contract-v1","latency_ms":23.908957999992708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299108913159236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_524","prompt_sha256":"3e0759595c41da23aab7ef8502c2681cf1f53a7224e0a77848dc0b631095bd2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635738139934152},"components":{"alpha":1.0,"bonus":1.0635738139934152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635738139934152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"44e54e539cab1d7d958ae867e298f7c09c407c3d1e08531ea0a777fa42f99fbe","formula_version":"titan-u-contract-v1","latency_ms":23.673709000007648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302404806600818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_289","prompt_sha256":"a0d5e3a58b23bfb5e35c2925a017dd74bb786fc71702246a4edf222ec28c3fdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634333547524264},"components":{"alpha":1.0,"bonus":1.0634333547524264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634333547524264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4484,"eligible_count":122,"excluded_count":18,"feature_sha256":"987c6cf262b16df2f51b1de3220fd53bda75a9f0b148b990d96aedff52a1064c","formula_version":"titan-u-contract-v1","latency_ms":22.78279099999736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030100021419093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_552","prompt_sha256":"881dda1290962c595e3f06d5adb60d2c10a79b5576f72c23fdb9f759cfb87a8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633235778679977},"components":{"alpha":1.0,"bonus":1.0633235778679977,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633235778679977,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4422,"eligible_count":122,"excluded_count":18,"feature_sha256":"402afd1770cc12ac3b56f78556094280af2d69879e9f4c6dd977787c9f459fc6","formula_version":"titan-u-contract-v1","latency_ms":24.410125000002836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299902445346643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_992","prompt_sha256":"6ada6e638a24fb63a469095ef12468b72bc95eda6ba68d656ef3115e1af2a9d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06331746494168},"components":{"alpha":1.0,"bonus":1.06331746494168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06331746494168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4420,"eligible_count":122,"excluded_count":18,"feature_sha256":"05f143edb18af545240a870b49a3dcedc8ea948d3ce07d5d6a2cf3abda4b8084","formula_version":"titan-u-contract-v1","latency_ms":23.321957999996812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299841316083465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-kk-en_52","prompt_sha256":"80d1b6302a035db3b9517654919a6df7ef99ac4e057afa551d496bc7836df52f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633893373607337},"components":{"alpha":1.0,"bonus":1.0633893373607337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633893373607337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4467,"eligible_count":122,"excluded_count":18,"feature_sha256":"aaa5edd2b9c7378705966ddba4298e84cd6f5e6e58fe69b7f3043420e047783c","formula_version":"titan-u-contract-v1","latency_ms":22.321666999999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300560040274003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_170","prompt_sha256":"22bcc9d0d1dd4b7fddfb955ac9bbca12a67e26a842cc5de78f82f18f0e062c51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633592995784633},"components":{"alpha":1.0,"bonus":1.0633592995784633,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633592995784633,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4444,"eligible_count":122,"excluded_count":18,"feature_sha256":"803e2260c7379ee7d4c7695b7379809649532d45d2a415d7e71e149b4930d78c","formula_version":"titan-u-contract-v1","latency_ms":25.99083399999813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300259662451299,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_125","prompt_sha256":"fbc8ca7ed40f5d6d944ed556c61a3b70a4d484807f54f12fa50cb32010bc02e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632766609930362},"components":{"alpha":1.0,"bonus":1.0632766609930362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632766609930362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4389,"eligible_count":122,"excluded_count":18,"feature_sha256":"605d1a0b7ecf5218ac812d5b5dd6a9298a3c683fcf4a734c0915dc84afc54044","formula_version":"titan-u-contract-v1","latency_ms":22.536583000004384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299433276597028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_932","prompt_sha256":"759e41a2ad27d6f09467918017b2f642476916a0ad077d6dd4bc841e1049428e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632832554169185},"components":{"alpha":1.0,"bonus":1.0632832554169185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632832554169185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4394,"eligible_count":122,"excluded_count":18,"feature_sha256":"079048dba46237a14c1e5470b4ec71dd14a46823cfa56ec01b93d00cbe446544","formula_version":"titan-u-contract-v1","latency_ms":25.39604200001122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029949922083585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_127","prompt_sha256":"3bb7f2a7000493090b1d99bfecc772853b39571d82ed18fa1ea0d6ae81654874","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632832554169185},"components":{"alpha":1.0,"bonus":1.0632832554169185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632832554169185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4394,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb994c71a5c0a3b15e59e93daf67d4e57627a71a536292f1e50fdb22f183dfe7","formula_version":"titan-u-contract-v1","latency_ms":23.172208000005412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029949922083585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_175","prompt_sha256":"4759a095dc57c99a2492685ab645821e9fd56d80b0bae09186768fbeacbaead2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633856933457868},"components":{"alpha":1.0,"bonus":1.0633856933457868,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633856933457868,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4459,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fac1767e7044c4053b5a0f59595e9df21860f12da0f5d574d09b6b4ff96a266","formula_version":"titan-u-contract-v1","latency_ms":24.655125000009548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300523600124534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_197","prompt_sha256":"fbc734b50cfec3b482cb4a7ed0a9fe71ec4d8d5fce39c8d0aa1879765cb4ac12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632998313034756},"components":{"alpha":1.0,"bonus":1.0632998313034756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632998313034756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4406,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0dd1ab466f5b3d15685c3235c9bde943109cae2e9e71f27be5244168cc33b1a","formula_version":"titan-u-contract-v1","latency_ms":22.94595899999763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299664979701422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_58","prompt_sha256":"8f87ecfe13932b32958390547c720327862a966b86b6222fd5098dedeaa1259d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009358},"components":{"alpha":1.0,"bonus":1.0642683850009358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0b4b07851b7bc815eca96c28be20384e2015d71050d6a5d319b72cb66622a4a","formula_version":"titan-u-contract-v1","latency_ms":22.19662499999231,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_576","prompt_sha256":"7b9ce36081ed115d339c8783459fe026bbbc56a3cd5f4f3b2145de2312131567","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633266784013273},"components":{"alpha":1.0,"bonus":1.0633266784013273,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633266784013273,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4424,"eligible_count":122,"excluded_count":18,"feature_sha256":"28962a0aad51a8b99f7d661c008acd161eda8a72167f46b6ade63f92e32fac92","formula_version":"titan-u-contract-v1","latency_ms":21.860874999987345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029993345067994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_740","prompt_sha256":"bde69ca1dc2282a083db2f5b16efc28363986455ecb54ebf6141ba47454917b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634254205161733},"components":{"alpha":1.0,"bonus":1.0634254205161733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634254205161733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4480,"eligible_count":122,"excluded_count":18,"feature_sha256":"497e3a150c925267589c38034c1eff986af0482d02aace28cc828d0657866bed","formula_version":"titan-u-contract-v1","latency_ms":24.403000000006614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300920871828398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_273","prompt_sha256":"90596e184b321e16a902349dd07cde7cf87ad71cd076bb6f5a8cbf1db472677c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635962579851435},"components":{"alpha":1.0,"bonus":1.0635962579851435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635962579851435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"c55d41c26ae474625951b789e2960d5ea7bb9b96004f1299a13616724ac48b52","formula_version":"titan-u-contract-v1","latency_ms":28.12687499999811,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03026292465181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_199","prompt_sha256":"a3a7dd4a0a38d4575dd8bb7ab8f1a1466ef4a31ea66eed5d109630a0a6442ccf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634195469392596},"components":{"alpha":1.0,"bonus":1.0634195469392596,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634195469392596,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4477,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6e80e5390eb223b1f754c475d480573f8631130ac98de22d91b0a75481a2b11","formula_version":"titan-u-contract-v1","latency_ms":28.555874999995012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300862136059261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_7","prompt_sha256":"d0988454cd055ee55da71b67a5d386327abb01c3b0205464d76c6a747bcb5970","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632627997113413},"components":{"alpha":1.0,"bonus":1.0632627997113413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632627997113413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4378,"eligible_count":122,"excluded_count":18,"feature_sha256":"138795fb92d6ef5da42d4a14df7dcafd756348db0c8f34a96a89efc24c49b834","formula_version":"titan-u-contract-v1","latency_ms":63.74991699999555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299294663780079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_393","prompt_sha256":"a53c4952ab53191626b543943c31387e766d332f9165041276c2c4633a9f4bb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632567929773595},"components":{"alpha":1.0,"bonus":1.0632567929773595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632567929773595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4373,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce2bc631d017401993d738c940c485352642064a39def25b0361f028a3779d65","formula_version":"titan-u-contract-v1","latency_ms":26.95104200000742,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029923459644026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_589","prompt_sha256":"32434692eef44dd0500d7acdc2914aabf364d54b478f966319cb56782c35933e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635055388901367},"components":{"alpha":1.0,"bonus":1.0635055388901367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635055388901367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4522,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad04b4054a293f7b9a5fb55d74b6652b04d59437b2fb99ba9eaa535ab17dbde4","formula_version":"titan-u-contract-v1","latency_ms":39.52795899999728,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301722055568032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_934","prompt_sha256":"fed72775913a01993b3f817b1597b1da5852e64c3bf76cadaefff0e9e24ffc84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063318982155637},"components":{"alpha":1.0,"bonus":1.063318982155637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063318982155637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4419,"eligible_count":122,"excluded_count":18,"feature_sha256":"1187337f15045fbcd441a882852d32c07e8f97602839d1ae3c39f25ed422e4ee","formula_version":"titan-u-contract-v1","latency_ms":27.791333000010354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299856488223036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-kk-en_467","prompt_sha256":"7f8523802d622617a03411dbe6cac44245511854b4c282499bfe9e7c06d892e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633235778679977},"components":{"alpha":1.0,"bonus":1.0633235778679977,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633235778679977,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4422,"eligible_count":122,"excluded_count":18,"feature_sha256":"da681e8c7af33278a55c09fd90e1c84ad2dff989499bcb7882fae841f7e06de1","formula_version":"titan-u-contract-v1","latency_ms":22.15645800001198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299902445346643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_252","prompt_sha256":"b8f5a21020acd2dfe254fb90f834f6241872abcc95f45d299ba7948071c73d38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634313601791607},"components":{"alpha":1.0,"bonus":1.0634313601791607,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634313601791607,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4485,"eligible_count":122,"excluded_count":18,"feature_sha256":"60d21e82b22d549c568272cf92274cbe7056d38e49317efa23009581a7b1b2b3","formula_version":"titan-u-contract-v1","latency_ms":24.286166000024423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300980268458273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_737","prompt_sha256":"2e018c5b0510aa5d40a305b589783dc2ee4dcb2f39b68a9b10733211ee1875e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632969951993658},"components":{"alpha":1.0,"bonus":1.0632969951993658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632969951993658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4404,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce933688f15562e239083fcb790df00bda8d7f8f2fe3fcfbda4b6c6ec33d2636","formula_version":"titan-u-contract-v1","latency_ms":21.125541999992947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299636618660324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_930","prompt_sha256":"dbc9e731bbda5f3f3879e3e00da24738d419bff3cb724127d1bc36a2a3d7887b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063254441708333},"components":{"alpha":1.0,"bonus":1.063254441708333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063254441708333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4371,"eligible_count":122,"excluded_count":18,"feature_sha256":"480968ee36e066b7513608892e1340b528a4f30d41f75f0320500a83ba1f23fe","formula_version":"titan-u-contract-v1","latency_ms":21.76354200000219,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299211083749995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_72","prompt_sha256":"5ba3a70b9216302c4127de51074ad8c6bb75f757549ed4324d9cebd32025a9e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06327407464515},"components":{"alpha":1.0,"bonus":1.06327407464515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06327407464515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4387,"eligible_count":122,"excluded_count":18,"feature_sha256":"d16e1bc0ad3b68e1a4b57c9abc074d83374822e17d7da3375a563232c9089cd7","formula_version":"titan-u-contract-v1","latency_ms":21.7425829999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299407413118165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_449","prompt_sha256":"7e4851fa22855b542caba65a2a5f18e32026516679a8a9398030e0bdf68ab866","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634137394495147},"components":{"alpha":1.0,"bonus":1.0634137394495147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634137394495147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4474,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a0498f2d271115f10eb36445a3bed2c3fe3c875a92aad09699bd2453f0ed57c","formula_version":"titan-u-contract-v1","latency_ms":25.10391699999559,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300804061161812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_196","prompt_sha256":"52d7605ce421b3700494e89f2ddb4d27d90e2eb784b704f5cfdd14efbd64e706","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063311469537501},"components":{"alpha":1.0,"bonus":1.063311469537501,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063311469537501,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4414,"eligible_count":122,"excluded_count":18,"feature_sha256":"b09d1d6ebb70223030fcbfa0b7c7978ff98c45e6957142fe03e159832a4c2fc5","formula_version":"titan-u-contract-v1","latency_ms":24.605999999977257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299781362041676,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_776","prompt_sha256":"f4bce8b6d6904090eeef38a7b5fa575c2dc6c2755f16a896f62f88c653a0694d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063325124462175},"components":{"alpha":1.0,"bonus":1.063325124462175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063325124462175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4423,"eligible_count":122,"excluded_count":18,"feature_sha256":"00f7bdf2d717741b1dccfba251a7548d3a9245394c73e48d6d8a7d1f6e81eaae","formula_version":"titan-u-contract-v1","latency_ms":24.185167000013053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299917911288416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_122","prompt_sha256":"89a9c3617c9425fc2f35dafe222052d4a33c88dee8f287fbb9472c9d9ffd3e1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633696587969774},"components":{"alpha":1.0,"bonus":1.0633696587969774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633696587969774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4452,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e6403b416894da963404d6113ed0767f4868f12608206006ae801ba116697e2","formula_version":"titan-u-contract-v1","latency_ms":24.49691600000392,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030036325463644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_404","prompt_sha256":"836f4f1ac6219193815969572290a308af878685445fbaedaf0c20b19b6bc1c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634099045053136},"components":{"alpha":1.0,"bonus":1.0634099045053136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634099045053136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4472,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ac0802cfdb62ea24b947371840281302c82b62b9d585546beee634ead37cd41","formula_version":"titan-u-contract-v1","latency_ms":27.9534999999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300765711719801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_330","prompt_sha256":"77d536d2a1fab6b5d1f984b68762a2b59e68605431c2706c2d280db873fce20e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634856053621506},"components":{"alpha":1.0,"bonus":1.0634856053621506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634856053621506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f6f53da1d98ab75a654cbba3dedbf556b28547803b3ab02ff9c74a6ef837551","formula_version":"titan-u-contract-v1","latency_ms":26.759999999995898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301522720288172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_976","prompt_sha256":"d240cf4aa333341109b5677bf9d3332cd721e946b96d151cde41721b34c712ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634042071632506},"components":{"alpha":1.0,"bonus":1.0634042071632506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634042071632506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4469,"eligible_count":122,"excluded_count":18,"feature_sha256":"0085bdd19c6801d115eb95d95095167de1419665cd2afd91cd36250a26ff6af3","formula_version":"titan-u-contract-v1","latency_ms":24.03354099999433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300708738299171,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_542","prompt_sha256":"6ed9c871a8046354dd9ffb6875c8f387f54ed8d5c1569cb018c7535a1086d1f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633749375514263},"components":{"alpha":1.0,"bonus":1.0633749375514263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633749375514263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4453,"eligible_count":122,"excluded_count":18,"feature_sha256":"668ca38bec2f8fd8e7abe99a9070b7a616da484f77b440527d838564b0748c6a","formula_version":"titan-u-contract-v1","latency_ms":38.88387500001045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300416042180929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_878","prompt_sha256":"a73a6ee745f84e8f7e758080943e5dbc406be98a7f5338bf447892d6e38d8015","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063364446138999},"components":{"alpha":1.0,"bonus":1.063364446138999,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063364446138999,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4447,"eligible_count":122,"excluded_count":18,"feature_sha256":"78a3f89e9245bc9d3f462d79ea4a670197b9ba80bd71ee41462bf493f7496ab2","formula_version":"titan-u-contract-v1","latency_ms":54.80691600001819,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300311128056656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_663","prompt_sha256":"9668f77baa7d07412a3037ae84d4d3412cd4af932d69d7b9405322eac70b3a8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633508688633775},"components":{"alpha":1.0,"bonus":1.0633508688633775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633508688633775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4439,"eligible_count":122,"excluded_count":18,"feature_sha256":"41ace75c4c3509f1a4bf54df0e97c3d0a01ac844a5dd969457b97615c1c5c9f6","formula_version":"titan-u-contract-v1","latency_ms":26.66683299997885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030017535530044,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_434","prompt_sha256":"e6b33e32c73b074ee96fd0d2bba9ef46e825046ee5bb6d3ba8444de22ba05d78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634156679363436},"components":{"alpha":1.0,"bonus":1.0634156679363436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634156679363436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4475,"eligible_count":122,"excluded_count":18,"feature_sha256":"459f817af0ea61967957f93243d2e4368c0593eb74899042d2f4cfeb0d875dae","formula_version":"titan-u-contract-v1","latency_ms":37.41241599999512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300823346030101,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_1","prompt_sha256":"dc9cf65659fd1d786ae0f8a1d1e594d11a013f8087e6e91a753f24d7be69768c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635032946881264},"components":{"alpha":1.0,"bonus":1.0635032946881264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635032946881264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4517,"eligible_count":122,"excluded_count":18,"feature_sha256":"b70138fc5b989123124c8bd6229d082ee10f64d94db60bd0c61bedfa48d8ffbf","formula_version":"titan-u-contract-v1","latency_ms":37.78450000001499,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030169961354793,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_446","prompt_sha256":"c6716dad0a6db6be42a7c5425780918f952d4cd9a3b95246cb74fc4502a9c6d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632615836719108},"components":{"alpha":1.0,"bonus":1.0632615836719108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632615836719108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4377,"eligible_count":122,"excluded_count":18,"feature_sha256":"2270acbc21598dfc5f7586b3540a82e2417132d6cf2b7453775301fd577b992b","formula_version":"titan-u-contract-v1","latency_ms":31.17158399999198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299282503385774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_95","prompt_sha256":"f7e7f87f8ed131b99aa169652484a8e312257d8221849857a99bdb884be95b57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063345898567348},"components":{"alpha":1.0,"bonus":1.063345898567348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063345898567348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4436,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe2c5dfe67dfb27bad16ea7851ecbea5bedf543eb3fb68cc3859b14aa687042e","formula_version":"titan-u-contract-v1","latency_ms":26.31095899999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300125652340146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_354","prompt_sha256":"91e17567afd4bf5d4244c409d1100f8c5be758e164c3332bdfdf133d8af9ab44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634137394495145},"components":{"alpha":1.0,"bonus":1.0634137394495145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634137394495145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4474,"eligible_count":122,"excluded_count":18,"feature_sha256":"8efd5982fcd2f825c888538a53ed950a91349c3e9dfa3277e9beaa9bfae17d60","formula_version":"titan-u-contract-v1","latency_ms":27.201458000007506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030080406116181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_146","prompt_sha256":"533e3dbaf34d8978ee8604cb08fdc393e2c4b9e3140c1c4b2a5f1d56d07e635f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633329676070427},"components":{"alpha":1.0,"bonus":1.0633329676070427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633329676070427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4428,"eligible_count":122,"excluded_count":18,"feature_sha256":"7901c4e216d1d8d2439da25a6eda156807754071d5c90ab1eb2de5a03a758622","formula_version":"titan-u-contract-v1","latency_ms":41.24029199999768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299996342737092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_572","prompt_sha256":"8baa277d24d7cbd6b8db6d71ff77bd4d8cecf23b7653e5bbb75fa619de6997fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06330559165745},"components":{"alpha":1.0,"bonus":1.06330559165745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06330559165745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4410,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a35cd8fa7672c24a247416f153e09fe57c331040b215de496d698a00e7c0b03","formula_version":"titan-u-contract-v1","latency_ms":67.83866699998953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299722583241167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_198","prompt_sha256":"536802dd48c454d133695ec1c673dac2ddbd1f9009671a8cb5af44a4eaec8788","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634214974552658},"components":{"alpha":1.0,"bonus":1.0634214974552658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634214974552658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4478,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9f6cc9dc26f9b8e1eea62cb24bf1988202db5c7ed11f8331144593d2f9fe2f4","formula_version":"titan-u-contract-v1","latency_ms":41.926458999995475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300881641219324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_503","prompt_sha256":"e455451c6edd44d7cf0e222b3b28070b5ecb316dcf27b069a5a190e59b1e6bfc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634966061299866},"components":{"alpha":1.0,"bonus":1.0634966061299866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634966061299866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4514,"eligible_count":122,"excluded_count":18,"feature_sha256":"e34ab82e59daed220fde83fb2a6ff312aaa2bcf1dff298f81291207d67a0de2e","formula_version":"titan-u-contract-v1","latency_ms":38.46058399997787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301632727966532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_101","prompt_sha256":"40208ac30891a5d385811286f7ca5df3a55d0fba1379a0b71b6e56887b5518c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635377285268255},"components":{"alpha":1.0,"bonus":1.0635377285268255,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635377285268255,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4532,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6fb9f6e7d708ee1edcc1cbcdc0496257ecbe1ceb67914c1cf30ef0b4da22e1a","formula_version":"titan-u-contract-v1","latency_ms":41.07583299997941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030204395193492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_83","prompt_sha256":"2a6f13117dba1a9adeed55ba52b628278ad999efa2973bb54f2c02ac7c14144a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634641544558519},"components":{"alpha":1.0,"bonus":1.0634641544558519,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634641544558519,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4499,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8eb48dc282851107623a901cb7791058346920df0eff6cf9c1bb4653c6f50a5","formula_version":"titan-u-contract-v1","latency_ms":67.12333300001205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301308211225184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_774","prompt_sha256":"0b8e34058bac409533d04bd73a906d22861e6bf89c8dc814ee6d978126ec26d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063489983644651},"components":{"alpha":1.0,"bonus":1.063489983644651,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063489983644651,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4513,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f54e5c0bd45db2f02e03db08495a7046480fc485789129d799156bff0800e7e","formula_version":"titan-u-contract-v1","latency_ms":83.94462499998667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301566503113175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_247","prompt_sha256":"32da0969e7a91852f4ed1e8c027a7061604bee345a5fad89f1cce339ba6e76eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632914111380758},"components":{"alpha":1.0,"bonus":1.0632914111380758,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632914111380758,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4400,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cc5adbea95a8080c5bfa2f8149b4bfb7e83912776784c3046f1618a633c658e","formula_version":"titan-u-contract-v1","latency_ms":37.670708999996805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299580778047424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_154","prompt_sha256":"1976fb85f901a0d23ffae74ce8092f16fd356713ef46f1b9ee3f8e0820f167f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633967135140583},"components":{"alpha":1.0,"bonus":1.0633967135140583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633967135140583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4465,"eligible_count":122,"excluded_count":18,"feature_sha256":"337825a67c531eeb1d4a1e9c322d37051254b08862a756fc0f306cf70af7faf1","formula_version":"titan-u-contract-v1","latency_ms":31.624834000012925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300633801807249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_17","prompt_sha256":"b72bafc012a335c967a230dd961979482254c3ad4c1e6c499aec2a279ad70222","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632941884774882},"components":{"alpha":1.0,"bonus":1.0632941884774882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632941884774882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4402,"eligible_count":122,"excluded_count":18,"feature_sha256":"b263c8ae471284e484f036744345972b909c1de081d1c9b5530f23dae8d2bdd2","formula_version":"titan-u-contract-v1","latency_ms":31.919166999983872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299608551441548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_655","prompt_sha256":"48914c888b042156b7a34ebca7d64b6eb26ff97c305d07d571cc1eccd8033f0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"63130031f670cfbd5aad08a9c52c6fa4fbd58f32bfbcc9a927627436e7e0721d","formula_version":"titan-u-contract-v1","latency_ms":38.251541999983374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_257","prompt_sha256":"1b57ac9c441377ab4647b624970860167ad8da8a8538d015e4f49b0f9877e7c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633026967895831},"components":{"alpha":1.0,"bonus":1.0633026967895831,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633026967895831,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4408,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bb21c68213c9d45a1db971f814738a6bb6a0e147df07364ea176aadd9db8bc9","formula_version":"titan-u-contract-v1","latency_ms":137.26716599998667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299693634562497,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_361","prompt_sha256":"c5b3ca47d6d980604aa2edb0c0ff8ee107ba9ea35c52916b9fb5fc884c55653f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634004456518247},"components":{"alpha":1.0,"bonus":1.0634004456518247,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634004456518247,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4467,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbe9881137ef8dacbd1f3d6f494552019f8e64c5b38596fb3dfd5f17fe4abb13","formula_version":"titan-u-contract-v1","latency_ms":36.34370800000397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300671123184912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_667","prompt_sha256":"02bf72fd9deba902d04cad3c085c0afe4b188a83193661ed62b177f153ec2828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635123155434074},"components":{"alpha":1.0,"bonus":1.0635123155434074,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635123155434074,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4521,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec3dc36296f65cea06e4971d28c3b4a854f304dae384419b6872a41e796cf919","formula_version":"titan-u-contract-v1","latency_ms":33.27512499998875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030178982210074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_44","prompt_sha256":"f6b98b8ff00adc6500f845ef1995c79331ab564936019e66371a204b691689fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633377616319755},"components":{"alpha":1.0,"bonus":1.0633377616319755,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633377616319755,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4431,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca083f0c6e64f6a0770bd4d186c8fa6181954c8904a258e9ba5e27a1c8e768b8","formula_version":"titan-u-contract-v1","latency_ms":87.18304199999238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030004428298642,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_848","prompt_sha256":"0ab5890df922b5b9d32201ceb05cf74205947a86ca1219e0c6084d0c43406dfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634333547524264},"components":{"alpha":1.0,"bonus":1.0634333547524264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634333547524264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4484,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5b30d0ee9157e07a039480c884619cbded08b8fadb9860c2f2311d96a7b1015","formula_version":"titan-u-contract-v1","latency_ms":48.3404170000199,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030100021419093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_887","prompt_sha256":"3806661f941ec6c77a72a7819353723a0a7422dee90d6403eff9b16448998636","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634834272333535},"components":{"alpha":1.0,"bonus":1.0634834272333535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634834272333535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4508,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5ec4fbf2a3239af1cace6fc36a1a7077ea7da88d186073c24ed515854546a66","formula_version":"titan-u-contract-v1","latency_ms":36.78720799999269,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03015009390002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_754","prompt_sha256":"da949cd5eca306a8d66a182283a875c0c0f548e0f1328b4857c8f1f5b10cc70c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633099890495246},"components":{"alpha":1.0,"bonus":1.0633099890495246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633099890495246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4413,"eligible_count":122,"excluded_count":18,"feature_sha256":"db263ba72a946bd607ef5a975015581970d085ed9b8d2e49b0014ac70166e40a","formula_version":"titan-u-contract-v1","latency_ms":29.681959000015468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299766557161911,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_5","prompt_sha256":"cc502bc17a4e2c0052f3a4a0e9eee3656df455b2454368d8ccb6ba6e682b648e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a333c63359c94c09b55de77a168201d95a652847f9684b9ef94a25e669cce87","formula_version":"titan-u-contract-v1","latency_ms":35.92249999999808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_578","prompt_sha256":"ac57728826fec4eb56de21f649903159863603a138fd2fb2a1b6a7bb3c613456","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633696587969776},"components":{"alpha":1.0,"bonus":1.0633696587969776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633696587969776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4450,"eligible_count":122,"excluded_count":18,"feature_sha256":"08a8b904c6e25ea366e51ad6298496cac6ddc893f5249e11c2155a4a2cfda1b2","formula_version":"titan-u-contract-v1","latency_ms":38.84208299999159,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300363254636442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_805","prompt_sha256":"34b210a095ae7b20376794ee6a5d71acc9e05bf50f4d78bbe9dac941e5652641","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063540082842438},"components":{"alpha":1.0,"bonus":1.063540082842438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063540082842438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4533,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ca0e828a452c6ccfff6fcfaf7c52f3373fe3380068899e0dec8fe3f66792045","formula_version":"titan-u-contract-v1","latency_ms":54.10262499998453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302067495091045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_998","prompt_sha256":"0cda6a5f1239c4ebb93fd5cd25850327b3e71035697b158293032db4d4c5c482","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635738139934152},"components":{"alpha":1.0,"bonus":1.0635738139934152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635738139934152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a00d9982f61066f4fce190a1a97fdf4d3b591b62642a57b6d9c6ecd391e0dbd","formula_version":"titan-u-contract-v1","latency_ms":39.712125000022525,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302404806600818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_573","prompt_sha256":"595f425121a58e58837e9a1622819cacb6ea95a69aca5a2da80df315b725c590","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633012603737946},"components":{"alpha":1.0,"bonus":1.0633012603737946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633012603737946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4407,"eligible_count":122,"excluded_count":18,"feature_sha256":"963f2dc89b13699cdeaf5f9804c99cc0b6da6582c2b8073bc92d345b0a244754","formula_version":"titan-u-contract-v1","latency_ms":32.4440840000193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299679270404611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_680","prompt_sha256":"edfba15e06def552ed112308ee72e982377152173f78690dbd1895311a34cdd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063400445651825},"components":{"alpha":1.0,"bonus":1.063400445651825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063400445651825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4467,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d800718bc41e58b5d98fb7d5b5734d107326d0ffacc448170ab9d62acdd0b72","formula_version":"titan-u-contract-v1","latency_ms":31.210624999999936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300671123184915,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_824","prompt_sha256":"a8b6d685913a70f0a6a81717a0d70bd6de58861368602bf654a0c4c516155afc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632475642165844},"components":{"alpha":1.0,"bonus":1.0632475642165844,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632475642165844,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4365,"eligible_count":122,"excluded_count":18,"feature_sha256":"d786287724b5377879c650d8e80524ebc5afcc98c89d90dbe5180d7fa59904dc","formula_version":"titan-u-contract-v1","latency_ms":27.65395800000192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029914230883251,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_154","prompt_sha256":"590c696544a9858376b33e5a68a7838bef39d9e5177dfd0e361b6fcd23a874e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632591736319512},"components":{"alpha":1.0,"bonus":1.0632591736319512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632591736319512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4375,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2b0a1ddd77f1fc34713c7b50f464f13f8cf5657d19c52c06d37c896f13889dd","formula_version":"titan-u-contract-v1","latency_ms":120.95554100000072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299258402986178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_23","prompt_sha256":"8e7600082a809c13f75fc689ce9c48e75c58bef7b1972b092ab81a7ec81ed63a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633893373607335},"components":{"alpha":1.0,"bonus":1.0633893373607335,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633893373607335,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4461,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e07cd598163e60ec4854a63e0b18bbb5502396807b5109f8254ab7115edf125","formula_version":"titan-u-contract-v1","latency_ms":109.57441700000459,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300560040274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_38","prompt_sha256":"4a3f5415da7cfa8fd40d3bea9ed8e62256a2213424712df5930f65f060a8649e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063494391293391},"components":{"alpha":1.0,"bonus":1.063494391293391,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063494391293391,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4515,"eligible_count":122,"excluded_count":18,"feature_sha256":"c01ee30500f3f764204cf8d5c5a5cff2f5e095c97d4232c78e771e7b4baef6f4","formula_version":"titan-u-contract-v1","latency_ms":39.915540999999166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301610579600575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_171","prompt_sha256":"44ebc249fc8dfd0744fdc2d404d356dca8eabfc0584287b4494918b4a26146a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635640297191797},"components":{"alpha":1.0,"bonus":1.0635640297191797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635640297191797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4543,"eligible_count":122,"excluded_count":18,"feature_sha256":"54a31fe250946f21f7a5835cfdcda456af3b08a459b94507a78c339f67953244","formula_version":"titan-u-contract-v1","latency_ms":23.91841700000441,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302306963858463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_266","prompt_sha256":"23e2ba2ff6f9bd901e82b97c33105c21d92cc130cc51411c3e0aa9de673b201d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635307096236102},"components":{"alpha":1.0,"bonus":1.0635307096236102,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635307096236102,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4531,"eligible_count":122,"excluded_count":18,"feature_sha256":"877d7e213c6841ce7ff3e5bd4b8f832c4627af0fe4205ad87580c6637ca8da3a","formula_version":"titan-u-contract-v1","latency_ms":28.20574999998371,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301973762902767,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_649","prompt_sha256":"20f467bf531521b77216aae6d23e5aae18aca394984fcb9ec73fdff501f4413a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632652538289775},"components":{"alpha":1.0,"bonus":1.0632652538289775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632652538289775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4380,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6d00cb53d60fde687f7537963da4a27b817bff9c75efc874fc740196a203cbb","formula_version":"titan-u-contract-v1","latency_ms":69.69599999999332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029931920495644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_682","prompt_sha256":"9e91c6b6c543458f2d987cb40dbd48a9edddd435b01ef4d711db7dd21e01a452","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632927961349592},"components":{"alpha":1.0,"bonus":1.0632927961349592,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632927961349592,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4401,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe11ca103aaadb64232d9de1eff97c69430e2f42a108c6591bb81636300a953f","formula_version":"titan-u-contract-v1","latency_ms":42.12820800000827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299594628016258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_67","prompt_sha256":"121a560dc7df4182f3b3a5bce8031ba86a66b733aa7214011cc4296731180a90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634023227358496},"components":{"alpha":1.0,"bonus":1.0634023227358496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634023227358496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4468,"eligible_count":122,"excluded_count":18,"feature_sha256":"94d51922c9e340506a7f5f424797dcec3daef740aa9600c3154b6e3d62a30766","formula_version":"titan-u-contract-v1","latency_ms":27.323207999984334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300689894025161,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_765","prompt_sha256":"3b8aa4d008e7b4e56831d1a7d3cc2e36398b184668147fc7e4893108fa0fb762","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633298083144287},"components":{"alpha":1.0,"bonus":1.0633298083144287,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633298083144287,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4426,"eligible_count":122,"excluded_count":18,"feature_sha256":"54063d00fd371ce9f776f360cafa8b1d383970f5a3bac6b45e407fce510d3f52","formula_version":"titan-u-contract-v1","latency_ms":25.637458999995033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299964749810953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_369","prompt_sha256":"40235e95605c15ea1f13d0446e53bbb0fdd39f57308aa249c60cfe8edaea9898","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633012603737946},"components":{"alpha":1.0,"bonus":1.0633012603737946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633012603737946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4407,"eligible_count":122,"excluded_count":18,"feature_sha256":"5faa6a4e1eebf46e3ac7ff4ba7d62eaac8ce6fa7c96262a003996d21427fd56c","formula_version":"titan-u-contract-v1","latency_ms":27.859207999995306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299679270404611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_516","prompt_sha256":"21ba5ea338b7dd17cb86ff43573a7758ad31dbde1a9b9ae83b0842f3ce9edc19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635145891100888},"components":{"alpha":1.0,"bonus":1.0635145891100888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635145891100888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4524,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc71894c5797ee3e391128675e55de4bba0c2d410c1135ecb8dcd9b7b4c935ca","formula_version":"titan-u-contract-v1","latency_ms":55.014708000015844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301812557767553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_896","prompt_sha256":"30a4b2603a0c03518d79f40882089626363ca251685766e4f6e0af0d6712b2fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633559052593822},"components":{"alpha":1.0,"bonus":1.0633559052593822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633559052593822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4442,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba61d9e21889e8992278c89bcc89c39393386c6f118a0f2518c8fc2718aa545c","formula_version":"titan-u-contract-v1","latency_ms":34.301958000014565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300225719260487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_805","prompt_sha256":"a4314e3682875d7010bf8c33fb542bf2cd8c781eb9ec7d79d216edfd1885c981","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063325124462175},"components":{"alpha":1.0,"bonus":1.063325124462175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063325124462175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4423,"eligible_count":122,"excluded_count":18,"feature_sha256":"1629bcbe36ea57f40e2f4cb13306f87dc064cc88a085eb6b3d4eed64f3d03448","formula_version":"titan-u-contract-v1","latency_ms":33.244457999984434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299917911288416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_239","prompt_sha256":"20508832129cd8e169a91f2fd7ef3f0259dc89c86220fa2fdc74661863df7b1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633345582705849},"components":{"alpha":1.0,"bonus":1.0633345582705849,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633345582705849,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4429,"eligible_count":122,"excluded_count":18,"feature_sha256":"94acdc4bd322622680b6db909783f522009c46e7976dcf8d3ec831e672914a89","formula_version":"titan-u-contract-v1","latency_ms":64.01991600000656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300012249372514,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_460","prompt_sha256":"8a34896cbe2e52a9be64b78490b5de7e6183fe37113bdf0b9d08f72e37538bd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634156679363436},"components":{"alpha":1.0,"bonus":1.0634156679363436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634156679363436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4475,"eligible_count":122,"excluded_count":18,"feature_sha256":"3048b863d4b7d56c2683ae9f6d73a39a1d7ea6e5868195f46cc94feb953e4e12","formula_version":"titan-u-contract-v1","latency_ms":64.99308300001871,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300823346030101,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_708","prompt_sha256":"41727fa22cef7522b70e6e71f5db2747643959392da3c2e099e0f7be0ab13847","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632475642165844},"components":{"alpha":1.0,"bonus":1.0632475642165844,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632475642165844,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4365,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcf300ad5d100d76008c1c0124679d4dc5fd992670e116e2795857b86f230de8","formula_version":"titan-u-contract-v1","latency_ms":35.61358300001416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029914230883251,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_634","prompt_sha256":"10abfddaa45f2a4e6a6713c0f3ddb06d5f6090865de096c8575c1a1f0e671fbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063474788135572},"components":{"alpha":1.0,"bonus":1.063474788135572,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063474788135572,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4506,"eligible_count":122,"excluded_count":18,"feature_sha256":"55c83c99f1331a833a3b741160797087907f95f2c5044ee85cdad3ad0a39f9cf","formula_version":"titan-u-contract-v1","latency_ms":23.043833999992103,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301414548022385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_643","prompt_sha256":"d29c410c98fb3a6ff11206fbb68ecdd4f19e9fd0f7ef837893d1850a72568e6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063352540317651},"components":{"alpha":1.0,"bonus":1.063352540317651,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063352540317651,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4440,"eligible_count":122,"excluded_count":18,"feature_sha256":"7450d91be4ec993a6d20bc4d6caa8add84df150d4f5db9340bab0317a1544400","formula_version":"titan-u-contract-v1","latency_ms":24.618624999988015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300192069843175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_834","prompt_sha256":"8a7f93d9335c491a2f0124c6ec3c06916dfb1be20617d0f5775665ffb8605b72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633492047535467},"components":{"alpha":1.0,"bonus":1.0633492047535467,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633492047535467,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4438,"eligible_count":122,"excluded_count":18,"feature_sha256":"80abb9eea01c08678b7a40729e9b91e7150c7749e17fbd093732929f1a70a0e5","formula_version":"titan-u-contract-v1","latency_ms":60.63595899999541,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300158714202132,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_693","prompt_sha256":"f5ab39c04532daba96719197e1bc880f7470cacdb9f4d571455b42e9a4a53218","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634042071632497},"components":{"alpha":1.0,"bonus":1.0634042071632497,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634042071632497,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4469,"eligible_count":122,"excluded_count":18,"feature_sha256":"cec727c1843c95768fc7bd65e660e930394910c7c8f24a489dc6e7f9113fc3b9","formula_version":"titan-u-contract-v1","latency_ms":40.78845800000863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300708738299162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_573","prompt_sha256":"aa667090410b76285aa9f878e4b8ab7096dd49a3f210c1b5d61a88d10a7fef29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff1614a5c0c047f55abb2920e29e178c0ce4e3ab2bd34373645cca85bd7ee3d9","formula_version":"titan-u-contract-v1","latency_ms":174.76774999997247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_777","prompt_sha256":"804612600078511adb7c81ec89c362a212766af7c1db2c5ddaa7ad8c86c3763f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632886631813583},"components":{"alpha":1.0,"bonus":1.0632886631813583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632886631813583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4398,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fd550d549218bded04baf16c007ec8a4e4858f0dd031d75f805fea854341ab5","formula_version":"titan-u-contract-v1","latency_ms":187.63983399998097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299553298480248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_91","prompt_sha256":"039aad8e520e8e85dd7e336bd96bdbc54bf9e50b92b63ef5b7ceaa9238909846","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063396713514058},"components":{"alpha":1.0,"bonus":1.063396713514058,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063396713514058,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4465,"eligible_count":122,"excluded_count":18,"feature_sha256":"4efc0fc13c5c3420dc867385734b54ae35a21ac21c628f601e02e71303919af2","formula_version":"titan-u-contract-v1","latency_ms":27.263374999989765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300633801807246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_20","prompt_sha256":"39decbb6408f1ccb7d4e9b2e99e945c32e96c569b9870c1d4c1bf828f761a331","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063523756786842},"components":{"alpha":1.0,"bonus":1.063523756786842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063523756786842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4526,"eligible_count":122,"excluded_count":18,"feature_sha256":"87479130301ee94141d37f5241c31b6081850fde7e3cf56bdfe735b41c3d491c","formula_version":"titan-u-contract-v1","latency_ms":55.73316699999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301904234535086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_968","prompt_sha256":"632ddd199f5c5b34b45967b9e8e1ac465515331f59a5ad785af37bd43cbcdcd2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634137394495145},"components":{"alpha":1.0,"bonus":1.0634137394495145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634137394495145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4474,"eligible_count":122,"excluded_count":18,"feature_sha256":"81a71539dea7113d886b6cd4b9f964a4679c506b753a7dcd61c0f4f96706ea31","formula_version":"titan-u-contract-v1","latency_ms":28.792249999980868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030080406116181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_606","prompt_sha256":"f526a23f2a46ef06c06a94a41314df77e2a2ec87cf34dd1ded25734d219d269b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633377616319757},"components":{"alpha":1.0,"bonus":1.0633377616319757,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633377616319757,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4431,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c39c5098d3d2e6d2c7ca95c6ec951967230de63b5fa8bbfc149f0cac6715884","formula_version":"titan-u-contract-v1","latency_ms":42.405500000000984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300044282986422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_190","prompt_sha256":"3fd307542d8b3c3e0c4a6462644f7db3dff89f72c21a611568c568ef7b720add","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063608983749432},"components":{"alpha":1.0,"bonus":1.063608983749432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063608983749432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4565,"eligible_count":122,"excluded_count":18,"feature_sha256":"d824b36995a4a085d3683d26d2a0a9dc686f600e4112dda9e6d3df42ed0bd7cd","formula_version":"titan-u-contract-v1","latency_ms":59.89070900000115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160986,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_394","prompt_sha256":"487357723bcdf1b0bd7892e5e4d89b415897f230cdc772247e6bbe20729fc8ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632652538289773},"components":{"alpha":1.0,"bonus":1.0632652538289773,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632652538289773,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4381,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfc38376c47f9686e55124fb07452b29e1cc5555bb81d4da914781a1efdd5651","formula_version":"titan-u-contract-v1","latency_ms":19.849916999987727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299319204956439,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_447","prompt_sha256":"bdcfad54ab5fc5af4e4fe7f45c320f902cddb89f4c8780dfb0da558931b90cc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634856053621506},"components":{"alpha":1.0,"bonus":1.0634856053621506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634856053621506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"98aab92ce0d406bcb973284f16c2e5838df6abc92cf077fdc6a57573bb6ee473","formula_version":"titan-u-contract-v1","latency_ms":34.9576250000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301522720288172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_83","prompt_sha256":"08603a16916c80d33ecbd17179df6d65755371807da234eaf281059c124bcfe9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633911703836927},"components":{"alpha":1.0,"bonus":1.0633911703836927,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633911703836927,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4462,"eligible_count":122,"excluded_count":18,"feature_sha256":"7abd86106eefdec2d37aa0e003bf44e3f0ceaf8857a999cdecbe480034d521f7","formula_version":"titan-u-contract-v1","latency_ms":29.94300000000294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300578370503592,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_395","prompt_sha256":"7b4d733832a467d01134e39d437b1a8d7c051704b9697405abfdc84bb59079e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635812292674216},"components":{"alpha":1.0,"bonus":1.0635812292674216,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635812292674216,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4550,"eligible_count":122,"excluded_count":18,"feature_sha256":"86a2dbd07b0fa6515e7128de8f25bedfd9f5abfe9794035d40531fc41d89fd6b","formula_version":"titan-u-contract-v1","latency_ms":33.65308299999015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302478959340882,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_897","prompt_sha256":"1dd74367f9e6f8185322cd3a2c4e5a66aad3d7d9c3df2235649ab789adb8b466","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063277965185962},"components":{"alpha":1.0,"bonus":1.063277965185962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063277965185962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4390,"eligible_count":122,"excluded_count":18,"feature_sha256":"c01162a02f8c30eff42cc9b8e0d2c2ccb36ee8156bfc1ca12cafa7a403d5d2f4","formula_version":"titan-u-contract-v1","latency_ms":32.53462500001092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299446318526286,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_507","prompt_sha256":"410bec4505556b4c069ea567d0d6bf86d07900b024c27ea5b08f51a0e8ea2e8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633967135140583},"components":{"alpha":1.0,"bonus":1.0633967135140583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633967135140583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4465,"eligible_count":122,"excluded_count":18,"feature_sha256":"abc41c6f618cc3d86326106b7984ba1d995fca691553edeb6eace6819862a05a","formula_version":"titan-u-contract-v1","latency_ms":22.181208000006336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300633801807249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_864","prompt_sha256":"b02888ccc98d0eddfc9ee92dc107c2795cd96275747fe1d66ef7b4e3f76d5a4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633820787057209},"components":{"alpha":1.0,"bonus":1.0633820787057209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633820787057209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4457,"eligible_count":122,"excluded_count":18,"feature_sha256":"2886a5b7eb2ca65f504f79a384b30a4c8eb91d428a802a341cbb674bb39f2b23","formula_version":"titan-u-contract-v1","latency_ms":78.79383400000961,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300487453723874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_224","prompt_sha256":"530b2cfd2f847c2ff63814a77bc5da29b653be506a8d5a019910806d24e7fc2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633525403176503},"components":{"alpha":1.0,"bonus":1.0633525403176503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633525403176503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4440,"eligible_count":122,"excluded_count":18,"feature_sha256":"c37d6e98add703c55e865872d6a1ccac5f0e65eb3115d88ed27aa82461b4fec1","formula_version":"titan-u-contract-v1","latency_ms":52.11695799999916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300192069843168,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_720","prompt_sha256":"45ddbc2d5adcf5661295125083824fe0ad229ec9af58348862b63ad81b90a904","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633948584603932},"components":{"alpha":1.0,"bonus":1.0633948584603932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633948584603932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4464,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbc56405f7b04abc39fa6b603bf834da5c15d2c9a28fdfc089b1f25a2f18724c","formula_version":"titan-u-contract-v1","latency_ms":68.53899999998703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300615251270597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_559","prompt_sha256":"ceeeb73ede4167e3023ebde7abb178eff4337e137e69052acb77afa7a9076110","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633644461389988},"components":{"alpha":1.0,"bonus":1.0633644461389988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633644461389988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4449,"eligible_count":122,"excluded_count":18,"feature_sha256":"6b31d656acb445a5a85c93e96df12312ad7613068e96726a787b89fadfafe3a1","formula_version":"titan-u-contract-v1","latency_ms":129.6759589999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300311128056654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_215","prompt_sha256":"27648a3d5e3280215e1c399ab850ba59e62b5a405edda1062d98c67693eae60e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633767118241775},"components":{"alpha":1.0,"bonus":1.0633767118241775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633767118241775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4456,"eligible_count":122,"excluded_count":18,"feature_sha256":"38304c8cbd1750b0fefbc4f6fcf30d451563ca986574b0f5bfabbc3bc8437075","formula_version":"titan-u-contract-v1","latency_ms":77.4488339999948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030043378490844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_63","prompt_sha256":"2234a184f39a85776a85ca3168ceab8907a85e9e921ba9ea3a5ec23372930194","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634516363297863},"components":{"alpha":1.0,"bonus":1.0634516363297863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634516363297863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4495,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0e856706b1e06fa46e916773d93b3e25c8a32ec5f0e871a84e7e17f906dd344","formula_version":"titan-u-contract-v1","latency_ms":38.204875000019456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030118302996453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_623","prompt_sha256":"5d629625b0dee1178f9902347faa7f24ffae2ff2a583af7cd4da3fd29258d5ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633220386188278},"components":{"alpha":1.0,"bonus":1.0633220386188278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633220386188278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4421,"eligible_count":122,"excluded_count":18,"feature_sha256":"7da8df21ee29dcb074bee6ce20850c44b5255368469cfa2d3b47517d5e24c656","formula_version":"titan-u-contract-v1","latency_ms":25.206166000003805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299887052854944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_940","prompt_sha256":"6b6aee218f78844e5f8edb2120c1dc2de4aa0d32e9b9c07bff09875733a56926","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635812292674218},"components":{"alpha":1.0,"bonus":1.0635812292674218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635812292674218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4550,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bfb7ffc9b03f16e124f8c122eb7ea196a7724b3f1f22753291fc02cb35f29e3","formula_version":"titan-u-contract-v1","latency_ms":28.98274999998307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302478959340884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_550","prompt_sha256":"b6f30c1391d6eb1f1dc96c8e4fd80071770f7a780b3cdbb5bd71877722360362","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063393010750259},"components":{"alpha":1.0,"bonus":1.063393010750259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063393010750259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4463,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9feaa12e278e0650bfa5ab097721a3cf44a00e6638c1ffcacc5d11d09ddf36d","formula_version":"titan-u-contract-v1","latency_ms":91.70491699998706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300596774169255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_961","prompt_sha256":"1e8caa9c7aa15185b1fa2bf5de8f9f0a8ceb42b6a1a41d866c0ad714851dd128","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063325124462175},"components":{"alpha":1.0,"bonus":1.063325124462175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063325124462175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4423,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bdaf6001385ae008bdf40dcf3bc73c7751ef76177f764c8b3d6892dcea0e290","formula_version":"titan-u-contract-v1","latency_ms":53.80816599998184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299917911288416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_143","prompt_sha256":"6928f6b0a0476aeb28ff262fbcc092bd605a3e1dbd0faf716f41e02972840feb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634156679363436},"components":{"alpha":1.0,"bonus":1.0634156679363436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634156679363436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4475,"eligible_count":122,"excluded_count":18,"feature_sha256":"53e49e95594b325ac8cf3ed7e50d86bcfb5d71720c6824aa21c7e0d0c55be002","formula_version":"titan-u-contract-v1","latency_ms":34.70841699999028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300823346030101,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_243","prompt_sha256":"af8065ad910d245073807029c5881057cb4b5c915c11d42cc9b03ea7cdbd4714","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633129573707358},"components":{"alpha":1.0,"bonus":1.0633129573707358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633129573707358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4415,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c4fc079c90083cca12effa74c672bc5d0aa8e53f813f2c51ef14d4c031801ae","formula_version":"titan-u-contract-v1","latency_ms":79.7807920000082,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299796240374024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_74","prompt_sha256":"e8db848985c0afdc822fa324e1b215146dd4b1d6994ad7947d9c33f03044bc3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634726467157016},"components":{"alpha":1.0,"bonus":1.0634726467157016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634726467157016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4503,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b89ceb3f6624af9ab21b679f8aaf4669fa29eda475ab433b39148ab3ff439d9","formula_version":"titan-u-contract-v1","latency_ms":73.61512499997502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301393133823682,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-cs-en_79","prompt_sha256":"08a4d590d6572611371a0fede6e2e0afa631a9ec6779681ee62dea98f4c0f25a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063328239685423},"components":{"alpha":1.0,"bonus":1.063328239685423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063328239685423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4425,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e8186b1bf6a4fa9d74f33a792e237ad86a154a35efcc81ceeea9e01fe31b8c0","formula_version":"titan-u-contract-v1","latency_ms":28.17545799999266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299949063520895,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_883","prompt_sha256":"c403cf14f0d5edad3500def42c454f5df5c05533db28a25887e7f90a53755b41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06327407464515},"components":{"alpha":1.0,"bonus":1.06327407464515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06327407464515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4387,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5291ce61cb974ecaa2acb8e4fb2a2d3e1cd11bf7f9124c2f7ed235dbca9e4c6","formula_version":"titan-u-contract-v1","latency_ms":29.29062500001578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299407413118165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_125","prompt_sha256":"979c71e7b476c7c9fa164e21b21b440fb90b9aca3baca553eeaceb4a73f4288d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"a38f2b44314511f52c29595122e96ea03432680bb34716a663cc86b3be93cd5e","formula_version":"titan-u-contract-v1","latency_ms":37.15658300001223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_232","prompt_sha256":"a07405c56b695f45f99e920cd5fa5e6aa0890731c27ba340ec6efbc38a067b63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635330419173632},"components":{"alpha":1.0,"bonus":1.0635330419173632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635330419173632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4532,"eligible_count":122,"excluded_count":18,"feature_sha256":"46fe7ab044f7024146e92235117311d7fc36139b7d7f66f03088f21ea0f5f4d0","formula_version":"titan-u-contract-v1","latency_ms":42.927582999993774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301997085840298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_56","prompt_sha256":"45713ce1e510d1a7c8bdf59eef3d8f808c4413706954400c9749fd05261b520a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633893373607337},"components":{"alpha":1.0,"bonus":1.0633893373607337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633893373607337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4463,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d934029da82b9140209242c9dbadaa48db83d276380abe70632f7de93536c50","formula_version":"titan-u-contract-v1","latency_ms":29.596499999996695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300560040274003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_674","prompt_sha256":"0f8403c2fc18b563058479dd31bff3514a07ce40019a50e61b24d137dc9df3a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632900334868658},"components":{"alpha":1.0,"bonus":1.0632900334868658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632900334868658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4399,"eligible_count":122,"excluded_count":18,"feature_sha256":"f064b172b0e4dfd050925c7160652848ce4ca66127911c9a1a7b8da6b6572baf","formula_version":"titan-u-contract-v1","latency_ms":27.2719999999822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299567001535324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_831","prompt_sha256":"41ea6488f54871336cd8c6fc0634db7514efb7f7b1c88ed16d09163458b612d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063347547988192},"components":{"alpha":1.0,"bonus":1.063347547988192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063347547988192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4437,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bf6055544216ffb49e5ca1a585f9dd7b2ab7d5dfb492e9a58e28bcfee966dcd","formula_version":"titan-u-contract-v1","latency_ms":72.78541700000574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300142146548585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_381","prompt_sha256":"86ab46e36000d47c4e32c51c1ed9e76b6c0413bcaeff6320e6fac962442b31c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"de88273bd706a9679524b242fbb9b0d07426eb7c44b160bee3e5f0d5d3e69fb3","formula_version":"titan-u-contract-v1","latency_ms":32.38658300000452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-zh-en_977","prompt_sha256":"747f1a0ccf38e566739cb81f7012c132b059408a2d6a074a1f18f77cf18f8b47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633329676070427},"components":{"alpha":1.0,"bonus":1.0633329676070427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633329676070427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4428,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1e1a288a7ee7c45a303bf944e7740202ba71e594c0bf9ade7e1f9b7697069f8","formula_version":"titan-u-contract-v1","latency_ms":29.509708000006185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299996342737092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_201","prompt_sha256":"3bf1cc36084440931c1197c9383b6c18870c67a48291208d232086ac13ab04d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0632873002215817},"components":{"alpha":1.0,"bonus":1.0632873002215817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0632873002215817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4397,"eligible_count":122,"excluded_count":18,"feature_sha256":"151da9831f3a19b6e082915e585b6666320554d02d156d5fccd92f6037ff7fa4","formula_version":"titan-u-contract-v1","latency_ms":54.9618750000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299539668882483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_247","prompt_sha256":"2ca62b55d82526305b73bf4b0bd9d78db73af00c3dde8db8d86df20e4f5ec89a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633099890495246},"components":{"alpha":1.0,"bonus":1.0633099890495246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633099890495246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4415,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c996b8beb6c97458dbac6b345ba933130a92ff8d772e41fbc9a5f8d1c34a4a8","formula_version":"titan-u-contract-v1","latency_ms":27.92324999998641,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299766557161911,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_692","prompt_sha256":"0815beb0cb80dc2912a4d696da02ff6675a96dab3e6dfebb3b8f0e9d8f8c135f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634313601791607},"components":{"alpha":1.0,"bonus":1.0634313601791607,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634313601791607,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4483,"eligible_count":122,"excluded_count":18,"feature_sha256":"74665bbdff22665341f3dbd49bd94f008cba8b20d96bc573d17f98a20a4c53e4","formula_version":"titan-u-contract-v1","latency_ms":23.193792000000713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300980268458273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_541","prompt_sha256":"262f0fa920c0c28ba36183a6ae4a714785a763bef498e0328845bc934b637bf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635307096236106},"components":{"alpha":1.0,"bonus":1.0635307096236106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635307096236106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4529,"eligible_count":122,"excluded_count":18,"feature_sha256":"f69601739343e1adf9b9137335b5f44e29b39f53f31908453ec7b8773a9324e0","formula_version":"titan-u-contract-v1","latency_ms":33.99929200000429,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301973762902772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_602","prompt_sha256":"b1c7faee5917a9a7be38ea7a467eff99843890904a6b963cc5795937ae8e64bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633930107502587},"components":{"alpha":1.0,"bonus":1.0633930107502587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633930107502587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4463,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d198907d299f87ade426829f6315ace1d64ec8ef93765ae82ccd68ad997b549","formula_version":"titan-u-contract-v1","latency_ms":61.70341699998971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300596774169253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_914","prompt_sha256":"f25ab4c952d99c3de540752b7335b668b627677d773396a204721d07697f0c72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633099890495243},"components":{"alpha":1.0,"bonus":1.0633099890495243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633099890495243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4413,"eligible_count":122,"excluded_count":18,"feature_sha256":"e600160f6bb5b468348c4cc83db6f94d0072390f1704cad73d38831982d64f72","formula_version":"titan-u-contract-v1","latency_ms":31.299375000003238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.029976655716191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_42","prompt_sha256":"f74d97ed9a6852dd3c47c4e4eb67dd777fad87c83d2c2d871b51a374bec2a79a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633070501094686},"components":{"alpha":1.0,"bonus":1.0633070501094686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633070501094686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4411,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfae292e9b6f2bed0854faca37c087a45322060fa7c8041f86ed6a4675db04af","formula_version":"titan-u-contract-v1","latency_ms":25.037625000010166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299737167761351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_989","prompt_sha256":"b2b9d79511c782046eb8ea39dfa82dba4341457074786ed4350157650bc25c01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063556768583605},"components":{"alpha":1.0,"bonus":1.063556768583605,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063556768583605,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"26985615c9d84a46fc64e072fc43d03a8ea93985ddbd5e7e9e37c81a69958a27","formula_version":"titan-u-contract-v1","latency_ms":53.322791999988794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302234352502715,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_900","prompt_sha256":"a00c930d600b7fd39a3051e6bcb0c0bacc3204f25ea52e2dc43dd86205a93b24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063400445651825},"components":{"alpha":1.0,"bonus":1.063400445651825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063400445651825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4467,"eligible_count":122,"excluded_count":18,"feature_sha256":"11235dd61e13ab8675b1d9fa424532230ce77f347caa32da6d14f46618bf0d90","formula_version":"titan-u-contract-v1","latency_ms":143.94779100001642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0300671123184915,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-lt-en_15","prompt_sha256":"1680461cdc56a0e86c44c440573f47c9ee8f8525181fa2c3d5d0a3d341aa7f8a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633026967895831},"components":{"alpha":1.0,"bonus":1.0633026967895831,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633026967895831,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4409,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6f9d2229350a5465884a3be62e24d90f4269dc1942ddbc9507e59330738f3de","formula_version":"titan-u-contract-v1","latency_ms":30.627416000015728,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299693634562497,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_147","prompt_sha256":"1f9dd4e70494b81e8b82855526e5426bd8a0faa98964b7f97288f5af03806674","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635616020005612},"components":{"alpha":1.0,"bonus":1.0635616020005612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635616020005612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4544,"eligible_count":122,"excluded_count":18,"feature_sha256":"85504339063ec9bf3face51482612466e2dee6642df8824e04924fb9518e098b","formula_version":"titan-u-contract-v1","latency_ms":32.01195799999823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302282686672277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_42","prompt_sha256":"9dfd4039ab24af66f03fc4c3b315990ca6ce97c60f918fdb3532a0d309fec949","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063510049317823},"components":{"alpha":1.0,"bonus":1.063510049317823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063510049317823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4520,"eligible_count":122,"excluded_count":18,"feature_sha256":"a20b353f0ddc6556397a389112cf5caab4b0404e3b78333119c1c25c86e025c8","formula_version":"titan-u-contract-v1","latency_ms":179.65904199999727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301767159844895,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-fi-en_932","prompt_sha256":"ace2fc9d5be710549d9e904f45fae02c2754443866d775ba966f48f2011ac54a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"a73c9e789041e5fcf9795b9aadb87b87c2bcb014a6eb5de6d567328a15655658","formula_version":"titan-u-contract-v1","latency_ms":243.68362500001695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-de-en_379","prompt_sha256":"54ebd069d1b88d2be85a88c3547449f5657828b8613dcb905d196dd6d2447815","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0633070501094688},"components":{"alpha":1.0,"bonus":1.0633070501094688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0633070501094688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4411,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8940fb69ee0e33f56f06bc207fe18539d78cbe015ecfba1061bd6e93c8d263e","formula_version":"titan-u-contract-v1","latency_ms":20.01808400001437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0299737167761354,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"WMT19-gu-en_542","prompt_sha256":"8ab63ebece945028c46be88d513b061dd423fa876513a9dc163c20e8e78b1503","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5f9ab913110c91de23442bebcad1807abc7b5d937f956c26b2c9befe7568d01","formula_version":"titan-u-contract-v1","latency_ms":92.85666600001719,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_0","prompt_sha256":"c0be07843efb39d23e8f525bc195cee7d72bc4587ce2f6d67dc270d21a6b4f59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643588188728932},"components":{"alpha":1.0,"bonus":1.0643588188728932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643588188728932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4798,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fe51def8c052761edbe2f93cb7a676cba17c504723c76353549288a51d037a9","formula_version":"titan-u-contract-v1","latency_ms":116.5826250000066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310254855395597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_7","prompt_sha256":"16d1efa6f77f67889ace9036f43a8743f9f6db7570535e4ef102acffb0672f32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766041},"components":{"alpha":1.0,"bonus":1.0642523233766041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4766,"eligible_count":122,"excluded_count":18,"feature_sha256":"872e425a5ffaa6215e239d0043df45441051850dd36d8c3100bb2886e0028128","formula_version":"titan-u-contract-v1","latency_ms":84.62879199998952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_9","prompt_sha256":"37511c16e714a025a95ca631ff31ac29d80889b7389fa9d767e89187c90441f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083129},"components":{"alpha":1.0,"bonus":1.0644010970083129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4798,"eligible_count":122,"excluded_count":18,"feature_sha256":"84392b9a495bb5c145ee932cf8c59dd7dc9104f7cd62660105cb1cd14d82485c","formula_version":"titan-u-contract-v1","latency_ms":25.681750000018155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_15","prompt_sha256":"ca7c5104bcb16e7fc5d565b394576a584037474b6ea0a5921940b7dd32597a55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063945502011263},"components":{"alpha":1.0,"bonus":1.063945502011263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063945502011263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fc1cd68381e139cdcd721a3f94e525a109fc60a7a79797947f39e6c4f5cb501","formula_version":"titan-u-contract-v1","latency_ms":33.3287079999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_16","prompt_sha256":"8506a4057209c8ac381933bfd7ac05ef13a0dad7e2f8103ddb371de1e1505f25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"937b0d19336323d5683192cb114c3e64729728b413b076c0370681e1e6201a0f","formula_version":"titan-u-contract-v1","latency_ms":22.67525000002024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_27","prompt_sha256":"701e4b8c69b53e4374e39ab7c66b0e56594402700ddd1a22fd2a86d2333e6d62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460275},"components":{"alpha":1.0,"bonus":1.0644139232460275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a5d5d7a712b557b90758e23703ee9942f24f9e6473fc06d93028ca720e3f3ab","formula_version":"titan-u-contract-v1","latency_ms":38.47166700001026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031080589912694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_37","prompt_sha256":"f9e005a44f7c6753340de18fab95a9b3a365e08833f9f38060b6ed88501306eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647753907808446},"components":{"alpha":1.0,"bonus":1.0647753907808446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647753907808446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4878,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1f59d2edac63558628754d74c572958a85a2fa827915c7d23e45ba79a3b1eff","formula_version":"titan-u-contract-v1","latency_ms":28.965041999981622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314420574475112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_45","prompt_sha256":"eaba792a82beaee2e87e6f90017cffb5ad4ed539336d88c9acb5a9b7b16c7871","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326717},"components":{"alpha":1.0,"bonus":1.0642845638326717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9af4663891ca5fff23d56aad34da9c1501672fa14227c74d1bf510b54de92bf","formula_version":"titan-u-contract-v1","latency_ms":27.267375000008087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_52","prompt_sha256":"4d5661432c394537e0bd662908fdcaaef9b1f979df5f4e7a365217cfe4f32fb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065720212022133},"components":{"alpha":1.0,"bonus":1.065720212022133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065720212022133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5051,"eligible_count":122,"excluded_count":18,"feature_sha256":"569efa5c68cd90fccbb4d07cab8e125511078b326a8dca282fcf8c7a278fea83","formula_version":"titan-u-contract-v1","latency_ms":67.01691600000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323868786887995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_60","prompt_sha256":"b16f5d5a96152d34c00700bc7a9097b16b173a3510e7cb42c29bc747e63010e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646234699707213},"components":{"alpha":1.0,"bonus":1.0646234699707213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646234699707213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4851,"eligible_count":122,"excluded_count":18,"feature_sha256":"05364025d250f9d127e2ef97d8b8be9709ddaf09ce8f98d85628ab9b229dc4f1","formula_version":"titan-u-contract-v1","latency_ms":56.95279099998629,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312901366373879,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_61","prompt_sha256":"b82a4761019e11420ac27e1e10a12d78d381a48e48a7a531b1944c461af86684","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728522},"components":{"alpha":1.0,"bonus":1.0650225349728522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"082a1b3b9aa1a0e93ac7108a7e67146e7420587b85236443b46033c3ddf714ce","formula_version":"titan-u-contract-v1","latency_ms":54.30383300000585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_75","prompt_sha256":"27daf9c477aee6f85cd6c0acb21cc5c147971f3a52a83249136184f0d12b8053","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689144939201172},"components":{"alpha":1.0,"bonus":1.0689144939201172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689144939201172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5470,"eligible_count":122,"excluded_count":18,"feature_sha256":"276946a718b031b32a105e9e877cf53224ecc4c5a2557dda760bd4a950732b9a","formula_version":"titan-u-contract-v1","latency_ms":40.43987500000412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355811605867837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_88","prompt_sha256":"e4f10c5066b57e4982d6719537145e4a08622454c160ced4daf15bd0de30ce96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651445947910076},"components":{"alpha":1.0,"bonus":1.0651445947910076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651445947910076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4970,"eligible_count":122,"excluded_count":18,"feature_sha256":"16d3d93ce33737b40fb4b7e78c6e7d3f46a87fbf7a1de768c76e864aeb0b55ca","formula_version":"titan-u-contract-v1","latency_ms":34.51095799999848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318112614576742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_108","prompt_sha256":"5297b64251aae2483a2c5b5b09bbba765096d24bb3fb0d215ba8bd28134ee3aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1bb12427b7f5d2be59dc562c51a5b414185e961f725774226e95eac31ba1fb2","formula_version":"titan-u-contract-v1","latency_ms":27.02337499999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_67","prompt_sha256":"807ef497554ea69c21a7fdb4e6b24b92289b67e2c4c24938f72acfe25eb9f9bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292174},"components":{"alpha":1.0,"bonus":1.0641318204292174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d1549321eb7f7986e0c00bf58d407292789acb8582321c77d409f9910ef6236","formula_version":"titan-u-contract-v1","latency_ms":80.85925000000316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030798487095884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_63","prompt_sha256":"bea047b9f7f0e7a000eba1c7fdfc9debe4bf838aa5cb8a8ebb2d371f221f1f87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671433976977978},"components":{"alpha":1.0,"bonus":1.0671433976977978,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671433976977978,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5304,"eligible_count":122,"excluded_count":18,"feature_sha256":"abafdf97b7a5e2f73fb3795ba1a74bd12a61be784d3822b4b2b4ff7ccd1cbebd","formula_version":"titan-u-contract-v1","latency_ms":73.59712499999205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338100643644643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_3","prompt_sha256":"584963d5019e8a985aed0be0fd1388caea67b6f2935d162a60bf7b6b508fb920","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1e263819a42c83856bfba0ffa60ad98233851d8b1ae474be219cb35ccbcbc66","formula_version":"titan-u-contract-v1","latency_ms":81.37304200002404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_113","prompt_sha256":"b9e0dd9b5760f4fe0c080dbb60eb3cf802838b02183b49d6dd24220f80598aab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640397703152358},"components":{"alpha":1.0,"bonus":1.0640397703152358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640397703152358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"84d87602260e95f0a67a30c226a9d5183983ae7e9bd02c0a76201cacc80b461b","formula_version":"titan-u-contract-v1","latency_ms":106.52499999997644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_47","prompt_sha256":"081bbc430c7e615c26c1f14a560627ac9c6b738020d72a98efb836a4d5beb66f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191184},"components":{"alpha":1.0,"bonus":1.0651338274191184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4953,"eligible_count":122,"excluded_count":18,"feature_sha256":"b84c276a15bbf244f956a94c6f16cc837bcb73ac2b5c23ccc88e4987ab836a09","formula_version":"titan-u-contract-v1","latency_ms":49.28704200000311,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031800494085785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_89","prompt_sha256":"6bfeca0166ab66d214f0527722a25e93f9e1ede9fdc26eabe83db070ddb5c422","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375119},"components":{"alpha":1.0,"bonus":1.0642603395375119,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375119,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b719d4b99fd955fcd46c7a328675012af8eb90ab35eaa96209fd20c317065fb","formula_version":"titan-u-contract-v1","latency_ms":127.80970800000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041784,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_71","prompt_sha256":"6e74669922487b8d1ab9e2ab9a7b094147216f2d8535f6b0d91f682ae0b56259","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916246},"components":{"alpha":1.0,"bonus":1.0641699229916246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6090a9330a5370e0d20588f1450adb602ef27888d1a65f939c906a79a7f63a7","formula_version":"titan-u-contract-v1","latency_ms":72.6172920000181,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_64","prompt_sha256":"74d3a0a464fe4f85d4d5357d60e39244938821be6d99f33ee20cbf5b964bb20f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"eecf42340aa5a9afce6b3902ab000d964a1f33d59b97b0cbc23e60753be1a763","formula_version":"titan-u-contract-v1","latency_ms":75.41245799998819,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_32","prompt_sha256":"834a8b358dc81a9b6d9dbb9fa209a6cdb7ea5ce7d21dba2eaa36179d5554ebe2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642087583035575},"components":{"alpha":1.0,"bonus":1.0642087583035575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642087583035575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"65f08589e50bb4e1acb0844103a8915030abc4a0febfd463f25fcb52bc24bf1c","formula_version":"titan-u-contract-v1","latency_ms":33.46099999998842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030875424970224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_19","prompt_sha256":"2e73cd81a0770e10732032a2f97bdb7ad9493165c0c82f3bbfc4f1f350e4a086","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322772},"components":{"alpha":1.0,"bonus":1.0641545940322772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"810f2da1d734a8a8dfa575f6c4ef008e8e801382055f4588c07a7d42f030e5da","formula_version":"titan-u-contract-v1","latency_ms":37.63554200000385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_44","prompt_sha256":"b8d46316630d2a0b8113b463d61eab1efc6e669f43cdb3c114fcfd37374801e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a2b65ba61a11bddf679686e1502dca40332c278ef9e4b5c5d2f10a333de8e77","formula_version":"titan-u-contract-v1","latency_ms":35.03729199999839,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_79","prompt_sha256":"bb0e9897a0fcc66aaf759687bb50fb804781bbedb06dadd6fac28969c121e389","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065012103804459},"components":{"alpha":1.0,"bonus":1.065012103804459,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065012103804459,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4937,"eligible_count":122,"excluded_count":18,"feature_sha256":"98cf0726023945713538f24b060530635549e0a9cb8855b4619ae60ab4cc78f5","formula_version":"titan-u-contract-v1","latency_ms":42.45700000001307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316787704711257,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_83","prompt_sha256":"1e0b96f7c8ddb21502cd38bd0021a6a3fe07b3894bba7f6dc8a125ff3159ac67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490125},"components":{"alpha":1.0,"bonus":1.0639694287490125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f70040562bfa70a4917710e60e1d651e1adf97d54fc4a8f44caa976fb6a5c21","formula_version":"titan-u-contract-v1","latency_ms":42.81716699998128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030636095415679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_76","prompt_sha256":"1dc4ed3d58ecb14fb5ab58635ada6d19cd3f7c6d62736d2fea5d4135d671d861","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdda53df63ca5fbf2832f7d05cfedfafb0b68db6df84785f322fc7f3250e56ae","formula_version":"titan-u-contract-v1","latency_ms":171.1527499999761,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_74","prompt_sha256":"b52c5df067258c393f373db2f7cf72d38168f109584555a2feeae8d46e9c2c6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4755,"eligible_count":122,"excluded_count":18,"feature_sha256":"eea0dfd2b564087f0f1370526cc9729ba8faaf44388cbfc354f9c2dceb741078","formula_version":"titan-u-contract-v1","latency_ms":67.9354159999832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_51","prompt_sha256":"5f1c8e0909123484eedd1707be04f28020618a17d104b74d6dd5659601a294e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"f608925145d96c3f1194ff4fea5632654f35b0a4e1e64cecd939a232b98b5e6a","formula_version":"titan-u-contract-v1","latency_ms":98.06512499997666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_72","prompt_sha256":"7fc28f4a05b34a901fc3dc3b59295fa9959584a7b9077c8e410821f236350ebf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646937499816556},"components":{"alpha":1.0,"bonus":1.0646937499816556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646937499816556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4862,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6549c17d0174b1b3dac372d385214789ee57a38fb57d78ec346df02e45d3275","formula_version":"titan-u-contract-v1","latency_ms":67.03554099999565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313604166483221,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_41","prompt_sha256":"2dc351e8340a2063d1bcb8a1079a031dd57665f9d31a0ed37fd3752d097d8dd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"028c6c1fcba1499fa83e9c8b303001ad1820d85ef06faa34b717ad89dd958374","formula_version":"titan-u-contract-v1","latency_ms":55.584124999995765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_93","prompt_sha256":"c39609e602d81664761fa285aa646562d0b738e9cd17fbc0d72f30ac6f1a1ca3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647319058100961},"components":{"alpha":1.0,"bonus":1.0647319058100961,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647319058100961,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a3ee354c33923509b64f64fa72be2ddcfe73dc588bab0c27c62cdba49e5af61","formula_version":"titan-u-contract-v1","latency_ms":30.851041000005353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313985724767627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_62","prompt_sha256":"8aeb56b7a4d32a4418d5b04c6578bd1973c9d2e710c80c88426eee5bdfb9afde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"72c57b78c086c0326564e0be95e481c27429247a4b00a44d3810d960d32e76bc","formula_version":"titan-u-contract-v1","latency_ms":31.34758400000237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_107","prompt_sha256":"429ede273263419f0676dd0234168a9cc9fba2e318d870104c6868641ed22d78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466206},"components":{"alpha":1.0,"bonus":1.0645011155466206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4824,"eligible_count":122,"excluded_count":18,"feature_sha256":"09724ec79495361a6a2deda924102fca20efde93d60fd7323e562bb20b8da733","formula_version":"titan-u-contract-v1","latency_ms":97.27870799997618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311677822132872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AIME_36","prompt_sha256":"568dc1a244053494e364a9145f65bb6b844db9c1801abfb4e28c6044025092f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06399022331622},"components":{"alpha":1.0,"bonus":1.06399022331622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06399022331622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe4e47f237c9da18a51f98fb15d856210cc48a9af78c269a6d3b1e675b6a781b","formula_version":"titan-u-contract-v1","latency_ms":75.15458299999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1519","prompt_sha256":"d2682eb5223834581b5cb9c15c839a779c6eab3589e7ddae6f4726b85be2341a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064087064694426},"components":{"alpha":1.0,"bonus":1.064087064694426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064087064694426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"97fa1240df8d457e3a9c2df1644c201c6ed37af74de449dd4df91d42783af301","formula_version":"titan-u-contract-v1","latency_ms":53.771041000004516,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_271","prompt_sha256":"fa0b5f113528ec000551c1355a17f2663e652337e57e47cb163788ab3d5d6633","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538208},"components":{"alpha":1.0,"bonus":1.0638726427538208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f74fa06316b63cbd67b9e11344c81b96de6b1fb0fdc25f637e8455a763ec660","formula_version":"titan-u-contract-v1","latency_ms":24.559584000002133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204873,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_302","prompt_sha256":"5e7822598ad98e981f906155ee602da5085789890ca0d688113eadfc9dbc7c25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"a724b9cded45148767cd9c255ee31397946849828c887d40492e322571485174","formula_version":"titan-u-contract-v1","latency_ms":45.21524999998405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_277","prompt_sha256":"051c1f7bd68062737748912e3bf4d001e9e8978672d06ae1c17012a6037554ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063990223316221},"components":{"alpha":1.0,"bonus":1.063990223316221,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063990223316221,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"3cd0ec3320d90e6a79ea13bc8873e25b62d20ffc155823dcd6dc54fb5ab9176e","formula_version":"titan-u-contract-v1","latency_ms":31.414249999983213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828876,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_937","prompt_sha256":"17e36e24347289c3f6c4de9b029e3e8ddf6bbce585a6cf1b3dfdc6fb35dddb1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ec70a15d087755962b7143a39a3bff2b701c02a031f9781b411a0b6d197ac64","formula_version":"titan-u-contract-v1","latency_ms":30.80412500000307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_609","prompt_sha256":"2b1476740eb1b97216100b475123095ea364d1c667d0399c9fee223fa47c2ae9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751066},"components":{"alpha":1.0,"bonus":1.0643883366751066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"92b1139c727697927357c40259545a3588ee499e526ab1cf867d460ff7b9a9a2","formula_version":"titan-u-contract-v1","latency_ms":26.701125000016646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310550033417731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_202","prompt_sha256":"cb63d256df681afbddb497a20402839b051901404ee54bb3fba3adaa6a678de3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064904342094866},"components":{"alpha":1.0,"bonus":1.064904342094866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064904342094866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4904,"eligible_count":122,"excluded_count":18,"feature_sha256":"360343241c96da65fffc953e141a052c12204bbd0f9ef74920e45bc0bbe5b68b","formula_version":"titan-u-contract-v1","latency_ms":39.663791000009496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315710087615326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_265","prompt_sha256":"f52960daa79f3e9e3fac5d34f0232cb46174825d4f474e8aa9128822b61c2d9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640614445662893},"components":{"alpha":1.0,"bonus":1.0640614445662893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640614445662893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"58e8bc95db99ca23aceac98d7c6a24361ba37ab27b4b8b54d643ff6417ba8280","formula_version":"titan-u-contract-v1","latency_ms":38.59195800001203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_261","prompt_sha256":"203e966be3b9f7ba1ec55410043b0eb0a608210624d6e5bc49842d3524324fb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"edf83aec86f6d537e47d02c3a32616fc15b0f4180b2d7fcec74fb58ef615153b","formula_version":"titan-u-contract-v1","latency_ms":40.823917000011534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_916","prompt_sha256":"d1e7298636763c8f42fe823ded7ae30c36250f57b167573651c6b1ff5a8c211b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982797},"components":{"alpha":1.0,"bonus":1.0644053650982797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"3079b22865a9e174745fe306c96990d617ad59c9fef8d78e2ffc4be7ca113ce1","formula_version":"titan-u-contract-v1","latency_ms":33.460417000014786,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649462,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_243","prompt_sha256":"2fd715fc9cbd9d55a2289a617e785e4dfe1af70f22991acebefe91b447e64e09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326714},"components":{"alpha":1.0,"bonus":1.0642845638326714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"0871c963c20c256882b2e7a9fe95a3f695709b0a2ec657a702540d1a1aef0336","formula_version":"titan-u-contract-v1","latency_ms":35.297374999998965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030951230499338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_278","prompt_sha256":"32b00525b82525d4bcea72505835db4cfe1832484e701a43e80d63ea1d5c6626","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427326},"components":{"alpha":1.0,"bonus":1.0638533880427326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf270a19e2c7c1cb51e7d71a4d0a1ad931fe20a7cff6fdb27bbd74d2cba8e5f9","formula_version":"titan-u-contract-v1","latency_ms":44.002167000002146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1962","prompt_sha256":"c1ed6e5fd13de8f460fe34459e369383a0664ca8e03095966f1851294cfb1980","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5c559658dc86e0c7695e3a59448fbf00f209ee089589842e28256548c217573","formula_version":"titan-u-contract-v1","latency_ms":45.65325000001508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_241","prompt_sha256":"a36bdb22f603e14e5067cc263d3e24c2cbf4e62127481fffa510a90f90619044","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886315},"components":{"alpha":1.0,"bonus":1.0639387317886315,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886315,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b2a85e89cea57af375ff0ba31dd559638fae728b14b3860f8e5234f1c22fae5","formula_version":"titan-u-contract-v1","latency_ms":67.6831659999948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030605398455298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1846","prompt_sha256":"3e3a9473f7ba6161a2cc7da1a740ba6d8973fafea4494f774feb44dd4e91c984","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb209f89dd752bf9b2417c7efe8416a49bf58a1d33f35d4b2204ba487d74ca23","formula_version":"titan-u-contract-v1","latency_ms":50.691916999994646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_159","prompt_sha256":"32a119ae2322973a9bebbe7ca9477be348ce1aca3c47bc45c09c658d4f8b6440","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664654},"components":{"alpha":1.0,"bonus":1.0643008598664654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"7407610ae6416632195e511e5f0a8b6750fa1e7fb8098c3369cdfa554917a6d4","formula_version":"titan-u-contract-v1","latency_ms":36.470707999995966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533132,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_238","prompt_sha256":"d7a56932a037211266963a5173e2aa360ff43a912ea9547a54a259cd96f5d41d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456386},"components":{"alpha":1.0,"bonus":1.0640469657456386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd2e503b10dcdf5ea9315c25d8a0890d3b65f6760da6a9c2f1b505a02b8a297e","formula_version":"titan-u-contract-v1","latency_ms":34.089624999978696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307136324123052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_224","prompt_sha256":"0978ad51a0afa7abd7aefe4a8eccaab8da88e5c3d9af287f0b3a19b8550662cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fe4e6a415aa9d17c15bdbb00d7cbb6961318c09ca8a4e268e0124318985dcb4","formula_version":"titan-u-contract-v1","latency_ms":39.79145799999628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1767","prompt_sha256":"801ec3e80ac847dbfc50975ec37b6b69c2abffd630d877644a674b822dabaa6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d0908b62b332a5c1f1f3ee561baaf029e2ab80ec57c8bbdb1c675facf5b06bb","formula_version":"titan-u-contract-v1","latency_ms":61.59158300002332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_743","prompt_sha256":"d7f4d54da93d8550c9237f5d544c6affe17018bfa8d547fa4f5b11b338784856","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533485},"components":{"alpha":1.0,"bonus":1.0637288812533485,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533485,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2554142fff0f6703d8959f0316efc70c8e802b9fd9d1b80bef544dfe61fa8ed","formula_version":"titan-u-contract-v1","latency_ms":50.22775000000479,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030395547920015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_181","prompt_sha256":"9bf6d5480759d45d907942b29f3324509d9abf83a771225966596882e342c69a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728533},"components":{"alpha":1.0,"bonus":1.0650225349728533,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728533,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"43cd7769969e122661a1bce5a83248616f87c5f26f1af03388c735b6ef59add1","formula_version":"titan-u-contract-v1","latency_ms":51.621959000016204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_245","prompt_sha256":"44c1d2fc25f79703d2ef1e52f440e92b5f9ad5d15493cf8fe6a9a3ee707f1f90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"96f42bdaecd2295fc8ffd63484f47933b434c4780ffae8b734e38b61dba09c1b","formula_version":"titan-u-contract-v1","latency_ms":35.47808299998678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_747","prompt_sha256":"8ce96ec1f5def9c59f4e7ef8f3cd03ef077c6d32a2d71cc84f66c6599e98929c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108617},"components":{"alpha":1.0,"bonus":1.0638156707108617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"023f57d0523654917b51e88b70fa5ee7a4957b354fb05c809d842e2c526cc90d","formula_version":"titan-u-contract-v1","latency_ms":31.947416999997813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_825","prompt_sha256":"ccb8ca8d4fa3c39deeab26d38d3d89c93d472eaa1008d3fefe62eb79ffb85966","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"09fd0d4399f620a1eb7c09ecba87abb2a78b9e14114d99f2f94fc0e381dd2f71","formula_version":"titan-u-contract-v1","latency_ms":135.64733399999795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_829","prompt_sha256":"65967a8483700f8c1653e07e1191ba9f27b2f2a3f5617e45adac098a7c16df59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888973},"components":{"alpha":1.0,"bonus":1.0636975750888973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cd38d0e6cd4b13ba56dc1cd25aa94fcc721465c5c95f0c13d4f3c0ff88da070","formula_version":"titan-u-contract-v1","latency_ms":80.44812499997533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_849","prompt_sha256":"648052768c30fe15f5a2475403c1a0b78c2826a34968b983dabf71575ea7c196","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e80c8a3849ac309d91dcbff5903ef9c2d9b682bef1d3bdc0e5a5354507a5d8d","formula_version":"titan-u-contract-v1","latency_ms":107.36437500000306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1135","prompt_sha256":"8fec72e18db8180c84cf4190e61c2f8bcc66828835c0210c9076d0791b319e99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ee3b2f688b7f0a52a2b5d7a3a8b459534d0cda9eadc8a868ebc0b6ee3cb264c","formula_version":"titan-u-contract-v1","latency_ms":33.959917000004225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1139","prompt_sha256":"57f332760051d7e909e02b52e98a4300a1090546a84df1fc6efeb3b1b399a42d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"8eba8f190abf031c731a408985169b81f499c0d76f3f114e43f0d266e4b3fc68","formula_version":"titan-u-contract-v1","latency_ms":40.84683399997857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1141","prompt_sha256":"66fc2f276dc5f09cef8c541813ff2dedffde7a1bbf6cbb48e6b1f846218fc4e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbec362ed5dc5ca3072c1ec98c4a1b66f4adaeaf253852d8ccac1d4f0df7a9df","formula_version":"titan-u-contract-v1","latency_ms":58.848541999992676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1145","prompt_sha256":"9fe52eaaf8607d2dd37db3fd60cd2467379a58cd3a11efb006646e530adc207d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162208},"components":{"alpha":1.0,"bonus":1.0639902233162208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1b36a85a33000617f5da37bfa57d6f12461963a1044bbcce976071d8ffb80a1","formula_version":"titan-u-contract-v1","latency_ms":61.032291000003625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1146","prompt_sha256":"b52c6b4e10004cb961c8e7a21b08c2c6989745a15548d64b2b5649181f2e1189","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063952301562434},"components":{"alpha":1.0,"bonus":1.063952301562434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063952301562434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"9344e03ceb04a895b1fab6cdab206c807ec521d458b3a652d8bfb73c8a1c524e","formula_version":"titan-u-contract-v1","latency_ms":40.07704200000717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1147","prompt_sha256":"62a267acc49dce0e9eeb50293b227beed05155b2b89789c237e6e6a153eb115c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187747},"components":{"alpha":1.0,"bonus":1.0640219100187747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee212b566acb70fef1bb56c53053ff5e484d4f7a665680fa4cd6dc7892acb046","formula_version":"titan-u-contract-v1","latency_ms":39.60929199999441,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1148","prompt_sha256":"5780548d96582b84b1cfa2aafa6eafa5087325ae40f6bcefd964a3d59390f6fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e6ce9b35dd851950e830fe6e80d9ace4e52f0dfd3dad36cd40beff977237684","formula_version":"titan-u-contract-v1","latency_ms":54.481417000005194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1249","prompt_sha256":"bae9a0a007103e8b0570cf3177afed852bb9c24125e49d61531d80a8ce8fb5ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2ebde02dcf5da2430de31807db32643510e76ec9bb777f2210cfdb3ae85e6f7","formula_version":"titan-u-contract-v1","latency_ms":176.7539999999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1360","prompt_sha256":"fd71a24618ba2459e406f66406fe5ff0ee700c9eaa83fa0e3a19fd66bd7f4548","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1fb0bba5090e9778754c709f29a8961c8152e9dd63e821c74f63d1b4797c8d9","formula_version":"titan-u-contract-v1","latency_ms":87.54425000000765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1751","prompt_sha256":"ad625e4e5825be24696172cd45a65c843cf31d811eb9b2c62917c07f91b766dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e894f455e504a1f5a8036fc5a1c6039c3b2f60c181fba5abb6cbb4256a90970","formula_version":"titan-u-contract-v1","latency_ms":227.20375000000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1788","prompt_sha256":"bc45deec775dd997789eb2ba8c54a00cebc65161f72e3248d85a70cdc3ecc8cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064032604205576},"components":{"alpha":1.0,"bonus":1.064032604205576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064032604205576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb226c432566c90c9751f35ba44c472bb9c3818288628aecbe9637c861036b0d","formula_version":"titan-u-contract-v1","latency_ms":62.64504099999613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_314","prompt_sha256":"da569b983abba5e73c55f5a8ab71b7e647436e0039addb90411791534fc2c287","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6b18b72ce63bbed9ba291664b8e0d67891843669f9f7b9d1cb063d249f385ed","formula_version":"titan-u-contract-v1","latency_ms":30.790542000005416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1985","prompt_sha256":"1d1c0cbad8377667da5b6d5aa9e682821e6119c50783189a15d72bd7ca503dc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"e719a3af0a09b55d5dfc6defb58bc7c5277efd40ea0fb1383715772a397be80c","formula_version":"titan-u-contract-v1","latency_ms":89.01950000000625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1425","prompt_sha256":"b3b82a7158b3722a2c9d1e74a68f316b6dc0398189bca5e624d215f0ba7e47f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1bf8b8033bfa66b2185ed79892232e54faba6a3b4235d9fca18897ded0fc90c","formula_version":"titan-u-contract-v1","latency_ms":28.667084000005616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1466","prompt_sha256":"9993ca2e5c25cfd2cf9729048f4f936c8760ca9a5c5a16606c9d71c47507743f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746583},"components":{"alpha":1.0,"bonus":1.0638125752746583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a51a08d1c176859ed55e89ca680da79450d593871816c3e48234187487416fb","formula_version":"titan-u-contract-v1","latency_ms":30.7070000000067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030479241941325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1133","prompt_sha256":"21ed2d6ac389a8679fd9e3b9d2030bdffb0ecf9c61c786fdda7f95eadbca773c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e9d026a4c7b91259500acee9fc887724e7bfb090619818aab88139e690bbadd","formula_version":"titan-u-contract-v1","latency_ms":26.640374999999494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1344","prompt_sha256":"c011e382b628a3e57ad3b1a8f30672be4f35d9fbf2f9e9ad9e2c68558c96be4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"a153d9421d829ec08bacf25a3bb79eb7554f89c608a0ab77b240827e649997a3","formula_version":"titan-u-contract-v1","latency_ms":39.241333999996186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1427","prompt_sha256":"ee16325b4588b7c51c4688d3e50d7c9f552fe2098fbc40aca5e42fc3a8ceb59c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487787},"components":{"alpha":1.0,"bonus":1.0643756422487787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f2c8b8b70d604268a740968363ff738332e9ab2007e9c7155798f7c4db52a83","formula_version":"titan-u-contract-v1","latency_ms":79.81041700000446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310423089154452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_312","prompt_sha256":"01a2ee6392c5cf610b5aced7dfaae82ed0fd413a2e461702650de3728e228e7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456375},"components":{"alpha":1.0,"bonus":1.0640469657456375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9c3b97ac323fc159b895be4aba422ad07df4915c3d7e666c9d463430d6f1660","formula_version":"titan-u-contract-v1","latency_ms":38.726749999995036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030713632412304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1981","prompt_sha256":"3c96c6217607c7b20738461ee0a26bc4ce19ee4f56740c660e66b07d9fe4105d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644922645327206},"components":{"alpha":1.0,"bonus":1.0644922645327206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644922645327206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"59e9d27174b0e50b0a197ba923f1a0e96fc40a927ea3c3e0dc74a6ebff11e2f6","formula_version":"titan-u-contract-v1","latency_ms":53.50208400000156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311589311993872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1348","prompt_sha256":"80daca44dd963e502e23778b40ee86588f34726c93084299a6e6e4c2035726fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4824,"eligible_count":122,"excluded_count":18,"feature_sha256":"12617fbf84bbd699b0d41c5205072220ce6e91cab53113a6deb0c0826f07f756","formula_version":"titan-u-contract-v1","latency_ms":169.00562500001115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1437","prompt_sha256":"09abbcfc50ee741ce674574f662b91139ff173fb28234219937ac5f386ad0a24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce5612687f1a7a3b59332c573c12b407ee5af1ab1c66ce0455e01962ba762fb5","formula_version":"titan-u-contract-v1","latency_ms":72.4826660000133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1341","prompt_sha256":"f048922d8b4285fbd0a7a8377820bb5b02251e831b6d83da48a48bc423ab0a3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144146},"components":{"alpha":1.0,"bonus":1.0638823691144146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7f099c34168f7f428fe490fcc9f8d3254885a58a4654998e060bf29d9bf8a55","formula_version":"titan-u-contract-v1","latency_ms":59.885959000013145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1708","prompt_sha256":"46d6d8059354c162a27bd1fa572132c682c0e129caa67b05c8d85b2269290381","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064087064694426},"components":{"alpha":1.0,"bonus":1.064087064694426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064087064694426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"594c14ec613f5bb0543d6d1214715d62744bd0a19ef53077db879d22fe68d11c","formula_version":"titan-u-contract-v1","latency_ms":20.333500000020877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_311","prompt_sha256":"0e88299616a3388a16240883569b7fb110dea80218bd546aebf2207f68f3f125","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144155},"components":{"alpha":1.0,"bonus":1.0638823691144155,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144155,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3b919db89c01477dcc17a0074a178d930b29ebd5decf57d6d5bb329923d2f06","formula_version":"titan-u-contract-v1","latency_ms":49.813083000003644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030549035781082,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1516","prompt_sha256":"e4ea8501f5228761589a0f2abbe83a0ad20e9f7e1200091f46870c0993cac0bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064572977770899},"components":{"alpha":1.0,"bonus":1.064572977770899,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064572977770899,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9e96b244cf250ae56a07cdf1cb8e22591fe7e0339df0d4d64c46bdc3ed8f72f","formula_version":"titan-u-contract-v1","latency_ms":32.67387500000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312396444375656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_845","prompt_sha256":"6ae2460c45bc8cf1672672924b0e6ae0d871d572eb469b4cfc41e5bb8a52c5f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064193136253941},"components":{"alpha":1.0,"bonus":1.064193136253941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064193136253941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"4be431ee0f9f547b5bec9b7d329a0527ae42e67681a576b6e0bf0ad9cb0453dd","formula_version":"titan-u-contract-v1","latency_ms":47.72991699999807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308598029206075,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1433","prompt_sha256":"ecc0fb03313f40eb74c5be9ce01c478e5033fb5e8576e0b3bb8beb034b15466c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ebcb2ffb03ad2b0b593973c85758be5edfae5b8e5d1818a489380ef009a9941","formula_version":"titan-u-contract-v1","latency_ms":34.64079099998685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1428","prompt_sha256":"5321bfbbb8196335c12e97e838198da376298983fa3d88183f0e14f8457a9c23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cf27eeddda6e2a97a2af13cae315677d568e25208aa5987618b309873619520","formula_version":"titan-u-contract-v1","latency_ms":23.93137500001785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1334","prompt_sha256":"3af8e116d32bcc2e821eecb3dfc7a7ddd484b5a67fc29a1eaac86cbae6ba5480","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06399022331622},"components":{"alpha":1.0,"bonus":1.06399022331622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06399022331622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"80012f5bfc1c389fb3f1923fe555150bb221dae9ab6589a7d8b7a0b76b8ab9b3","formula_version":"titan-u-contract-v1","latency_ms":32.98029199999064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_2241","prompt_sha256":"3d09895e9ef6855a2b1e8da6a5ae1daba05c72c78ae1c838cb61bf7120fdcdbe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658023},"components":{"alpha":1.0,"bonus":1.0637202551658023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba616597853748f7880bdd11de96d36bad7565c64e887abd1b6d20c572c3a779","formula_version":"titan-u-contract-v1","latency_ms":94.5472079999945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303869218324688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1445","prompt_sha256":"9c884d9ce0b86f2b8014c96ecb0c6b77688810ddb88dd05e4ef11aa97045a5da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2908bcdecd69c77649744b32e194bb5009e7e08818aa1eb88e55ee3c036ee18","formula_version":"titan-u-contract-v1","latency_ms":36.69145800000706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_859","prompt_sha256":"575b2788519169ea2da7ad347c574de0596a84925900cf54f84f8a0e385eb439","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"e142f04ca7ef678ad8d369666a7a85cedd98e5cb371446e6ddc268efcc34653a","formula_version":"titan-u-contract-v1","latency_ms":35.3768749999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_163","prompt_sha256":"eca21dc21a15afe54d4712886fc50055f52ef6231d53cabb541640852eeffc39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644441074159319},"components":{"alpha":1.0,"bonus":1.0644441074159319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644441074159319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dfe2314d3446ea073021c2252a81e1747152ead20f0ac4ca71e7d9cb2505196","formula_version":"titan-u-contract-v1","latency_ms":41.771250000010696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311107740825984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1054","prompt_sha256":"838a252d41d13b61ea2a20388d4ca510349008485d243df59d201911f67fa985","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159005},"components":{"alpha":1.0,"bonus":1.0643213947159005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"b47b6425ef22597211bd4396f33bbea2c16cb818d6613cab9ff2f6eba88800ad","formula_version":"titan-u-contract-v1","latency_ms":30.879416000004767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030988061382567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1509","prompt_sha256":"1256554b5941da5a16ec5501194a6db681c76e5237c2b2d699e87eed5fd91d98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191658},"components":{"alpha":1.0,"bonus":1.0641469735191658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d5e531b29b1882eae20bcab13afc1a0977403756cf2df0ea0463a0d2e581478","formula_version":"titan-u-contract-v1","latency_ms":28.88520799999128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_2086","prompt_sha256":"288406ee8742a80862c3d1d452020614cffe92eba2ee71c706c1b39d418edb1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798375},"components":{"alpha":1.0,"bonus":1.0636482618798375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f39bf8ff1c58dad8718d4f6aafaabfd6a595de303772d27c4cf5f4e7b93681a","formula_version":"titan-u-contract-v1","latency_ms":36.968708000017614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030314928546504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_170","prompt_sha256":"7e2840fee16db20ed174c95f9487bf4a0526de60c5f9915b9a59cb835bde4733","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646373942568428},"components":{"alpha":1.0,"bonus":1.0646373942568428,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646373942568428,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4849,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d2fce30bfbade00e013e5b217e523c35635b0488484e3a962b0f003a32f9fb2","formula_version":"titan-u-contract-v1","latency_ms":46.6000830000155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313040609235093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1432","prompt_sha256":"8120e9ea69af0001939e1fdc6052087301177c0eeea3371331bbf194e3ce3615","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751066},"components":{"alpha":1.0,"bonus":1.0643883366751066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"23f12c58ce8ca525e385e4976cc46e7e5bb9c2e029dd95cc479e073c96f1ee70","formula_version":"titan-u-contract-v1","latency_ms":63.39550000001282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310550033417731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1045","prompt_sha256":"6b64ef27781c0c4a5aa5929950ce9c13b598a69cabfbef7f16355c259cfd253b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"aff31b82b612a7c2aea49361b52eea00f3eda4b0288ecf2d77bba9f20237101e","formula_version":"titan-u-contract-v1","latency_ms":41.995666999980585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1441","prompt_sha256":"62e7757ce4b6a1e5645aa3df05b10dc0208e9e912a204ac0f644f856ad25ad74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155877},"components":{"alpha":1.0,"bonus":1.0642284507155877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"6cce2f82cb25ee6ad425f73bfe0b50ff6a53119aac04a72a84889413049ca22c","formula_version":"titan-u-contract-v1","latency_ms":32.73895799998172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_881","prompt_sha256":"8a7783e13cef827966493a0f33c77b348c5308041d555d0fe73e853e40f99b3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642048418009102},"components":{"alpha":1.0,"bonus":1.0642048418009102,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642048418009102,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"39be049791ef50477196f23f5d1e59fd0fbfbf5a3a665b68e991a526385eb3f6","formula_version":"titan-u-contract-v1","latency_ms":38.02725000002738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675768,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1060","prompt_sha256":"3f4bfe5c060dc4c9de973f1eda88b3c62fd162ca3b73bac913b7e2535334768f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155875},"components":{"alpha":1.0,"bonus":1.0642284507155875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4754,"eligible_count":122,"excluded_count":18,"feature_sha256":"4972169e2ecefe08655777a8115d0af4465493568c4a9faaee6cf9437231d24f","formula_version":"titan-u-contract-v1","latency_ms":37.01908400000775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030895117382254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1412","prompt_sha256":"861d2aaf2d4368eb2b3b8812fae06f13d11515eebde6c4b8964b8b2bfbedcca3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06399022331622},"components":{"alpha":1.0,"bonus":1.06399022331622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06399022331622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b832a39d7c7142e16381fab11229ce6e5213c4c1bd9536f9df9a70f3de35927","formula_version":"titan-u-contract-v1","latency_ms":22.838124999992715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_833","prompt_sha256":"d7cf8d54573230d533efe20f5007de0ac684765b5b1f22c97b446a6476d3286a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181531},"components":{"alpha":1.0,"bonus":1.063972876181531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ae54de46b19aa2dc334a4728a3f8ac4166cb85185ed0fa8575fd17acf1c9082","formula_version":"titan-u-contract-v1","latency_ms":28.58295900000485,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1407","prompt_sha256":"d9fc3065aa58c1c846216010b6ab9de62daaf09b534435f227489174caf765a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443123},"components":{"alpha":1.0,"bonus":1.0638597769443123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5fd004521cb552ba814ed75239b695a2a622b6dbf46064e91fd758d523b3442","formula_version":"titan-u-contract-v1","latency_ms":25.380166000019244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610979,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1473","prompt_sha256":"3c2c688063b768697c9cf6ad14a5f97e0b20df1180427526dc9565e0faf78446","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009356},"components":{"alpha":1.0,"bonus":1.0642683850009356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"af95fab5bc375151ff1c12a3ffcc37617077f79e98459ea01bbe2dccf69fdfaa","formula_version":"titan-u-contract-v1","latency_ms":79.2338749999999,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1162","prompt_sha256":"5b52180099159e1d47120794634d38428f61e34d1a1e3d917a4b7a15e04bb0d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191658},"components":{"alpha":1.0,"bonus":1.0641469735191658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d7373a53cf259d7e7bba16b57cc44c0bdf4039ac84a47d77f1b7cc25a76ffa1","formula_version":"titan-u-contract-v1","latency_ms":61.91262499999084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1159","prompt_sha256":"51d239c5fda497d6a58f363cfcd5d252d0631fb428b7e4ab9c4ef2995a49aa9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643296599268481},"components":{"alpha":1.0,"bonus":1.0643296599268481,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643296599268481,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"24f9fdb1e633b43308ec6d21544eeb612a8a9a535f92274ee5b8821e2226e371","formula_version":"titan-u-contract-v1","latency_ms":39.29654200001664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309963265935147,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_303","prompt_sha256":"380ee2d8db64ba921dc6ba1a61849209aa1ffdf1923f1d119017d61dc9e40d67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"3da25c11540de02802fb2f4d27eaa243a3738065ac03855ab15e419d676c9d44","formula_version":"titan-u-contract-v1","latency_ms":28.13583300002165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1168","prompt_sha256":"9779ac5a93645b7eef77dce59e1bf55ede13086fdcea7da1b506e2b8e79817fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a3680849b85d7b913e5e2fc205fa37a8a61193c3dd31e68e4d0aa69471942a3","formula_version":"titan-u-contract-v1","latency_ms":91.15837500002044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1161","prompt_sha256":"28a62358cd1bbdfd31abe2a3f1ac6a04b58e87b0c935c9546dc19ec348ed4070","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412025},"components":{"alpha":1.0,"bonus":1.0639797930412025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f1b8133ea41567f796e189e2d26436c0bcdc8b4fc550c2b005d70cac19d0db1","formula_version":"titan-u-contract-v1","latency_ms":41.634750000014265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030646459707869,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1046","prompt_sha256":"e68bfca5c0bca73b7ace4b7840974cb966b0d24af1ddd873f597b874dcf95b0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324554},"components":{"alpha":1.0,"bonus":1.0643090518324554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4774,"eligible_count":122,"excluded_count":18,"feature_sha256":"d059159455b84a648fbfe5f931d2e7d16af2fa460e3bb51c41e56c5316d42158","formula_version":"titan-u-contract-v1","latency_ms":50.29258400000458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030975718499122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1443","prompt_sha256":"e13c14339fff5e43eb677d27cb0343056a96a5ac353e9c67df9c5bca831a38ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a8ef7518740f472afa8061cd40bec0d5f4978c7307f2e71cb8f23d793ae9f1d","formula_version":"titan-u-contract-v1","latency_ms":27.545915999979798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"AsDiv_1270","prompt_sha256":"41af1a780bccafee920972a5ea794d0b9876fd15370b4abf00fc4246021a62dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645638925165561},"components":{"alpha":1.0,"bonus":1.0645638925165561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645638925165561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"83ed9f2a5db2c75437ce43ed5dbd38080bed342273ba23efd235b6552144a83e","formula_version":"titan-u-contract-v1","latency_ms":23.063874999991185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_489","prompt_sha256":"08ca431dbd097bda854ec4f83be10cca2b0f1aaff5d401b8bed95a9c7559f282","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712038},"components":{"alpha":1.0,"bonus":1.0645413074712038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb0c0e031cc079dd3ff4fc480d48b3a71e666f7984897fb31c4da0dbb9bf38dd","formula_version":"titan-u-contract-v1","latency_ms":31.070207999988497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_7","prompt_sha256":"82e04fde3c90747b18600eae1c55edbc36355adf6224265e8c752cb6c139094e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa6ca7cb1422ce6b80dbfc0492ebd93ce2a886178fe39b319e809bc66d311ac1","formula_version":"titan-u-contract-v1","latency_ms":178.72054199997933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_313","prompt_sha256":"8741afbb23dffeba058a5e783898133ce4e1d37521eebd27de986669f76c86f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659453001033858},"components":{"alpha":1.0,"bonus":1.0659453001033858,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659453001033858,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5086,"eligible_count":122,"excluded_count":18,"feature_sha256":"84c53c802cfa7e91bbddac16bf40f591f7c78827de48807f1b20e1b8037c8298","formula_version":"titan-u-contract-v1","latency_ms":84.17429200000015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700524,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_41","prompt_sha256":"42476050be9d3538f8e0df06e075f492718cda941e757536690084f0ebdcee7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"9340587371b7f2a6e68a480b33a0c3a1136b997c42965b6ea116badf6861d3d7","formula_version":"titan-u-contract-v1","latency_ms":176.06525000002193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_1044","prompt_sha256":"8b9e03ffe7fd40b3e502112cb5998d2d756459642dfcc47d8429cfba450050e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630447},"components":{"alpha":1.0,"bonus":1.0638954402630447,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630447,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"d839b52385cb465da747b0426aec72ecd0c0f97fe867d86cd6fa9d7401b67dba","formula_version":"titan-u-contract-v1","latency_ms":30.99937499999328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_973","prompt_sha256":"62176d9278893e1fed2b29f426689e71c142ceb3b56f58edaddcbfdf478ce04f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"50d3624716e402aa73776c930fb6edbdc6d5a1af470970b2db62f7331b13015b","formula_version":"titan-u-contract-v1","latency_ms":37.998124999973015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_1054","prompt_sha256":"613c9db6e79840b4276ca25a04b99ad56b4f468a48fc8b863695c759d7f07e7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646748476647694},"components":{"alpha":1.0,"bonus":1.0646748476647694,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646748476647694,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4857,"eligible_count":122,"excluded_count":18,"feature_sha256":"6095e37745852c47eaac1858cf92bbcf0405d5f844c496dbac4639cc6ef4506f","formula_version":"titan-u-contract-v1","latency_ms":37.28649999999334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031341514331436,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_333","prompt_sha256":"e72091e8385ff3a915ad3b2f79898126fa65bce5e65cc5b5f18b2b2bc7369cf9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"98ad68b94faa34ccf44f3d6423cffadeb3f78bb4af8a8e47e9f9c8081cb937a6","formula_version":"titan-u-contract-v1","latency_ms":65.94233299998109,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_597","prompt_sha256":"f11e4edfe729073e08a4750f61439ead0cff0d1bf3eeb9b7d744918fd0cd835e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606876},"components":{"alpha":1.0,"bonus":1.0638791196606876,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606876,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"42040f8b445e3810bb32556db977395f0814e3c4b9988557dda05daac55e2741","formula_version":"titan-u-contract-v1","latency_ms":76.3220409999974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_1188","prompt_sha256":"28c4f815f880e8f6d87d34296d1c2479a60dc97b6086e341e9bb7f6d98715cbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653321115091292},"components":{"alpha":1.0,"bonus":1.0653321115091292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653321115091292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4984,"eligible_count":122,"excluded_count":18,"feature_sha256":"76ce9cf18d634ee3ab18c38f81f0073da6a61b54f5fc18249986aa70fab425e5","formula_version":"titan-u-contract-v1","latency_ms":35.93462499998168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319987781757958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_45","prompt_sha256":"f8a1e274e45136bce2fb968516aa81ec3a452f2a1c75451a0aa46c62f0a0b2c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063942113233845},"components":{"alpha":1.0,"bonus":1.063942113233845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063942113233845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ba8f81999048cc4aabc53cc7da2c9fd347c3d64bae826357cc72d3c06c775cf","formula_version":"titan-u-contract-v1","latency_ms":28.065666000003375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005115,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_539","prompt_sha256":"5c63d5a2e84810a2dca001384f6a560f0d0eb05ac77711d4760312d9b8c05f43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06383125791288},"components":{"alpha":1.0,"bonus":1.06383125791288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06383125791288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"30b9dc466f01687aa1b698cabff58aeefc8e2647af2c772f4f90cf214235f1f5","formula_version":"titan-u-contract-v1","latency_ms":22.71874999999568,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_1128","prompt_sha256":"8e3a6aebd1aa7d65f1a6ebb1344e895f7b03be968fd635f446f730053dc79b3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"30c11c71c4833092324d346bc2529cbc8b2856daca8ae4eac84a96538b0ffe1a","formula_version":"titan-u-contract-v1","latency_ms":39.89758399998777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_776","prompt_sha256":"213d7584e8305274e62820654960405cffec4e9af486e288fba0543b3f2a2ae3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064228450715588},"components":{"alpha":1.0,"bonus":1.064228450715588,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064228450715588,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4754,"eligible_count":122,"excluded_count":18,"feature_sha256":"83063383a4617e44ca6ade3fabcf491137ebf6003469ec5c174ec137d41911b4","formula_version":"titan-u-contract-v1","latency_ms":27.50441599999931,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_580","prompt_sha256":"78a146cef0f44a1b98cbab2d4cf7f015da9c68b78f2900e2e1cbe8910e823b6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652705202200987},"components":{"alpha":1.0,"bonus":1.0652705202200987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652705202200987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c8396db5717cba9dbf78f09d3ed17af8edd7c9fff80ee533b61e4c9d4f473c5","formula_version":"titan-u-contract-v1","latency_ms":45.24845800000321,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319371868867653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_1001","prompt_sha256":"e0b74d6725960c028f0732b752c3f6da6b8d85e198f1a7abe13c165764e51aaa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064405365098279},"components":{"alpha":1.0,"bonus":1.064405365098279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064405365098279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"0173536ce6c16bef3885571c43cbd30ae5d3166f21a0be7f43c2a26d4c035223","formula_version":"titan-u-contract-v1","latency_ms":89.8918750000064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_996","prompt_sha256":"c1d53b6a889acebb0712b21c50c621480188fb9f95d82c04a72680c5102b77b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650540039124776},"components":{"alpha":1.0,"bonus":1.0650540039124776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650540039124776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4933,"eligible_count":122,"excluded_count":18,"feature_sha256":"7364c42c3306584fd26e0f1901e2139afda85212d299b3bed9e607201b745731","formula_version":"titan-u-contract-v1","latency_ms":22.578124999995453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317206705791442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_432","prompt_sha256":"0ce1a5034588fc4e7aed0f8a05693d3cf4aac90c2388006a37d1ac1ed498a284","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594016},"components":{"alpha":1.0,"bonus":1.0637700093594016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"42d5f0d045aca1ddb825a6024435d66d56861a1d43ce161a142e9a3ce27dc03c","formula_version":"titan-u-contract-v1","latency_ms":29.99729200001866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_623","prompt_sha256":"e782fe9cfe74f99530f9225b01f8b2c34b9d05303835df2618b122775b0493a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064518905421599},"components":{"alpha":1.0,"bonus":1.064518905421599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064518905421599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"30ca907a820c6cc52648b07752ff29e7e62e625560fe013404e62bea8e46ad05","formula_version":"titan-u-contract-v1","latency_ms":24.226499999997486,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311855720882657,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_898","prompt_sha256":"dc3cae4fcf1a7e77fa3e68c14f221f49fc965a95893b6e1ffb0defe310df33b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644484487282602},"components":{"alpha":1.0,"bonus":1.0644484487282602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644484487282602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"09486fa8c7d3d5527dadddb2846437ac3354e6b9381d15bee5fb006c73be6062","formula_version":"titan-u-contract-v1","latency_ms":64.57129099999293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311151153949267,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_552","prompt_sha256":"c2b6c2d7d076437f5c90908014b3af5921e16119c63b998eb26cc63eb565282c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069643},"components":{"alpha":1.0,"bonus":1.0638064064069643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"868ec59b9d6e90c6495108c379b393bda21b38e0b825ceac1e95f77fc52c470e","formula_version":"titan-u-contract-v1","latency_ms":41.63933300000622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GSM8K_949","prompt_sha256":"e6f50725e44cde7f96da054a145ba8d1ea749cce92c51b335536abb90cc89d56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645099958431579},"components":{"alpha":1.0,"bonus":1.0645099958431579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645099958431579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e02cfd443a1d3f284eebb1a0e95027583452c5b9d4ed9675e8883bf5e7b94c9","formula_version":"titan-u-contract-v1","latency_ms":26.84312499999919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311766625098244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_205","prompt_sha256":"7bd3865aaa4b5a7d4e10fc27ffd2113a88b173762c631423f7fb94cc8cad392b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"6b44200e5d22d62205bf29c12baf735fda1e1fdb0781ed35cad37a3e7ee0bb88","formula_version":"titan-u-contract-v1","latency_ms":41.7998329999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_791","prompt_sha256":"e6727ede0a15aff7778cccdea566fe23a1de116f8e56b2dd416f4da2a2880682","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456388},"components":{"alpha":1.0,"bonus":1.0640469657456388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce50f11755ee51095621f24de86531709bef85948b65e9a63720e9c061afff65","formula_version":"titan-u-contract-v1","latency_ms":24.72249999999576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307136324123054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_737","prompt_sha256":"2449a9de34e43b46e874cf234a9c73ca439f650073722c6665eae52cf26d5157","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595275},"components":{"alpha":1.0,"bonus":1.064036183595275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ca7efb678d82dd69badd658ad2cc5ad5b535d5dc60abc3fc8615df5189c78e6","formula_version":"titan-u-contract-v1","latency_ms":31.90712500000359,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_648","prompt_sha256":"d9a9a77342be5b834aa229135dc39c47b442991ede5f4917e4bbd7370a2805ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"26d950ef21263b6942e231e0922e345e09bf8b6caa11d25c8bd18842b18b4423","formula_version":"titan-u-contract-v1","latency_ms":23.770750000011276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1104","prompt_sha256":"440883214706339c07a6c8b415273ec895624989fb08fc2deb2d89d1fb5d75a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"1375d98ec3f6adef9bcb6b93079e14ae96002f64fdd7d9720b70c81af1f7d064","formula_version":"titan-u-contract-v1","latency_ms":45.56912499998589,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1223","prompt_sha256":"ef1bb45dbc42656afc0efde2301eea514657d4c4995818c971088a19633f9bf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172513},"components":{"alpha":1.0,"bonus":1.0640254674172513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"a04943482d65037fe7f433afeb690fcf0ffb0b9e61b9d93db842af6ec24806e1","formula_version":"titan-u-contract-v1","latency_ms":65.03416600000378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030692134083918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1023","prompt_sha256":"5ca11c72829a207b6ab8ce44e28a2ab4cab3242deb3e271ea0fe7b8a70e8f5f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"f784669f630a3eafe6860af8a3f2e0d50ca3c8634898db3a2c16d2d5630d92ce","formula_version":"titan-u-contract-v1","latency_ms":33.404041000011375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_211","prompt_sha256":"ffc5baeca3f4852f56d67ddfcd463b6d94d0a85e3cd72704828b083003a20095","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"0438d8e07ef9bdb44306d9fe12e3a099093acf0e415f3055faf1d59c9c85518e","formula_version":"titan-u-contract-v1","latency_ms":80.88570800001094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_707","prompt_sha256":"713577dcb70f1fc754b4ae79d04dafb72e7631bc7a677c94c42d5a991fef68f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"9629fa0773e50186b21565d91eb7b63afe1668c137dff1dc24d1f4143653a844","formula_version":"titan-u-contract-v1","latency_ms":20.400125000008984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_23","prompt_sha256":"7fb978fe03af15a35dbcb8a00f672b35cfdbd63559724ec5bd8016c3f9eb16d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"f65c424f0e5b50c35605fe710f1c56345b41bddda63bb38fb2ac77a2ff6663f9","formula_version":"titan-u-contract-v1","latency_ms":26.442458999980545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_168","prompt_sha256":"c0f35422b0a032a9c8b22c761a17f25b8f59e9d900ef21149a7f1c4707afae33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055748},"components":{"alpha":1.0,"bonus":1.0640326042055748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"c585e43a3256487a7e809f7c449223ea545bfc6f9e986e2f1b7ba680fdd1d613","formula_version":"titan-u-contract-v1","latency_ms":33.53291700000227,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_15","prompt_sha256":"7435e01a2a472f4af8676c5d787d1c1857b08aacf514c2733727e6ed256e63c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312128},"components":{"alpha":1.0,"bonus":1.0639252793312128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8aaaede97933118c96de0413477c157d760f22c0a53e5b2162f4cb63d7d2836","formula_version":"titan-u-contract-v1","latency_ms":47.589375000001155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_691","prompt_sha256":"ba55c23e86cfc62eb0e5a51f98006a0b13e7a76f97ab62e1389b987915f793fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656412535417346},"components":{"alpha":1.0,"bonus":1.0656412535417346,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656412535417346,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"4db8e7db3ccc2b18531429c078f159f201949cce777692924d31d2654c42113e","formula_version":"titan-u-contract-v1","latency_ms":31.41520799999853,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323079202084011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_815","prompt_sha256":"70afcd6ac0af4724411b61869370f1492488f6e7741ebed929b5e6a127b5d4ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309066},"components":{"alpha":1.0,"bonus":1.064751159309066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4882,"eligible_count":122,"excluded_count":18,"feature_sha256":"be0d9ed36d9e6496a66a6dc505ee3d974ca9a99c76d4a78d4f91f4e673570c4c","formula_version":"titan-u-contract-v1","latency_ms":37.904208000014705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1040","prompt_sha256":"6b599207656e250740d4b282a969e46555f120441fdd480387b6d3cb49d7e65c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644311274103175},"components":{"alpha":1.0,"bonus":1.0644311274103175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644311274103175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d76236440acad2870e3d87df2567213c7bc7ac6010151e911b552e062101f8e","formula_version":"titan-u-contract-v1","latency_ms":57.820625000005066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031097794076984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_444","prompt_sha256":"066968e0d1b3575c187da8e832bc9a09d921485eab787abe767fea9831bb09f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311465},"components":{"alpha":1.0,"bonus":1.0640077537311465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d07094daf8d7eeed14e97d9e4a507b6cf3ac8f4beb03bc6582a9cc2479db7a7","formula_version":"titan-u-contract-v1","latency_ms":28.629999999992606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030674420397813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_812","prompt_sha256":"013d6c90e1ea5ecdec62693b8bea4b89a88dc2eff4e810ddd5e912c4b4eddad1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"8defc78203d03d0b425bdd68fe530d2e8969567b2c60690bd14547c43baf1d44","formula_version":"titan-u-contract-v1","latency_ms":75.21908300000746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_417","prompt_sha256":"facb58dfe75ba7746aa931c2f72179938261b9d18e26996a28102e324ec65369","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f34cb1aa045dfaa69ff7486cfb6105870d64ea7ac4524c8ae003817526a6e91","formula_version":"titan-u-contract-v1","latency_ms":59.684750000002396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_136","prompt_sha256":"d00b50762abc3427cbc31bdfbb7796ca1d0e6d01891b1e73e604d5907a1d4b52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"774d18dfea52804945420052beadc067cd1c5f9ee859961fc2fb4dcc0a37bee9","formula_version":"titan-u-contract-v1","latency_ms":34.5509160000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_229","prompt_sha256":"d3b4c42c59bd262e5534d4c6878e7455ff80b8ac27e7f9b89f7484b44b4fd5ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950498},"components":{"alpha":1.0,"bonus":1.0640944506950498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf0f0e51d715cf6ddfa8d3f3f1c5a06b08738ad8aaff658537b0c02d324c9072","formula_version":"titan-u-contract-v1","latency_ms":30.86600000000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_688","prompt_sha256":"920d08fafc41a8a3dd4f551558914fd7b353249377e12959638526c272f4d629","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888549},"components":{"alpha":1.0,"bonus":1.0642166132888549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"c81dd32f82bf06fdedeb0f463ba6d9918494f5d6cca41cf40722ce5df4aa774c","formula_version":"titan-u-contract-v1","latency_ms":33.83445800000118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_758","prompt_sha256":"9c430cf407a85d32967f6834fafa384a0d4502dbbc53553673b794cd3811ecb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1f4451fce8839b6501eeab1c35e3b7af41e7786a45f9bc5f9e36556800d0349","formula_version":"titan-u-contract-v1","latency_ms":41.267250000004196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_122","prompt_sha256":"bf5220283063723444df49372bd479df33a37a7ec5146dddb9cf5cd92afd798d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064568431484092},"components":{"alpha":1.0,"bonus":1.064568431484092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064568431484092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4841,"eligible_count":122,"excluded_count":18,"feature_sha256":"87ec69ebaf8dff809bdf35cf275449a44af75635f487d5067372656b361eb835","formula_version":"titan-u-contract-v1","latency_ms":30.994166999988693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312350981507585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1279","prompt_sha256":"cee7a539bd2d1c55728e0eca620d3226c7a132e4c95ac6700d435e15c89404da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"4679bd97fec0d80441d4cbf93ba109263402b9ca622aafd54dfb19a2a754b5c8","formula_version":"titan-u-contract-v1","latency_ms":39.79362499998729,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_374","prompt_sha256":"89aec7b0d4feb0dc488a1637ea5789c253a98d16447a7049f45e3baa18e0d8a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06412053255846},"components":{"alpha":1.0,"bonus":1.06412053255846,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06412053255846,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"104f2b77ac865277e67a7b88823393fd7609c6e536539171323d97fabcf113c3","formula_version":"titan-u-contract-v1","latency_ms":88.51387499998964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251265,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_383","prompt_sha256":"e15a23aa3f35660a1c138755e01687ec40cf4e90d93fee21a56a5dcf6b215f9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641431742545266},"components":{"alpha":1.0,"bonus":1.0641431742545266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641431742545266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"686df9785491404ff8656217eb51aa995f0c56dd3d20a330c24fc445c07d5b2b","formula_version":"titan-u-contract-v1","latency_ms":56.212708000003886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308098409211932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1139","prompt_sha256":"46b31b1e47a7ae6d63bbd349a874b41002771256dad07e68c55580aef4ca75d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"032108eedba70215f94f775b68a215299fb188d166cbcd2769526d3dbb963199","formula_version":"titan-u-contract-v1","latency_ms":137.6539169999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_224","prompt_sha256":"79d35eef57984d56dadc89031e2ca97480a318a200487edc7105098275f0d18b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566414},"components":{"alpha":1.0,"bonus":1.0641622438566414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5cae1f4a12f645e2e6484ed9a31395d72bfb4f095a37ee785a09d5091bee1c8","formula_version":"titan-u-contract-v1","latency_ms":134.0317910000124,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523308,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_809","prompt_sha256":"60923698c954aa69ab7ffd390187b22748d67069047b39ca72f9d45b72df24ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2ddfbfc399a95dd0e5caa88a676c5723ecd3231c99210c01eeb05e982fc0cca","formula_version":"titan-u-contract-v1","latency_ms":24.576249999995525,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_449","prompt_sha256":"1a1511a791d6930750250709b0f61a0029637c43b080818d18841d5358a434a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766041},"components":{"alpha":1.0,"bonus":1.0642523233766041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf614ab2895866ac64b720415f9d739bda82f64f7457121af83edfd303401859","formula_version":"titan-u-contract-v1","latency_ms":39.83608300001151,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1278","prompt_sha256":"0780e2b9a6dfaf04c60076ca7520334407bd36ee75046116f2e096bb8a7a2df6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642087583035578},"components":{"alpha":1.0,"bonus":1.0642087583035578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642087583035578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"db771e6e6df8e1c5545af33a6c0301d91ec465a4bcd166198cbb29454d09e52f","formula_version":"titan-u-contract-v1","latency_ms":359.09787500000334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308754249702243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_443","prompt_sha256":"4ba4149b522c982d65f0a97ba15f60c0ac4d746b9c43dab4ab700688f877b091","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537427},"components":{"alpha":1.0,"bonus":1.0641130439537427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"7abecaa452bbf5c9b3e3ea26df20fd26c16aa5b8c2664b31a6d3d8b04d041805","formula_version":"titan-u-contract-v1","latency_ms":33.16779200000042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307797106204093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_433","prompt_sha256":"9383c2ec86b4b026b86e9afb1a515ee2360a174aa242c14dba1972eec858f58b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"fda328b7cf488746fb02f7ff00ee66769a74c3c684b8571b0f87e1e6dbc37b84","formula_version":"titan-u-contract-v1","latency_ms":31.480541999997058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_456","prompt_sha256":"8b7c7c8b7377fcce897c221121c50a272c03869df4faeceac6995ef108dcdf3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396684},"components":{"alpha":1.0,"bonus":1.0645548365396684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"d938c659957a44993741a6dc2e9c920fbb3f2a98161573712c720be4cdfe29df","formula_version":"titan-u-contract-v1","latency_ms":28.906250000005684,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031221503206335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_821","prompt_sha256":"54a1dfc0d832e9a89fcc6a82f472fecf018b1a2a9d84f12ad9547f7c22630f42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063837544135617},"components":{"alpha":1.0,"bonus":1.063837544135617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063837544135617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5f287cfd5715bc67c6c3a802eafb32885b2bbd9457866fca33820d4c62f2f31","formula_version":"titan-u-contract-v1","latency_ms":40.12758300001451,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_434","prompt_sha256":"93e01cb3bd2d7dc2198e91a927c703e24939c1b703d0a8da8f60caede05b20cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721863},"components":{"alpha":1.0,"bonus":1.0645144469721863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4829,"eligible_count":122,"excluded_count":18,"feature_sha256":"10c1e8727041d2d7d6700f7c18fffe3f88bf12a35238a0f1b08f8bc0e814f642","formula_version":"titan-u-contract-v1","latency_ms":137.2396249999781,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031181113638853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_858","prompt_sha256":"d6f5df5814c0f2e271de4f8de7266558a218dff098ab0784f43f79e87914690a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"dad433f8c949932c2612d4e38b6b6184402aa9f49a3ba5c658dcb72e182a1fdf","formula_version":"titan-u-contract-v1","latency_ms":29.46704199999317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_452","prompt_sha256":"9fb0da25c92c09e33a5317c5ecc50c8941f9051c3ea1de52f006a49941a0fae9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"5195e32197263e38ab39ab14f7da7265d121c58d4427efb2d8d454a2b381e158","formula_version":"titan-u-contract-v1","latency_ms":26.230416999993622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_202","prompt_sha256":"ced173c2fb92b8d516bffad5996d88c46822c9c54fe7e762be3d8f0a270b8a4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645189054215993},"components":{"alpha":1.0,"bonus":1.0645189054215993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645189054215993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4830,"eligible_count":122,"excluded_count":18,"feature_sha256":"acedc21e902ccba4078e546b5704306e54bb9c26ef869e42b08923ee5195ef20","formula_version":"titan-u-contract-v1","latency_ms":44.4264589999932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031185572088266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_796","prompt_sha256":"317696f4cd5baefac88303befa2995bbc60d428b19aee584ab651b732eaea869","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"f50897e1898fa6393ee7d1760c9e84d78f4d525067b5bfda093c6695c53b4e1c","formula_version":"titan-u-contract-v1","latency_ms":213.96550000000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_215","prompt_sha256":"ff30446690d03e517ed92c27bedca7afbfcd0fa75695f05f134a9eb35adb246d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064087064694426},"components":{"alpha":1.0,"bonus":1.064087064694426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064087064694426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"e845774580cb7d1e805b27cec5640458600a988834b67d6bbe7f432ca7ec7612","formula_version":"titan-u-contract-v1","latency_ms":150.3039590000128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_72","prompt_sha256":"08c63c3f2779391792405478503f350374e45919eeac98d170ada052185312f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2ee19b7bc55bda77438ef4dfeb87c8014e0b1616f2ec0ed2090b62975bf34cd","formula_version":"titan-u-contract-v1","latency_ms":34.830374999984315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_49","prompt_sha256":"32e7ed275f1ac4fa7051b3c33fae6628afad8c6046a43f3eb6f6a04ecd1d4718","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654290362337606},"components":{"alpha":1.0,"bonus":1.0654290362337606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654290362337606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5008,"eligible_count":122,"excluded_count":18,"feature_sha256":"22b96382f325b9e1aba1a57deab79b0cc8e4e3164cefcdb2cee9022fe29b9219","formula_version":"titan-u-contract-v1","latency_ms":37.86245800000643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320957029004272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_753","prompt_sha256":"fdba5cc121dfc0c10fcc763b02ab232b0e3b9073c9f9cb2faf0c6521a4ac0365","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064945013985464},"components":{"alpha":1.0,"bonus":1.064945013985464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064945013985464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4823d0a31e9daceef29710648c9d9d4a1c18385473bc25925f7e4bb1fa465c6","formula_version":"titan-u-contract-v1","latency_ms":98.72258299998293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316116806521305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_866","prompt_sha256":"981dc388c4a043f657023ccc97b1907fa4620bf6daea229f6c51828ca2c51037","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638502045929688},"components":{"alpha":1.0,"bonus":1.0638502045929688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638502045929688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"e709d03113b763adf28252c26490ce14ce5d54fd26dab8306ad44deb6331fe96","formula_version":"titan-u-contract-v1","latency_ms":100.46104100001685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596353,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_185","prompt_sha256":"b235e7623a4b01d99e80495b894cefa5a3f48b4e6f530a2ba32261de6c8eea0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dacc9bb2da8654575c0c323828c3032a174574ba7de80a27a1c18dbbf07b686","formula_version":"titan-u-contract-v1","latency_ms":75.87899999998626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_233","prompt_sha256":"4534678155542b1cf7f92bc28d48a7585adc36b1b0964a301075000957977ef6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646004091911667},"components":{"alpha":1.0,"bonus":1.0646004091911667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646004091911667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4848,"eligible_count":122,"excluded_count":18,"feature_sha256":"14371f3f641d6e2ddea7fafd4a1d34695a7ba190298bce47f27ecc5587e2a59d","formula_version":"titan-u-contract-v1","latency_ms":36.71416699998531,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_865","prompt_sha256":"5bdf2cce28b61b077dc7cfe7e1e9c141e7027de5e8a18b57e33c52ce5fec1499","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292174},"components":{"alpha":1.0,"bonus":1.0641318204292174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4736,"eligible_count":122,"excluded_count":18,"feature_sha256":"aaf26a969bbce605881287b096fa1da3d2184121815b8aebc2ab6518bc5eba56","formula_version":"titan-u-contract-v1","latency_ms":23.56912499999453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030798487095884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1388","prompt_sha256":"8e210d192cda7cce85414b9c03d07e41b100860ff1d4ac9f37406cc7b0f04572","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646984938528374},"components":{"alpha":1.0,"bonus":1.0646984938528374,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646984938528374,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4869,"eligible_count":122,"excluded_count":18,"feature_sha256":"30e8a620d3c1daf278d8ecd85e06e1c1a4a58e16deaa9ace3cd97584fa47799c","formula_version":"titan-u-contract-v1","latency_ms":21.81895900000086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031365160519504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_881","prompt_sha256":"7e92e5fafaddc9ffeee8e8fe0b62d3d62bb7df7b8df8dd5f67f49c38631b5d98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365945},"components":{"alpha":1.0,"bonus":1.0641776314365945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"73dee095b877064787f9a7b27ae57b70cd646184c861fca8da264b2521c7992b","formula_version":"titan-u-contract-v1","latency_ms":24.454375000004802,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030844298103261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1234","prompt_sha256":"42cdca33adfc01f622c8ef19c61dc3a93876a8db9737a8b946a3d09bad93fffd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"f68a39736d14988b371eaae6fe306b40301a04e3c219941736b62ab55690e6cf","formula_version":"titan-u-contract-v1","latency_ms":27.18837500000859,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_410","prompt_sha256":"2149e175539b5d56168576ac5acaba92d1999364d109c0c951a6fba5b37cad3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"30377a1312c2302dec03e7a94042432b0d40e4e84a266e434bd22b52010b8319","formula_version":"titan-u-contract-v1","latency_ms":150.03987500000449,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_823","prompt_sha256":"4e0f4f0291e3856704480273c658f5219c30be4fa47c83c61cbf6e18f1eb3216","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"19322b52d5daaeb52d95030192cefae2f6e93d6e177e05bb1c48d2b78ede4e2d","formula_version":"titan-u-contract-v1","latency_ms":93.23579200000154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_967","prompt_sha256":"795b464acd28179fd797e99f8d0ab4347a265de5d71fc09156a9e35098bcc476","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a97a44c32038071e285a8b6bfa59a6bd865c3e2c1a36ffde06aa53daf03bc41","formula_version":"titan-u-contract-v1","latency_ms":160.051167000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_41","prompt_sha256":"7bc0c43fc4581b709b626f8e94b65f0bc82efb82638a4de4b74c19256c884c65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456185},"components":{"alpha":1.0,"bonus":1.0639763309456185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"130ee4268e506d672775548a4f51916f3456ab869c8531edffb689dba56f4468","formula_version":"titan-u-contract-v1","latency_ms":81.36620900000935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030642997612285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_293","prompt_sha256":"9f7ec2c49f79d501bc4351c986f13f0eb081e829eca20ab93ad960aa2dc85019","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"f750429755c08dbe8ec67e318601be9621c99436a0cda1402a1bfadd116084e1","formula_version":"titan-u-contract-v1","latency_ms":31.81000000000722,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_148","prompt_sha256":"c9abeff1416952d8b5e875faffef9e40c6c14f87aafebc6e0b60081a03214c94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150431},"components":{"alpha":1.0,"bonus":1.0648591456150431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"230659d3dcc0ee877fdd63384b789b88177ead2e82b9153cbdf2ac9f2da0a6fa","formula_version":"titan-u-contract-v1","latency_ms":41.87025000001654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315258122817097,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_10","prompt_sha256":"ca194d9a61cb53cce11fadc0850a0dcf618f58be41ac6dc0624d0bec224bbdce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456183},"components":{"alpha":1.0,"bonus":1.0639763309456183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"e411ae46d6a4c87d8bcb8f7699d715313d22085e510fb2249a19d497938cf0c0","formula_version":"titan-u-contract-v1","latency_ms":22.25908299999446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306429976122848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_70","prompt_sha256":"5574334938b34fdd99020221581e7302ad448d5274bab4967642292a4ee3e87d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645593608683828},"components":{"alpha":1.0,"bonus":1.0645593608683828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645593608683828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"91e682764b1c5f4aedbd922e213a99185e0cc20d73cf1720510ca068b6f749de","formula_version":"titan-u-contract-v1","latency_ms":134.87812500000018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312260275350493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_825","prompt_sha256":"7d351add8f87a1b59e68a46cdc55257379112915e68816a385b9601953957d41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"12ff864cfe4af4be981686f04dbead5e6b1396e221d72737f0e4717d315a004a","formula_version":"titan-u-contract-v1","latency_ms":65.67204199998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_188","prompt_sha256":"b465b1bea454fcb89a546b43be633efacfdf43f12d97bbaadb73087ae1b0f2de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643588188728927},"components":{"alpha":1.0,"bonus":1.0643588188728927,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643588188728927,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f6d1e85b99cb52e82fd0b82a6cd8f99e27130865b2f1aece4948e61c6caa4d9","formula_version":"titan-u-contract-v1","latency_ms":114.66550000000097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310254855395593,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_894","prompt_sha256":"2ddd9e32e9ec3fc6062d241e4c218acae132b8963310f769d68601f000c348ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309066},"components":{"alpha":1.0,"bonus":1.064751159309066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4880,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cc97a31e8e5543acbe8fdc30247a109af617ba91beee4f47faa7c59497d1f6c","formula_version":"titan-u-contract-v1","latency_ms":39.121332999997094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_589","prompt_sha256":"97992d081fd09a7ebaa5e471fc8f02ca6a44e5e27f73a591ddb15ba6c0b25e66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654579451167934},"components":{"alpha":1.0,"bonus":1.0654579451167934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654579451167934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5013,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a8e360ad78e0546a3aee5816ee556ebfdb7708599a131c1d42631b75ea7a531","formula_version":"titan-u-contract-v1","latency_ms":113.52162499997576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03212461178346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_918","prompt_sha256":"5e449fd7c902de25d8500079d75818f6139d7a080a372c8d622a96f7836fef7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208836},"components":{"alpha":1.0,"bonus":1.0642724187208836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f0181c17bd431ee1141c3f2aec388c54b58d16170936e21ad35f5c645d79a30","formula_version":"titan-u-contract-v1","latency_ms":37.21933299999591,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_356","prompt_sha256":"77cf8aaeb155a94f5714001158295ad26ce4a81966f46557412b94cb80c93171","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648691380869282},"components":{"alpha":1.0,"bonus":1.0648691380869282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648691380869282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4906,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e29449301f9df3ddac484a25ab49078e85cf949109085c1b0c86bc7d9364da6","formula_version":"titan-u-contract-v1","latency_ms":38.670666999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315358047535947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_735","prompt_sha256":"52d972ed6904aa14aa80c615f5b070a9962996d63672bbeb02b0e6cce382b3b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f81d6ef799ff4b325f89523a9f5e9e55983f70ae61b48e6434afc705c35300f","formula_version":"titan-u-contract-v1","latency_ms":25.93079099997908,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_536","prompt_sha256":"a320112a859ccad9a46b034e5f0ade821f92bf52ee688ee76998f5f3605698b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"1549770bc6370bbb69ef42548ef3130f5afdb01e15bdb5dbc9a0a407f855b3eb","formula_version":"titan-u-contract-v1","latency_ms":28.200958000013543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_210","prompt_sha256":"e093d2695ff50d4805c63efba403f9c8f41fac96bde46077ffb0c67fa47c012d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888546},"components":{"alpha":1.0,"bonus":1.0642166132888546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"602ea9af01392c52ee5deb57ed1588ae965bf14f48bf807935011c87bcbb4881","formula_version":"titan-u-contract-v1","latency_ms":34.11558300001616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_752","prompt_sha256":"810a0bac20c78bacf851c048e81b85259de4c9c23f382fec69c9a423cd100d63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"59b52ed78522cdce04ac1b08fe2ce26be6867d1b20d33ce4aa7d64c1727878f4","formula_version":"titan-u-contract-v1","latency_ms":22.830542000008336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1308","prompt_sha256":"4f9535ad72ff928df35a14d04a8aab90caf31ce008f0f2c58bb203bf7e83ff7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442869},"components":{"alpha":1.0,"bonus":1.0640723806442869,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442869,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9d1fd3027b9699cbc8df1f54c0dffb237da2cb0bc38649701695b1b5351cfbf","formula_version":"titan-u-contract-v1","latency_ms":153.99241699998356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_245","prompt_sha256":"f54013473fd2a3497aaba3528b043a113f683d0cf8ef40ce9e29cd57f728ef04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"6320c4e4787b7c87ae3f9a68090bd9a6d1c4fe32b0b469ca0f867d9a321740e6","formula_version":"titan-u-contract-v1","latency_ms":54.35162500000956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_201","prompt_sha256":"19e1e027b843c9edf21f520ea879db645d2b04b340de890ffa8f80fd8c38fa0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"54ed4eb6a6001ec787ed19406dde6defda8a863496210b1a5f5f6a6035a81c81","formula_version":"titan-u-contract-v1","latency_ms":30.816999999984773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_278","prompt_sha256":"8b9c282ec7b61a972921d7224faadb2e5d81d6be1cb767b436bde85d4decad4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e9c7de38a1632abf972f337762c0fb20d4fa6e24ec62bcd2292591ecf5dd5c1","formula_version":"titan-u-contract-v1","latency_ms":26.2429999999938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_490","prompt_sha256":"c899ae7d6ce127561b11b464628925455d253f4b0f287a25d95b88ce18b728a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649399044077557},"components":{"alpha":1.0,"bonus":1.0649399044077557,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649399044077557,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"055b79a4228f590f547f27181ee045567e00818bf1a7178f12c8d4216ae890d5","formula_version":"titan-u-contract-v1","latency_ms":32.69808300001387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316065710744222,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_883","prompt_sha256":"580d6da57d9102af4ca4f711f2e06ec75521c471863a31f7d4cbbe9de5315b93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"4155a353a43daf03db871311d04fd6818586f028c364ff19732ab6cd74a37930","formula_version":"titan-u-contract-v1","latency_ms":20.904292000011537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_110","prompt_sha256":"e61149a72a6b01139a25d9efc2295fe9c456669e069e9bcfb1239b7806593f62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"acd63c60cb4d096ed95e621f8745e3c10b7e344fd322a54635aafc9c6e44ad48","formula_version":"titan-u-contract-v1","latency_ms":29.760917000004383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_463","prompt_sha256":"be635fbbffebdf9459d2d10cc39a0137bea231e4df227c095385631a1a65af08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"e34ffee41cf835878862b6372b7807c38029b3469af0fc026766ef7be592e920","formula_version":"titan-u-contract-v1","latency_ms":21.92945900000609,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_107","prompt_sha256":"dda9b397d1e4455ab5c3dd47782c00e5229f5f98c60d921d5c0354dd8d530309","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324552},"components":{"alpha":1.0,"bonus":1.0643090518324552,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324552,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4781,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed3a1a2a3ed4cd3e920cd620271ee1695952710bcd81982804df1409c2ddec19","formula_version":"titan-u-contract-v1","latency_ms":128.1223329999932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309757184991217,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1221","prompt_sha256":"d6609784f251f04a32c4a3b49601d6b6076adda5851bd24fab349bf9c3229f9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1213532595986422},"components":{"alpha":1.0,"bonus":1.1213532595986422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1213532595986422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"84a2db8262b396650543c5aa777d8742a21d9bf9cba3611ab350fb421bf711ab","formula_version":"titan-u-contract-v1","latency_ms":95.10512499997503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0880199262653087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_539","prompt_sha256":"153137b0cc3f5f3a563c0473d389465c9cebc07079e18d1e63f268e04b080480","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055759},"components":{"alpha":1.0,"bonus":1.0640326042055759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7f1fe5b7b1b56c189872e6bd076135fa2efebbc84e47f2d9203ee7ccc064dbe","formula_version":"titan-u-contract-v1","latency_ms":27.186749999998483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_355","prompt_sha256":"0ef51ff7aed07f7963d3e0db25a96d70133e7edc4bf3c670e442be8ef3948576","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"324b3399a5fc1684e687b255bc81682b4d88dcc4ab32baf23ac7acd66dcef3a7","formula_version":"titan-u-contract-v1","latency_ms":110.99925000002031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1298","prompt_sha256":"68e0358f2a936965e5d3640b9a7b23b8ea8730928bd884beefd0abded04cf21e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bca5507233b4f7ee6514d02a5f4a31a9c556ebf4aadf97da1fbf1cd809e6fa6","formula_version":"titan-u-contract-v1","latency_ms":28.90929199998027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1021","prompt_sha256":"dab5be2d6e531e44675a2cbaf5f89e705067b027d6ba23e8c250541f31a731ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644441074159319},"components":{"alpha":1.0,"bonus":1.0644441074159319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644441074159319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"f66a58b0e5ce3a4ca70f199049f76ce420203941e23a4a6ed5077425479972e8","formula_version":"titan-u-contract-v1","latency_ms":25.179666000013867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311107740825984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_548","prompt_sha256":"ea466153bcc90cc0d94ca9c66432a9ee37f59d93648b639f5eb0cbdd0c774bd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064101866011895},"components":{"alpha":1.0,"bonus":1.064101866011895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064101866011895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"e66301e438e25cff21bfeb6ef2a4bc95947398851692954601b4bf3652babafe","formula_version":"titan-u-contract-v1","latency_ms":49.97033300000453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307685326785616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_408","prompt_sha256":"684579ff7c2b66b40d3d53a67f33175b0ea97a33eb597637932bdab6a87bfe4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"7718d3c6f317056502fce56d958af07fbc501d5f116018e9271c9d767b219bf0","formula_version":"titan-u-contract-v1","latency_ms":126.3167909999936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_373","prompt_sha256":"cf056bc6b403f3b3b77b8383f3bc7c66dfb86841f0c6112bc6fff7c697737cc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"139ef394284f3f14598fa8b1cae41717f44a00371f72e3aadbb12dda9727514b","formula_version":"titan-u-contract-v1","latency_ms":88.30212500001267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1114","prompt_sha256":"c53506c812125e43f054e7accb0968199cabe9e32ed4d23dbf53e457ca66529b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187738},"components":{"alpha":1.0,"bonus":1.0640219100187738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"87559338fdad5980f404587594c7113b413458342aae7be507bf1f9333ccf70a","formula_version":"titan-u-contract-v1","latency_ms":87.34970899999439,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_13","prompt_sha256":"808402bebc7910ac8a448ce472538e4675c43b765656e8e481063d08949cbd2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888546},"components":{"alpha":1.0,"bonus":1.0642166132888546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"70ac214eb5f9b83b052910979807a99d7f5ee5bd255a735645274ab8420c0e3e","formula_version":"titan-u-contract-v1","latency_ms":42.69175000001724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_45","prompt_sha256":"103cd36c62c34994468e145e737966b99187491aa3fd24fc90835c2639b453eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642805081368352},"components":{"alpha":1.0,"bonus":1.0642805081368352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642805081368352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4774,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f4051b0c99f9c14a4c41b2b1e6d041082adbf90e9a5b0893c9b69a844a81ce5","formula_version":"titan-u-contract-v1","latency_ms":32.086915999997245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_65","prompt_sha256":"7c1ef74e3d8df71fbf9513500e6cd7886ac566768b3826b66f000a17e30dac34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640687279553418},"components":{"alpha":1.0,"bonus":1.0640687279553418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640687279553418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"3327a9358ce09923e2584b349d3112c73692c2dc8e472a298aa1997aab2d945e","formula_version":"titan-u-contract-v1","latency_ms":61.636792000001606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_113","prompt_sha256":"3977e7dfa2fdb97730864ba50081d890d9d1ae4c7634890c85b8d2c7a7cfe4fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064065082595985},"components":{"alpha":1.0,"bonus":1.064065082595985,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064065082595985,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"488cc3947988add1b9d6e2df23fb4390f2ae5ee15ee927fee215b6c9148e1d5d","formula_version":"titan-u-contract-v1","latency_ms":28.491708000018434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_153","prompt_sha256":"2da1f5c59b804cd0d3f76653776f15f2806cd4f8db8e1e2179810b002d84568d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064276459766211},"components":{"alpha":1.0,"bonus":1.064276459766211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064276459766211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c7a714d5bc8415e69c458ac457a1d4a69b7314581996ee0da6c21a69eb4a7ab","formula_version":"titan-u-contract-v1","latency_ms":27.208916999995836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_154","prompt_sha256":"90caf6de93b6fdc18f6574547b00d2111d6a5c24ff1aa5555c79fbf456559d43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f297a06dc5ab9aba593e3eb8e07427c262b3052b81ffe4ede90166ba23d1179","formula_version":"titan-u-contract-v1","latency_ms":34.26091699998324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_171","prompt_sha256":"a2f56e3587bb49aae3f7c8d19668e75a7a4aa6b80ce81332ad20744d918cae0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"12d9dda3801ab25e881be0d9f927f7ec65c0455255f0d3043de7ceb5ed1de6d6","formula_version":"titan-u-contract-v1","latency_ms":21.513208000015993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_176","prompt_sha256":"dd5c0b0944ab5a738b30936993bd74a94859f74100ffd14663afa144828e8a68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281776},"components":{"alpha":1.0,"bonus":1.0647415179281776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4878,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a34948d64a7979c01b1f1bf82f7edd318778301efa4db35d7046e349aa5ceb9","formula_version":"titan-u-contract-v1","latency_ms":31.947374999987233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_196","prompt_sha256":"c7907b2af5e3254b0f65bae62f3cbdeaf164146f54715ed98d79a1e83e8fed8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642643586064497},"components":{"alpha":1.0,"bonus":1.0642643586064497,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642643586064497,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"710ec492b7c22cadeef1376b507348c607ac048f56adb2c6cf6c52c37cc0d4ab","formula_version":"titan-u-contract-v1","latency_ms":35.90299999999047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309310252731163,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_249","prompt_sha256":"a07c00798d0e4fd995309c89d3db052cff09260e9aa30858050c7aa124253040","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771824},"components":{"alpha":1.0,"bonus":1.0642324111771824,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771824,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"15f52a9612a1e731435bde4bd666ef3eaadab358b24d438cc539b3c52a00da90","formula_version":"titan-u-contract-v1","latency_ms":73.33975000000237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030899077843849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_265","prompt_sha256":"a1025449d84490ce6b1088c9f5b39d52e1048c3fe13aeeaaeac9b27b282d1c1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064418213303634},"components":{"alpha":1.0,"bonus":1.064418213303634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064418213303634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"731750c68835c76da7f4b82c93ef7ecf549b3336337bf09f3a712fc635c5716b","formula_version":"titan-u-contract-v1","latency_ms":80.33349999999473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310848799703005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_267","prompt_sha256":"2fb3fa859db7b6a805dc2e94a3815e1a52475b63b0236d5fca9b0d49009a27d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311465},"components":{"alpha":1.0,"bonus":1.0640077537311465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"89a9cdf93c2372f449cb94510424d57dcd2dfd9c4a9277e94516500640c84885","formula_version":"titan-u-contract-v1","latency_ms":123.19062500000655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030674420397813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_277","prompt_sha256":"fc5e4ea436695e475b3087d90a30a4528202ccb210c2b7d9d039772823567856","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"72f06a98a7ff18c7544829df04631a67c0480cf3392e1d1c25f3b6801c2432bf","formula_version":"titan-u-contract-v1","latency_ms":59.90345800000796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_279","prompt_sha256":"4d181aa4fd91fb51dfc79933e6ea98c310431fb817f7ad9e164188d8670df5f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc3a6cd44dc8d782c0810bb09a939bbfb16b4b4ed2a5e1edba2ba95287560677","formula_version":"titan-u-contract-v1","latency_ms":66.18320800001243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_299","prompt_sha256":"e3c5d6a32e07dfea4c0ffbed907cdcc8dca5bb3fb80b569d56405eb3b348e672","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"f462ef6d42ae51b37dbe3046ae0d7d5c26d67067c77dab853f7132c66ccbc99a","formula_version":"titan-u-contract-v1","latency_ms":101.39037499999404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_321","prompt_sha256":"5b6540a9a835e5062b6667ece152d04344ff246dd19eefeab8aa795eaf93c14b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643714254197167},"components":{"alpha":1.0,"bonus":1.0643714254197167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643714254197167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"f23f75cb055ca1927cb768b8cf7b9039abb1e821f3de83b13e7080704d5196dd","formula_version":"titan-u-contract-v1","latency_ms":36.432250000018485,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_323","prompt_sha256":"1607501a5c314b59919a1bbe18cabe35df8f19fb30a83df05adc635fcc61dfab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959946},"components":{"alpha":1.0,"bonus":1.0638629823959946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"678f53bfd104ea590af38bac2d5ac2d2e72dda676b59948870d893dc831c681e","formula_version":"titan-u-contract-v1","latency_ms":40.7013749999976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_358","prompt_sha256":"f9c88b2eaddfd9df64639831221fc138636cc82b9e8143a711bb3def59cfb240","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"293579987a71592cd3b413b2f110af6d68b58dd738f6126e3c8a33e566381e4b","formula_version":"titan-u-contract-v1","latency_ms":35.96904200000495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_472","prompt_sha256":"3cb89b548d9c65d13502b5a344f976097e57e2bc5c732fe10e7bf01c83258c22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064367215913991},"components":{"alpha":1.0,"bonus":1.064367215913991,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064367215913991,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c47229eb86abbeb28e167d31124e4e57f49246c95e2ccc388ee3b979aedca9c","formula_version":"titan-u-contract-v1","latency_ms":35.07000000001881,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_475","prompt_sha256":"a233cdd433845f212918db5519d3ba275b6e7b7ef175f35c74d1464ae250bd80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639832624682117},"components":{"alpha":1.0,"bonus":1.0639832624682117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639832624682117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"3820179cd9a255c83f6e3c8d549e5add7bf2724975a3ee84ee993383b7acd4f7","formula_version":"titan-u-contract-v1","latency_ms":35.231874999993806,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_520","prompt_sha256":"25e44bca113a076e538d357374b0a73f56b416aeaedc8f95829f38d7580e6469","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"70fc83cea44a5e8adbda64ee7c0b7c4af6acb2009abf46c078c2fea155314cd8","formula_version":"titan-u-contract-v1","latency_ms":101.88433299998678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_553","prompt_sha256":"b0cb835e0baf1400ef2dd447c158790356f59b4c78fd2eb75d72e93827c06149","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645775313768835},"components":{"alpha":1.0,"bonus":1.0645775313768835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645775313768835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"01aa7d0e25db5c960d88a1e0ef63bd74ff0ec038996d359b2de1f47305e4af3b","formula_version":"titan-u-contract-v1","latency_ms":22.019042000010813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03124419804355,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_577","prompt_sha256":"47b0f4530cfdd60dc4c2af78c6478bf17425b5f20b2dd6b99bc72f59833e2d45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065107036874698},"components":{"alpha":1.0,"bonus":1.065107036874698,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065107036874698,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"d749f4b7369335f5db6f7b7c6cf9b0a2916d2f4e3d03e9e09c1c4015efd9fae1","formula_version":"titan-u-contract-v1","latency_ms":56.933958000001894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317737035413646,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_578","prompt_sha256":"b6600d5755df5d755c13f767e37e96297f152e4b2c5e3804ec23a6eee62c6e95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590145},"components":{"alpha":1.0,"bonus":1.0654753780590145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5016,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8996cb149507767a6771fcdad24ade064923e8a5b6e11fbc57a27f6c4fa08ef","formula_version":"titan-u-contract-v1","latency_ms":65.432708000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032142044725681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_582","prompt_sha256":"2db72f37333fb9ec6eae005f0103c02fda7f5ec86cd56cbab5ad7c9802758f90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159005},"components":{"alpha":1.0,"bonus":1.0643213947159005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"692ed5c4dc085c2846f1d01a244e1939a7a6aa4beb01cebe9e97e232441cdaeb","formula_version":"titan-u-contract-v1","latency_ms":29.42508300000668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030988061382567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_590","prompt_sha256":"3f17f2fc7d0d154d602518bf21362f83bdb755cc2e6d2ae33d17df479cd80eb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311465},"components":{"alpha":1.0,"bonus":1.0640077537311465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9eb497685b6405566bef43c15514a5dcea7b7723893f165f15b8cd25ec16a06","formula_version":"titan-u-contract-v1","latency_ms":32.09137499999315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030674420397813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_601","prompt_sha256":"51b7ce1652c45402418bc1cf5b6fd4b2052361083c428e746a552c50a74d78d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf6be5d0e7be04169e3429b41abcc11827b8961bc7c908debe39c650cb49c343","formula_version":"titan-u-contract-v1","latency_ms":30.409084000012854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_605","prompt_sha256":"a2ff16c0988c9486dea9f5a4ad4468a084c55a89c4553509f10d6947f798cfb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064790017444754},"components":{"alpha":1.0,"bonus":1.064790017444754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064790017444754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4888,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4bb3b5b20c302ffb38985d164b654dd3ab7bc4db29ec9485fac593cc0befa6f","formula_version":"titan-u-contract-v1","latency_ms":37.00787500000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314566841114206,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_615","prompt_sha256":"3fd136cb33dbdf9f4129ae374375e9e7c55c53d8bea800f3ccb62e7ed60ac421","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649834},"components":{"alpha":1.0,"bonus":1.0642363789649834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"d035eef9f3b23f4392be03477dd30be6e4edfe736589a9e0bf0e603bd2dd2a01","formula_version":"titan-u-contract-v1","latency_ms":59.63425000001621,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03090304563165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_619","prompt_sha256":"3ef90d7a094b769f9193ef43abef74cd32d218066a9a053d53fca9ccfa6e683d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653490625142539},"components":{"alpha":1.0,"bonus":1.0653490625142539,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653490625142539,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4994,"eligible_count":122,"excluded_count":18,"feature_sha256":"b74efbc645132e004c6b8bf257a6d328037c3bf85ae6247b3362f377734f0154","formula_version":"titan-u-contract-v1","latency_ms":24.96808399999395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320157291809204,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_624","prompt_sha256":"9474a8db29a9e5dbb7a825e95ecc41c7cae45077734015bb8a852afd4d651042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651177311687186},"components":{"alpha":1.0,"bonus":1.0651177311687186,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651177311687186,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4952,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f9a447192ae518bc1b4f17a408a3a2b500c1981c74941d3eabbedcfa14bb525","formula_version":"titan-u-contract-v1","latency_ms":30.36537500000236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317843978353851,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_625","prompt_sha256":"8d8cdbd9b331dc45ee55ca6ae7ac432664b49b58140582e66c02bc921d5c6f96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665917132682496},"components":{"alpha":1.0,"bonus":1.0665917132682496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665917132682496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5189,"eligible_count":122,"excluded_count":18,"feature_sha256":"34cbcc44b6dd29f8a1dfb76506a51330c477d35e050522280da06821fd2062b3","formula_version":"titan-u-contract-v1","latency_ms":31.945124999992913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332583799349162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_629","prompt_sha256":"5f678f5642f8c1c57ecda06af13cf1bb3ae67f2f1a8a4d7332d7ed3a6065ad3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659325472620207},"components":{"alpha":1.0,"bonus":1.0659325472620207,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659325472620207,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5091,"eligible_count":122,"excluded_count":18,"feature_sha256":"ddf0ba767252d86c5b67886145ed7875e07ff959f15238414848e1a88729bc36","formula_version":"titan-u-contract-v1","latency_ms":39.386333000010154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325992139286873,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_633","prompt_sha256":"5e3488b5324ff6b90a5f415baf3ccb771aac22ca591a345855edc26e8f5e2cbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644311274103175},"components":{"alpha":1.0,"bonus":1.0644311274103175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644311274103175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"90a2d94c8200d83e4b15a6b904e6becce351ec460f5df0f07bb16b9359c37eea","formula_version":"titan-u-contract-v1","latency_ms":73.53620800000726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031097794076984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_657","prompt_sha256":"0a780060d7a4a173e6737a3173f083542384bc90b38781f5bafdace8129d00b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4905,"eligible_count":122,"excluded_count":18,"feature_sha256":"6383c9d5fe9dfef787ef8274906d1a33de7f9f6cd11ee4a84a6a2542988ed960","formula_version":"titan-u-contract-v1","latency_ms":26.972916999994823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_659","prompt_sha256":"a43e5c446594f6dbd00bdb5512198889c51802f7ed3fc0ca51d2b2683c023ace","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645638925165553},"components":{"alpha":1.0,"bonus":1.0645638925165553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645638925165553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4840,"eligible_count":122,"excluded_count":18,"feature_sha256":"af2d096c5bb3845b1274ae4c9713c3b10e42565424c203c81461bb918078dabb","formula_version":"titan-u-contract-v1","latency_ms":112.70937500000855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832218,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_683","prompt_sha256":"f7d93280045da5f14cfeb734d8616f116aa7da0317dda718ff6f591d5e9c4336","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309066},"components":{"alpha":1.0,"bonus":1.064751159309066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4880,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d08c4b18e0dd7504fbc74464e3a7c8097d195edc0b1e76b7a28de2777fe1dbd","formula_version":"titan-u-contract-v1","latency_ms":23.229125000000295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_698","prompt_sha256":"21c90d846b53e993e13a352e48f16a182c2c9d4bc32365f589733c14e48c8321","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"44aef57ab6e130b5f678fd77d1119b308ed6530b8972cd8d0982057e57cfa10b","formula_version":"titan-u-contract-v1","latency_ms":26.697791999993115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_701","prompt_sha256":"313bdb32e7be069dade5a3c8d8cf817310c3878487a1e4d5393c3a71b106c28b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643968362410703},"components":{"alpha":1.0,"bonus":1.0643968362410703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643968362410703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4802,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8367631030e2e30531b9439f7256f70b99349f9288e49aa7b6e7c2a586ac9a0","formula_version":"titan-u-contract-v1","latency_ms":94.39174999999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310635029077369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_702","prompt_sha256":"7653d074d3b6b2fa43250e07837783213de5ae0cf08f5ed0827f06cfd0d64799","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1221437212986578},"components":{"alpha":1.0,"bonus":1.1221437212986578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1221437212986578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4929,"eligible_count":122,"excluded_count":18,"feature_sha256":"622783ac0c1b1cd1e84595ed0d1ec313b9f945e42bf20ab4ec63ed34ad769f16","formula_version":"titan-u-contract-v1","latency_ms":23.82820799999763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0888103879653244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_704","prompt_sha256":"35c38e6117ec94363588c2c019f32de0f1d96d60ee158f2aa5d92616698a50ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590145},"components":{"alpha":1.0,"bonus":1.0654753780590145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5016,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ff5bc3277b30d648234c297367067727b6417e6a9120cd4a1f5ad633bac52a8","formula_version":"titan-u-contract-v1","latency_ms":21.067458000004535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032142044725681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_719","prompt_sha256":"5af64d4eef9a3e45c512c83267350f5af79c6b750f866c8fe522b11777beef88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641167845918038},"components":{"alpha":1.0,"bonus":1.0641167845918038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641167845918038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ca3b801eb2e839bf03ed54b00017538b5c2cf2a4bf37dfb4b92d45ac1cb7969","formula_version":"titan-u-contract-v1","latency_ms":27.901084000006904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_720","prompt_sha256":"ac901ceaf7dc0474f0571b40424a5e9b97ff2474cfdbedb2c9edccea7eee0bdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654175237905559},"components":{"alpha":1.0,"bonus":1.0654175237905559,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654175237905559,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5008,"eligible_count":122,"excluded_count":18,"feature_sha256":"7dd11123681ae6483428350fac523da71678f1f513332d87c5d063f3ad182c17","formula_version":"titan-u-contract-v1","latency_ms":32.84675000000448,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_732","prompt_sha256":"6c9e51ac2dbf1fba48bc94d117c17dcbff568b673310ec8c2ebb9d47d94ab9f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658692205484215},"components":{"alpha":1.0,"bonus":1.0658692205484215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658692205484215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5081,"eligible_count":122,"excluded_count":18,"feature_sha256":"f71770d1b9eceba5ca5ba8eb0e9eefe5197f2c6877ea80aea672d1d2082d7a39","formula_version":"titan-u-contract-v1","latency_ms":84.93779100001575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032535887215088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_736","prompt_sha256":"c939bfbd2e6ee6f1bd9602f105a6f4b4a2d6ac8b2f96d9e0f10f84aaaf2a5e40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646560624210994},"components":{"alpha":1.0,"bonus":1.0646560624210994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646560624210994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"86e11af381d2eea18ce007270b9320093f2e32cbddc402cd9d8c06016d237e63","formula_version":"titan-u-contract-v1","latency_ms":23.085041999991063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031322729087766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_743","prompt_sha256":"381b0a4244a16555821a333a28ee6e87ebaa4ac226f7eaed5f65fc1cfca2253c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646467137036586},"components":{"alpha":1.0,"bonus":1.0646467137036586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646467137036586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"580b4f5e4da834d73d566efe218c11194db4540506a964675427ed8afe68e707","formula_version":"titan-u-contract-v1","latency_ms":68.73195800000076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313133803703252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_747","prompt_sha256":"c0b582aef070e48fcc476e8ab27a25bac8f32fd12f7c7d709ee9040fa6e179cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643546313376946},"components":{"alpha":1.0,"bonus":1.0643546313376946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643546313376946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"647d128c36560b06200de8e488a5ace4294dee89b46c273368fac8cc26f9320d","formula_version":"titan-u-contract-v1","latency_ms":32.593083999984174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310212980043612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_749","prompt_sha256":"f348936bfe944079a1d521f7bc4ae52cfa9c8296773547fbb22a2c58dd991ee6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"14263977a064d74cc5dcfafefc963bb9c467490a2fe54aafcda3afdfce6e1eff","formula_version":"titan-u-contract-v1","latency_ms":39.762749999994185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_751","prompt_sha256":"8ac240ffb704fd3972f41675a1ffba3e6cf35661a26855439a4dc132cce67152","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce111e42f75f4ed7b0bb4b339e6d1c0bcd441de6f4598a57eb51dc839f125d31","formula_version":"titan-u-contract-v1","latency_ms":43.72187500001701,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_759","prompt_sha256":"89fdde5a5799ea15e9a9f52a36c8c55e15c51c0db8928f048843f4a75e4a642a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487787},"components":{"alpha":1.0,"bonus":1.0643756422487787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f434b08de3dae7387b25aacdd3ea26641428f1072b617c939b3a9fb5d03217a","formula_version":"titan-u-contract-v1","latency_ms":166.08245800000532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310423089154452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_769","prompt_sha256":"f4724c9c01f435a5fbf79ea42c0750d156a4a02d6ffc64fed0807586166d26d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009358},"components":{"alpha":1.0,"bonus":1.0642683850009358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"af44e7a852d570f2708dcee736f95333822920b08dc4e99f05bd230b988c70d1","formula_version":"titan-u-contract-v1","latency_ms":24.102791000018442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_780","prompt_sha256":"40647b024aebb4604a2c1948886bb1baee3a24235c80b37856d1bdffcf140c2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06556352828562},"components":{"alpha":1.0,"bonus":1.06556352828562,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06556352828562,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5031,"eligible_count":122,"excluded_count":18,"feature_sha256":"de15dbfca7d87c94e72bbf3436f66abf9f2b34dce5af184ca505fd55b52ea074","formula_version":"titan-u-contract-v1","latency_ms":21.78029199998832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322301949522865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_817","prompt_sha256":"2cb6d484667a8af1c6647566192dafbfb56ed7ad2f839cf38087f5bb3c913cfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646513844035992},"components":{"alpha":1.0,"bonus":1.0646513844035992,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646513844035992,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4859,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2a6b393340ba8d0ce47ae5b7afe6caf832e51d0068bef20b2de61b86d9af191","formula_version":"titan-u-contract-v1","latency_ms":31.10275000000229,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702658,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_828","prompt_sha256":"de85ed6e3429ea6b31d48a66c12c60acdee7d838e22b957ae1c58c6a9c77001f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656412535417348},"components":{"alpha":1.0,"bonus":1.0656412535417348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656412535417348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"32d84bfba7e7089834fe24e2bd119b46630bd5535ea6232b371c7f6f43e44718","formula_version":"titan-u-contract-v1","latency_ms":40.82866699999954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323079202084013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_829","prompt_sha256":"edc909da7055f1d13400e6c74165a3c689dab186c3615b07e1e0021d988722b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642403540789083},"components":{"alpha":1.0,"bonus":1.0642403540789083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642403540789083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b9cc95ed0482f8f2b6914534032dde416f55b8ab42ca4739e9ab0239e249e5b","formula_version":"titan-u-contract-v1","latency_ms":114.08083400002056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309070207455748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_830","prompt_sha256":"68e527c3a0023e7ea3dabc7ebc1df44ba66af723c67587502714af847ca0d92d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064292697199647},"components":{"alpha":1.0,"bonus":1.064292697199647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064292697199647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecc5a3a15b6b81903b08e0a8c7b4ac2b6588db71df3c2be9ba2f30a17eac8cc3","formula_version":"titan-u-contract-v1","latency_ms":98.58283399998413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663135,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_831","prompt_sha256":"da1a3f339ed8ccfcd8f4ad1f576135b88b0078cf38ac24f665273c9555d89541","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064824402337071},"components":{"alpha":1.0,"bonus":1.064824402337071,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064824402337071,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"37552bebe5e2c5e12231f0747abe00c435bb5b0531ae53968ab59cf8fb22dc6a","formula_version":"titan-u-contract-v1","latency_ms":37.97095800001671,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037375,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_839","prompt_sha256":"327a4830f1f1ba9254ddd17805bc27982025551a682691ab830e849c8827e62a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"c93719bb68d7702b8e825ac250e1e059f5c78f8549d8902a4a14cfb231e95ad7","formula_version":"titan-u-contract-v1","latency_ms":47.16154199999778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_841","prompt_sha256":"09e66d6c2ee4f177adf5e535176b0df7b076f332052abc518b737f344492ce36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4787,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b3923ae88b373594798061c8d2f2a3f49cf8d4a70bef3251c32cd669570284a","formula_version":"titan-u-contract-v1","latency_ms":78.64704200000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_859","prompt_sha256":"e1d1e06e95334f69ddaa24ad16fdccffd132f5795877d3614822386438136366","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650068991853998},"components":{"alpha":1.0,"bonus":1.0650068991853998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650068991853998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4933,"eligible_count":122,"excluded_count":18,"feature_sha256":"81823683460e108a9b2268c70135695019338bb56ee99d4cbecad9cbc3d1be7d","formula_version":"titan-u-contract-v1","latency_ms":97.40979199997923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316735658520664,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_876","prompt_sha256":"cca9f9cabdfdb798b9a7cc00b81e8d9d86316543dad5f44a656eba081df4563f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649861538125742},"components":{"alpha":1.0,"bonus":1.0649861538125742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649861538125742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"d688276bc63e5de01d0d832deeba9c61a4f84dc8c4c2b24d7e6174a4a0a42f0c","formula_version":"titan-u-contract-v1","latency_ms":85.14541599998893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316528204792408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_885","prompt_sha256":"9f036d66f26a9f95e3958e86c486b24616ea3c971899ac6db1536f22261bbc9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5d70e1555eea78a6da87943818e7bcc896eae5933812225d08362def02ecb90","formula_version":"titan-u-contract-v1","latency_ms":32.22725000000537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_889","prompt_sha256":"eba4beeb7bd1045db769219bd62c297282d9a39673ac9007d101815ada686bad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06538887046585},"components":{"alpha":1.0,"bonus":1.06538887046585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06538887046585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5001,"eligible_count":122,"excluded_count":18,"feature_sha256":"76b2b96ee1963739e3e4e17cead832a6e3187a5fb2fc454a71e4d8c4be0fc99c","formula_version":"titan-u-contract-v1","latency_ms":33.71208400000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320555371325166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_895","prompt_sha256":"d95f2c46ab2c936cfa151c68cf91e3b5f5b6ae8e745a6e737d98ebafd3ac3a48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065763238834029},"components":{"alpha":1.0,"bonus":1.065763238834029,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065763238834029,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8d82b8bc0b33bb433eb2d80c0bbbe51b5bde347a9ae72cb52c601001dfd3443","formula_version":"titan-u-contract-v1","latency_ms":31.12404199998764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324299055006956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_902","prompt_sha256":"5dcfe7a8c17d80e45363550eff24582dfb0146406451cfdf566b74dc95d3b423","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651070368746982},"components":{"alpha":1.0,"bonus":1.0651070368746982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651070368746982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb30391b95ca1d872aeb8755712239fc3308135cdc27177427fb0270fce7220f","formula_version":"titan-u-contract-v1","latency_ms":69.3857919999914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317737035413648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_916","prompt_sha256":"8f0cd31d24858b15372a13ccdb868909c2ff736ee2fe52240502756c854f71a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646560624210997},"components":{"alpha":1.0,"bonus":1.0646560624210997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646560624210997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"36d75ee8cfbf998fe10e90fad693c8385c7d4c402f9875fcc7775de9b91c02a6","formula_version":"titan-u-contract-v1","latency_ms":35.543834000009156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313227290877662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_938","prompt_sha256":"e6b84606cd397cadfb00151eefe606aaec3fb85a6fa74dd49a73dd78bc1f902b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647319058100961},"components":{"alpha":1.0,"bonus":1.0647319058100961,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647319058100961,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4876,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7e159cb84f6fc14f29d29e367b6ca054c142d772f1d1703ddd8e41e80010454","formula_version":"titan-u-contract-v1","latency_ms":21.26766700001781,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313985724767627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_939","prompt_sha256":"ea3c648e6c691a4249c8da8a7e988a69f066d2ed88e956c6df47d7822c2cc136","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5c2473c08187d03c8d158f9a2c590049d308c28a7b98225403b83f445b5b89d","formula_version":"titan-u-contract-v1","latency_ms":77.46729100000493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_952","prompt_sha256":"6956114a88e6a942a126d598c8a6196786637470156aefbeabb437fddab7ce66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643131588024268},"components":{"alpha":1.0,"bonus":1.0643131588024268,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643131588024268,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"96b524372035db1d5172a60b11777fdc06ed930e46fbfe805e83d670f0ae7e55","formula_version":"titan-u-contract-v1","latency_ms":32.49479199999428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309798254690934,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_961","prompt_sha256":"20a0ff7cb4c94ec88f7edabb306bdfdd720370ef07bb25828d792e9abf0edf5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396682},"components":{"alpha":1.0,"bonus":1.0645548365396682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3e0e754065e8fe1c834158ba178b9fedeaa0dbe7dc4e1b4b23fd6998405c854","formula_version":"titan-u-contract-v1","latency_ms":30.580333999978393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312215032063348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_989","prompt_sha256":"2835438dc0a28726340f115db1165c02f323722b9864ee988e46d29ef7b36992","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676384021814216},"components":{"alpha":1.0,"bonus":1.0676384021814216,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676384021814216,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5327,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc601bfb67b9cd3a6e20ec16d84f37a75f1fd21d0bdb45dcc21f76adf1f0fa87","formula_version":"titan-u-contract-v1","latency_ms":61.48662499998636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343050688480881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_998","prompt_sha256":"dcb2d34a0ea2ea5a6661261cb71e202c7dcac95a65ffb638b3730e364bbb575c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"229ff4ccac6b101ac91650a1cf38eeeab06616053e3114d73595a9242ff73bf1","formula_version":"titan-u-contract-v1","latency_ms":56.429209000015135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1001","prompt_sha256":"e8505e9fcb49502caa7c8efe7a733361a78d3a5405b269e1d349cc54af34469c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0dec046aad31ca459d5197d3ac50d61e00f32ff8f27fb338b1cdf5342cf503a","formula_version":"titan-u-contract-v1","latency_ms":88.30379199997651,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1003","prompt_sha256":"1a3136b3a847c4022e6d018a7dc56da84bbaee89ed9873b65c843a6aa884e1a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064518905421599},"components":{"alpha":1.0,"bonus":1.064518905421599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064518905421599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4830,"eligible_count":122,"excluded_count":18,"feature_sha256":"df6be83d13f1d8f3f48fa16cf8434c909946559dd261b63d9f21a3a4f2b82821","formula_version":"titan-u-contract-v1","latency_ms":28.340082999989136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311855720882657,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1005","prompt_sha256":"3d2079e9c766af9011d506c631f88bb191e553a2eb016975bd8337a21bdf18aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646795622686198},"components":{"alpha":1.0,"bonus":1.0646795622686198,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646795622686198,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a4666f18e22b91ab9c4bc69b7aa336bcaa0706d5397426f9a21baca71070a97","formula_version":"titan-u-contract-v1","latency_ms":26.269584000004897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313462289352864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1009","prompt_sha256":"2d41a5723ddb1b2ccdc9658109bf304c29adf1e2b8cae07ccce89e9015c30c6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647367082112364},"components":{"alpha":1.0,"bonus":1.0647367082112364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647367082112364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0c73f2acc56dff0242fe191973933221614ddfa2279997015e2857da87af924","formula_version":"titan-u-contract-v1","latency_ms":35.61379199999237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031403374877903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1011","prompt_sha256":"4dfdd184933477ae7af4e690837bc8501d7d86b26a8d07400a80505020157f7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064358818872894},"components":{"alpha":1.0,"bonus":1.064358818872894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064358818872894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"932cc14f496207f5f66dea24f3ea758760f3632d4aacb1512940691757f5e7af","formula_version":"titan-u-contract-v1","latency_ms":43.713166999992836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310254855395606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1012","prompt_sha256":"cff59b692d1f2ad5824d7524b563f0363dd5525498dd57b87d35c2bca49833dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9cb96c2a57e3dd44b973684f48c8fe644d17ad7fa4ebea445eda0b8779d1aa8","formula_version":"titan-u-contract-v1","latency_ms":28.024291999997786,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1027","prompt_sha256":"c023ecfdf4980ad6ad637432d2915c7f2cda5f5b6c25628ab114002c9862bbb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"fcd78e93f940b4eb696bc600788a17e2d6654f20b1cc292cf16201e3a8aa1ce2","formula_version":"titan-u-contract-v1","latency_ms":28.235292000005074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1067","prompt_sha256":"cea2069bbae93c2e1644e190d7ff999b37c3a036854d8f9c10d041efac5a90b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671663156755369},"components":{"alpha":1.0,"bonus":1.0671663156755369,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671663156755369,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5275,"eligible_count":122,"excluded_count":18,"feature_sha256":"b37d18b0d4e8713419af45c9d28967b5ea97a22d4b0ba7a20924c90d5696720f","formula_version":"titan-u-contract-v1","latency_ms":33.572750000018914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338329823422034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1070","prompt_sha256":"a59641f59c4ce3a8ec03620385a1925255f0764738eb9df3ee9ff9c8a73d3f81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646842841894493},"components":{"alpha":1.0,"bonus":1.0646842841894493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646842841894493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"8819d24e34ff30050812895f48b512d23bb2bb2caab771245d29741eed25f5fd","formula_version":"titan-u-contract-v1","latency_ms":25.650916000017787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1073","prompt_sha256":"af21bed555002b9d02d839f3eebb7660b7e96a5e004f177c301f0c45418faf76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180645},"components":{"alpha":1.0,"bonus":1.0644571533180645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4816,"eligible_count":122,"excluded_count":18,"feature_sha256":"cda510c2ff9957df638e317e44691bd24e25c73de3de7637964d461f0fc49b8b","formula_version":"titan-u-contract-v1","latency_ms":24.579041999999163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031123819984731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1079","prompt_sha256":"ada13937e33692f0cac7ccc115d5cfd3a17473cfaefa43c52153dad4ecde5ef6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065012103804458},"components":{"alpha":1.0,"bonus":1.065012103804458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065012103804458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4936,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f4b7a8b79090901739e961177095ddbd190134a430457e1e9a7dc429392b60e","formula_version":"titan-u-contract-v1","latency_ms":28.85733399998003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316787704711246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1080","prompt_sha256":"6c80e60c22f717fd041316f2abb4029ae1c074642adf5179a3157e372d262995","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064541307471204},"components":{"alpha":1.0,"bonus":1.064541307471204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064541307471204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd58dab39df4d58f773575b6da10b9389fbb6ca8804d406ace527dc6f7a18506","formula_version":"titan-u-contract-v1","latency_ms":79.54104099999881,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1083","prompt_sha256":"c1f0cfdd96b2420f1f36914e6b58621a0f15bee6cb62d81df257b57c3d9fbb1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658629279837066},"components":{"alpha":1.0,"bonus":1.0658629279837066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658629279837066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5082,"eligible_count":122,"excluded_count":18,"feature_sha256":"7505593b837d51ad6a76b1b96c9943b9ade0e5c90cd72ea4e7bc5a558dd9088d","formula_version":"titan-u-contract-v1","latency_ms":87.03799999997841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325295946503732,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1088","prompt_sha256":"2106a147605992402e07e0ba7d88d04d20c34f7373209171969b221156577d09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4831,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ca9ffcc312385cff7bbe5dad57ff6958449a35158949f6d5a1addd7e88c5410","formula_version":"titan-u-contract-v1","latency_ms":87.75666700000784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1092","prompt_sha256":"ab434cf77f9d471b41a9eb01c1c1835fa577a19b97ff09a64831160f17943866","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661269015987263},"components":{"alpha":1.0,"bonus":1.0661269015987263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661269015987263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5121,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd0829a378714dd0ffe91972dd54a9656822373d06c21d9fed458fea783a1221","formula_version":"titan-u-contract-v1","latency_ms":33.81387499999278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327935682653928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1097","prompt_sha256":"a7b0d1fc33411d50128024753256fda2562c7bd971a7e633b7eb171229f52f25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592328},"components":{"alpha":1.0,"bonus":1.0643255236592328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa08bdda057992356a5a9b23a2f68cb13d51af359c16c09b324a3ba019b265f8","formula_version":"titan-u-contract-v1","latency_ms":46.14950000001272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1101","prompt_sha256":"264d99a4b502289aa5f3c60dd68d505378803db533f4a98bbe23d7ab6530ecb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8861ea8c695132282d42170c899926e8cdabec18dc03528d042b7c0f8c72e01","formula_version":"titan-u-contract-v1","latency_ms":32.97658299999284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1108","prompt_sha256":"31127bce32008fe7aa2e08d7cf5ba54601a8e73c153c61beaefd5d3ab79ca8de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140725},"components":{"alpha":1.0,"bonus":1.0657941911140725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5069,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a9b1f34b5fa455fdc6b5619bbdaad780d5a606d0268b1c15b16811455f47c69","formula_version":"titan-u-contract-v1","latency_ms":27.97774999999092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032460857780739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1110","prompt_sha256":"066c688300ae1f52b43ea49b83abd190dd65cfa99f1e515e2d9dfda2658ba37e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661533111201689},"components":{"alpha":1.0,"bonus":1.0661533111201689,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661533111201689,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7e7a7dca48eceb3eb564dedf73d543438740ae2f317fbde25168967c66397ec","formula_version":"titan-u-contract-v1","latency_ms":33.163125000015725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328199777868354,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1112","prompt_sha256":"6253a1cb1cf7092ca1dad5b6d964d04ff8503d4fe339d85848dd047f06cc49f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"777701e78ee5f107a95fcc9c0b146e10453fc1791b0d0a737b87647dabc999af","formula_version":"titan-u-contract-v1","latency_ms":77.78500000000577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1115","prompt_sha256":"154781cc88d78921e35cd875b546c279624488bbc08b2a2629cb99e4e3c5713e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668882321967936},"components":{"alpha":1.0,"bonus":1.0668882321967936,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668882321967936,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5232,"eligible_count":122,"excluded_count":18,"feature_sha256":"a66a8ffade9c45aea6c163208810698dcefa6fa4a3bbee37b6d40a91b5f4007e","formula_version":"titan-u-contract-v1","latency_ms":21.262207999996008,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335548988634602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1116","prompt_sha256":"e7e846b0f97dd4c87a735c5db621d26d2475622d2ce89ac73d6c45b571d712b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650017018765745},"components":{"alpha":1.0,"bonus":1.0650017018765745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650017018765745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4930,"eligible_count":122,"excluded_count":18,"feature_sha256":"e34ef8ce51717e0ebe7c34e127a419423105857689433a7016d74d903bb37d60","formula_version":"titan-u-contract-v1","latency_ms":114.01020899998571,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031668368543241,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1122","prompt_sha256":"9da4b958d83ebd424bef0ee02ec763476d0adedbd3246538e3f48029c7277a03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d79319bb65fdcc645fb299dcdcaa3d033528b4b1a48564c0d46d028e67a0ce9","formula_version":"titan-u-contract-v1","latency_ms":34.57995899998423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1126","prompt_sha256":"3fb89adbb778ab4dd634e36530fb136bcdb5be48b88bafe396dc9c111e06266c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760213},"components":{"alpha":1.0,"bonus":1.0641970307760213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"38f665e4b4aef2996f262a020d4496ba564c47596fbb156ced1c5f9a9ceebbf8","formula_version":"titan-u-contract-v1","latency_ms":28.275707999995348,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030863697442688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1133","prompt_sha256":"e69da27077ef0be7489077eb319c4047f690ec8473c3c9f6d6ea845677a67d7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721866},"components":{"alpha":1.0,"bonus":1.0645144469721866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4829,"eligible_count":122,"excluded_count":18,"feature_sha256":"192dfde070c622c118ccb672042f314e49398c798885c33c2d8fc89025fff2a0","formula_version":"titan-u-contract-v1","latency_ms":71.99995799999215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311811136388531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1136","prompt_sha256":"fc6ef3cfa8aa78a32995d7a96a290fbe23be1c0d424b005cc24731883fe48c90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191182},"components":{"alpha":1.0,"bonus":1.0651338274191182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4959,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f3a637eac82de48c21376b1d746d6df9977cf08fe3096fe71722235d1d82aa2","formula_version":"titan-u-contract-v1","latency_ms":86.74570799999515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318004940857848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1141","prompt_sha256":"85da0754ddc51cc05a7928d45983fee019649b07db356a9ceb16f3b696572f89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647271107248562},"components":{"alpha":1.0,"bonus":1.0647271107248562,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647271107248562,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"f438dbcd5c020ff9cb4b6972f4e7542f35957d1e049eb35b8e88031fd8e08b45","formula_version":"titan-u-contract-v1","latency_ms":31.090874999989637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313937773915227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1142","prompt_sha256":"5b67d280e7191205d543f85feacb1e19f40b040c39313936c6a4929d852cbc85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4778,"eligible_count":122,"excluded_count":18,"feature_sha256":"67e3fed07ebc3a676c46039791ca186959383998f6dbf653b00b1a50ee2455eb","formula_version":"titan-u-contract-v1","latency_ms":30.85558299997615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1143","prompt_sha256":"0c32b92b05ebfd6cb07fcab1094cef220c8c03308ea50c1862b27ccc9631ade7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654987241897584},"components":{"alpha":1.0,"bonus":1.0654987241897584,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654987241897584,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5020,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6a53709af77849bbebf070c6bf619ebb361071fdf8b7f4fa82af4c814c0fd21","formula_version":"titan-u-contract-v1","latency_ms":27.978375000003552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032165390856425,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1151","prompt_sha256":"acab2053d507298056d9fcd5b09295007014ca64d9af72f5310ff33568a5ac20","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653774602517647},"components":{"alpha":1.0,"bonus":1.0653774602517647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653774602517647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4999,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2d38e7f4f53fada6663427d4647fe1ebf5756972b498d0877fb6c392f72959a","formula_version":"titan-u-contract-v1","latency_ms":114.34249999999224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320441269184313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1155","prompt_sha256":"f2f591d0be1670ec6d190b7b5dfd3852effa2d6e86889caad11664266ad18141","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646234699707215},"components":{"alpha":1.0,"bonus":1.0646234699707215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646234699707215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"315bc8d2bf0dd1e1c27bb6ac8226f2b5e4c5db0b99a4c9aa82a718c9037e161b","formula_version":"titan-u-contract-v1","latency_ms":20.92662500001552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031290136637388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1164","prompt_sha256":"07fa2b2cba670b602230f6aafbf35cb9697b6ce8a73056f685727bffd0d555e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066287107355472},"components":{"alpha":1.0,"bonus":1.066287107355472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066287107355472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5145,"eligible_count":122,"excluded_count":18,"feature_sha256":"50d61a8006ad99320ebfabbc2ac9484b88ac1dc32f2461bbfacbfd5ca97fb87f","formula_version":"titan-u-contract-v1","latency_ms":21.32029199998442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329537740221386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1166","prompt_sha256":"ea34d137840f4413a3962a8904693e8f7f624f7f7ff5e1e3896d9201e6a8ef5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644615165953628},"components":{"alpha":1.0,"bonus":1.0644615165953628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644615165953628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"03e67a3a36030187d22ebffadfcfb1b547e9f8811caf05ff62bfad4b47a12d24","formula_version":"titan-u-contract-v1","latency_ms":28.95033400000102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311281832620294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1167","prompt_sha256":"151d6206c33a038354ef67648c24cd252d9203c226312ded84ef76a6ec84c4ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647656762464217},"components":{"alpha":1.0,"bonus":1.0647656762464217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647656762464217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8cd74b52d0922a9b4d2417f66bd6b795b6126a647f710969c0d1629a0d58653","formula_version":"titan-u-contract-v1","latency_ms":28.328874999999698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314323429130883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1172","prompt_sha256":"d106cd62de18c13c368d3075e7ce1eb0619fcd4bd16f1b0b6c76e154b54c137f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656352308893038},"components":{"alpha":1.0,"bonus":1.0656352308893038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656352308893038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5043,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f9bd9994585c655ba76fa7064de4914f812d54d006304ea0ee567208f388bd3","formula_version":"titan-u-contract-v1","latency_ms":69.84608400000525,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323018975559703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1174","prompt_sha256":"7e9794ad2b5993b3132b56e8b49d12803d66e04f7ada838e9865767076b111a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640870646944263},"components":{"alpha":1.0,"bonus":1.0640870646944263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640870646944263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"08ddeb9ad91e42ea40f71edd1a27d261e32921efbc6465b6792ee185cd021618","formula_version":"titan-u-contract-v1","latency_ms":45.20049999999287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1176","prompt_sha256":"69a558fd0a567b0cb506d974854440cc7442364a05b86684ff3b2f2cf2a4a827","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663074281134879},"components":{"alpha":1.0,"bonus":1.0663074281134879,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663074281134879,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5148,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a5ebb796e2624eca5d924551e340b93aafae2d02e78cf302d8863baad107142","formula_version":"titan-u-contract-v1","latency_ms":21.24658400001067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329740947801545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1186","prompt_sha256":"4fefb85578b67277e6a84d97c5a1789d86f8e581fe04974fb76ed5141bc98160","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653945865265135},"components":{"alpha":1.0,"bonus":1.0653945865265135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653945865265135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5002,"eligible_count":122,"excluded_count":18,"feature_sha256":"caaeaaf9e701eea7c3bd0e31ace889c57673a9d110587614e0f96b8213208df0","formula_version":"titan-u-contract-v1","latency_ms":26.45141599998624,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03206125319318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1188","prompt_sha256":"33395d627826ce13d3b4c3a1d24de14e7b608029cda86ba221dd1f039801884f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640614445662893},"components":{"alpha":1.0,"bonus":1.0640614445662893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640614445662893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"16047a2ca63b45c2fea4a2668e97d36d58cb1b2966ecd31b9ba406b87076b807","formula_version":"titan-u-contract-v1","latency_ms":27.204208000000563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1189","prompt_sha256":"51fa0e3b27147d0de683b716129928819b818cc9be4079ce76436f263df5b86d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"68946c0fa6a7386ec49dde0d2f90950b88ac55d0e73fa23ccbf4850eb669d870","formula_version":"titan-u-contract-v1","latency_ms":34.450875000004544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1192","prompt_sha256":"9b727189d4abbd549ff4c0ddc4d46e050f369d8dbc70f52b96fd935dccc7abad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662871073554718},"components":{"alpha":1.0,"bonus":1.0662871073554718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662871073554718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5147,"eligible_count":122,"excluded_count":18,"feature_sha256":"6461eea13c1a4993ae88d7a88f11f05f70ea041210ea94da7b8dea81743f1efd","formula_version":"titan-u-contract-v1","latency_ms":57.43912500000192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329537740221384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1193","prompt_sha256":"506d9cf17f55b2866b40d8d7a35faae2a915405c6627f7dc98d6cfcf5f982e3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"c11ccb0896bb9b0426ff76bd88cb57cfcf41dad52c82917f61ae71bb7d94bce8","formula_version":"titan-u-contract-v1","latency_ms":35.3880419999939,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1196","prompt_sha256":"2269c92ac8bd28a288de58cbfca7a3dccbcb38ae749899e1fb757ddd972d811a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640687279553422},"components":{"alpha":1.0,"bonus":1.0640687279553422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640687279553422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c41d0b396e7a4c550b76fea2df8ba479ef5084d7b18d946d10b5714be79aa8a","formula_version":"titan-u-contract-v1","latency_ms":28.928667000002406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1197","prompt_sha256":"ec805c5a4d7fa281df8c34573e24ba64141f39f3691b7df2605d0dd4eca94fa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657018813908512},"components":{"alpha":1.0,"bonus":1.0657018813908512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657018813908512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5058,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bdd78fb7f2e6034d1c36c12d5fcd543e0585d6340b3fe2749f127f6db4d1205","formula_version":"titan-u-contract-v1","latency_ms":23.00637499999425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323685480575178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1205","prompt_sha256":"d6b9e39efb791a32fe2bd6a887f1ea8755d118fd53631354f17d56638ab372d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188758},"components":{"alpha":1.0,"bonus":1.0642443365188758,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188758,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4765,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9e1c03d5d5ac4e9f69c74cf253b78dd02867af2820c5b40abc0f2a41e6195d6","formula_version":"titan-u-contract-v1","latency_ms":26.894333000001325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1212","prompt_sha256":"358c8e5248cdc183bafa03a0ee2135758303a644ded31f12ce483b3c7a913a6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560632},"components":{"alpha":1.0,"bonus":1.0646607477560632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4861,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd833e6f171f7a9f11331c26b2ee6acf48031366a2b77b6a8b747b1e740e3e64","formula_version":"titan-u-contract-v1","latency_ms":49.456625000004806,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313274144227298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1213","prompt_sha256":"9031340b82c3db1a38f07bfdab08537142a71c938e9ea37f76e9da8bbdb77cf8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064563892516555},"components":{"alpha":1.0,"bonus":1.064563892516555,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064563892516555,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4840,"eligible_count":122,"excluded_count":18,"feature_sha256":"db1d5966c547aff61574b9102e2eead45bb7860d968308963dc1c40907aa5e89","formula_version":"titan-u-contract-v1","latency_ms":56.71179199998733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1220","prompt_sha256":"ddaa09d4d027a62be414ceffeb1828adc3153f9033a5e6bfdcd842de8a495aad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064712769365522},"components":{"alpha":1.0,"bonus":1.064712769365522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064712769365522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"111ab953975a90ffa48fad2084a84aab0e96ef8c4ce434b1d45dde54c2fd1a86","formula_version":"titan-u-contract-v1","latency_ms":37.04400000000874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313794360321886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1227","prompt_sha256":"253cae928d49e69051d86c1a27bf7054d8e7f4bcda88e7c60f7fc4795cd62c3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365945},"components":{"alpha":1.0,"bonus":1.0641776314365945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e7c125df83b360333bbe7df474ff8509bd536c6a01af3b3ee3f24c2af366bc8","formula_version":"titan-u-contract-v1","latency_ms":30.800916999993433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030844298103261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1235","prompt_sha256":"063e13eed9b2441ee9a150e64ba548ad91c7f89f6d6103a80591fb0a2efb9cfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1223981579635633},"components":{"alpha":1.0,"bonus":1.1223981579635633,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1223981579635633,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4979,"eligible_count":122,"excluded_count":18,"feature_sha256":"338009778ae82a76100eb3f58f774e39bac906e29bd9692c720c2679c79582df","formula_version":"titan-u-contract-v1","latency_ms":45.31979199998659,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.08906482463023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1255","prompt_sha256":"22bd6ba526b1a76ed76185b3d78cc2a4bde989f825f955736219c9945639aa6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1237575117935812},"components":{"alpha":1.0,"bonus":1.1237575117935812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1237575117935812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5204,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbff7f77bbef16f84c4c695239f660d7fdd6ea9b1c6b8bf64baba679e9f08593","formula_version":"titan-u-contract-v1","latency_ms":74.81470899998044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0904241784602478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1256","prompt_sha256":"7f232d5a36bc81502e447294315495c681fdaecff8d88a4f6065d5167c2b2ced","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646234699707213},"components":{"alpha":1.0,"bonus":1.0646234699707213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646234699707213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d668e04cf0b13814e7327a30fa9b946e1dba4f829f65eed8d197a645b3c3a20","formula_version":"titan-u-contract-v1","latency_ms":25.6767089999812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312901366373879,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1261","prompt_sha256":"94069ccc73bb79ae6a042804477f0c093280801903d646a20a30b0c08e55aeb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644834428021885},"components":{"alpha":1.0,"bonus":1.0644834428021885,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644834428021885,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad3d2d0729158fc2fb4adb35e6559002e94a67fd57ded811957337eb6a220469","formula_version":"titan-u-contract-v1","latency_ms":27.762166000002253,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031150109468855,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1268","prompt_sha256":"a0afa7bdede7a8b16dadb5f8c8959271f0f5653b3a577591be08141b6dea195f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961898},"components":{"alpha":1.0,"bonus":1.0640541904961898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c5c9c0cd06b4203ea69d5dae9db31651379e915033623b6da025b8f8e03a516","formula_version":"titan-u-contract-v1","latency_ms":31.569458999996414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1277","prompt_sha256":"872705fff0a24c9896c3dffdebd216531dea40f294c24dc14d987bae803b7c89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647949076289291},"components":{"alpha":1.0,"bonus":1.0647949076289291,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647949076289291,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4889,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d6cbb9fb638667df305af65f1bab632e957d9dd37e931cd7cf57bdf84548e93","formula_version":"titan-u-contract-v1","latency_ms":25.774374999997463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314615742955957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1280","prompt_sha256":"e9de9beb3e8c68e43b655ae4bf4c0f3c7dfce6a3d0363deca899424806698d0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644922645327206},"components":{"alpha":1.0,"bonus":1.0644922645327206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644922645327206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4824,"eligible_count":122,"excluded_count":18,"feature_sha256":"2136b5549b52b91ba2d6785c2f183c96cd3bf7413f568126f0ae1e5ffb4e6113","formula_version":"titan-u-contract-v1","latency_ms":30.287291999997024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311589311993872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1281","prompt_sha256":"b5347edcaad8863b470956d1411f203fa54ae1ce5c2376aa52b3b5e334a8bf22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064470265114296},"components":{"alpha":1.0,"bonus":1.064470265114296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064470265114296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"d79d5f32ad07535f1bbce4c17b07d8076900fbd0d92acddb89586e65540e2cdb","formula_version":"titan-u-contract-v1","latency_ms":28.28374999998573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311369317809627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1288","prompt_sha256":"2bcef6ab0a5ebe3c700d28d5f7c1093a78fcbe3380c2a020936309e9a8b21b58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559323},"components":{"alpha":1.0,"bonus":1.0640505744559323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"1229cdd261aa7a32567ae8ea1be2cdae3ae3cdd9f23c48f735bb7a4b90c3b1ef","formula_version":"titan-u-contract-v1","latency_ms":27.23100000000045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307172411225989,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1289","prompt_sha256":"a56c05b1926098d502dd9bf022839fb12e707551ff4fd3861800df9f5e241276","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659007927569997},"components":{"alpha":1.0,"bonus":1.0659007927569997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659007927569997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5086,"eligible_count":122,"excluded_count":18,"feature_sha256":"17a0914a0522b79e7f3b61a3ad44bd5e343f6368551c97aec89c73d5e61011d3","formula_version":"titan-u-contract-v1","latency_ms":24.73333399998978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325674594236662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1295","prompt_sha256":"25dd0cf8e4090196ec2171a7a6d9d184ec01909c35ac1f796861281cc5125a08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647367082112364},"components":{"alpha":1.0,"bonus":1.0647367082112364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647367082112364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"34ec5d8a9cefeb96fd044f9bed1d99a98075fe35dc67699cd4273f6d25d175e2","formula_version":"titan-u-contract-v1","latency_ms":28.137958000002072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031403374877903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1296","prompt_sha256":"1db7e5a197de675a4fdb4aefb8e3d57a704c1fe2a920398d297d7fe76a4aecd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655992482225671},"components":{"alpha":1.0,"bonus":1.0655992482225671,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655992482225671,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5037,"eligible_count":122,"excluded_count":18,"feature_sha256":"d133083333d22f016130c6929d0fc4c00d50d53fccbdc20b9fdc11ecc6156caf","formula_version":"titan-u-contract-v1","latency_ms":31.559666999982028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322659148892337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1307","prompt_sha256":"6843b52fe9c17a2bf07cb5fc978614e7ea87a7bd885492f0a9ca71ef21eb53c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650017018765743},"components":{"alpha":1.0,"bonus":1.0650017018765743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650017018765743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4930,"eligible_count":122,"excluded_count":18,"feature_sha256":"a53b031913e7d18f45818f41e2bae3cd83d1879c0a932feb0b9f7946132b9fbe","formula_version":"titan-u-contract-v1","latency_ms":53.81379099998185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316683685432408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1311","prompt_sha256":"ae3e8d1d0fa2c263997d743fc6fe735569df04c9578f75ac8160a20294a9ac7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccb2807aa05349addcda47847fbe1ff78c7c47cb1e9568263ea222232e7a9641","formula_version":"titan-u-contract-v1","latency_ms":54.6793750000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1315","prompt_sha256":"3b51a2716e0593c6116868e2dfd86b07c4498ab799a6ae00b13310f948deaefa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654987241897573},"components":{"alpha":1.0,"bonus":1.0654987241897573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654987241897573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5020,"eligible_count":122,"excluded_count":18,"feature_sha256":"be9869b5327aa5fb89f74d60681f2388e6a04b4d77535ff108c4fdb8d1473041","formula_version":"titan-u-contract-v1","latency_ms":21.886625000007598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032165390856424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1324","prompt_sha256":"322f09ffa88ad591269861b4f99f052efaedab5edf300d7fbe01a72d85d1bf5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878897},"components":{"alpha":1.0,"bonus":1.0640833826878897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe2b20b2c34a557451cd50a2d38ea38fe34a5c3dcd0593575799de28f888d9a5","formula_version":"titan-u-contract-v1","latency_ms":40.06016700000714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1329","prompt_sha256":"9855823f2809e049739e6ab65a1344566c1c61467a0f84e6e83be43f151bd07a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644527973623341},"components":{"alpha":1.0,"bonus":1.0644527973623341,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644527973623341,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d61279b1c2d437d43f8ac6f1f005e5fd4b54f2d21771a4b059daf4bc23a1790","formula_version":"titan-u-contract-v1","latency_ms":26.457166999989568,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311194640290007,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1340","prompt_sha256":"ee5f1677470edcb11feee76fc6930d52694c2f44199e9db43a066cc986a8a74b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661731947718438},"components":{"alpha":1.0,"bonus":1.0661731947718438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661731947718438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5136,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d53a5bf65f870bac47f0c1efa77d86c1a1f6ce5fba0fda6427bf839b15b9014","formula_version":"titan-u-contract-v1","latency_ms":34.381999999993695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328398614385104,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1341","prompt_sha256":"edcb015c4e9a6b8d961ecad2f437b888a0c1ca723f8071f54172f4d41decf4d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066186486971205},"components":{"alpha":1.0,"bonus":1.066186486971205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066186486971205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5130,"eligible_count":122,"excluded_count":18,"feature_sha256":"0356e80ba4dbfca0cf7f3ad4a245ad2f8a52571bc067a9a1388bce18969379b7","formula_version":"titan-u-contract-v1","latency_ms":36.78045799998131,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328531536378716,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1353","prompt_sha256":"7e1cd3394a78ab81934c9a740f1ccd8adbaee11b8b0ef31efcd333805ef21582","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642087583035578},"components":{"alpha":1.0,"bonus":1.0642087583035578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642087583035578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"c19d2fc4667771a321d79d8ade134e288d7ce38939247492fa1398215feaf5c4","formula_version":"titan-u-contract-v1","latency_ms":39.31504099998051,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308754249702243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1365","prompt_sha256":"cd202d6bae176e674c4452a59936b9ec58717f03448420836fae8b8c2208dc6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655221871223517},"components":{"alpha":1.0,"bonus":1.0655221871223517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655221871223517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5028,"eligible_count":122,"excluded_count":18,"feature_sha256":"b45380e55e2abb9efb9900b0b94cdb94c01d7cd9a632c0927f5c939e728a0c5f","formula_version":"titan-u-contract-v1","latency_ms":64.17691600000808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321888537890183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1367","prompt_sha256":"ea694db7758a02e14a63ef919bb0c017cbf4be4ca60a2a1aec008ad87a8555af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375114},"components":{"alpha":1.0,"bonus":1.0642603395375114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"9126d193136adf3d66ddffb60d9940588d0938475fc39311ab17960a230a07e6","formula_version":"titan-u-contract-v1","latency_ms":43.35354200000552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030927006204178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1368","prompt_sha256":"0d9e3fdb1cc3d45e26e231c119cb5e594a88ad8800fa177fca33e9a936594c09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670977579397307},"components":{"alpha":1.0,"bonus":1.0670977579397307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670977579397307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5258,"eligible_count":122,"excluded_count":18,"feature_sha256":"778f69f513286501ab2385ab469123d192f04bc3554b4aa6e1cab9709653b4a7","formula_version":"titan-u-contract-v1","latency_ms":107.57916700001147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337644246063973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1372","prompt_sha256":"11477b7f084159a805d61ef53cbf6232638b86b5f13ba1c326648936ce49111a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065440577883159},"components":{"alpha":1.0,"bonus":1.065440577883159,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065440577883159,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"566aceaba043d869ab99538c850eeea4adcb97cfc89e7bc8a911e9d170d29540","formula_version":"titan-u-contract-v1","latency_ms":48.25979199998187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321072445498256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1373","prompt_sha256":"4c13f082e43b0c3967c5aef203710a4a1e13cbfde0f04ae18bec2ff19f14aa8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065080429034587},"components":{"alpha":1.0,"bonus":1.065080429034587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065080429034587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4945,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c62728c29986196066742c53aaae569f2a79a17cbf8dda95667ce6787759abf","formula_version":"titan-u-contract-v1","latency_ms":37.473125000019536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317470957012536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1377","prompt_sha256":"d4d76e442205c90d71c151c91b174068fa721bff524ac060f1897c4228683a9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721861},"components":{"alpha":1.0,"bonus":1.0645144469721861,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721861,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4831,"eligible_count":122,"excluded_count":18,"feature_sha256":"3689d5b85b999c85e3868d73a8316351f369308aa8b4541d705c56df6b1907e0","formula_version":"titan-u-contract-v1","latency_ms":54.33541700000433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311811136388527,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1380","prompt_sha256":"b5776ee96eeab976a32ba3fb7fcd8fb6edfc09229361c31f6a2cc3c35a92f99a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648841816425385},"components":{"alpha":1.0,"bonus":1.0648841816425385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648841816425385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4909,"eligible_count":122,"excluded_count":18,"feature_sha256":"cabaed5745d2295026f16e83feca80b2db0a0dc19f3b1ee9bb880f884f37ab90","formula_version":"titan-u-contract-v1","latency_ms":26.18425000000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031550848309205,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1382","prompt_sha256":"2f1bb670846283d4e50221f79ad7f03ede549fcb8a48284b16f1a1e2292ecad5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661533111201689},"components":{"alpha":1.0,"bonus":1.0661533111201689,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661533111201689,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9150bb2a67217b610eb528fbc2e3c36790d0f4699673e2335b81d160d8ee324","formula_version":"titan-u-contract-v1","latency_ms":23.014625000001843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328199777868354,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1386","prompt_sha256":"9fb1fc033fd2daa17d10313e8580cc57bc5b2a2fa2aaf02c7539985c6b317e2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"30c5a43895a921ef02b9e7a6bc379a7779559689656d0e1883f634cc1eb393c8","formula_version":"titan-u-contract-v1","latency_ms":22.32800000001589,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_481","prompt_sha256":"df233649e486ad550a67783fb63211d1062f2d07fe8d05b687295661d7d56c9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179368},"components":{"alpha":1.0,"bonus":1.0641393823179368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"26bb6f46f0994b4e429bbddf91f980616c294ed50eb42e6b0894100cfc111398","formula_version":"titan-u-contract-v1","latency_ms":23.486749999989343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_586","prompt_sha256":"8cc0c3b82a7ac7ad8de6d157453695434189f18605df682a225ca780f7e152d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"9416add3520a77bc15a6a4dac842fbc02cfbe069d4f3456060d3be1b63ef85c8","formula_version":"titan-u-contract-v1","latency_ms":21.772375000011834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_598","prompt_sha256":"7d4b8910c06ae6138cb7ee46f5b8f30c1c6fae346659aae40691a07efac81ce5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"46cf0f118e2e6ac433513ac7f01feedd2be24e2d513aaf8914b92a8b56b3f401","formula_version":"titan-u-contract-v1","latency_ms":23.401124999992362,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_656","prompt_sha256":"cfd5abf3d09f5684f415d90915005a3bbeee2b222f5bdf110dda525d22f9adb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"23d3ff6c7677f6930c686ef93cd278750f9299d39ba146d28b414d77b4b711f8","formula_version":"titan-u-contract-v1","latency_ms":23.84487500000887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_695","prompt_sha256":"f43d2589eb6ad019c9d7407bcacd7675cc8c38f0798fb10ce11369b70eab3ecd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd1be9b3af9372f490dd6b5a059c72b0e24b82cc6152c42e43c49170a8448408","formula_version":"titan-u-contract-v1","latency_ms":28.050250000006827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_711","prompt_sha256":"50dcdad8e0270948117942828df194679b2db02f5642a36d39468b4fc8fa94a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a8ea06a4a64e933c1821c1191d68f5e1bcee8c6348056424cd6432df9282d4e","formula_version":"titan-u-contract-v1","latency_ms":26.3976249999871,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_727","prompt_sha256":"76560877052c7d0591b2ae3cf4ee0043341039c7b85d8552f0eff1e0eea9fce1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"2be9e5ac6e73232e00a6ae71ba5f58e9360641f47ebc22e0275f108cdbfe6ebc","formula_version":"titan-u-contract-v1","latency_ms":22.610708999991402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_779","prompt_sha256":"07cd6a510188caf6245b13f42bc6efdabf1e99101413fbe5e24c8199a2fc9920","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442869},"components":{"alpha":1.0,"bonus":1.0640723806442869,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442869,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"be718b0c325d57f8142bdc22305134bbf9ee9f9834ec698c620ba84bee3104d0","formula_version":"titan-u-contract-v1","latency_ms":22.976457999988043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_782","prompt_sha256":"1e873cabeda1477ad6217f8f21fb13fdcc6ead5c29db916aad5fdc0e58a1d675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5ce525b9f274e9649b988dec5fc6155dc12df5acb2e852d769461494ced84dc","formula_version":"titan-u-contract-v1","latency_ms":23.19875000000593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_888","prompt_sha256":"fa27759478cb968d1cf123a9d92633d259f48b69f14d3c7dd7a41c7ab1439add","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916244},"components":{"alpha":1.0,"bonus":1.0641699229916244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7af14c1189e710f77b3a39419660575f6bb9bda0cc535a9712cd160521eeea0","formula_version":"titan-u-contract-v1","latency_ms":24.985917000009294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030836589658291,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_960","prompt_sha256":"669ea2b4847653ce72a9b71cd7d50015f7fe712153bf272a211e353f2965b4c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"008696c8786b014df16e8ca3b9fa5186f3e056e4b5af70309004adfa027b079d","formula_version":"titan-u-contract-v1","latency_ms":22.483958999998777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_999","prompt_sha256":"083813c2ef63a5a2c49b570c0b6301da689fe5090735e1ab26c4b58a529fccab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941364},"components":{"alpha":1.0,"bonus":1.0644658871941364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4818,"eligible_count":122,"excluded_count":18,"feature_sha256":"643a4b5ef6de4c4021448943372afbdc23c9a761ad50d2c82678e7da494667e1","formula_version":"titan-u-contract-v1","latency_ms":21.47854199998278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031132553860803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1138","prompt_sha256":"328cef267fcd74b9ea80c707473be570cfab5666f901ef4a8f66fbd7cb00917a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456393},"components":{"alpha":1.0,"bonus":1.0640469657456393,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456393,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f2c1659c1197a83b3fd54339d8e44ce5b2cb87f45dabd4deb5d970694b2ec6b","formula_version":"titan-u-contract-v1","latency_ms":21.210584000016297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307136324123058,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1198","prompt_sha256":"9196aea77ec65fa11c8c1b5c6bf1089718b42cb4a6a37729f06f2952ba205edb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916246},"components":{"alpha":1.0,"bonus":1.0641699229916246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"303340d30ecee3e74e707f34b245fbee2a84cd0a5956b91fb10566f890a07773","formula_version":"titan-u-contract-v1","latency_ms":22.86095900001328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1258","prompt_sha256":"abd81e52d66fa7edeac452a569ff291d55f6925944adbeda45150db6a619f9f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406075},"components":{"alpha":1.0,"bonus":1.0647032450406075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c7ca1a3c957730870f7f9a52811f37d829c64be09116908438bb1b2c16f2722","formula_version":"titan-u-contract-v1","latency_ms":24.2494580000141,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031369911707274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1294","prompt_sha256":"4f4e648a64be339ec11b3dfa0a7a646a301f37de9ada30e416ee55cd8d3566a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443527},"components":{"alpha":1.0,"bonus":1.0641093106443527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ae7e15a4baf5394cb35d27f86f88e09bd232555f075fd8843e4351c1d46b8ff","formula_version":"titan-u-contract-v1","latency_ms":22.716833000004044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1312","prompt_sha256":"199475e71efb10da732e2e791fd2ee44340d5c1d4241cb605c0b3a5c4a2d25d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653817},"components":{"alpha":1.0,"bonus":1.0640433643653817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"456d47f8bfddfb87335f7faf9df0b7641c0e3d5b024c2cbd7dbe36c0b58d26f0","formula_version":"titan-u-contract-v1","latency_ms":22.570708999978706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1358","prompt_sha256":"2c205c9f5329a92067a53567dae3af11d29688b1364bd02086cbc82c2c4501d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063948898120817},"components":{"alpha":1.0,"bonus":1.063948898120817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063948898120817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"f47014e3768294d741032cb331a6fafedfab339f13240eb19a97d9b9cefc6baf","formula_version":"titan-u-contract-v1","latency_ms":20.858707999991566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_603","prompt_sha256":"ffe7399040f544bdb432c8f22703b3aac885e20d98584ed3039aadccbb084041","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065075129392288},"components":{"alpha":1.0,"bonus":1.065075129392288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065075129392288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4944,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d68f262d62ecd3e6f4ed752d384b4ae3bdb1f2877a05701c9863e4cb2e56419","formula_version":"titan-u-contract-v1","latency_ms":26.123957999999448,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317417960589546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_872","prompt_sha256":"b780a807d7b0b40887072eba8b1d933e7928235281705fa798730277e887eeed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396682},"components":{"alpha":1.0,"bonus":1.0645548365396682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"d38fe4d8004934172b2ee620898401cd1d4506b739b9cc51d1618460197c4a4b","formula_version":"titan-u-contract-v1","latency_ms":23.426290999992716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312215032063348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_660","prompt_sha256":"6632db892051ae4a2711f9c3792c998506f881371590698d1a7df6e9ca5978b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4818,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d0cf43beb4a3873678ea24cc6b1e4db199e9e2fd3faf3e2df2234d08311dfca","formula_version":"titan-u-contract-v1","latency_ms":23.606166999996958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_518","prompt_sha256":"e81809f41d09b6ed76cb7fcbe564e084bc74857b557bf672a47814c4cd91c39c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cc56957502e8bc9fe88730f4c1f1e3be40009f69f845826931a296541309ae7","formula_version":"titan-u-contract-v1","latency_ms":24.293125000014015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_230","prompt_sha256":"67cc22fb7fe5c4422ee200c7f300a36ffa9c315a96ba8d4db37ae65168b27566","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbc2a8f0b15d86250e05f691b19d7905816d80af4d1ef18ba8da8c085a43999e","formula_version":"titan-u-contract-v1","latency_ms":22.484125000005406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_537","prompt_sha256":"a55b5f92d4c9495b4c06722641199b49e54d30a67b964f4f13ef594f609bb505","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064914466195525},"components":{"alpha":1.0,"bonus":1.064914466195525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064914466195525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f1fe4390c54d1003e8356d5a48066e93be47cd34dcbb334bfd87e7e76b8a3f0","formula_version":"titan-u-contract-v1","latency_ms":24.915249999992284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_644","prompt_sha256":"0e8bdb78c02bf4ae666195e4c0717e30b9b4ff1e87ba2770e3c72de69bf87799","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4893,"eligible_count":122,"excluded_count":18,"feature_sha256":"74b1a019ec691aa405fb62a607fd6870ada37c5d9ce7fee62f6aa255d2ddec79","formula_version":"titan-u-contract-v1","latency_ms":25.971583000000464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1321","prompt_sha256":"f0ca9e4d6ff82b5e6db3519a7f40b83802921201f643187264f5e7280baae419","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658692205484215},"components":{"alpha":1.0,"bonus":1.0658692205484215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658692205484215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5081,"eligible_count":122,"excluded_count":18,"feature_sha256":"45e92ed3e6707bf554ac3961f9a740f43a70cf5c2bf03d2fac473e68a7ec87c8","formula_version":"titan-u-contract-v1","latency_ms":24.039082999991024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032535887215088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_757","prompt_sha256":"788cadefd1956011a5f393ec991add677fa1ccdc17b69f66897a29174c2a3c0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172522},"components":{"alpha":1.0,"bonus":1.0640254674172522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0ea7453ec3792052e4c3b70ed3414ed88ea77127cfcd3b148cac9343843fdbc","formula_version":"titan-u-contract-v1","latency_ms":23.414333999994597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_235","prompt_sha256":"e5466042967c61e2339a04811e6e8ffa93e751f23c493de555c5cd60525031e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659198235854794},"components":{"alpha":1.0,"bonus":1.0659198235854794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659198235854794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5089,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c94c27a68b6e01a1b21c21952abab7f307e1bc1c537db95259da72330485198","formula_version":"titan-u-contract-v1","latency_ms":23.764041999982055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032586490252146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_905","prompt_sha256":"2c4d6b140231c7629b8354d1534eac170e8340127962634c270acf7c4780fb63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652372975069921},"components":{"alpha":1.0,"bonus":1.0652372975069921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652372975069921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4974,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f35357eb2c94f97c8be1b6d81771cfbf9a155806ba08e0ef71f9bb263db3b15","formula_version":"titan-u-contract-v1","latency_ms":23.03904100000409,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319039641736587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1140","prompt_sha256":"e96d7568be921f2c5ad3d7de5e8b8be5b8671b331b710544b862cc7eef957e61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301712},"components":{"alpha":1.0,"bonus":1.0640907540301712,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301712,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"168950b1654b06b9ba40a7dec50d2bdb9717427229b53a10cccec579f7f9195e","formula_version":"titan-u-contract-v1","latency_ms":26.912457999998196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968377,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_254","prompt_sha256":"ec8a5658a927e8feba9b402437d0b0511f05fa43947875cf22637cc4626e4a76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064244336518875},"components":{"alpha":1.0,"bonus":1.064244336518875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064244336518875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4766,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ebbd2767b9a3bdeb96f9e40160cc0682d8fbdd0ceef772a16a0a08a3c0cd90e","formula_version":"titan-u-contract-v1","latency_ms":26.764124999999694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_661","prompt_sha256":"40baa5f887415d47fa53dbf039c26ac58b1a7ea60db83f5e07444b4931291fa7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643546313376946},"components":{"alpha":1.0,"bonus":1.0643546313376946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643546313376946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"13065f520561dad8d34f99df9745b922221a219c82345ce3a5c286dc14b61028","formula_version":"titan-u-contract-v1","latency_ms":34.53441700000326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310212980043612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_754","prompt_sha256":"9d6f8b0273efff12f050b36b04ab666972525b5ccc5e468bd4d36b45b94d17ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643714254197167},"components":{"alpha":1.0,"bonus":1.0643714254197167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643714254197167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"9590ab01fa066b2af0a0530e4c37400b7e571c93c180b952ef6e717f25ba8c64","formula_version":"titan-u-contract-v1","latency_ms":24.047624999980144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1170","prompt_sha256":"da347a53c3459982bc77f70692d590fa452c12a391038835243e78124366db4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592326},"components":{"alpha":1.0,"bonus":1.0643255236592326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"51663b7c5dbce967e195d75ab6c5c3b7168f89473258a43ba58b02aa28cc39ba","formula_version":"titan-u-contract-v1","latency_ms":28.081458000002613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_242","prompt_sha256":"c309304cf6f0f54ca9c435c24882fc1ffd6a8e1a5c0d71203cf09b8669da39c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065043485027724},"components":{"alpha":1.0,"bonus":1.065043485027724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065043485027724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4938,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8d668cddedfe75654cf571438ac276bb836b516018fbbb3167459f0fffbf557","formula_version":"titan-u-contract-v1","latency_ms":22.121249999997872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317101516943905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_891","prompt_sha256":"81bf34726b2fcb71f75ac022ab217f336b4c747bc2a5ee6dbdd2f3b73123b4ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"4433d2ea163f010beaac7439d39ceabc75a0f36eaa8ffd0345b2b41eb12b6621","formula_version":"titan-u-contract-v1","latency_ms":23.511166999981015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_549","prompt_sha256":"d0a53e05bcdd56e65ffc6e0a085d5d2caa0db490b10b94a8f8d573923923947a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"10216de0aad79e51af453a253d66ce7d497024ceff3b56708f998b9261b1a372","formula_version":"titan-u-contract-v1","latency_ms":23.487917000011294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_556","prompt_sha256":"45f1aca59701f04e2ab3ada961581bccf6c59099699eb44a77322c432fe3f932","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"17ece04a6f8767d831d73e0c3ebe30d542ddb90bb7c0827879c239db1d40684a","formula_version":"titan-u-contract-v1","latency_ms":26.906166000003395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_574","prompt_sha256":"a3cc3c559e49e7852e6880ddba7270c6098ec6e7464750d79c0d2d367dd30bd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063935357675691},"components":{"alpha":1.0,"bonus":1.063935357675691,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063935357675691,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"b312a4f5ed36aa712bf2c78bcb96b8bdb190c5d193cf0426a6324723e3f404cb","formula_version":"titan-u-contract-v1","latency_ms":36.05808300000035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_726","prompt_sha256":"b66d84793b197c2151e369f99411eb3b7738acd19512e1becbfe0b90f9581ffb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375116},"components":{"alpha":1.0,"bonus":1.0642603395375116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d1c411250833705a483140eef7c1758ae97b9fd11dde201d9e05ed5ba9c00b4","formula_version":"titan-u-contract-v1","latency_ms":39.90924999999379,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_116","prompt_sha256":"87e5764b5b99ffa006a3a4b484580095c6e846a0b817cc5f3f9a5021983c6dad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191658},"components":{"alpha":1.0,"bonus":1.0641469735191658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"393b290d18b08f08de829be922d3daecb67d13c52e5a01529e45cdf7a2571242","formula_version":"titan-u-contract-v1","latency_ms":31.89787499999852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_558","prompt_sha256":"0605208538f1d1f9514e3e5b297643470e3af65a33a45561125e584af7193003","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064950130874681},"components":{"alpha":1.0,"bonus":1.064950130874681,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064950130874681,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"957ce03a77b009e8e6088c0ef7f1fcec6550ef3a4980030110fc0e283e414588","formula_version":"titan-u-contract-v1","latency_ms":24.927749999989146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316167975413475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_639","prompt_sha256":"38db615310a692106fb3ce58957b86ed59ef39e62cecdce61ffd09669af1dce8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663278144231723},"components":{"alpha":1.0,"bonus":1.0663278144231723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663278144231723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5151,"eligible_count":122,"excluded_count":18,"feature_sha256":"be433b593a7dfd4bd51e42d0105271dc1e60fa6bf77603e1563ebc8cdc2e010c","formula_version":"titan-u-contract-v1","latency_ms":27.574667000010322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329944810898388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_640","prompt_sha256":"1be5c1aaa27ac93186fa8c2833f9d761fe60e906fefa3a618e2269e6d1d4f031","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065182510769868},"components":{"alpha":1.0,"bonus":1.065182510769868,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065182510769868,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4964,"eligible_count":122,"excluded_count":18,"feature_sha256":"d772228616c067bf181c857a29aa405c36f5b2bf7e228ebebc866740a65213ca","formula_version":"titan-u-contract-v1","latency_ms":22.098999999997204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318491774365346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_682","prompt_sha256":"bec8897461c6d5ba976495d97b09cd2bc4ee7671d7cfb372a4e0aa812240acb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"b756ba4930fc20aad6c611f9c82b1e631fc6d8ec7856c7a7d37135b7b7991770","formula_version":"titan-u-contract-v1","latency_ms":24.66708400001494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_722","prompt_sha256":"bf8f9341f94ebaf80df206aa66e5e06ab820dfa2471aec25a2b8cc94ebd30d36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652760829064454},"components":{"alpha":1.0,"bonus":1.0652760829064454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652760829064454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4981,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccb6a94943fac4c8538e48fbf294427b39b6eeb1651546a9ad8a44f5d1313787","formula_version":"titan-u-contract-v1","latency_ms":27.27445800002215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031942749573112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_893","prompt_sha256":"e39e991cc4709a172c1ca553bff173fa9897c9d1867a75f18663bdd38dc68dc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663142162667156},"components":{"alpha":1.0,"bonus":1.0663142162667156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663142162667156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5151,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e005a08ebf2200c8801121a87ee3f59d5a83a7f09a30591f0fac8e428d0f9e6","formula_version":"titan-u-contract-v1","latency_ms":24.4387920000122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329808829333822,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_922","prompt_sha256":"030f5a9d63a9114e0b0cdb5b0b6a82bc2d19f1af64728b41f639065a563e9b95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652372975069921},"components":{"alpha":1.0,"bonus":1.0652372975069921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652372975069921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4974,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4c02aa973756bd7ec5118c1c24dcbfbbc261c90210e350fd8bd1fd9d2618c04","formula_version":"titan-u-contract-v1","latency_ms":24.799916000006306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319039641736587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_951","prompt_sha256":"565482e9fc332b9a48ce6ac43568470e3ee6e5143d11a05cb7f364a484a6c0fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664307291146482},"components":{"alpha":1.0,"bonus":1.0664307291146482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664307291146482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5166,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb19bcf281adfdea888feaaffde40934664edb51957c58c4912e69890bd50ede","formula_version":"titan-u-contract-v1","latency_ms":25.5426669999963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330973957813148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_997","prompt_sha256":"2c4042d32d08a9b2d827f1fcb4f0f5c691282acb4e877dd07dbfc9504f06aefa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066416912492483},"components":{"alpha":1.0,"bonus":1.066416912492483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066416912492483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5164,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fb4fe38e9ed9f7876d6057312bea0764e5e85aa6d2cf96315b4434d92203280","formula_version":"titan-u-contract-v1","latency_ms":28.679624999995212,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330835791591495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1008","prompt_sha256":"4bac55b2c472cc1e800be24baaf4b81a4798d335790cb81817de1189d6f06752","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4778,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea116b8a455fedb80c944612ca7f7786975bfb5bf64346eca1bc93a9d95dc339","formula_version":"titan-u-contract-v1","latency_ms":30.40012499999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1047","prompt_sha256":"c422cf5442efd516e27755d401172cfef676315606889b5e155e66854e7b7277","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374354},"components":{"alpha":1.0,"bonus":1.0655754057374354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5033,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3075d3c3c0921783f6dfd98f9973dc07b79f4c48947ad24d40d885209b03f48","formula_version":"titan-u-contract-v1","latency_ms":26.546666999990975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032242072404102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1057","prompt_sha256":"4bf88c67ac01179a29027244497345e2b55f74c9074c2ae21cf6441109456a30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064220551771342},"components":{"alpha":1.0,"bonus":1.064220551771342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064220551771342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"83d9f8bc2a1aff93123d0c0835f1e58ffabb5d2da71de2203267b8d187eea3e9","formula_version":"titan-u-contract-v1","latency_ms":27.842458000009174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380085,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1074","prompt_sha256":"2790ebae9c97d4818f38003210425be24b6417736f4ff9cff8a6acc31f0684a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659453001033872},"components":{"alpha":1.0,"bonus":1.0659453001033872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659453001033872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5093,"eligible_count":122,"excluded_count":18,"feature_sha256":"45c78121f1aee3f50d54adef564c6a1328e48c7da25db1c489983dc66c0ab05f","formula_version":"titan-u-contract-v1","latency_ms":36.40500000000202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1090","prompt_sha256":"3ce6c3db74646870358d5c1f6b80fbd11ae6dcd60d4add8f35a2501873f55d61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650963718133677},"components":{"alpha":1.0,"bonus":1.0650963718133677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650963718133677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4948,"eligible_count":122,"excluded_count":18,"feature_sha256":"399f959f090ef1d62d74027f3b1da5be2bb2733c4c125ef33d51307cf725fcf3","formula_version":"titan-u-contract-v1","latency_ms":24.900833000003786,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317630384800343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1096","prompt_sha256":"eba6bef11c7bfb359f012a2b5edef22725ab34d77c2205c8b187eb5f3d30a974","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645055520346056},"components":{"alpha":1.0,"bonus":1.0645055520346056,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645055520346056,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4827,"eligible_count":122,"excluded_count":18,"feature_sha256":"a42b9cfa5696ba7f3493aeb1bae36692781abc7442eedd8c025a87aa1fc1331d","formula_version":"titan-u-contract-v1","latency_ms":25.392415999988316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311722187012722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1144","prompt_sha256":"62ee665691ce1e9708f562f1831bbf7677cb5ebd64ed80b386aeb421bad7ef2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660809654993377},"components":{"alpha":1.0,"bonus":1.0660809654993377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660809654993377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5116,"eligible_count":122,"excluded_count":18,"feature_sha256":"fac7267790b6dc250bf31a0b5d19f0c88148c3245afe61511e8966be1108caeb","formula_version":"titan-u-contract-v1","latency_ms":35.55800000000886,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327476321660043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1163","prompt_sha256":"f4cf1450404ca94d900f9efc02cf8f9ffb22f6b47279f226c3220a31f7fbd61b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872863},"components":{"alpha":1.0,"bonus":1.0649297071872863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a560508693dfedd01320c3803524ce79c5b5db30874304c21f0fffb5b4b0c50","formula_version":"titan-u-contract-v1","latency_ms":27.284584000000223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315963738539529,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1169","prompt_sha256":"b6b09e136067d0a0cad839c742c0447c52b93835d26dac7aa88829ae1cb7c3d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655163104394505},"components":{"alpha":1.0,"bonus":1.0655163104394505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655163104394505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5023,"eligible_count":122,"excluded_count":18,"feature_sha256":"395f0b705c4f379ff3bbde004fdaaea09ac5ce0f04014022799a5af428b10b99","formula_version":"titan-u-contract-v1","latency_ms":46.07400000000439,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032182977106117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1200","prompt_sha256":"7c1268a4c13cafcb30757b61e37c51354461280e0bfaadbaee1770bcc33fe456","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650487408154148},"components":{"alpha":1.0,"bonus":1.0650487408154148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650487408154148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4941,"eligible_count":122,"excluded_count":18,"feature_sha256":"59f58ef8b069a5d66299b48d32a6d62842465a184fa2da11a2475d3597786f8f","formula_version":"titan-u-contract-v1","latency_ms":26.810542000021087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317154074820813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1201","prompt_sha256":"bb679f47c59738d3a24dd1fc19ac33e2daadbefe18e83922c0c4d584b270c41f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066100608672793},"components":{"alpha":1.0,"bonus":1.066100608672793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066100608672793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5117,"eligible_count":122,"excluded_count":18,"feature_sha256":"75ba357055a3e8c8d5eaed1505b8a360a842de5dd093d50f6a7dd1fff1686719","formula_version":"titan-u-contract-v1","latency_ms":22.622959000017318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327672753394597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1202","prompt_sha256":"43d1de7e8035480d1eef79ab717bde8ad7cc873df88e961572ced79ce1e1e408","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065096371813368},"components":{"alpha":1.0,"bonus":1.065096371813368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065096371813368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4948,"eligible_count":122,"excluded_count":18,"feature_sha256":"5812f4b8ebc2c118711865c9815070839e217aff1801266d46a41b241d057bdd","formula_version":"titan-u-contract-v1","latency_ms":25.36870899999144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317630384800345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoBench_1376","prompt_sha256":"5ea655ad93dee26b28ec0373512b53b937ed7e1d6e76ada3d8c73d496958e418","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618772},"components":{"alpha":1.0,"bonus":1.0636376262618772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec0a241e3de3140f08e6f962fa63948592bfe135093e89aee07a8b071c7821be","formula_version":"titan-u-contract-v1","latency_ms":22.81112500000404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_65","prompt_sha256":"79e740a2e395d2740a3e6af549925b8bc1b813ef37d3950b70bc53a37e03f637","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636013262731485},"components":{"alpha":1.0,"bonus":1.0636013262731485,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636013262731485,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4562,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec7afeed5615feae79423554be84bf0ac1288da2b7d7334c66ec8e43145b9e96","formula_version":"titan-u-contract-v1","latency_ms":23.069916999986617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030267992939815,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_161","prompt_sha256":"ea8aa3aadf9130273e44ddc561c9f78a3fa7d85cc093848af8acecb1043d2c82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188745},"components":{"alpha":1.0,"bonus":1.0642443365188745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"46c7935335be7123cea348bc747ea3e5953808bd57dca6c8ff4a762e6fa44006","formula_version":"titan-u-contract-v1","latency_ms":22.86204200001407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030911003185541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_227","prompt_sha256":"95a7091fcdec6da1956cb94848cde3cfc59c90dbd567e75719af904b779f4551","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"630f014c253e4aab74360ee865970326cfcaa64aa3d6abc48d58113a9168ea66","formula_version":"titan-u-contract-v1","latency_ms":23.283957999979066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_277","prompt_sha256":"3103d2f5612af557228312f41d2f46bb4893327b1e082901903ea24d1f6ffb9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541527},"components":{"alpha":1.0,"bonus":1.0636644354541527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e20825745c6e9e3874d8943f466fe7c0be815b33cdaf01069fde20859e49f57","formula_version":"titan-u-contract-v1","latency_ms":25.999124999998457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_406","prompt_sha256":"e939203ce22a98842691f4bab98b5490865ae1a0afed6716563215da6c31be84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063678115226829},"components":{"alpha":1.0,"bonus":1.063678115226829,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063678115226829,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"09c1861ed9b2c67f7420c19cc26b14da87e44266600bc51cdfd20de98c8b2a98","formula_version":"titan-u-contract-v1","latency_ms":23.010708000015256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_430","prompt_sha256":"fdb7c0e9d8da50797722ef49c5f32ccaebe0d0f47fdfbefeea3a586074a2f755","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065990164706035},"components":{"alpha":1.0,"bonus":1.065990164706035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065990164706035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5097,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc7784293a5b4cb39e65275c63a302d6a1b168d66e740863161d0b4a43701d3b","formula_version":"titan-u-contract-v1","latency_ms":34.787999999991825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326568313727016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_491","prompt_sha256":"6de01b06a15e1c7cc5a858ad7481e35cc7c0c56e504a8934be91140f7ece7cdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"34dbcc81742feae4585f0b10615a8700252950680d2dfd78c3e76f56b280a8a9","formula_version":"titan-u-contract-v1","latency_ms":26.12558399999898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_120","prompt_sha256":"ed811358c278e47b481e3beefcf8a1d784b8d9ec9300750a9736f8dae44cae9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"b796c995dfeca789a6849f73902468541c0aa6f2e86a902759819684e37d54f3","formula_version":"titan-u-contract-v1","latency_ms":26.29812499998252,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_74","prompt_sha256":"fe34ce31b9e21476a2540fd000100abe1e61d6788d915fa41feee5a0d0bbdc2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456183},"components":{"alpha":1.0,"bonus":1.0639763309456183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"77ca06403c16887ea0cc3dd8a576e13a2aeb9f7badeafc91976a06318cd14926","formula_version":"titan-u-contract-v1","latency_ms":24.2934589999777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306429976122848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_213","prompt_sha256":"12e0b751cb451500a66521b3b4fc8beec3fba97924c35af1e968f014078885db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"bde00d00c50dcdf78c268790bfe4f7c132e691dc70d6ce43ca619fec77df8844","formula_version":"titan-u-contract-v1","latency_ms":22.11162500000796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_99","prompt_sha256":"a6e3133c6d628f4617dfbaed8c219afcebb6699df71443a3cdaf95b3cc976f58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3ebb137a590c6d2e02777d3858965440f9bd82473f0ea2f4164871ea7cb1ee2","formula_version":"titan-u-contract-v1","latency_ms":24.50254100000393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_139","prompt_sha256":"2d1740dcce5168c807ac6c3a88775210263b8e78e2f68307ef90d5ab6c2467e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950498},"components":{"alpha":1.0,"bonus":1.0640944506950498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ec562bf7e4787fe99bc07c7ee47f23c690973fe149b040bea909a93ecc596d6","formula_version":"titan-u-contract-v1","latency_ms":27.53924999998958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_126","prompt_sha256":"9ed79829526f424fbe8bbe61f0ad74a0bc22c2db4a62080f349039a1226a62c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065800403452729},"components":{"alpha":1.0,"bonus":1.065800403452729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065800403452729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5096,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba6d63a6dd1587d166de2634150ee46a8d2137ad70a12c16f1333f40e2540abf","formula_version":"titan-u-contract-v1","latency_ms":25.630000000006703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324670701193956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_360","prompt_sha256":"c27bdb61792d30c60bd3250c1ff04ce1d27620568797e3d4db20ffae78f6e34e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065012103804459},"components":{"alpha":1.0,"bonus":1.065012103804459,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065012103804459,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4945,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b41a59c304e024d4fbaff0daa8a1e44ba59471ff5146b00a4f5569741db4afa","formula_version":"titan-u-contract-v1","latency_ms":24.53450000001567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316787704711257,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_13","prompt_sha256":"1da1966a302d02e640a600ad4968c08a1d8f04bea387e73898877e03bd07b361","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648641381943988},"components":{"alpha":1.0,"bonus":1.0648641381943988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648641381943988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4896,"eligible_count":122,"excluded_count":18,"feature_sha256":"65b4bc1aebb87da803ddda0f537dce90071635ce78686ae2f76db455100aeb4c","formula_version":"titan-u-contract-v1","latency_ms":23.38291600000275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_229","prompt_sha256":"5cefa0691585590f69e20001d2557dccfa624ecd914f68e109b26195164d2416","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876618},"components":{"alpha":1.0,"bonus":1.0638218835876618,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876618,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"84b54344e5b7e8615f1cd63ae9c05d34ef55688aad7ceb0dfb47d066d20d861f","formula_version":"titan-u-contract-v1","latency_ms":24.88308300002018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543284,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_45","prompt_sha256":"2d4d25b4ef34ce6149e719210d3c2bf27c8395f6c0d217a50d93d4c61567b558","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662735966029075},"components":{"alpha":1.0,"bonus":1.0662735966029075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662735966029075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5189,"eligible_count":122,"excluded_count":18,"feature_sha256":"2692933254a1ce6e1a76cae90d6d29881bf58a48aab90b6f65be040cffed8f68","formula_version":"titan-u-contract-v1","latency_ms":23.702624999998534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032940263269574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_105","prompt_sha256":"92fff845d2d66315a490b62351d833744e7b72f3a032e67badf2b9d5d7c21bdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651284546945499},"components":{"alpha":1.0,"bonus":1.0651284546945499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651284546945499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"5afd0d3dd15ded90f69cb86a0277a92552b82d7c8c4e2b775b267d7cd353a6f9","formula_version":"titan-u-contract-v1","latency_ms":25.357833000015262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317951213612164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_398","prompt_sha256":"979cd368b7a60ee243e2fef5d55ceeece3546679eb230f6b618e67d9d802f79f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942019},"components":{"alpha":1.0,"bonus":1.0642563277942019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"b288c0f9f1e4c5913f5de0b2721adf793d0dde4d3d09c2521e6d1ab7dbecf15c","formula_version":"titan-u-contract-v1","latency_ms":25.819957999999588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_314","prompt_sha256":"907e0949c86e80128087d18a5ab549fd2212a0da091d0b07a66698ffafb22aa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"2129c7c7028375becd09c1f5f82e15c2a95416ad84f7ed24b6363f74ecb37cb5","formula_version":"titan-u-contract-v1","latency_ms":28.04324999999608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_353","prompt_sha256":"b5617519437139777e208165aa2d036420b2510b5074c1386642776002e1b72d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466213},"components":{"alpha":1.0,"bonus":1.0645011155466213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4844,"eligible_count":122,"excluded_count":18,"feature_sha256":"337a66e9bfc5b8c8da9d3fa0c76e0f889a0c38eddea579759f6787be7a60652d","formula_version":"titan-u-contract-v1","latency_ms":27.232458000014503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311677822132879,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_389","prompt_sha256":"e92d31f8a5e4c9244365303846499bcd88fcbc3f1d0779341e30d1b227b9273d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645684314840917},"components":{"alpha":1.0,"bonus":1.0645684314840917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645684314840917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d6b2d4a3dc66632f110144eca3f702b0ad50d31e6451ecd7bc0ca0477501d6a","formula_version":"titan-u-contract-v1","latency_ms":22.335167000022693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312350981507583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_320","prompt_sha256":"0ad6966c23a22ddcd2e26f00ef74d0977e8794202867ca10d866675fe7a6bdeb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4755,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d1cfd2b763e21d41e79f6d7af9eb426b87c74ea1812b599956b8662f4dcca60","formula_version":"titan-u-contract-v1","latency_ms":32.35525000002326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_111","prompt_sha256":"d97c02cf13edefcbe1e3d4316427ba68e21767076eb3b75a8edce072854da3e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"acc65fdc0d0baae5dd2920f2ba6231b32ad3c42d99f7aa6f21ceaac8d2161c35","formula_version":"titan-u-contract-v1","latency_ms":30.224666999998817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_72","prompt_sha256":"8336f21645ee26abc0b5ed16626305dd77d173a9fbc54057d0efc528ebecab5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649603865872195},"components":{"alpha":1.0,"bonus":1.0649603865872195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649603865872195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4933,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd025968ab08860ed4f5c4b9cf43d11a395ee394f672ea7090b2e923007ebce9","formula_version":"titan-u-contract-v1","latency_ms":51.69004100000052,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031627053253886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_467","prompt_sha256":"e71d4d32616951f8c65b7fce0a91c43b2d1bc8cbcd220df1d2d4cefc9f8898fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858676},"components":{"alpha":1.0,"bonus":1.0644268153858676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"111621bf93123a2309ca6a357914396eb0c67d9b670d4fd05ee53053919abdc8","formula_version":"titan-u-contract-v1","latency_ms":49.00391699999318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310934820525341,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_362","prompt_sha256":"44131db5ebf812ecab6ec4bc888e1b893589a7bca331dd1b96c65f7435acabfc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064113043953742},"components":{"alpha":1.0,"bonus":1.064113043953742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064113043953742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ec84b264ce96129b868492e9b5de585a0180fad15863da6496990a13b88d544","formula_version":"titan-u-contract-v1","latency_ms":60.97308299999327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307797106204086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_135","prompt_sha256":"53d236ffb1fbdcf817c9bf44fe3e66a513fa8d8870eb41c1863ea59ff46c3078","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646795622686198},"components":{"alpha":1.0,"bonus":1.0646795622686198,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646795622686198,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b1d86f070c02b0ab2a7db8be06f6b01d02472d985777fd627d8bcc205550848","formula_version":"titan-u-contract-v1","latency_ms":33.86666699998386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313462289352864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_302","prompt_sha256":"648a0dbc8c08654caa90c5ef257bb4bb34495596f79e7fd3be291bcca48c8322","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"5873ec6fc5c1be0013b5bbdfcb589f6b68909610a5a3e1ea7e4a95f984c819f8","formula_version":"titan-u-contract-v1","latency_ms":34.690707999999404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_1","prompt_sha256":"1601325e5207d1944d06a84c5b81f77596f3c1dc8451da9d0b9c8afe7403dd6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"6db4b4119aef8cbefb374a411129b7a0b28642fd1de757f20b92e69357a54e20","formula_version":"titan-u-contract-v1","latency_ms":29.37512500000139,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_307","prompt_sha256":"edcf1d19238fdf10b84d39bf6d2ab5899ed7706df96c32e86a5a1c2406efb949","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128795},"components":{"alpha":1.0,"bonus":1.0638312579128795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"a77ab6d209e55b64e1ff3f6aa24ec9302a1477b715d97bc1c9d9b991c53908fc","formula_version":"titan-u-contract-v1","latency_ms":27.25162499999101,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030497924579546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_186","prompt_sha256":"1c9a9a65a5bf9124afd53069967a0f508d11063d42710388d7e5fe0a67380343","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064572977770899},"components":{"alpha":1.0,"bonus":1.064572977770899,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064572977770899,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"35573633eb84f49e9a21337a1b9d591518fc77bf1f05791f4f2029a186f023a6","formula_version":"titan-u-contract-v1","latency_ms":30.130165999992187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312396444375656,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_202","prompt_sha256":"77f6688d572ccffa6ae6a7668ed4cfd78343a082d1b0a31a0c9605bf05c00450","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064874145292532},"components":{"alpha":1.0,"bonus":1.064874145292532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064874145292532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4898,"eligible_count":122,"excluded_count":18,"feature_sha256":"10f8f81701d28419575ead53f12cf9076797cafa3257ddca29bf8797344790ae","formula_version":"titan-u-contract-v1","latency_ms":27.316166000019848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_138","prompt_sha256":"3c052f2b8a3d84324a99ef7bd4525cacddcd5576bd0d8b333d89736ec6ca7be7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064065082595985},"components":{"alpha":1.0,"bonus":1.064065082595985,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064065082595985,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"7295f6755a82ee7286d58a96920ec85318425f634d80c6d4c9006e64cfa0f473","formula_version":"titan-u-contract-v1","latency_ms":24.98495799997613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_284","prompt_sha256":"ca6b131f418ca66c04621667fa4e8767fbbe41d07bac3df8d420861091656534","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064329659926848},"components":{"alpha":1.0,"bonus":1.064329659926848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064329659926848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"f77bd6e1465e6c3720a3777f84bec15a2d6a19e4a7531cead5c476c458b473eb","formula_version":"titan-u-contract-v1","latency_ms":22.220708000020295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309963265935145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_481","prompt_sha256":"a67a18352f7a931ae1ff5c541ff522428fd4667ba6b85000aaf220f3c6b2134b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"28db41f2675bbf0c17ab54d846df4e046aef8aa0045fa4ef24f6c29d905d8e51","formula_version":"titan-u-contract-v1","latency_ms":22.464332999987846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_492","prompt_sha256":"dcaff487829998d079a68be03716eca4034a27be2f0fef150fbee83bdcdad891","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664667},"components":{"alpha":1.0,"bonus":1.0643008598664667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bd8bdcd92f069c0b408bb0a3af9260049414a9646256be909b01676b6a8b9c2","formula_version":"titan-u-contract-v1","latency_ms":27.735333000009632,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309675265331333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_25","prompt_sha256":"3147ac6d15d2a011338cbda7f963130a816f810a309ff86116f2bd549f20af47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642603395375116},"components":{"alpha":1.0,"bonus":1.0642603395375116,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642603395375116,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4763,"eligible_count":122,"excluded_count":18,"feature_sha256":"b448f297c21464fe2117e18e49836ce21dcda1ef10a974c4f45a9e6056405f9a","formula_version":"titan-u-contract-v1","latency_ms":23.484916999990446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309270062041782,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_482","prompt_sha256":"5cc035b647529479f5e61cb4d79e8e790281f09e27667a3410dbc3622ff2f3d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"e23b5e931473fbd111fa60ba8af6b4f7db8e77494bcb4699ea2fa7e3ec680b7e","formula_version":"titan-u-contract-v1","latency_ms":23.55229199997666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_232","prompt_sha256":"b7542e7f39984ae097ca7e8a16f9e31b3d35f2b996bd9deccde6727cc82f7ce0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065599248222567},"components":{"alpha":1.0,"bonus":1.065599248222567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065599248222567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"588c276274d430c09bdfb8d00d3bbda937db2e4c0b2478eb3bd8fa8e5ecedaa9","formula_version":"titan-u-contract-v1","latency_ms":23.633041000010735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322659148892335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_251","prompt_sha256":"b2d51aba3860552afa4b5e6f6ea4ac656ea30dd5f75a1e588a588f27340f7de6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946308},"components":{"alpha":1.0,"bonus":1.0639119441946308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"8517b31ea3dc33f4cd041da679685218caf1aafebff61245ed8870d6dfb4462d","formula_version":"titan-u-contract-v1","latency_ms":27.215041000005158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_46","prompt_sha256":"5556209248cc99d4860e7e7f42b1ab1cbd75db89edc1cc34c0f37941c5b42334","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064272418720883},"components":{"alpha":1.0,"bonus":1.064272418720883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064272418720883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4765,"eligible_count":122,"excluded_count":18,"feature_sha256":"e576be5c929ce09a1eca1df15a3fc4c7085979eb2143eea008a7ac7480052ce3","formula_version":"titan-u-contract-v1","latency_ms":24.15600000000495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_197","prompt_sha256":"fe104e572f8aa09b11f134c680aecede533e0fa7a7b2b557b6a4e3b930ac3e04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"f14544139b955d9f3e69a578849e48d0f99a5223bf66b940d388101857ef1f49","formula_version":"titan-u-contract-v1","latency_ms":26.991332999983797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_76","prompt_sha256":"1a08b061da1f5fd9263e5f477a5a76197fdcffd064e1f84e5c0787eef5e2ce1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861759},"components":{"alpha":1.0,"bonus":1.0640042329861759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e4b781bd24b45d958c4c512fe722913e1cf494846b40ba96e8d4f388be0bf73","formula_version":"titan-u-contract-v1","latency_ms":25.054707999998982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_377","prompt_sha256":"198ee6e7bd4aaeb59c86f4702ebeb2009fecdcd49edfc9b879ec79309bf54940","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766037},"components":{"alpha":1.0,"bonus":1.0642523233766037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"870af2db45c0de7525a25cd6aea4e14cfdf171d62a23c3dc8445d44491dc729c","formula_version":"titan-u-contract-v1","latency_ms":23.593417000000727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_26","prompt_sha256":"22a72a3f968cd881d2da8b4717bf1a5e8b3ef53c604c042dc522af1adc4a3dac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"0dfda03a2cb859ec1a7466fa095eed2f4ca8e28c6eae8ff444f27953e74ace89","formula_version":"titan-u-contract-v1","latency_ms":23.15716600000428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_464","prompt_sha256":"83dca4a2f44c1e43ce7e6e3c6901d13f8149e9ee3375643dfcc5e38bd3312a13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"78d91479141553ed3b0bd1448bcd50c651f05013f9e54171b8c19a8cff78f2a8","formula_version":"titan-u-contract-v1","latency_ms":22.58516699998836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_435","prompt_sha256":"405807f743a1f10941478d3b121d3f8e556a11a083055e8a7fc55a7049712a89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064065082595985},"components":{"alpha":1.0,"bonus":1.064065082595985,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064065082595985,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"807c6a2d83ea1483e0524701ae3e5af9b918e513fa8573e44012607e865b8239","formula_version":"titan-u-contract-v1","latency_ms":23.125499999991916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_495","prompt_sha256":"ba239de990be3f2fc21d4206c347d13b49a3ab0c2c82d55ded72bdd03e5a919b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f21d10cfe04019c4f4e2a8eeedb112d6b0b2a811020123b1a2a9040d93e405f","formula_version":"titan-u-contract-v1","latency_ms":22.990082999996275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MATH_223","prompt_sha256":"69dad7277fe9481054fa67357ba3ef3a224dcf82ea12b06f18b4ca61a42f9a41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"525ce41cf888f73fc2c7a03a150a7186d83edbfa9053b33faa9c19d3ecf51f8d","formula_version":"titan-u-contract-v1","latency_ms":22.697291000014275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2838","prompt_sha256":"6c310be8cc113a76ee23bf7f24d59e9d667144cb756151febe49b729631f5ef2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720203472882406},"components":{"alpha":1.0,"bonus":1.0720203472882406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720203472882406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5787,"eligible_count":122,"excluded_count":18,"feature_sha256":"a543103e0ad891ca6fa1a728ec2d53a278f549ef5a769ea3b5aa7e3c420f0fc8","formula_version":"titan-u-contract-v1","latency_ms":24.464917000017294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386870139549071,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2907","prompt_sha256":"e4419378185d39b434205a724c385c0276a8f303389f6db0618475c416d2bb24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653490625142525},"components":{"alpha":1.0,"bonus":1.0653490625142525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653490625142525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4999,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb0037fd04dcecc1686ff90b88192616b0ee2e21c355468e4dddb6685e78f3ca","formula_version":"titan-u-contract-v1","latency_ms":23.040374999993674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032015729180919,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3307","prompt_sha256":"a1e79efc774827a74d4f978f4aa29c9667714235f2df56ae3f2b924d18c1b0a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478199},"components":{"alpha":1.0,"bonus":1.0646096115478199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"056004c16c67f7fe1ac7162be503e1ee2959cebe7016171dbf226d6b15aa48fc","formula_version":"titan-u-contract-v1","latency_ms":21.58095799998705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2676","prompt_sha256":"a919c67f36b5edd380c12b298cff06042cfc330564ddf4f4407ebf8a91ca0238","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705031527277253},"components":{"alpha":1.0,"bonus":1.0705031527277253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705031527277253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5643,"eligible_count":122,"excluded_count":18,"feature_sha256":"97b45be171f77ed58b2ed12f700b9644eccb46b86293b2c04a463ccc2c3d1dd8","formula_version":"titan-u-contract-v1","latency_ms":25.174084000013863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037169819394392,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3106","prompt_sha256":"3416022394ef85b2bb5f81f7d258215e642180e3ebdd1cbfe3402947be2614f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676776},"components":{"alpha":1.0,"bonus":1.0651123803676776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"f675d3d63fffbec1b97408067a9b4439986fbd5881561c9ccbbf2c0a84a5208d","formula_version":"titan-u-contract-v1","latency_ms":25.07445800000596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317790470343442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2665","prompt_sha256":"86c945d0930afa05afcd9b1a4886e9807da6b5fa6ae474d58ab9893796306720","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674385228199326},"components":{"alpha":1.0,"bonus":1.0674385228199326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674385228199326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5307,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e802843864c650958759b2aa1510867f66f64ef67f71c4046f2debe0ec73cff","formula_version":"titan-u-contract-v1","latency_ms":24.38766699998496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341051894865991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2638","prompt_sha256":"538a490802b056c7baf332704a799fb1b932245d102c88ed5c6e244bc42531de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686788316947706},"components":{"alpha":1.0,"bonus":1.0686788316947706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686788316947706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5454,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cd19666b17efac3fd25bae25b64e43ea1f7b51c47235a5de02c428f35c0fda6","formula_version":"titan-u-contract-v1","latency_ms":23.59916699998621,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353454983614372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3055","prompt_sha256":"010c7a98dcc67a8b28f35b145810bca060e698f3839ba6b800e1fe20088e7711","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066430729114648},"components":{"alpha":1.0,"bonus":1.066430729114648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066430729114648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5169,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e76d2d0796679f838afeaa3fb0dd5faecb5fbfe9b7e9f3f0967d0997a67619e","formula_version":"titan-u-contract-v1","latency_ms":23.739959000010913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330973957813145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3138","prompt_sha256":"a3cfcba3d5fd230788cc445d5b88ca33bbb6f8815dae69d96a38d5215f9c4503","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737398173265718},"components":{"alpha":1.0,"bonus":1.0737398173265718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737398173265718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5928,"eligible_count":122,"excluded_count":18,"feature_sha256":"32857978959694f11974f6f0ef28cba3b428819791cb9f550265eaf58d9cbb89","formula_version":"titan-u-contract-v1","latency_ms":24.779208999973434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0404064839932383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2701","prompt_sha256":"579e525746b5cda498f17bb608f9dea4c70a1926b3dcd60392548b0c9f8a0932","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065411778521572},"components":{"alpha":1.0,"bonus":1.065411778521572,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065411778521572,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5008,"eligible_count":122,"excluded_count":18,"feature_sha256":"019ebea978605b79c3835455516bcdac2a1fa81b61c5887420d28a1a2dff85d8","formula_version":"titan-u-contract-v1","latency_ms":22.058458999993036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320784451882385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2787","prompt_sha256":"519804674cfdf6013511a9fe1b6bf0d84e9ad40cb7589aca788f1c15d0ae4870","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674622688004012},"components":{"alpha":1.0,"bonus":1.0674622688004012,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674622688004012,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5310,"eligible_count":122,"excluded_count":18,"feature_sha256":"6828f92f372ddb8ebb07df74ca23213df7daeb4020ca548c0a716e1f127ea8bb","formula_version":"titan-u-contract-v1","latency_ms":25.52174999999579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341289354670677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2709","prompt_sha256":"03f37e2a57e373a5d79edfbfeba24788eaf103760cb65e12a577ac5b1aea7bdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"85b57b69cf1f9b0396f6c06e1aadf7a230ecc14acf8e44cc80944120cd2806ae","formula_version":"titan-u-contract-v1","latency_ms":23.475499999989324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3031","prompt_sha256":"3310a6f99760a68f48e7d2c80468d062a135edb919401bd187d4bd8bdf8bcea6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643630137316873},"components":{"alpha":1.0,"bonus":1.0643630137316873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643630137316873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"5906ea4dc4170260148cc9a87810242de50d3e39e2b0c2ac6847e68246c6e63f","formula_version":"titan-u-contract-v1","latency_ms":28.350875000000997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310296803983539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3246","prompt_sha256":"5acf49941b99d98cd55f0618238d62c65992d8d3ac65838ed7ac063996619dc7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261797},"components":{"alpha":1.0,"bonus":1.0643504511261797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"eea138f30adb7614c5a0e80163eff6b0cae5fbadb36aaec4e2fc18d8ee04a729","formula_version":"titan-u-contract-v1","latency_ms":27.545916999997644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310171177928462,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3137","prompt_sha256":"8f995967d99fed22431610190c12a2e90c024580c1aa0903ac6320079e218942","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672896492107942},"components":{"alpha":1.0,"bonus":1.0672896492107942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672896492107942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5288,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd54cc47f4ae140f265f9392d75a6b2e9a878ae667d2f13b4c981b757a197308","formula_version":"titan-u-contract-v1","latency_ms":28.826166000015974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339563158774607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2739","prompt_sha256":"9a0029b1d339a68d6b24c94521f0a23a1494db6eb345b7a8e75af7d0241c4549","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701357974575005},"components":{"alpha":1.0,"bonus":1.0701357974575005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701357974575005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5607,"eligible_count":122,"excluded_count":18,"feature_sha256":"7bf6a5642520e16780470e32bf37de01091c12ad9c1b0858093f4107a947b0c1","formula_version":"titan-u-contract-v1","latency_ms":26.740499999988288,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036802464124167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2763","prompt_sha256":"82257b438fe8a2af740d90f1f8714073961ec802333023fd7eefcdefc8e1e6c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711792567072984},"components":{"alpha":1.0,"bonus":1.0711792567072984,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711792567072984,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5707,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c23db0e1a71eb28812a32ddab6eae9b345e1fb8ba457576530f966dfa72b407","formula_version":"titan-u-contract-v1","latency_ms":29.911166000005096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037845923373965,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3323","prompt_sha256":"9a934909d7f004fdf9a7bfcfa14601d9d3bef24398426c122de97a2d6d6d39c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064605006710235},"components":{"alpha":1.0,"bonus":1.064605006710235,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064605006710235,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4854,"eligible_count":122,"excluded_count":18,"feature_sha256":"28308073718ad5a41b01419436baceacf606b3dc8a0e4393fa4d9a279a7a34f6","formula_version":"titan-u-contract-v1","latency_ms":25.000041999987843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3205","prompt_sha256":"da7d2978fc8649c9e6e2dfd0946061d8f429878936020abb0e024dbdb4fdb433","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396684},"components":{"alpha":1.0,"bonus":1.0645548365396684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"791531616d60270e82977d8d77561bdec7e2d298d88021300532580fb16f65db","formula_version":"titan-u-contract-v1","latency_ms":23.868792000001804,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031221503206335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3247","prompt_sha256":"43b112487a0a490f93196cab5cf9d80067ae14ef734df70af68330b323e6bc9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064158415280593},"components":{"alpha":1.0,"bonus":1.064158415280593,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064158415280593,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b1cf76ac4295af9471607186d9da1d167280ba8401fabd937c2a03c8fbfd679","formula_version":"titan-u-contract-v1","latency_ms":26.344416999990017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472595,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3080","prompt_sha256":"354592f1da4c6eb5c08b80955a5e7c9b4a8e861a8434bf7aba169ac690a81456","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681707531160454},"components":{"alpha":1.0,"bonus":1.0681707531160454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681707531160454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5396,"eligible_count":122,"excluded_count":18,"feature_sha256":"f83c7a5fde2452dcffd8e5c0b31f3117136401033b7fee4e9adf2f3528117440","formula_version":"titan-u-contract-v1","latency_ms":30.150791000011168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034837419782712,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3067","prompt_sha256":"9bc57a703aa93c96f15393304608b5c90dd7e73f6ce6616b92d4d8b3c2f4e77e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699158991481525},"components":{"alpha":1.0,"bonus":1.0699158991481525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699158991481525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5585,"eligible_count":122,"excluded_count":18,"feature_sha256":"24cf7bc9a5dc32a8a7352f9d1bc9f6b3ac77c86f9010a6befb108d787d516dbf","formula_version":"titan-u-contract-v1","latency_ms":26.881083000006356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365825658148191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2733","prompt_sha256":"f4d97a9400ee5d1d3d5a0db790fda7df7a1ae3549fa7ea26eadf4631704f9b43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647080035448688},"components":{"alpha":1.0,"bonus":1.0647080035448688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647080035448688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4876,"eligible_count":122,"excluded_count":18,"feature_sha256":"dab8bd8efd908e2a27c6a7f4fa20ae2fab72bfb8c64a574433c72b4cd7aed07b","formula_version":"titan-u-contract-v1","latency_ms":26.973208000015347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313746702115354,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3151","prompt_sha256":"6663a2e3d95d754ca9a28db5b800f449207ce336e920df83fa6ab844b24f197d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067336378707528},"components":{"alpha":1.0,"bonus":1.067336378707528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067336378707528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5294,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a5c0516215458a662e05fd030a360823c744d561c0a04fa9cd9cdeee07d5e05","formula_version":"titan-u-contract-v1","latency_ms":22.713958999986517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340030453741946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2943","prompt_sha256":"6b89957baf9832ff9d85a7b7e54551192e1d4e62ac2cb2c4b7a557039e84b7f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680602159990793},"components":{"alpha":1.0,"bonus":1.0680602159990793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680602159990793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5383,"eligible_count":122,"excluded_count":18,"feature_sha256":"d24d517bcbaa1257fd97a1168ffaeff4fbb9c6506c3d67956c1b8427d854e5ae","formula_version":"titan-u-contract-v1","latency_ms":24.239166000000978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347268826657459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3314","prompt_sha256":"b3d0379e6b24997b9e1920eee2e439cb531ed49a807d622c736a2b670c06dcec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664169124924827},"components":{"alpha":1.0,"bonus":1.0664169124924827,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664169124924827,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5169,"eligible_count":122,"excluded_count":18,"feature_sha256":"18cc27f0b1f1df770ba55e87cb263230bebd83a761edbb0a0bc7eb5e2da08cab","formula_version":"titan-u-contract-v1","latency_ms":24.02420800001437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330835791591493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2694","prompt_sha256":"6c5644f269c870aa8d874f9baca1745a00d2825667d10860733d3a0868210b6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683693181667095},"components":{"alpha":1.0,"bonus":1.0683693181667095,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683693181667095,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5419,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f7acbbb966c4403b6021239494153d96406cd7baaab4160c379bdf66752cee1","formula_version":"titan-u-contract-v1","latency_ms":24.9924999999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035035984833376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3091","prompt_sha256":"c1322a74ff777915c164816f76131831aa89f82d9f78915cf9ca6cc1a0524766","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671053463986113},"components":{"alpha":1.0,"bonus":1.0671053463986113,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671053463986113,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5266,"eligible_count":122,"excluded_count":18,"feature_sha256":"81555779329bd8cabbfb3f5954d112f765b41b719d691da259a43e6397eb5711","formula_version":"titan-u-contract-v1","latency_ms":23.54433400000744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337720130652779,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2786","prompt_sha256":"f68c40020fb89e61f0c40922343236fc13d659fc13c614b633a18482300c49ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685539622838427},"components":{"alpha":1.0,"bonus":1.0685539622838427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685539622838427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5442,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f131d57fb1b9130797830145d1e9fb9efd4e8d5ad5bc26f6577dc253559cd33","formula_version":"titan-u-contract-v1","latency_ms":29.50291700000207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352206289505093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3135","prompt_sha256":"8695ae37a400838dbda5e57657a69a21d5c00fac5665541efec63331378b9bef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701660538498226},"components":{"alpha":1.0,"bonus":1.0701660538498226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701660538498226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5609,"eligible_count":122,"excluded_count":18,"feature_sha256":"e916afcfd499fbbc86051e21ae6c5498ecda1c8e54c238f68e64f3af947b6bcb","formula_version":"titan-u-contract-v1","latency_ms":28.464917000007972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368327205164891,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2702","prompt_sha256":"7c11f259d135f657a6761302676f4e589c74cb576eae5ee6ef2a985122304f18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693624012992506},"components":{"alpha":1.0,"bonus":1.0693624012992506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693624012992506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5528,"eligible_count":122,"excluded_count":18,"feature_sha256":"535b019673e7769e7cab039e4beae9f62bdc2db4429bce0bed6de0f6575d3052","formula_version":"titan-u-contract-v1","latency_ms":28.979958000007855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360290679659172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3264","prompt_sha256":"1cf23765932e06f3ee45674d33e39bf724dfe791243c1bae5f6479725b4bbdd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078020190557672},"components":{"alpha":1.0,"bonus":1.078020190557672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078020190557672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6245,"eligible_count":122,"excluded_count":18,"feature_sha256":"137a734fdc41f1b7963b089b20c57af795672b223f887f635ab70b526c57731d","formula_version":"titan-u-contract-v1","latency_ms":27.735124999992422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0446868572243386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3299","prompt_sha256":"a82229160ab23a00ec89951c637d59bb5306f95f0fa8cccf38327e5edd68780f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721683672877593},"components":{"alpha":1.0,"bonus":1.0721683672877593,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721683672877593,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5800,"eligible_count":122,"excluded_count":18,"feature_sha256":"799080143ccd45678de90eac8fa10238ec73811a4b3b6b261e4c2f1d93862069","formula_version":"titan-u-contract-v1","latency_ms":27.595166999986986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038835033954426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3066","prompt_sha256":"0db5e0e77e85c099a5dcec47aa8554a56dbdbc4f56bf62bf36c95aa41769da22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743166759910692},"components":{"alpha":1.0,"bonus":1.0743166759910692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743166759910692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5974,"eligible_count":122,"excluded_count":18,"feature_sha256":"68bf8ec1540918bdf225418c91ed8c9120af926e14c3931de4feb81d06a21124","formula_version":"titan-u-contract-v1","latency_ms":24.966915999982575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409833426577357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2904","prompt_sha256":"a19440577d543741bb2418e50fdc24bfdebdb2b355cfbf36cda02e36ae2b50c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681195838072157},"components":{"alpha":1.0,"bonus":1.0681195838072157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681195838072157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5390,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0f3ec2d496957bbfcf1a08208955ddaa5c5b2863bee3c73404efe3eb59d2306","formula_version":"titan-u-contract-v1","latency_ms":24.22520799999006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347862504738823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3182","prompt_sha256":"1feaa0db4e1a724f7ce1ddf259088573a09106d8576c70c075809bfdd2b099cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274386},"components":{"alpha":1.0,"bonus":1.0700254122274386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5596,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce9738d91c657f5ddacb26f0a36f2885815a33f2de70a7987de4ffe06c1a5f2b","formula_version":"titan-u-contract-v1","latency_ms":25.113290999996707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366920788941052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2784","prompt_sha256":"37c2ce231b00c583e0c87737cde2d088491082b9e30c70e0010b968b7b403242","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074986922158823},"components":{"alpha":1.0,"bonus":1.074986922158823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074986922158823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6026,"eligible_count":122,"excluded_count":18,"feature_sha256":"b33d3199edb73d5eed8d0353cd8ac9ea72dd7480a0dbca3ff11339fefad1c4db","formula_version":"titan-u-contract-v1","latency_ms":23.606459000006907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416535888254896,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3099","prompt_sha256":"4c7c74bb702a6769886c4faab297975243a4e328fdc23906e5cce322a7d46547","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673598415014498},"components":{"alpha":1.0,"bonus":1.0673598415014498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673598415014498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5297,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ceb70fc3d6342fb65f0b771e2f9efa212146db6e38a99db2793c7aef70a1f61","formula_version":"titan-u-contract-v1","latency_ms":24.957625000013195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340265081681164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3155","prompt_sha256":"7f57364c7570250c1a1ade847f04a6a7f359cfae688023452b96bef52fd0803c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0780348186920958},"components":{"alpha":1.0,"bonus":1.0780348186920958,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0780348186920958,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6246,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6c13911d1991ada258292825e5f3ac1ac0edf1f1ac19969426a75cb665df77f","formula_version":"titan-u-contract-v1","latency_ms":26.639416000023175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447014853587624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3153","prompt_sha256":"f5c18d898a3139b883edb5df71b635e872f4dec2513f2f6856cd69cc46c510d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683955004175658},"components":{"alpha":1.0,"bonus":1.0683955004175658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683955004175658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5422,"eligible_count":122,"excluded_count":18,"feature_sha256":"25a83ede080cf45a43157fcf05923a8048a553ebdc60e425a60c2d20dcfe8860","formula_version":"titan-u-contract-v1","latency_ms":27.15991699997744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350621670842324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3220","prompt_sha256":"af5d84e1279346bd65fecfe53c581487feeab087923de15cc5ce433ba50a8103","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070206496575544},"components":{"alpha":1.0,"bonus":1.070206496575544,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070206496575544,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5614,"eligible_count":122,"excluded_count":18,"feature_sha256":"27c3a31609ef1a68f4786e3651f92a01d6d58c6e244e834f8faf643487489775","formula_version":"titan-u-contract-v1","latency_ms":24.818667000005235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368731632422106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2695","prompt_sha256":"b2e39c90ae6ea0d1c48719d71dc12e561913ed99192db6d8e9276e6f9a989fdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745721859477382},"components":{"alpha":1.0,"bonus":1.0745721859477382,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745721859477382,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5994,"eligible_count":122,"excluded_count":18,"feature_sha256":"2675fb7014351dd84dfb1a3dd8ca078de6cce38d11462d9e12f9bc9cf63e3184","formula_version":"titan-u-contract-v1","latency_ms":26.497583999997687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412388526144047,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3039","prompt_sha256":"6342259dc1f9282df41471934ccc067a22992c9a730db03cd7993504572ac82c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723291275594913},"components":{"alpha":1.0,"bonus":1.0723291275594913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723291275594913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5810,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccaa00bd33bf2000e4823f7a35b3ad0c634ed4b5de55e063ac474fe851a9f670","formula_version":"titan-u-contract-v1","latency_ms":25.761458000005177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389957942261578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3171","prompt_sha256":"7cadda0fa4e61565c5014734f05c414a6a2cfc6e20bced3a4339300f0a6333fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675338987591916},"components":{"alpha":1.0,"bonus":1.0675338987591916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675338987591916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5319,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd9d3ad3f5c4faadcab4588109ec833556f32638963c54af4fa7d49161cd3d4a","formula_version":"titan-u-contract-v1","latency_ms":25.847166000005473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342005654258581,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2773","prompt_sha256":"134cad996641cc1b6f2376aa39a4c27a691095a4a0313c55a44695160ab50b21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696410758988268},"components":{"alpha":1.0,"bonus":1.0696410758988268,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696410758988268,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5557,"eligible_count":122,"excluded_count":18,"feature_sha256":"10d4f0f38226b0b66ca857f0ba6f56d4f38f10e340b0a740bf36f1a87b93a241","formula_version":"titan-u-contract-v1","latency_ms":27.943415999999388,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363077425654934,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2727","prompt_sha256":"4c7dd85ea21642ba044b7794445314bef2e3d95587902d20ab9356bbf6589802","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069496175922336},"components":{"alpha":1.0,"bonus":1.069496175922336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069496175922336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5542,"eligible_count":122,"excluded_count":18,"feature_sha256":"be43e036534110fa7e09e63eb918b0578e80486df3cbc0ef632e64fd73aa3090","formula_version":"titan-u-contract-v1","latency_ms":26.192583000010927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361628425890026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3316","prompt_sha256":"d6a8fef1125bf561aada4f584e98071708f2207015661804600d8ae3d0f86159","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690526764383503},"components":{"alpha":1.0,"bonus":1.0690526764383503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690526764383503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5495,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3f4077a1d39dd43da24dd701a16c0958ccd79b80d5e976ba0a4160342c1f806","formula_version":"titan-u-contract-v1","latency_ms":25.054334000003564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035719343105017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3033","prompt_sha256":"e3b928dd6b644d1f49eeef99d49d9bbd6bf2466c9f29307fb2ca8b6c788a0a11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680686753727495},"components":{"alpha":1.0,"bonus":1.0680686753727495,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680686753727495,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5378,"eligible_count":122,"excluded_count":18,"feature_sha256":"c50711bc950afde92f5c56022c12143043865ece9e2e3843575f9e7238cd7ff6","formula_version":"titan-u-contract-v1","latency_ms":31.111999999978934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034735342039416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3025","prompt_sha256":"afcb03347e64cdd3e6a3517deb833fff67156843f2eb9be02149aa5751922a34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687057739387396},"components":{"alpha":1.0,"bonus":1.0687057739387396,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687057739387396,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5457,"eligible_count":122,"excluded_count":18,"feature_sha256":"68e99f3c97e29b551cda2c5be838e75a6ee903d64d9bedcf00531a1527321243","formula_version":"titan-u-contract-v1","latency_ms":27.54212499999653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353724406054061,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2780","prompt_sha256":"c9b36346eaab85eec79a7fb1278f2bbe742031df637e19934145fc6ccdd7227b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743039752556072},"components":{"alpha":1.0,"bonus":1.0743039752556072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743039752556072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5973,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3a4a507e4dadf757ee3de95956d4337a4b028a6074efc12a06956d99ed4b0c2","formula_version":"titan-u-contract-v1","latency_ms":25.89545800000792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409706419222737,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3213","prompt_sha256":"90b007c0826cf17570cd2957c380c88b314916982622d5ad0c741cf5fe685cdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697483677540713},"components":{"alpha":1.0,"bonus":1.0697483677540713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697483677540713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5568,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5b091edf145fdf1e55c0e090d1cfae40f2e8c5e24de2841e8411ed8498147e1","formula_version":"titan-u-contract-v1","latency_ms":28.712957999999844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036415034420738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3115","prompt_sha256":"575c2edc8de2b491535cd3e23a48789263c68b84cab43258247597cc3e82ac11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067752315760776},"components":{"alpha":1.0,"bonus":1.067752315760776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067752315760776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5346,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d287c24888617e3870075a79087df46cb5e5251702f9da95898c738abe4fe9a","formula_version":"titan-u-contract-v1","latency_ms":26.768000000004122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344189824274426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2885","prompt_sha256":"b1bbb3bff4e95f94528c76c6553aea0eb7affb155105aa0d601c8651e0ee0ab6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069258285565279},"components":{"alpha":1.0,"bonus":1.069258285565279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069258285565279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5517,"eligible_count":122,"excluded_count":18,"feature_sha256":"82ccac9c52263f18d56a360bee6567ec4797b983731e19c472b0fb6386146f4f","formula_version":"titan-u-contract-v1","latency_ms":24.68512500001907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359249522319456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2909","prompt_sha256":"00cb40db33b650d93926d7ac244cd7c4cf8129b2fe8e6c87f99ffd40e1584ee2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703694200193221},"components":{"alpha":1.0,"bonus":1.0703694200193221,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703694200193221,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5630,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e436adaeff6c12470d3a4fd6cdaaf9bdae1665344b71017e752b8708e152ea6","formula_version":"titan-u-contract-v1","latency_ms":25.819124999998166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370360866859887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3230","prompt_sha256":"7dfb4b7e36587bb81f6c6bde02c5ef1715e613da9173d25142073a9fe961a682","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069515402092228},"components":{"alpha":1.0,"bonus":1.069515402092228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069515402092228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5544,"eligible_count":122,"excluded_count":18,"feature_sha256":"66b120fa810cc57455c25e2fa0291f71c346640e6446b051485f06928cd17968","formula_version":"titan-u-contract-v1","latency_ms":24.313791999986734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361820687588945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2799","prompt_sha256":"5da16bd42075747c38c8d3c69ab57ae4fd3559623a874bb95e413177690dcc41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069582921049135},"components":{"alpha":1.0,"bonus":1.069582921049135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069582921049135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6a0e8be87ccb006fcff94bd08d5f5bad5cb1bca8da55cfcc134e6069455d9f6","formula_version":"titan-u-contract-v1","latency_ms":27.023791999994273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362495877158016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2728","prompt_sha256":"ac601dd1cda0fda190e1ab893c6c52b11486a155a3f7d80056e2bc062d511e71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0717949897251804},"components":{"alpha":1.0,"bonus":1.0717949897251804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0717949897251804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5763,"eligible_count":122,"excluded_count":18,"feature_sha256":"6951978ffa51155bd38fb8350ef36bc004e4bd697fe9b0b9d4fb7aef7ba6d5ab","formula_version":"titan-u-contract-v1","latency_ms":23.58758400001193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038461656391847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2994","prompt_sha256":"c7655c13dd895d2100db2341c430dfde4a43145ccfcab5fc4fa4d748402cf81c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06700726333048},"components":{"alpha":1.0,"bonus":1.06700726333048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06700726333048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5251,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8a75f4bdec04d510a10e243d2f34dd6d78b05dbba0fb0b82233db31c6d92454","formula_version":"titan-u-contract-v1","latency_ms":22.963583000006338,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336739299971465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2765","prompt_sha256":"31a96b705dad9f65ec17c9f30ee63ba19b2054b5b9b5d7e6360ee3f10ec71194","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068887052615944},"components":{"alpha":1.0,"bonus":1.068887052615944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068887052615944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5477,"eligible_count":122,"excluded_count":18,"feature_sha256":"829102dfd0d0d2d2181eb52d44a7094be608fe9bd93cdf78b68f66741f5650d1","formula_version":"titan-u-contract-v1","latency_ms":22.89987500000734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355537192826105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2997","prompt_sha256":"784e95f609616d0d0694d0568cbc91890f419a9edf3a7a866a66f8d2c12c1fb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066287107355472},"components":{"alpha":1.0,"bonus":1.066287107355472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066287107355472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5148,"eligible_count":122,"excluded_count":18,"feature_sha256":"788df52b0a2fa7419e337517be5f9ca75801e380739cf68969d494eea0f14509","formula_version":"titan-u-contract-v1","latency_ms":24.538874999990412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329537740221386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3086","prompt_sha256":"40031b8b1ce0a20fa81971c2607f07a4c3c4f645657294ab7a3b57e56aa2e60b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075797669173902},"components":{"alpha":1.0,"bonus":1.075797669173902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075797669173902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6087,"eligible_count":122,"excluded_count":18,"feature_sha256":"50b539cc8369009f27a4d4650cca3a6e9f581c5039459660cfd0a5438cc819a5","formula_version":"titan-u-contract-v1","latency_ms":22.83595800000171,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424643358405685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2830","prompt_sha256":"6bf2e6fcb246c422d2331af9bb8930dce9b9782e5c71af759ec59ee3b2c4c911","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707112706047321},"components":{"alpha":1.0,"bonus":1.0707112706047321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707112706047321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5663,"eligible_count":122,"excluded_count":18,"feature_sha256":"cec22f04439bab1b734269b6cfc239b7cc1c92e6934555e267bea50565df5c76","formula_version":"titan-u-contract-v1","latency_ms":23.34441600001469,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373779372713987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2818","prompt_sha256":"6fae50cea1d17c92c16747932b85f02d8de02b9de5743bcdcd381df005fd4461","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07011566255709},"components":{"alpha":1.0,"bonus":1.07011566255709,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07011566255709,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5605,"eligible_count":122,"excluded_count":18,"feature_sha256":"f184b561e772a6cb50336efb512213b425cf052d711b6e1088181a767fac8e73","formula_version":"titan-u-contract-v1","latency_ms":24.5287909999945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367823292237566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2914","prompt_sha256":"291e6869d4533de09bf9e93bc3aa8e1519a13d0a67a1f459f9866c48bd5653fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655221871223517},"components":{"alpha":1.0,"bonus":1.0655221871223517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655221871223517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5029,"eligible_count":122,"excluded_count":18,"feature_sha256":"45e53ea90b14f98f2874c01a1807328a703012858af3a4141dbc7dba330ae84f","formula_version":"titan-u-contract-v1","latency_ms":24.871458000006896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321888537890183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2869","prompt_sha256":"76ce7e334af9ed76f33362c6c6d9d8982a055529582101dafc43cab24aa1ec7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680012033291442},"components":{"alpha":1.0,"bonus":1.0680012033291442,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680012033291442,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5376,"eligible_count":122,"excluded_count":18,"feature_sha256":"d51e6638bd7b58432284fc3ac3a7bdfbe380fec3a8812210c26c8d6271731863","formula_version":"titan-u-contract-v1","latency_ms":28.441750000013144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346678699958107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3059","prompt_sha256":"cdc8e3270647d8695744a6304b37f42fa415b4f40436a61c35a45d842a166fb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681195838072157},"components":{"alpha":1.0,"bonus":1.0681195838072157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681195838072157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5390,"eligible_count":122,"excluded_count":18,"feature_sha256":"b25be96bdf73c158966d401fac44c6cb398424df8952fe38a3166d1d48cf5e4f","formula_version":"titan-u-contract-v1","latency_ms":26.111167000010482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347862504738823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2663","prompt_sha256":"c1aad3ccab20bdac2fcffe84eeee07f9c9edd2cb827ae885b95516f3cb92781a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692206419864894},"components":{"alpha":1.0,"bonus":1.0692206419864894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692206419864894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5515,"eligible_count":122,"excluded_count":18,"feature_sha256":"6cc7744d71232e16da5b0c983aedb4330b55e3f689e220ade515870248e22791","formula_version":"titan-u-contract-v1","latency_ms":27.042915999999195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035887308653156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3131","prompt_sha256":"254ef77093b99a1148d7abd0f63d724eb26837a485e52911e00fa8ba2169bb0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698466632244548},"components":{"alpha":1.0,"bonus":1.0698466632244548,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698466632244548,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5578,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8605b582e1568c578fae9f797d392a8925988b5bdd92ea2da7d56a002f31b3e","formula_version":"titan-u-contract-v1","latency_ms":27.659499999998616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365133298911213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3199","prompt_sha256":"cc228a19d7c7bacd60c9958596a69cd3879c2de79a1a385cbfd26df4a6ddfdbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761375703470724},"components":{"alpha":1.0,"bonus":1.0761375703470724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761375703470724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6112,"eligible_count":122,"excluded_count":18,"feature_sha256":"b90cb688494e7ab264d1a3288b5e6e7ae41004a88bccf92bec1905d06da00335","formula_version":"titan-u-contract-v1","latency_ms":28.938916000015524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042804237013739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3242","prompt_sha256":"b0e88b62af31cc0a8fdd3d4a4548085b9bd76e99f163a03019ff1895a39648a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649655254103298},"components":{"alpha":1.0,"bonus":1.0649655254103298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649655254103298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4928,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a7e98c0b4be99e1950c1d86b1e75739a8725b071151aa318df1034765578a1b","formula_version":"titan-u-contract-v1","latency_ms":25.773166999982777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316321920769964,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3081","prompt_sha256":"698d779c271c78e6dd85b388e77cbceee3d008f9cb01dc383d247efb49dc1042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460275},"components":{"alpha":1.0,"bonus":1.0644139232460275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4805,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea25dfb9a73b5fc0acd8114a4bf19d04766964f6777bf96398c5381365bb42fd","formula_version":"titan-u-contract-v1","latency_ms":23.91008300000408,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031080589912694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3141","prompt_sha256":"4729375eac4451663a25710cef9d23d106981bbefbcc0e1d6dd4739ea8578261","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733839015002977},"components":{"alpha":1.0,"bonus":1.0733839015002977,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733839015002977,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5903,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2b6cf161540cd7d04be56a1fb60478332f3a2aad0d14b40feb7626db97dccf7","formula_version":"titan-u-contract-v1","latency_ms":25.754374999991114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0400505681669643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3210","prompt_sha256":"62611815961743558acf665dd0371157da4a8fca1c0b8f785ea6f6568a8bb3f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478196},"components":{"alpha":1.0,"bonus":1.0646096115478196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"911dbed4fc882994b48dd8985129073c3651481f59791dbc363dd156754e1ec7","formula_version":"titan-u-contract-v1","latency_ms":26.084624999981543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3200","prompt_sha256":"ca9517ef9218b5ebbc5e5d7185f16f00fc1acc4f0488a4378377fd049a8e9029","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0803714964365267},"components":{"alpha":1.0,"bonus":1.0803714964365267,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0803714964365267,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6400,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a83162e149d2f28efa1c6dafe6809c96f3d1d2c9d4afe1538f76352c256703e","formula_version":"titan-u-contract-v1","latency_ms":40.634458999988965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0470381631031933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2989","prompt_sha256":"341a61aaf1f90574f4f680957ef3d879b16bedf7878a4be42f3290ce0a7e4aa6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670826028241673},"components":{"alpha":1.0,"bonus":1.0670826028241673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670826028241673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"21bf19b51a5ba883abdb9f53ead4d072706dc45283621d29d24e90ec7686148d","formula_version":"titan-u-contract-v1","latency_ms":40.983000000011316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033749269490834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3065","prompt_sha256":"9519f65113754874a41ddbf219c691a2f7acddac08e80b02500db9916363d45e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777708997},"components":{"alpha":1.0,"bonus":1.0645729777708997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777708997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"85289468dc0b7d370676c72f694429e48fe17b193117f250bfd2eb0780ab582b","formula_version":"titan-u-contract-v1","latency_ms":49.30833299999904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312396444375662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2682","prompt_sha256":"a8475c69f7fbac26dc7ad44dd8359fd241b5606efdb413d6cc98d3e25dc8b0a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765791054597427},"components":{"alpha":1.0,"bonus":1.0765791054597427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765791054597427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6144,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c7eb8a962daab2d31ee4c5cd9f08ad973a53ea0981ee2269acfe1f2c3eb96e3","formula_version":"titan-u-contract-v1","latency_ms":58.14345799998932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432457721264092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2942","prompt_sha256":"f866ec20c5aa707cf6b1a54975927552fbf74c8386fab4974764186c384ea731","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274386},"components":{"alpha":1.0,"bonus":1.0700254122274386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5596,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3a651c365d95cc4936a7238c8b6a4280c6785c736cb9fdd1d1c9f1ad29f1c31","formula_version":"titan-u-contract-v1","latency_ms":42.65366600000675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366920788941052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3196","prompt_sha256":"bf6f6bcc628d9c8f1177a41cda600d1919ca28f12624c27a14cf13348fe215f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694769786267024},"components":{"alpha":1.0,"bonus":1.0694769786267024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694769786267024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5540,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ff0fa2e3f9924584d329a13bc3f811395e3baf8eff49d03bd575c2e536a703a","formula_version":"titan-u-contract-v1","latency_ms":38.930707999980996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036143645293369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2891","prompt_sha256":"6f897f04e8396cd560fa1e84ce20c81c1b561a421150b1fbbaaa9b109bf828d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692112491516819},"components":{"alpha":1.0,"bonus":1.0692112491516819,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692112491516819,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5512,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f06eef6a32be1311b169ba60b5a0bd96ba3ba9721634a89c59e16914cd8bd4f","formula_version":"titan-u-contract-v1","latency_ms":25.09000000000583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358779158183484,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2688","prompt_sha256":"38bb52f37c6237f7569ff9bbb0df2ee8a3eab134a0616c511b77b805c4c47e11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065623207476498},"components":{"alpha":1.0,"bonus":1.065623207476498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065623207476498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5046,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ac2ce304ac8bf0f724f9b196e7733b3dc02ee15081fed5bbe2d3e8661b8c4ad","formula_version":"titan-u-contract-v1","latency_ms":27.940082999975857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322898741431645,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2857","prompt_sha256":"f1c1d31b242e30410faa87df467681615ec2d3f55ce1d1f34513fb0c9d2105b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751075},"components":{"alpha":1.0,"bonus":1.0643883366751075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4805,"eligible_count":122,"excluded_count":18,"feature_sha256":"605e0b62d5bd494a88624c5faa35494eddbd3b34c6cb0a2f054e4412e1f3fae9","formula_version":"titan-u-contract-v1","latency_ms":28.775334000016528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031055003341774,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3167","prompt_sha256":"20534a46e1668b3394565e4bb85f0c9376d68bc239e839d5cb98c2ec0a47ac9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b05d581948b7a336e55994487d0d9b0d822b001f5284bef81771c047dbe65a7","formula_version":"titan-u-contract-v1","latency_ms":24.760958000001665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3112","prompt_sha256":"acefb795a714d456e33d43869702ba931e347d45c46321543bd316485cf8e55d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650698370588207},"components":{"alpha":1.0,"bonus":1.0650698370588207,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650698370588207,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4948,"eligible_count":122,"excluded_count":18,"feature_sha256":"64e2f293eede3e39932a10194b971eb3e631273eb95ec5ff43b39cdb6729d0fa","formula_version":"titan-u-contract-v1","latency_ms":25.444375000006403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317365037254873,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2995","prompt_sha256":"d194f48e52d96b09242ba5c082f80b1d256fea9a2d8319421d1db05ade3c5599","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661931439999508},"components":{"alpha":1.0,"bonus":1.0661931439999508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661931439999508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5136,"eligible_count":122,"excluded_count":18,"feature_sha256":"f334205e7fa59794539eb91c787b0bf5e0e3c640f3a89d84307c304869398c99","formula_version":"titan-u-contract-v1","latency_ms":27.600124999992204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328598106666174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2811","prompt_sha256":"b94593e6d32926e7231284720c6a07c46b6b23a1a7685fc57058f41712711ab5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645866605460073},"components":{"alpha":1.0,"bonus":1.0645866605460073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645866605460073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8ddd022b3f1739bf4309f1fec3b5958bf150998324238bc6335ca39fdf3cac1","formula_version":"titan-u-contract-v1","latency_ms":24.607000000003154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312533272126738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3149","prompt_sha256":"fda8917cf6021cba97ee430f80369a29a878fad8e5615b9b8dc2a4bdc80f2619","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cd8aa66dba3bc551b2fb603cfc346d9611cf8c6f82e60dec4f72d2b7b2022e1","formula_version":"titan-u-contract-v1","latency_ms":24.463999999994712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2899","prompt_sha256":"9407127d52de1f8a7f2187a8adbae69a7761dd73b74c7b635a027eeeb69bf68e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064914466195525},"components":{"alpha":1.0,"bonus":1.064914466195525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064914466195525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"66aeba5774652f0f20a3440334da6bf2d466fd0acb7256cebb4937bf81c13ad7","formula_version":"titan-u-contract-v1","latency_ms":23.643166999988807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3109","prompt_sha256":"b4069219610125fd3afceca1bb87b0401ba7d4cf521a87ee1bae3e0989810f77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406073},"components":{"alpha":1.0,"bonus":1.0647032450406073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bdd029c8661f97708423c9059564a83200e155b2fb576296a50343715b070fd","formula_version":"titan-u-contract-v1","latency_ms":27.606416999987005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313699117072739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3119","prompt_sha256":"cab26b5544edb4768969cf9085f15b37764c7af9af8683b7da30403adf1cf1d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456386},"components":{"alpha":1.0,"bonus":1.0640469657456386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"200fed6b0636f4378b245b1cba70008e3c67d8ee97a177d1ae0d2a307b564e9d","formula_version":"titan-u-contract-v1","latency_ms":27.781750000002603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307136324123052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3279","prompt_sha256":"025e9634995ca910b50b91c8d072366e7eb8e154ea80d4698a696a58d14d879f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644484487282604},"components":{"alpha":1.0,"bonus":1.0644484487282604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644484487282604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4819,"eligible_count":122,"excluded_count":18,"feature_sha256":"20df2ce0b53b1bee173746befa41a481bf1c6c34540553a492116e538b51cbfc","formula_version":"titan-u-contract-v1","latency_ms":25.388292000002366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031115115394927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2868","prompt_sha256":"c9b2f6062bccf30fa21d53f82cf5f3e8029555c5b97334df04110df326c9ad05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345866},"components":{"alpha":1.0,"bonus":1.0643379544345866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdf150a4f8924cc329e4b5cef20a8b2d4f775ab55da0529369c8c98bd3e06ce3","formula_version":"titan-u-contract-v1","latency_ms":23.485792000002448,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310046211012531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3107","prompt_sha256":"84b51772e605132c6c6fc1cc8dfb5f97325f7a7b621b7bc825c9751dab0c76b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733231434719461},"components":{"alpha":1.0,"bonus":1.0733231434719461,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733231434719461,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5893,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c9e2ab8104e447527f91f49c36dad9f4dd38f44a52aa04f16f8b673e430eb2b","formula_version":"titan-u-contract-v1","latency_ms":27.006583999991562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399898101386127,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2652","prompt_sha256":"a8e20d859e223bd080035928ed7abbf623a3b58df07e99c690983ba9b084f461","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757302207396144},"components":{"alpha":1.0,"bonus":1.0757302207396144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757302207396144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6082,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dca7b84c763dbe3bed0b9f7f4dc8d982b252f00212b959c1ecca8d73c271ef9","formula_version":"titan-u-contract-v1","latency_ms":25.64195800002267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042396887406281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2948","prompt_sha256":"1c75fdcec6f04fba4cfea051175c39470c01a25874641a2f3d64d9b7d46edcc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281776},"components":{"alpha":1.0,"bonus":1.0647415179281776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4fbb97ba09ecce143610b1af6b65fb5448213dd591cc79beb6abed7a0c1ea30","formula_version":"titan-u-contract-v1","latency_ms":24.039041000008865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3049","prompt_sha256":"7f53fb8a4fde09c2a91896d9ca4fe775c4243780a802e8c7f9846648590076c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652816528974862},"components":{"alpha":1.0,"bonus":1.0652816528974862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652816528974862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4987,"eligible_count":122,"excluded_count":18,"feature_sha256":"0941df76117de275cdba3203293602d9334ca5ead9b90719998393cf304387e1","formula_version":"titan-u-contract-v1","latency_ms":26.924250000007532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319483195641528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3101","prompt_sha256":"7eee7aa35b56df359883993c2a310710d9f7965844da3f47a8c0c5176ae7001c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478199},"components":{"alpha":1.0,"bonus":1.0646096115478199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae5ead38674abdbc2fcf065b5d53b61d3441c2f06b326b8157a528cf69b455f8","formula_version":"titan-u-contract-v1","latency_ms":25.901500000003352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3204","prompt_sha256":"23089306c49461b4eb895cd6eab900e69783aaa9a914062f55e1a19750477a97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685273890967886},"components":{"alpha":1.0,"bonus":1.0685273890967886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685273890967886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5437,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c948911e7b106ed04b557d512aa361ea1c14b15fd7ee9aaa953891dc41e8392","formula_version":"titan-u-contract-v1","latency_ms":25.805958999995937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351940557634551,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3285","prompt_sha256":"f9fe0c61ee917bdf9d1f412841ff31b35bbecbcd338e85ccc26e4cb1696a0f9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697190197664057},"components":{"alpha":1.0,"bonus":1.0697190197664057,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697190197664057,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5565,"eligible_count":122,"excluded_count":18,"feature_sha256":"47ac4bccad2be7e21059488de16b3c5d02a12c374d371cc16d7a4849bd3d3595","formula_version":"titan-u-contract-v1","latency_ms":27.965499999993426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363856864330723,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2963","prompt_sha256":"9429bef686019cb3a3f419dbf350cce5b546348ff8e55a08fc08eb76a12a10ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068299817466988},"components":{"alpha":1.0,"bonus":1.068299817466988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068299817466988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5409,"eligible_count":122,"excluded_count":18,"feature_sha256":"42e7655a9990076dc237e6b123e590c2e02839b2225742242429c063b30e8acc","formula_version":"titan-u-contract-v1","latency_ms":25.105833999987226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349664841336546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2856","prompt_sha256":"0a6d934e47bbbcb7c76578bd609ad4acf5f9a200511a4e0aff38fdc2ec6f3160","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070492822401206},"components":{"alpha":1.0,"bonus":1.070492822401206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070492822401206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5642,"eligible_count":122,"excluded_count":18,"feature_sha256":"12539eb0653dc25b9efca82ab8038d7f0649202e80f28abc846e122c074e43f3","formula_version":"titan-u-contract-v1","latency_ms":26.644540999996025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371594890678726,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3062","prompt_sha256":"295681dcfea7b2b8d07f15fc9d157639e8ced8aa5d0f3d320a0247889b6f1f81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676545884847308},"components":{"alpha":1.0,"bonus":1.0676545884847308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676545884847308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5334,"eligible_count":122,"excluded_count":18,"feature_sha256":"292a9e04437487ef95075df78f457631b36f07694088564f118a72474bc33a2c","formula_version":"titan-u-contract-v1","latency_ms":25.119625000002088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343212551513974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3277","prompt_sha256":"523275e5f2a9803f1c3898a90e74a9fc2da4ad064d07b88c8ca33c69ac28c040","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669326507563632},"components":{"alpha":1.0,"bonus":1.0669326507563632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669326507563632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5241,"eligible_count":122,"excluded_count":18,"feature_sha256":"e00b4a0486820cc24e2c4c479a4297ac6f19828205f09ca24ddb79577622117f","formula_version":"titan-u-contract-v1","latency_ms":23.532541999998102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335993174230298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2715","prompt_sha256":"136369d0569c1f97b9abd634918520a73d71f06c05f0ec220491b58fbe1643ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069719019766406},"components":{"alpha":1.0,"bonus":1.069719019766406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069719019766406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5565,"eligible_count":122,"excluded_count":18,"feature_sha256":"3cbaa2b9ca1f769c4afee1bb55f87617e068573ee3c45ab5271aeae949a27357","formula_version":"titan-u-contract-v1","latency_ms":24.619541999982175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363856864330725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2860","prompt_sha256":"277f901bf2a89b9691979339f0027c5308eff526370f4b85bd8c1af233a58129","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712875576846768},"components":{"alpha":1.0,"bonus":1.0712875576846768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712875576846768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5717,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6e371dde5daa828af4474aed7707d586079406fc8794e95afabe2ecb895d14c","formula_version":"titan-u-contract-v1","latency_ms":24.128583000020853,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379542243513433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2984","prompt_sha256":"7de38591dc23d1e4ce1f7d64b68fda6bcc5e8bab77cbdd33cdacc20755a1cb6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702166252679872},"components":{"alpha":1.0,"bonus":1.0702166252679872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702166252679872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5615,"eligible_count":122,"excluded_count":18,"feature_sha256":"7edfffe6745f0339f14ce0255c450348ca662290bb8ce22728fa9907318880fd","formula_version":"titan-u-contract-v1","latency_ms":32.4310410000237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368832919346538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3218","prompt_sha256":"b2cc9742b594254d51e062c6de3dd907b83071399f0dfaa99c7f6e18989535ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673363787075283},"components":{"alpha":1.0,"bonus":1.0673363787075283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673363787075283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5294,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a0d91ed34d26444f798229bbb549c41d888642af7cbd776d4943c5895b52efb","formula_version":"titan-u-contract-v1","latency_ms":24.14724999999862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340030453741949,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3325","prompt_sha256":"8cfda28dbb43337fb45b46a7ae200b34ef2d1378f16520fbc9f3125ae467c2e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076537403553634},"components":{"alpha":1.0,"bonus":1.076537403553634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076537403553634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6141,"eligible_count":122,"excluded_count":18,"feature_sha256":"e41bf9cee70e0d219cdda34a8e07a050ee618f034152c041b183eb1a59dddf8d","formula_version":"titan-u-contract-v1","latency_ms":25.052625000000717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432040702203005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2836","prompt_sha256":"021d4cbe0062837146ae35f17b7d806733841b0649aa573cbe0679b314a146c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694291117226986},"components":{"alpha":1.0,"bonus":1.0694291117226986,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694291117226986,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5535,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ae4a4cf5dd9d4a401c9ca63cab6faf5d78ad05711443c3f5525ee5aa696f594","formula_version":"titan-u-contract-v1","latency_ms":28.336708000011868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360957783893652,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2736","prompt_sha256":"292c83912bfd292af73eb07834479dd581a2fee6c9a083c8e3aeb24beecf8459","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067166315675537},"components":{"alpha":1.0,"bonus":1.067166315675537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067166315675537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5272,"eligible_count":122,"excluded_count":18,"feature_sha256":"45477828a265ce944cdb3a5617237f54b8bf2a09af831e0b790381b88aeda76a","formula_version":"titan-u-contract-v1","latency_ms":28.886708000015915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338329823422037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3154","prompt_sha256":"33170c1b9774a240dafc2e1484ae55f3d44138501e6122904b3510bc457328c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689053395881227},"components":{"alpha":1.0,"bonus":1.0689053395881227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689053395881227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5481,"eligible_count":122,"excluded_count":18,"feature_sha256":"8cbec9b1b567aec79053ebd118e33fd62bad69799a96d23ae93c1db4821afdb8","formula_version":"titan-u-contract-v1","latency_ms":26.570540999983905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355720062547893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2791","prompt_sha256":"70ddfe62a394e91ea90d11aa5c91c84bf1092fee812b0482c679e4c981bf509d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066355098132184},"components":{"alpha":1.0,"bonus":1.066355098132184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066355098132184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5156,"eligible_count":122,"excluded_count":18,"feature_sha256":"202986b7cdd52ca911e2645da7b0f2dd4667e303faad59bed249640f2f6359f8","formula_version":"titan-u-contract-v1","latency_ms":25.756083000004537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330217647988507,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2640","prompt_sha256":"1be3ffe595c2b8a400453b00d2eb127432876dbc75ce49825c8d326e8af3e692","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679175156876584},"components":{"alpha":1.0,"bonus":1.0679175156876584,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679175156876584,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5368,"eligible_count":122,"excluded_count":18,"feature_sha256":"a77c0b46de1fb3193112726613308c993eb57833fc377b07b144fae663171d60","formula_version":"titan-u-contract-v1","latency_ms":24.3234579999978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034584182354325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3134","prompt_sha256":"056b70d8b606855f272711aec639e89285499f62d2f0760010fbe88592f4e55b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700654514152395},"components":{"alpha":1.0,"bonus":1.0700654514152395,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700654514152395,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5600,"eligible_count":122,"excluded_count":18,"feature_sha256":"acd81ad392cc44944f53f0a4cfabb6e13c94ed4f229f03e13e9f58bb8cc45fed","formula_version":"titan-u-contract-v1","latency_ms":23.40208300000768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036732118081906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2957","prompt_sha256":"b2370585c0124a4ea09794f858f45bf81b55120ce7cd91a417ba34ed96096c03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716389463107432},"components":{"alpha":1.0,"bonus":1.0716389463107432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716389463107432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5749,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e832d61c00314e267f2f84a46e5b04fe8b3a635cfb4aa7c1c69071169aff6eb","formula_version":"titan-u-contract-v1","latency_ms":22.473083000022598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383056129774098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2853","prompt_sha256":"b633e137079c27ab144f28f5bcc48626eeff46e1c32749a3208346805deaf205","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a940b2fe887766a8a1cf718acafb0d8e47c7e59be975b6288984aeeefa52052","formula_version":"titan-u-contract-v1","latency_ms":23.035708999998405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3090","prompt_sha256":"4ba2cca0ae308cbd862def23ffd9ac2724fcdb27acf66b20a3eab38d446820bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065750908983896},"components":{"alpha":1.0,"bonus":1.065750908983896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065750908983896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5063,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4a98f4762d4dfe54632fe1eb82cb1ff1a2c4082581c0a72196b173bb5fb3a78","formula_version":"titan-u-contract-v1","latency_ms":26.04841699999838,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324175756505625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2911","prompt_sha256":"0df43f30ee19670e41d9dd2aa99b75f41df54cf6b7b45f98ecccc5d42d845fb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719976824835022},"components":{"alpha":1.0,"bonus":1.0719976824835022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719976824835022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5781,"eligible_count":122,"excluded_count":18,"feature_sha256":"b14c59600083bb06b20e4376a99585f4d70522b17ccdc1cf2a25879ff68d35e1","formula_version":"titan-u-contract-v1","latency_ms":26.705875000004653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386643491501688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3197","prompt_sha256":"5758ca33382d6621c1003d5550412c23ed9565e841c39df79322e5122d426ccf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673207731570202},"components":{"alpha":1.0,"bonus":1.0673207731570202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673207731570202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5292,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b86e8181fb8901f6d7be0c8d07ffe8be0c67551c809f32bb1207a6d53ab8e4d","formula_version":"titan-u-contract-v1","latency_ms":24.254458000001478,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339874398236868,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3322","prompt_sha256":"09411454a9473e4085c5e2119fc971d75ccd122779611a94e784eb41d8851ed8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071517327350566},"components":{"alpha":1.0,"bonus":1.071517327350566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071517327350566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5738,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac85f44197cdb74f8921a21f2d8dfb6f3a3a155ada5a81e55afc52deae7f3ec5","formula_version":"titan-u-contract-v1","latency_ms":24.872959000020956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381839940172326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2964","prompt_sha256":"5cb97dc8f3038aee93a3db0048f3780112f7634bcb43c27e29e0ab5f300f1f9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067383369653331},"components":{"alpha":1.0,"bonus":1.067383369653331,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067383369653331,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5300,"eligible_count":122,"excluded_count":18,"feature_sha256":"12455f5687ce8a223f55bfb7b2bcf8d2c73bab7e21d714a192f060366356ab15","formula_version":"titan-u-contract-v1","latency_ms":25.435375000000704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340500363199976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2658","prompt_sha256":"f8f3f6c7d8a952ae9f509bc2d50d301abbeb57119dbcd1ea6f81248fb77735f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734082546962271},"components":{"alpha":1.0,"bonus":1.0734082546962271,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734082546962271,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5901,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e742854e8318c1173eb34c2c83da68edf8379779c265622e4288b3b5fad32b9","formula_version":"titan-u-contract-v1","latency_ms":24.78375000001165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0400749213628937,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2788","prompt_sha256":"f9960e69566e0f3ae2ecdbbbf2c8bdad7bbc45c27a9974e9752633a9138d64d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723406641548197},"components":{"alpha":1.0,"bonus":1.0723406641548197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723406641548197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5811,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ccc79051ee5504b80bfde19ca8c154e6e2ae533c6cdb69aab35b3b156b48372","formula_version":"titan-u-contract-v1","latency_ms":24.487499999992224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390073308214862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2831","prompt_sha256":"0b3a65de32c766d947185fcbc391ca4e76381e1f5b059035cd7137a2b051290c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070658971294081},"components":{"alpha":1.0,"bonus":1.070658971294081,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070658971294081,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5660,"eligible_count":122,"excluded_count":18,"feature_sha256":"e26f21296e1ea52044ba0ba7cd0315603e9785f6a7de7d058ba295f28b50cf6d","formula_version":"titan-u-contract-v1","latency_ms":27.316708000000745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373256379607476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2924","prompt_sha256":"9b271143bd08f561602a4bd2eaf385514c263c36176228305c2680f11394152c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666772334274786},"components":{"alpha":1.0,"bonus":1.0666772334274786,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666772334274786,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5206,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb6a692b3649623c9ab8d45009ea7743a9a3f638ba78671906034a2808e89017","formula_version":"titan-u-contract-v1","latency_ms":23.93370899997649,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333439000941451,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_2946","prompt_sha256":"04360203ce192d92621689c0ce3930bf47730f6007524e40afc2c74db0a62724","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702166252679874},"components":{"alpha":1.0,"bonus":1.0702166252679874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702166252679874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5615,"eligible_count":122,"excluded_count":18,"feature_sha256":"41e73c8f5fa5b1ca7a49bc85f96259602550107bb5c2b3f6e8ebc391129fa13c","formula_version":"titan-u-contract-v1","latency_ms":27.313625000005004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036883291934654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3070","prompt_sha256":"11a8e36b51e44759dde96abf3a8938daeed9b4ff7e0513388ec357629b97b8d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677359553337613},"components":{"alpha":1.0,"bonus":1.0677359553337613,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677359553337613,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5344,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0ee4cb8c41cea4dc4268ba376707af3bb0c3427b1f7cd26b10d3b49b657e623","formula_version":"titan-u-contract-v1","latency_ms":24.87770800001954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344026220004279,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3158","prompt_sha256":"4de5a914dd48e98641c992b44e5d0b723f5a6b3a0a7ef0b0119eb7f94d8814ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710609554607524},"components":{"alpha":1.0,"bonus":1.0710609554607524,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710609554607524,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5696,"eligible_count":122,"excluded_count":18,"feature_sha256":"632a79b6b717382c9675ef6078a458160dceb66d0343bad852c8f510a6f3f312","formula_version":"titan-u-contract-v1","latency_ms":29.431584000008115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037727622127419,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3179","prompt_sha256":"e21781f66da1262efabf2eb28466090fe96405a73f2599e9e00a27a857464e49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672431811974723},"components":{"alpha":1.0,"bonus":1.0672431811974723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672431811974723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5282,"eligible_count":122,"excluded_count":18,"feature_sha256":"99ceec3fd544b7257aca79759c54d984cb35862f279c43d53ffadfc958c533b5","formula_version":"titan-u-contract-v1","latency_ms":26.8626250000068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339098478641389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_biology_3311","prompt_sha256":"11aac459ac54fe82348e71039e993673f59a37af792321f4f17f1fa0a0eb6f4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662668521528744},"components":{"alpha":1.0,"bonus":1.0662668521528744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662668521528744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5147,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d4fa707f5d8a22584f26c14cc8fb515d9f72ad48d1330ee7a1c5ae26be9aebe","formula_version":"titan-u-contract-v1","latency_ms":26.639625000001388,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032933518819541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4308","prompt_sha256":"c1f49e23bafdb1fbd626774627d10fde00548499d7055dad67a52e53bf4818a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066720386423968},"components":{"alpha":1.0,"bonus":1.066720386423968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066720386423968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5212,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b99fbc7abe6ac47316aa94724149e23c0630b0c05da7d916e7b15e777d5e394","formula_version":"titan-u-contract-v1","latency_ms":26.16508400001294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333870530906346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3793","prompt_sha256":"0ddf8c8508a0998d00dc075d2a0404e9b99f1e8daefad513d12dafba5e0677cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"32088907f89500b3fdd4c99f12dc4678e203cda5a9bfcb74f298b1fda5d75340","formula_version":"titan-u-contract-v1","latency_ms":27.31124999999679,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3757","prompt_sha256":"bbe63ae82021900420d60d498d96461cc0b0cd7f2359a4283288cba0a564220e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c46c424698b6b01d15d70a92238bd349947dfdb95d3e392b0968890eca187c4","formula_version":"titan-u-contract-v1","latency_ms":28.942708000016637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4418","prompt_sha256":"dbb6109c14155bda52efb08a0a46a5c0815a97804b1e9e0254bdfca276a2caf6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065844094045888},"components":{"alpha":1.0,"bonus":1.065844094045888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065844094045888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5080,"eligible_count":122,"excluded_count":18,"feature_sha256":"460e54b46be9f4a46150a4f51bb525ad6eef1a0c1ee4757fb29fb000d02c24fc","formula_version":"titan-u-contract-v1","latency_ms":25.862375000002658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325107607125545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3444","prompt_sha256":"f09a24544d8d11e037b948f6ccffafae2871ba75e4cdbeec64789749627dcfcc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658190842317001},"components":{"alpha":1.0,"bonus":1.0658190842317001,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658190842317001,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5077,"eligible_count":122,"excluded_count":18,"feature_sha256":"f04e3f5cca57e13a009e127b8f151e4a4f28f627629e888ead0082b4e511f162","formula_version":"titan-u-contract-v1","latency_ms":26.485874999991665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324857508983667,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3348","prompt_sha256":"ad41a268bf29adf0515ffc43a3c15c991518ab359f579fa4c61f5cb2058a4a08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721866},"components":{"alpha":1.0,"bonus":1.0645144469721866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4836,"eligible_count":122,"excluded_count":18,"feature_sha256":"199df6ff03473087292c4b5815802358cf742e4c28fed032116fbe6272d887f2","formula_version":"titan-u-contract-v1","latency_ms":25.581541999997626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311811136388531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4232","prompt_sha256":"e9c2f06349dfce18df1745bfd9c806576bded5540950cef9b8eacc441314b275","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064470265114296},"components":{"alpha":1.0,"bonus":1.064470265114296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064470265114296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4826,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbb38c90cb8889bc41e30a840908badaf0270d45a8959d36f6bec7daa3f65c6a","formula_version":"titan-u-contract-v1","latency_ms":24.420750000018643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311369317809627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4244","prompt_sha256":"ca4e57c8bf7941c06ebeec34676e8c75cbfc60984a7daccef15bcd496380b465","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"250d4051c97bf3381d94cc245e7b5db5ed269cb4cee3bf62124aff2475b9e746","formula_version":"titan-u-contract-v1","latency_ms":25.259042000016052,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4414","prompt_sha256":"f8b3daa2cbb15b0d0e21de9665ec243f9e86e5e8741dafa654741d31a7d69301","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677933437702258},"components":{"alpha":1.0,"bonus":1.0677933437702258,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677933437702258,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5352,"eligible_count":122,"excluded_count":18,"feature_sha256":"d09a2d7daaae9a1d307e9a084b9817b324b1a43ba7bf01ba3a18c38dd034359a","formula_version":"titan-u-contract-v1","latency_ms":29.019000000005235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344600104368924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4278","prompt_sha256":"1c08bbbaa805a345032c42790c145b72b83f187db0f70394c47d95a8ff0802db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644096405108796},"components":{"alpha":1.0,"bonus":1.0644096405108796,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644096405108796,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab98f555da19ea5db3123f54b96dd549ef856cfd2045fb53d1bb317082533f50","formula_version":"titan-u-contract-v1","latency_ms":23.460166000006666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310763071775462,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3701","prompt_sha256":"11cc035e1a2e33f5fbe16f1d88d3470ee3ac5634897c7e83e37b33e7ff66caf8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068085615862558},"components":{"alpha":1.0,"bonus":1.068085615862558,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068085615862558,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5386,"eligible_count":122,"excluded_count":18,"feature_sha256":"f935bd56eb25bbe85909ad82b803a8da39a75e967cc33ad1eef3fc500826a960","formula_version":"titan-u-contract-v1","latency_ms":31.29516599997828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347522825292246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3624","prompt_sha256":"8c97653293517d189faf4fc7b32c9de86a6aaf5633106f820242d772d1feefbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055759},"components":{"alpha":1.0,"bonus":1.0640326042055759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ea05aa3b4cc24535ec7d43cc72530162fff21d539c69b95450b217bb8ed6b5a","formula_version":"titan-u-contract-v1","latency_ms":26.766833000010593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4156","prompt_sha256":"a5efed6501acb37fc41a9b70acb52d40e34f7273ae9ef861dc8901e7f42d1fb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"f77bdafea3101cebc6808f4f1ce96edd39e2a69ababbd65acb7e0110d5add69d","formula_version":"titan-u-contract-v1","latency_ms":24.381290999997418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4408","prompt_sha256":"94435dd0928f3d3bfefadd9598cbaa71b65f1c5a32bc08205b41c8eb0a683b35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ea2c66f94bcb4f280171550dccc4ed43b522b0f43a0462a0cc1a7c40dc9a3fd","formula_version":"titan-u-contract-v1","latency_ms":24.940665999992007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3528","prompt_sha256":"396553f0faf3337d142e84dd90549926450b4d1c21414b5fec2e15dcec16a2d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064317273096937},"components":{"alpha":1.0,"bonus":1.064317273096937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064317273096937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4787,"eligible_count":122,"excluded_count":18,"feature_sha256":"153a97c0bd4a692c7833eaf2d3c5ce4980daf889e1d96dec1c48996846a4a3ed","formula_version":"titan-u-contract-v1","latency_ms":25.27891600001908,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309839397636036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3346","prompt_sha256":"31b431f1c66e6f088137b7e4f0e98cc3ff12299021c9f67549b99946df8bb147","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"d391426e30cb542fa1312fea7aa1e1a245f448d5863f49f6f1834669f6a6fd09","formula_version":"titan-u-contract-v1","latency_ms":24.92474999999672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3673","prompt_sha256":"6688f44ef8e67c3bcea49e34fec13649f25d1232a897658d564299d05847f49a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644096405108796},"components":{"alpha":1.0,"bonus":1.0644096405108796,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644096405108796,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4f7e80926ac7df7c490f780822ea9e7daf068501f9c1bbe9f5b781e5275ce98","formula_version":"titan-u-contract-v1","latency_ms":27.36150000001203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310763071775462,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4409","prompt_sha256":"d289393d77a49c06f32e243207dd3b7c668a13de37652df8c0bd08abb2d5add8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063898726383295},"components":{"alpha":1.0,"bonus":1.063898726383295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063898726383295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"52c86672961a3d42fca605c5f2378b782de147d9e75cdde1a2465882ba67f466","formula_version":"titan-u-contract-v1","latency_ms":22.424708000016835,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4053","prompt_sha256":"adabd4dcd497ac57c6c50a7c9ed824f53423ec277ca3ca067340bb98c59e0661","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680264509833077},"components":{"alpha":1.0,"bonus":1.0680264509833077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680264509833077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5379,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a4636bbee10c42c76c7743d738c632bb8be06f2b4be6c36113d8c01eebc4064","formula_version":"titan-u-contract-v1","latency_ms":29.910999999998467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346931176499743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4471","prompt_sha256":"bf76585c0a38492e00c1750cfcb034d0b892573e58188287bb8f976f1ae59283","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"660327cbc3a707a0bc5077ad3ca74d29d1442c25f436fca581e993797b48eefc","formula_version":"titan-u-contract-v1","latency_ms":52.89212499999962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3445","prompt_sha256":"c561b11fb04633628c710eb53f748524a7e8fd3d1e28d47aebb65371fc6c3de7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"8115eaddf6e3d9d9a5628967f81e47e0c234d71c3612e9b632c1a8dc1a64a7e0","formula_version":"titan-u-contract-v1","latency_ms":30.25008299999854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4405","prompt_sha256":"79f9a0d5cf5784e4c4c8c4ffd34249bd58c412e06d62d8cb4e3e5d876ee4ab17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666772334274788},"components":{"alpha":1.0,"bonus":1.0666772334274788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666772334274788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5206,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6908c38ee28d3384332a8b26727bb7f4f6bf5a9a85b55439d0bf509ed52f6cd","formula_version":"titan-u-contract-v1","latency_ms":25.676040999996985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333439000941453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3391","prompt_sha256":"c42277599187ce83648883ece4e24a71c63b6e05816eb923b9be3c58598f3a17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6ce97f3bb587fcc6662b8a8840bfc89f0b1ae476f5b4633aee06227eb00e27d","formula_version":"titan-u-contract-v1","latency_ms":33.93687500002329,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3450","prompt_sha256":"b32c225332a98a5c341fd76a66c5235ec5d85a8673e1548108553a77a743931e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922884},"components":{"alpha":1.0,"bonus":1.0650751293922884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4945,"eligible_count":122,"excluded_count":18,"feature_sha256":"651013d5cb9721d968d3dd2e70b4d51ac17b499c1188cee87f243ad0338e37fa","formula_version":"titan-u-contract-v1","latency_ms":25.75758300000075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031741796058955,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3476","prompt_sha256":"273d8e1f71c23863ad58cd731a5842e8f4a3d326e795242f0bac31415dc0bcd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669624085458682},"components":{"alpha":1.0,"bonus":1.0669624085458682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669624085458682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5244,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ec6e8a3caacfc6a86fe0c3f55b51524e3894a11379b9e2a5074327de1795635","formula_version":"titan-u-contract-v1","latency_ms":25.858625000012125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336290752125348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3529","prompt_sha256":"00ad10011373fddf1b432287cedf318471a90919ff8c7a7eb16b0789897679a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"da0dfc8ce3ca9a15efdbfa55c8e4c9baa49d89ecf7b7b36132ad62c04c451fad","formula_version":"titan-u-contract-v1","latency_ms":32.70420799998419,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3530","prompt_sha256":"d8644f3452434fe2008588833372e4d2a19b4595d20996c7f09fd24dcd4ee2f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064559360868383},"components":{"alpha":1.0,"bonus":1.064559360868383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064559360868383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4844,"eligible_count":122,"excluded_count":18,"feature_sha256":"0449d760834953f4fca6245f876f761b513a07902589e4ca847b070b82595bae","formula_version":"titan-u-contract-v1","latency_ms":24.84791699998823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312260275350495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3535","prompt_sha256":"f7a99feaf59bc81e16ee844a05dad2aa1c96009530cde9cd289b47294dcb34d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674148421829723},"components":{"alpha":1.0,"bonus":1.0674148421829723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674148421829723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5304,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8955fbe2936e82dc30a61773f1bb033bd5f23e569052ebf65f131c79e2a8a75","formula_version":"titan-u-contract-v1","latency_ms":24.16162499997654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034081508849639,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3558","prompt_sha256":"a96480a18de4bff0500f8493c90184b18a308db7fff19f904f3bc3735ec89ebc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662198449721803},"components":{"alpha":1.0,"bonus":1.0219610603425457,"cost":0.3333333333333333,"cost_multiplier":1.0,"cost_penalty":0.09999999999999999,"exploration":1.0219610603425457,"lambda_plan":0.3,"lat":0.3977083642062034,"latency_multiplier":1.0,"latency_penalty":0.019885418210310174,"mu":0.05,"preference":0.0,"q":0.13939445805364112},"context_tokens_required":5140,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef0887073fc3f7a1389ddcf3f1ec0d587ec6e43f1d23893f132655f788e3297f","formula_version":"titan-u-contract-v1","latency_ms":21.198374999983116,"model_id":"claude-sonnet-5","model_provenance":"configured_target_no_inference","samples":9,"score":1.0414701001858766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"anthropic/claude-sonnet-5","uncertainty":0.9584900010646591},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3623","prompt_sha256":"e61011f7be24e47a7138e8a237c14b522119a6ab0e2c2671f36e0e7cd20410c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797063},"components":{"alpha":1.0,"bonus":1.0639152669797063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"899a91f7e7ed87c2dc8c66d3af284f9bf340557f458a9a7bf892838d26e97d2e","formula_version":"titan-u-contract-v1","latency_ms":22.305875000000697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305819336463728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3703","prompt_sha256":"b38d3b2eaad1e2058b18e511edc05049d58775671320926cc6908fca61ae1683","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8f5a2101f8d93074acc6eabb893a42f351b713e4d21d4855ffee3cc39245fd7","formula_version":"titan-u-contract-v1","latency_ms":26.071333000004415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3801","prompt_sha256":"bf0fa20283d32e22cec77fb3f9a600d5471490ae958286538f003d0b1173e40e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068877919976131},"components":{"alpha":1.0,"bonus":1.068877919976131,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068877919976131,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5476,"eligible_count":122,"excluded_count":18,"feature_sha256":"c87f9d45ef08013a86424214828734fb22fd9bc75c1aebeb0ade452aeb2f102d","formula_version":"titan-u-contract-v1","latency_ms":21.669041999984984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355445866427975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3894","prompt_sha256":"051d78d1c05ea3e4fe491d29909680253a0d0210c0b1c36f582fb5de598feea1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686251425605238},"components":{"alpha":1.0,"bonus":1.0686251425605238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686251425605238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5447,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ce0a48d7572a6b93bee74eec12b79c9c46b5769e2600fbf9aec446d09aeb591","formula_version":"titan-u-contract-v1","latency_ms":23.195915999991712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352918092271903,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3968","prompt_sha256":"4fb7a7885c57d199e3408a100def6b0b7b316b797303d43579c179fcaae82b17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672741308176168},"components":{"alpha":1.0,"bonus":1.0672741308176168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672741308176168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5286,"eligible_count":122,"excluded_count":18,"feature_sha256":"4329d58acee35c4af544042a3c534da071e0a70636ce6f6d80ae8d330de93f2e","formula_version":"titan-u-contract-v1","latency_ms":22.713792000018884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339407974842834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4242","prompt_sha256":"cf4b40f6fcd83060263cec342785d2b50c8215ee5d5276a66aa22a829408d638","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065177072280708},"components":{"alpha":1.0,"bonus":1.065177072280708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065177072280708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4975,"eligible_count":122,"excluded_count":18,"feature_sha256":"1248b0f104dceedebf6dfff768f2c0048274e6418d30f07fb09f166aae0e9877","formula_version":"titan-u-contract-v1","latency_ms":23.824458999996523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318437389473745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4309","prompt_sha256":"1278ece8b1955036e42a8ef34735e21ce0dfb3a3db9bf2cddd4a4916130957c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"0018ff37db562644e337b11b5f4d38978b4e577646ca2330ba2aab6cee24dd5a","formula_version":"titan-u-contract-v1","latency_ms":22.515125000012404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3462","prompt_sha256":"b4432fd1bf786e4d4df0dfa6e4c9f6f8066a5ec3125491b9412e27c789b07a17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789658},"components":{"alpha":1.0,"bonus":1.0639625558789658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce6a1dccf32eb8dde782fb789dacff24e67570c31dbc547a70f0e7612c30b160","formula_version":"titan-u-contract-v1","latency_ms":22.35795799998641,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3719","prompt_sha256":"06add5a1f2c6680d0a3a0676c86a5179e880f6d9bb29c376e78d9770a0504c6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657817883190253},"components":{"alpha":1.0,"bonus":1.0657817883190253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657817883190253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5073,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bcc44379e977a2658527a7470be196effc6aa627d6cdbae0c5185cfd804f9fa","formula_version":"titan-u-contract-v1","latency_ms":25.046333000005916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324484549856918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3870","prompt_sha256":"31c7bc45d478643643ba456727a9bbd96a2ebadb3f656a7ed195ce09284ca1ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"d588912e3c91a740a23136996d19f14c52de6457ec4aaaeac23b36f9c05bd834","formula_version":"titan-u-contract-v1","latency_ms":25.170166999998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4262","prompt_sha256":"5952316313d268a1a17b54007131d2239f22634e25ecb6dc763d72fd3caf7b31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655221871223517},"components":{"alpha":1.0,"bonus":1.0655221871223517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655221871223517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5042,"eligible_count":122,"excluded_count":18,"feature_sha256":"c015ead1737f0820faf5b6c96bd98185e9a1f13f1debfb6abe3b9e7af7053b43","formula_version":"titan-u-contract-v1","latency_ms":26.91879099998573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321888537890183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3821","prompt_sha256":"c2344a668b4c626f5be5835884c7f2a76d6a8b422ab32cda72a736ba3ee49e1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064605006710235},"components":{"alpha":1.0,"bonus":1.064605006710235,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064605006710235,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf9f1bc09a9cdfa067dfdd1f3dd77e606983db354e547791474360f22dabf9b1","formula_version":"titan-u-contract-v1","latency_ms":24.87187500000232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312716733769016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4071","prompt_sha256":"a2f22740580e8a0592eb710ad9da8a47fb013569f832a0c99d56f9713370d82e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064288626853637},"components":{"alpha":1.0,"bonus":1.064288626853637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064288626853637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c10a3658bd8dfabd58f729969e907bc7bfb18c86392346afc52e7a75df9271f","formula_version":"titan-u-contract-v1","latency_ms":23.336999999997943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4179","prompt_sha256":"c2e5668be89fe571703fc91a72dda633d147df4a3835aab1a8b6e3adbac54d67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686788316947706},"components":{"alpha":1.0,"bonus":1.0686788316947706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686788316947706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5505,"eligible_count":122,"excluded_count":18,"feature_sha256":"7441da0aa8710ccaba518c0b029653c7dae44e9b0eb7c5d613df694c7fc301f9","formula_version":"titan-u-contract-v1","latency_ms":25.488166000002366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353454983614372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3907","prompt_sha256":"d035d13c8e54147355f6d45c52b0d81c79b0de543e82ffb714ad06e80a6aa60d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"f99e01be73d0af81db0668def7cfb30e6814f48a3b02218f7a8ea25fed9db99b","formula_version":"titan-u-contract-v1","latency_ms":22.18458400000145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3446","prompt_sha256":"134773aabc3d43b8d9ef74c6f6b89270eeb2194010d1406111c29c6aad49c06c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"dda4e37f70b1d42a6e4fb121d7eee991efb2be1327bff21967031f9058bf3cf6","formula_version":"titan-u-contract-v1","latency_ms":22.908583999992516,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3384","prompt_sha256":"0e447cfa2b92eecbb8f8f2fdf3a30432316ad42dc791faf3e5b082fcd501a72e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"0eef623636b9fa6e9f63e19ac521577db4c035ed5d0b134e15403a9d4409d5e3","formula_version":"titan-u-contract-v1","latency_ms":21.576334000002362,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3367","prompt_sha256":"8766573f8f465f651ad2f13ec261a76354c63e33988a4f06df7a94590514b0da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442876},"components":{"alpha":1.0,"bonus":1.0640723806442876,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442876,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4727,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a5e9c14933e2b43ac0082456c180980c5ba23fe32f32032b8b15e5ba3903abd","formula_version":"titan-u-contract-v1","latency_ms":24.413207999998576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3903","prompt_sha256":"d87b1056b7c8b02652bafa11061413784a05fa68ff7fbf947d0e826c7210b5e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645099958431579},"components":{"alpha":1.0,"bonus":1.0645099958431579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645099958431579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4843,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba7999a3df2f9d73ac42792dec5a521718c6a4d6e7363707deb6aeb52aedc2c2","formula_version":"titan-u-contract-v1","latency_ms":23.240458000003628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311766625098244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3717","prompt_sha256":"4f10412a80e0d15961bf5de2d70a79e00241af61b1ffe578b91841f2dbf77f03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064392582796639},"components":{"alpha":1.0,"bonus":1.064392582796639,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064392582796639,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b16c538a7ddd0482fa5c0cc7880a25e6e3e76f0d236e58e209ac36f96bce903","formula_version":"titan-u-contract-v1","latency_ms":24.826416000024665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310592494633055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4362","prompt_sha256":"77e11db0a74b646c307070364be63139c0d7f92885840006855ecf459de392df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064470265114296},"components":{"alpha":1.0,"bonus":1.064470265114296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064470265114296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bf6dfe28d244bdf92ccfba95f1e231d16df2c59b07428143234a5f24d558d00","formula_version":"titan-u-contract-v1","latency_ms":22.12379200000214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311369317809627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4029","prompt_sha256":"f154ac9c0cf97c8a47dcd225c2469619a5e9fb1461e82c10d0993d6b9ce424a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653813},"components":{"alpha":1.0,"bonus":1.0640433643653813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"37205cdf68bb42bd773180622ade5d6ee70b7ec09101da5c9f8b017955d4496c","formula_version":"titan-u-contract-v1","latency_ms":23.82962500001895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4064","prompt_sha256":"92eea25b0c2bf9cc599ad51e1e5e5e74e72e2b9bde2692050d396b52a746a3c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066120317436076},"components":{"alpha":1.0,"bonus":1.066120317436076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066120317436076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5137,"eligible_count":122,"excluded_count":18,"feature_sha256":"8185619d7911299b8991554676bbf14501bc212a8c818d91d258b85338e7b1f5","formula_version":"titan-u-contract-v1","latency_ms":27.742750000015803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4206","prompt_sha256":"86b47eac1559bf4f0aca8cfa7f73d26c62ac804143d05a7683bf4b532494f43d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650434850277242},"components":{"alpha":1.0,"bonus":1.0650434850277242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650434850277242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd376f600fdf1056219d59149f3ae773fe539499da1cc2bc3def6f3f39c95a94","formula_version":"titan-u-contract-v1","latency_ms":25.364916999990328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317101516943907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3463","prompt_sha256":"eac6ea9d5289144de664641d3d9d2ee50158bbba3b392c6cba6b6d3a8094e4bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9b75845add544c0f2e65d286e213772e935e3e64a589c979fd19aed4e990ca1","formula_version":"titan-u-contract-v1","latency_ms":25.727833000019018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3567","prompt_sha256":"68188bdbbb2a3149c8df308bf0232c3e05348ad6b42c9978c1fb08c2e76f9f15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070308107655221},"components":{"alpha":1.0,"bonus":1.070308107655221,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070308107655221,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5624,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba13b6596540d29e385c129a0847ccece245e14aa85170c7781863fe7b9149ca","formula_version":"titan-u-contract-v1","latency_ms":25.272791000020334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369747743218876,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3666","prompt_sha256":"4cff379e4017aa6e3d3dc3a637d723e4779eb7fcc2b6bea9016c3ddcd5b7520d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065875520405643},"components":{"alpha":1.0,"bonus":1.065875520405643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065875520405643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5104,"eligible_count":122,"excluded_count":18,"feature_sha256":"72a680beca2015b5151f48321f30a552db31d257f2ecfff20359ec7056502074","formula_version":"titan-u-contract-v1","latency_ms":26.756750000004104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3983","prompt_sha256":"f40b0086173a6b80b101ffffe04e3965e1bdc07fa209b0a0482ba2ff3c536163","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647319058100964},"components":{"alpha":1.0,"bonus":1.0647319058100964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647319058100964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"95ded6bbdb92df87dd4fb3a2473a8e02897b1c02af63f9934d1017cee7d34f2f","formula_version":"titan-u-contract-v1","latency_ms":25.154374999999618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031398572476763,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3633","prompt_sha256":"3869fab8e1645d5f90c33c0a2a51fc232e574255a2df677dae36309642fc9cb7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592328},"components":{"alpha":1.0,"bonus":1.0643255236592328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e94e653f51aa942843852aa8371e8794557b269cadc0f6e4afa17ab20bb8830","formula_version":"titan-u-contract-v1","latency_ms":26.372291999990694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3989","prompt_sha256":"5340d0d90c018e4541a86a02f283f63e4ffdec84269996b52b3312f2ad5caaf9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686430099956203},"components":{"alpha":1.0,"bonus":1.0686430099956203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686430099956203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5450,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce2ebce81a2980ed6e55b8b7d954f4780ce681fbac913b7a11279156b5f71c34","formula_version":"titan-u-contract-v1","latency_ms":25.671625000001086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035309676662287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4093","prompt_sha256":"f6e5395161fa7cecb63dcf099e5e436d80086c9d2d111e71eddb6dd28a0cfdad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664932643071403},"components":{"alpha":1.0,"bonus":1.0664932643071403,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664932643071403,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5180,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd6f574334ebd600d360e543df37a803b22abcc88be1957f674c9db1a91fcc63","formula_version":"titan-u-contract-v1","latency_ms":25.9703329999752,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331599309738069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3963","prompt_sha256":"426338721fe14e66dbcfc6c703690c607fe170906113d8988bad6e07b7e55b46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675418939378913},"components":{"alpha":1.0,"bonus":1.0675418939378913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675418939378913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5318,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5d2375d6908ab674b1fef99e74dbf999dc81802a246aa3439049fed24572e92","formula_version":"titan-u-contract-v1","latency_ms":27.07241599998156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034208560604558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3847","prompt_sha256":"8c3438ec315f435a7a3294bef4ac92fd577ff550e7c687273aeab1a10049cc06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730100804803746},"components":{"alpha":1.0,"bonus":1.0730100804803746,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730100804803746,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5916,"eligible_count":122,"excluded_count":18,"feature_sha256":"69161f3af469ada2ccee522b5bed1c3b36af369a651edeebc027a94b12250131","formula_version":"titan-u-contract-v1","latency_ms":24.649167000006855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396767471470412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3953","prompt_sha256":"5b824bdba620a1d71fd08293317099ef1fff7871c50fc213bbff8c7e7d57ed4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706903292969445},"components":{"alpha":1.0,"bonus":1.0706903292969445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706903292969445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5661,"eligible_count":122,"excluded_count":18,"feature_sha256":"d16742b866ca9a9e06acaabd978389ccfece00cfd3c4d9917bab47e00cf2ba56","formula_version":"titan-u-contract-v1","latency_ms":24.888124999989714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037356995963611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4175","prompt_sha256":"9edce3f118ab69cfdb14c62233e55c6613f2b65ce90cd81a73b27a3f96416b89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665072410970777},"components":{"alpha":1.0,"bonus":1.0665072410970777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665072410970777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5193,"eligible_count":122,"excluded_count":18,"feature_sha256":"111b3906aede1e6f3be979128405335a881125029dea829dc8f573d30c1cb482","formula_version":"titan-u-contract-v1","latency_ms":26.320709000003717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331739077637443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3475","prompt_sha256":"149e5708b568f8e3db8fe48842c29ee832a57feaefa67f085fafe8e7aa07d27d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706903292969447},"components":{"alpha":1.0,"bonus":1.0706903292969447,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706903292969447,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5661,"eligible_count":122,"excluded_count":18,"feature_sha256":"516e39eae37a2ab98a8d4bad15231441bf5c70aa4d47c8e3eec22ca75a5e8d20","formula_version":"titan-u-contract-v1","latency_ms":25.684500000011212,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373569959636113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4259","prompt_sha256":"ffb67d8b9ddf730696223d3499fd6f09b523b5c6afebf10363181a9106d338ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"54fe8fc3b8220fe6be446b8230cfc19f208a273c0899133d37b4d958a57c80f7","formula_version":"titan-u-contract-v1","latency_ms":24.000542000010228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3785","prompt_sha256":"1e1d004db53c0133beb1fd82629cb7e1758a95be5c750b3eb4cc3537efb8893c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064600409191168},"components":{"alpha":1.0,"bonus":1.064600409191168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064600409191168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4851,"eligible_count":122,"excluded_count":18,"feature_sha256":"01f9807bdcd40961dec9d9a12a12b5081609fbb7db51978532ebc8380009c99a","formula_version":"titan-u-contract-v1","latency_ms":22.963291999985813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3679","prompt_sha256":"68b37ecd56a345a990c2a7834b2128d365a46b59d973e41f1a312043ef8e2985","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671281553777892},"components":{"alpha":1.0,"bonus":1.0671281553777892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671281553777892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5267,"eligible_count":122,"excluded_count":18,"feature_sha256":"de7295d2c90da0c60f3270ef63fea02d70fa5be7b647c4397f442dcdeb0ae781","formula_version":"titan-u-contract-v1","latency_ms":22.39729199999374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337948220444557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4421","prompt_sha256":"90899593e9a587955fe0521f21a5746431365e86098469163281e73ffe512bea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646234699707218},"components":{"alpha":1.0,"bonus":1.0646234699707218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646234699707218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4a8114b9ba1debb4120c55734c4c630d6bb220e783be58a749e8d8b57314661","formula_version":"titan-u-contract-v1","latency_ms":22.47420899999497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312901366373883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3349","prompt_sha256":"4ef659a8ea635fa83e4fedeab5ea5fb2ee44d7eeb28044ccb5d71af4da5e9ba6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660679064909515},"components":{"alpha":1.0,"bonus":1.0660679064909515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660679064909515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5117,"eligible_count":122,"excluded_count":18,"feature_sha256":"07c8a27c0b35f3a1181aebfefb79fc3fbe3ab8cc7235ae544901860ba4f080ca","formula_version":"titan-u-contract-v1","latency_ms":26.302458000003526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032734573157618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4320","prompt_sha256":"b62f2a0916030a77ed9692d7b27c3cf9c024c292b45cc8463c594b0e3a231691","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670901767481977},"components":{"alpha":1.0,"bonus":1.0670901767481977,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670901767481977,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5270,"eligible_count":122,"excluded_count":18,"feature_sha256":"77bf3a72c250e8f437cd7a9fc8c561c473e15e7f2eb735952197236c3d5e73d1","formula_version":"titan-u-contract-v1","latency_ms":22.521499999982098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337568434148643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3855","prompt_sha256":"b5b57ab1feadb9205b99add3859afc30eec8842a8650c9aa9f0da7783754615a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648541603489652},"components":{"alpha":1.0,"bonus":1.0648541603489652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648541603489652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4905,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e7282e62750b9caff7c8087e0ec0bfbaab6e246c168f457dac4c4b5355873ba","formula_version":"titan-u-contract-v1","latency_ms":23.433208999989574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315208270156317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3622","prompt_sha256":"9ea0dabbf4b78877d455655341b13c8ec5288dfbf5b76b30d1b62b96b928ed1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651499894381071},"components":{"alpha":1.0,"bonus":1.0651499894381071,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651499894381071,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4965,"eligible_count":122,"excluded_count":18,"feature_sha256":"3efbd03b8e552912b96035bf67641ebebed75cb8f2b9a00a6cb03cbe188f017d","formula_version":"titan-u-contract-v1","latency_ms":21.655374999994592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318166561047737,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3976","prompt_sha256":"ef7f75544b270a7bc5c1b3e1a93d45c7758412156d9e07157c00788ed002d04f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649913291900548},"components":{"alpha":1.0,"bonus":1.0649913291900548,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649913291900548,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4932,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0911d45127339a5ad8d8aca6eae13dd52da61abc9d82c0d27503f707b9175af","formula_version":"titan-u-contract-v1","latency_ms":23.34870800001454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316579958567214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4193","prompt_sha256":"8e689668b53193da0c5c02c5bae3dcf0ea2e262c6c4993bdc222a42576a2c3ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069631365383654},"components":{"alpha":1.0,"bonus":1.069631365383654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069631365383654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5556,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e48c8a393a21795ed38fa9f9bb796c927a0dbbd952863f636fcdfe2bc148dd7","formula_version":"titan-u-contract-v1","latency_ms":24.561707999993132,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0362980320503206,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3888","prompt_sha256":"df438182bbc39c578ab0101629d8b82acbdadcc118bd92980109f8937e3d90f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692112491516819},"components":{"alpha":1.0,"bonus":1.0692112491516819,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692112491516819,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5512,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f8cd5679434d797545dece5713451f381dfb2b52c948b594400209f7eb1de57","formula_version":"titan-u-contract-v1","latency_ms":27.211915999998837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358779158183484,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4311","prompt_sha256":"5ea15eddf8d41ce89d8033012279a22028d0e393bf9b4914395c8eb951b8cf61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697875993918142},"components":{"alpha":1.0,"bonus":1.0697875993918142,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697875993918142,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5574,"eligible_count":122,"excluded_count":18,"feature_sha256":"04a0b4cabfb6dd076b450642b65f4d075536124fd6493e116e9ca5ab26354251","formula_version":"titan-u-contract-v1","latency_ms":25.274582999998074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364542660584808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3729","prompt_sha256":"974c3759e70e520b50fa739d09c57ccde50830fc4a50f5f382adf2c079b72e80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650592743188052},"components":{"alpha":1.0,"bonus":1.0650592743188052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650592743188052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4950,"eligible_count":122,"excluded_count":18,"feature_sha256":"970c09f92295729eccc8cee8589e7210bd7511d2708cfa35c5c6ee919e4dd74a","formula_version":"titan-u-contract-v1","latency_ms":24.948166999990917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317259409854718,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3534","prompt_sha256":"28fd0664f7ebe3960f80b598cf12d4faaaabec574d3cfd0c28dd1ef1c9de5d21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651553913924954},"components":{"alpha":1.0,"bonus":1.0651553913924954,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651553913924954,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4964,"eligible_count":122,"excluded_count":18,"feature_sha256":"e97ae44302c4f6cd984d13d16614784e3d21255e6947bfa111724f96ef224694","formula_version":"titan-u-contract-v1","latency_ms":24.450083000004952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031822058059162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_3447","prompt_sha256":"eb00a311c8420ab50cc8b210145b15f2508211ac2003ccb763ec93537d8c34d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653264757810161},"components":{"alpha":1.0,"bonus":1.0653264757810161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653264757810161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5001,"eligible_count":122,"excluded_count":18,"feature_sha256":"c64715ca32f4581d3377e42074f39dbd5717ea84ff40a6a99e9bb16c04a5eaa2","formula_version":"titan-u-contract-v1","latency_ms":25.40154100000791,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319931424476827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4070","prompt_sha256":"8be62fbb631617a0b9952aa974fe08fad18cd6da4b9289cb465b74fd729bb5d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656352308893038},"components":{"alpha":1.0,"bonus":1.0656352308893038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656352308893038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5047,"eligible_count":122,"excluded_count":18,"feature_sha256":"53482e9ae7a3f4a2289c20cc739c74e5ded7637ff1d31e7dbb40f7e896f2ff25","formula_version":"titan-u-contract-v1","latency_ms":24.118415999993204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323018975559703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_chemistry_4318","prompt_sha256":"5c99118b8b7437807696505f9ea3317b3946a9e90cdbae3e56e236c60767f638","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677851236613571},"components":{"alpha":1.0,"bonus":1.0677851236613571,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677851236613571,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5360,"eligible_count":122,"excluded_count":18,"feature_sha256":"91445d04c73452507937cce01acbdb415e2e00c4fe85a1219c28e19699a676ad","formula_version":"titan-u-contract-v1","latency_ms":26.287708999973347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344517903280237,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7149","prompt_sha256":"907751abe76547cab3b71ee0fe5a2438b80d033f885cc7ae2a1d621194631837","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745385},"components":{"alpha":1.0,"bonus":1.0643421126745385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e3efe12b5a1ac5eb42b452b141b2b13ec4ece695753709eb294daa34a1d5562","formula_version":"titan-u-contract-v1","latency_ms":23.321165999988125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031008779341205,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6590","prompt_sha256":"34ffa4fd8736ddf7c9d191180d9aeaef847f2e2fe9d204bd0d9bf4d99e25b2ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712033},"components":{"alpha":1.0,"bonus":1.0645413074712033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4840,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dd800abb04be0d3865f87c0e175fecfa0b8445ebf1334c88843a78643bd75a9","formula_version":"titan-u-contract-v1","latency_ms":23.45716600001424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03120797413787,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6428","prompt_sha256":"3985794c479562b073f22bd74c25db36435e78b6acef4621ecaecc5bc6aa1678","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708269621243667},"components":{"alpha":1.0,"bonus":1.0708269621243667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708269621243667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5674,"eligible_count":122,"excluded_count":18,"feature_sha256":"818a3920766f954ce24d45b21ea51e5d0fbeff11aaa5c7049f119d319205c0f0","formula_version":"titan-u-contract-v1","latency_ms":23.91129200000819,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374936287910332,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6846","prompt_sha256":"56ad00d0efb835b833d68a4dbdaf7da4c5daeed629b2957b3650487a3ea54de1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"e24904f6b515eded90bf722a818fbc8cd33e21499a98ae7c763598bb622d3aa5","formula_version":"titan-u-contract-v1","latency_ms":23.148082999995268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7746","prompt_sha256":"8518444fa5fbd63888eeef2fd602ffd1f705fa5712e2afa28b88f5f7852e8af4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536321},"components":{"alpha":1.0,"bonus":1.0641242878536321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"5531addec9e9c89ebdc0b24641859b7f300658878d7673760ac6cdccd556d9a2","formula_version":"titan-u-contract-v1","latency_ms":22.77720799997951,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307909545202987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6934","prompt_sha256":"450dea4e69e58524fd59fcd41ab380f9cd7e6704abf8cb75376ac3e9ccadebc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065938920037166},"components":{"alpha":1.0,"bonus":1.065938920037166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065938920037166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5097,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd94473c6e0f7d7bb7aee710347be6a0e2528be8bde8507c8d1c3b5e0c54b14c","formula_version":"titan-u-contract-v1","latency_ms":23.06545900000856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326055867038326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6962","prompt_sha256":"ff74ccfea4dbaa70aeeb189c27ef37411ccdab389648a66522b154ee3861a724","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb20fa4eecf2c5585d81e02f1e6348e5942387c98c698e93d67d417105fcf6cf","formula_version":"titan-u-contract-v1","latency_ms":24.759875000000875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6821","prompt_sha256":"b3fdd0da83f8c74ecca03cdc9c0b7cc75f6abf4c62d4adf6a6596ea1f675ced1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655457668490829},"components":{"alpha":1.0,"bonus":1.0655457668490829,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655457668490829,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"28b7c009c5986471cc828944e1cc2b885a2af453e203feb386dae5bf8922eb70","formula_version":"titan-u-contract-v1","latency_ms":23.91133400001877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322124335157494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7770","prompt_sha256":"5a91c315e9385dbe4dc476675e2ae1164e2d5ef6305e3c581eb775e3467a7c53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793138},"components":{"alpha":1.0,"bonus":1.0638002668793138,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793138,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1bf98157e1c415b6e23c59f0ea0486361e39f8f906644cd9f3732da9d9879ea","formula_version":"titan-u-contract-v1","latency_ms":21.549708000009105,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459804,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6656","prompt_sha256":"8ef94d964c3d1850d742917821afe4a8af9f511d4586e63b059011c9fd90893d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649450139854637},"components":{"alpha":1.0,"bonus":1.0649450139854637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649450139854637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4924,"eligible_count":122,"excluded_count":18,"feature_sha256":"3057d06ce4abbf5e9e196e3dacee0cd87a846b5c50f235f9191084ce32999837","formula_version":"titan-u-contract-v1","latency_ms":23.46491700001252,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316116806521303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7001","prompt_sha256":"bf36a1a6f315a59ee8a2f8223be8008211774bce143fd0fdfdd1edb49958a01b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650068991853996},"components":{"alpha":1.0,"bonus":1.0650068991853996,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650068991853996,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4936,"eligible_count":122,"excluded_count":18,"feature_sha256":"17afb396907072b35434193e3276b4894fe4c9dc003c73d51342660608132e0c","formula_version":"titan-u-contract-v1","latency_ms":25.237749999973857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316735658520662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7709","prompt_sha256":"2b1ff3756980a861281261ffdf92ac35f4e221ac5bd33a9a481586e3ec6a77a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"99c22bb85270927d9739b906fe0b5e47040d25856d89534f95a7a6eb4515a9a6","formula_version":"titan-u-contract-v1","latency_ms":23.50329099999726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7350","prompt_sha256":"9c2bdca779ee470ed2871abca446fd221ed44e873b44ebc614b8c3fa9c1299ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"98c7582fb698f14f5d1f921aa4e49cb0edddce030fbd76a0b1c6b8f8b3e90f04","formula_version":"titan-u-contract-v1","latency_ms":23.162291999994977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6516","prompt_sha256":"54645e4bda3cafbdd4ad7d62b0867f9164e5901a8d3d38d1e3603b63049c3322","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"c89259b23f10c22c95d642b53f749e4f23b071452b6f8ee38039bdf8f3909524","formula_version":"titan-u-contract-v1","latency_ms":25.577416000004405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7717","prompt_sha256":"442fc72ec0b573ea9180c989f98956ea8eaa29223cf774f0e73638f8d1703ae3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188747},"components":{"alpha":1.0,"bonus":1.0642443365188747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"afa53909b354fd23eb82e84b21c1446d22739c4bed136971d7fc31f993397540","formula_version":"titan-u-contract-v1","latency_ms":26.088583000017707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6842","prompt_sha256":"552ef56a7188b2601fcb794ec3b1f6adc9fd5fdcd6a9175d80f684df26bcbd1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0799497818185806},"components":{"alpha":1.0,"bonus":1.0799497818185806,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0799497818185806,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6373,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e3da4e9eb839c9f4fc981793e34c9092795489871432bc1bdb237a2fb713089","formula_version":"titan-u-contract-v1","latency_ms":26.588541000023724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0466164484852472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7399","prompt_sha256":"9c197799478fb90659ff2c03717b821c75bf63ca41bee078bb93954d75051d00","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676708038119707},"components":{"alpha":1.0,"bonus":1.0676708038119707,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676708038119707,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5349,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d509ed5a53384d05534941f3887a4199bb7b07a2aa26918b5bef5d897f66b6d","formula_version":"titan-u-contract-v1","latency_ms":26.03675000000294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343374704786372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6832","prompt_sha256":"b1254a56543bb98f169da9ef2bf906a9aaea2bb924638590c0ab06343c58e683","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064029032146209},"components":{"alpha":1.0,"bonus":1.064029032146209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064029032146209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"e257470a7e369268104510287d20df7405dbe50efdb017850a9a87170afd853e","formula_version":"titan-u-contract-v1","latency_ms":23.631207999983417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7594","prompt_sha256":"bc00910c38581fb93233f76f066374122c92f36030fc804d7bc3aa0269f25ee9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443103},"components":{"alpha":1.0,"bonus":1.0638597769443103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b9d2bdafac701057cc493130f247596c15838006d96818a60b3164b36b060ba","formula_version":"titan-u-contract-v1","latency_ms":25.27558300002397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610977,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6560","prompt_sha256":"fc8cdaeda65a49d09ce07be2585ee5de718088cd05dcca86385ea203720738b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118165},"components":{"alpha":1.0,"bonus":1.063797208118165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"b723af14afe152418554cd2bc3ec907a6b04d16af0062f27e9fb878d0b5a4efe","formula_version":"titan-u-contract-v1","latency_ms":23.890457999982573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7010","prompt_sha256":"28f538e338a2f5018ac04d04d7d4845f8468e1b65536c06e4624274dcea8c3fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"55c5a05bf0fd8569528d031210de256305d5ba76eb5bee8e123d3fe070185e20","formula_version":"titan-u-contract-v1","latency_ms":32.76800000000435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6553","prompt_sha256":"636c2ea48ceb002d5309e1c547dad3fabf3fa9ca578bd8940c5fd02fbfe58ef9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639937147370746},"components":{"alpha":1.0,"bonus":1.0639937147370746,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639937147370746,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"1853662a9e058d686791e1e87f43bb3a8745d6ad907a55ec8a0125a1f516e0e8","formula_version":"titan-u-contract-v1","latency_ms":24.17441699998335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7679","prompt_sha256":"6862ff7e261d238eb11d9ff57a449f7a072c52e3bd549049fc3b31396e3f9e34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643840978765609},"components":{"alpha":1.0,"bonus":1.0643840978765609,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643840978765609,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"0cb261d902c7679155bfb23ba733bddd5081c1e1ff0f047f21ff318a8e120977","formula_version":"titan-u-contract-v1","latency_ms":22.791499999982534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310507645432274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6521","prompt_sha256":"6e6f53ff189421eaf1b1c2340492fdec3829d33affbf910a852efd27e750fa4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074908604399695},"components":{"alpha":1.0,"bonus":1.074908604399695,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074908604399695,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6020,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cbd188c5bd67c892fb3730de5bf362b0fc925b19f2ec8dbbd8ebebb687cba9d","formula_version":"titan-u-contract-v1","latency_ms":25.845209000010527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415752710663615,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7513","prompt_sha256":"d71a624b8dd9e87cdc0e2b586fb4e72c655eccfb2a0ffcca14d25cfe5f09a645","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"05271f3d0ba0e72f9194f1a9458ad71fb6c912c7c8fd6f99a656e3f1a871b02c","formula_version":"titan-u-contract-v1","latency_ms":22.83712500002366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7720","prompt_sha256":"c3254bba8092f0af83e833d555ed8805b606c6d14e541b97bf7759cf9e69ba5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663346244261236},"components":{"alpha":1.0,"bonus":1.0663346244261236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663346244261236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5156,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed4ea08ea11bc85df2e2ab375756aefb20ac946773ffadfbb0c13e4925601356","formula_version":"titan-u-contract-v1","latency_ms":23.55562500000019,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330012910927902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7086","prompt_sha256":"2c72960c38c6ea6d43ad36b80dd7bc78fff9375caea21f98c0da620417a6d6ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"db5a74172f86d03534120866b0f2b17e03e2f39130cf7927d59b57395109b3b7","formula_version":"titan-u-contract-v1","latency_ms":25.30070800000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7603","prompt_sha256":"538e7e077a00cc8ece59994e73bb6d49e35d61ab1d2db49129c999b75177ea0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"46ba7cc5132f185bc1a492a2c091a484ed79d5a7e865c21f09234a990aea2877","formula_version":"titan-u-contract-v1","latency_ms":23.898290999994742,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7091","prompt_sha256":"1ad272d3664ed52ea5a742244e4433b6821589a7b56df39c4f8265048838990a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef206444bd82e7ac917615c67a71aa50c8b82b4510796868bfc6cab3879c5014","formula_version":"titan-u-contract-v1","latency_ms":25.77562500002273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6662","prompt_sha256":"836aae310c29456e1d67bc356c6627969f098fd0c8050a46496c99926e6ed234","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064536812421252},"components":{"alpha":1.0,"bonus":1.064536812421252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064536812421252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4841,"eligible_count":122,"excluded_count":18,"feature_sha256":"b46d7551950355ad042de3d7c152002c29feb375169ae72ea1cc0ba3332b839a","formula_version":"titan-u-contract-v1","latency_ms":23.061374999997497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6979","prompt_sha256":"f22ba41b2e333fffcb553161e0b1edbe9516f29e61478ec4203a532ee677f324","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693909481569404},"components":{"alpha":1.0,"bonus":1.0693909481569404,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693909481569404,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5532,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfc69e50b8994f996ca62015fd8784507d0ac649f2d98c872f864e2582415b92","formula_version":"titan-u-contract-v1","latency_ms":25.67004200000156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036057614823607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6533","prompt_sha256":"8d78eee118c51c8462488a5e54c53e118f2fa4b55999389269fd678517702426","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643840978765606},"components":{"alpha":1.0,"bonus":1.0643840978765606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643840978765606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4804,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bfeda9c5eb36df7cd5c77e3369bffd8f934412622dc0a44a684c450f748330c","formula_version":"titan-u-contract-v1","latency_ms":23.2464580000169,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310507645432272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6646","prompt_sha256":"d54729f4291bc1284ee18bcab5fc04fc0250a4bcc49d6f6d7ef4fd75438fa07b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064461516595363},"components":{"alpha":1.0,"bonus":1.064461516595363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064461516595363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4831,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4e9c5288a93e9c085e745866f2d252ed216b9c62795261a683cb3cf84f23ac1","formula_version":"titan-u-contract-v1","latency_ms":23.440707999981214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311281832620296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6982","prompt_sha256":"39a46d778d47425075999ca7e2115b73965cc0d62bd19dbca4ec7cc6a2088fb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072421620824804},"components":{"alpha":1.0,"bonus":1.072421620824804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072421620824804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5818,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1727b683e40716391e3ebfab4c978a29d81072dd2ea6777e7a07e17517c27ea","formula_version":"titan-u-contract-v1","latency_ms":25.390958999992108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390882874914706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7510","prompt_sha256":"ba7efa6dc97a7389a8f8849a0c752286780b3a9df9a6077b31fc31660159d342","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763298496801528},"components":{"alpha":1.0,"bonus":1.0763298496801528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763298496801528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6126,"eligible_count":122,"excluded_count":18,"feature_sha256":"c52f784dd017e9bfd7a811942cdfa454c3e9aa41fcf987882050d2dd257e6c04","formula_version":"titan-u-contract-v1","latency_ms":24.06187500000101,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429965163468193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7275","prompt_sha256":"d69a008beb0b861ee8d870321c56b79040a5999b1bfdbc8ecb604eae052336e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689879888532423},"components":{"alpha":1.0,"bonus":1.0689879888532423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689879888532423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5488,"eligible_count":122,"excluded_count":18,"feature_sha256":"231991fdb9212167779fe4d0d773a4213bda11be7cdf9cafb4c4d58b028846ce","formula_version":"titan-u-contract-v1","latency_ms":23.553750000019136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356546555199089,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7278","prompt_sha256":"ca3639ae8ac7bd245b475993a9c23d88da153fc4466a9b4fb3c82a55dae092ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066727604053631},"components":{"alpha":1.0,"bonus":1.066727604053631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066727604053631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5213,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f95ebb0abe9c50d6befcdcbc034a088074f67197549e92c1f7f552636122317","formula_version":"titan-u-contract-v1","latency_ms":22.794374999989486,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333942707202977,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7286","prompt_sha256":"a19633817ac1c9d688b430bde27c645c9c4dd2b16a669251dde2e37c55287049","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763988573015115},"components":{"alpha":1.0,"bonus":1.0763988573015115,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763988573015115,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6131,"eligible_count":122,"excluded_count":18,"feature_sha256":"13164ee4307bba76242e98b419d1636922a806b32bdd83ba7a77f4095bff99aa","formula_version":"titan-u-contract-v1","latency_ms":30.212750000004007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043065523968178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6853","prompt_sha256":"b50f2474b65376ee6f3d2b60b11d4bc1c215dfa5465844135f44c97b68953e7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644922645327206},"components":{"alpha":1.0,"bonus":1.0644922645327206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644922645327206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4829,"eligible_count":122,"excluded_count":18,"feature_sha256":"dabdca2fbd0aa2736f96ca422ec37efb94d129422f2f0d1dc2abe997ee46adef","formula_version":"titan-u-contract-v1","latency_ms":29.41216700000382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311589311993872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7409","prompt_sha256":"4754e55d92ff2900f924c91a689a7ad96eede5e38577cb9946a31f5fe5861dfc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069515402092228},"components":{"alpha":1.0,"bonus":1.069515402092228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069515402092228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5546,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ecd33cc95ff71c2cb7a7d67b8857e6833dc4c7c8ba92bcf650f7ec027535359","formula_version":"titan-u-contract-v1","latency_ms":27.60520900000074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361820687588945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6537","prompt_sha256":"a7859481991d7122906975280acbba1d13b087e9b0af90468d91928f4b87948f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117753},"components":{"alpha":1.0,"bonus":1.0641507801117753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"154bf06698a9415f1756a82d8654d695dd5e953b3c2fdd87f0e406efb65bae30","formula_version":"titan-u-contract-v1","latency_ms":27.34829199999922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030817446778442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6999","prompt_sha256":"b285197adcbbca9ddba93f312474dcd48370520091f7ffed611483087846417b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682652409397209},"components":{"alpha":1.0,"bonus":1.0682652409397209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682652409397209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5407,"eligible_count":122,"excluded_count":18,"feature_sha256":"d13dac5fcccb08aa32d781b02c7c886305daeb907736b3c8e79e77d029a1c533","formula_version":"titan-u-contract-v1","latency_ms":27.699417000007998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349319076063874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6963","prompt_sha256":"620e51b1c1b5223f64427b9b28512b8f81ec0f3056443f686040f2e0f8521422","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067352013307934},"components":{"alpha":1.0,"bonus":1.067352013307934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067352013307934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5296,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0b8196daff4a312e8b995efd832c12f2db37caccbc46580c01b13eac0d921a8","formula_version":"titan-u-contract-v1","latency_ms":25.26008300000626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340186799746005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6432","prompt_sha256":"a943ebd71cf18697be37f4a29e4cb20a6ba60b9f6569d28edd59ed3561bcdaf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646142237038263},"components":{"alpha":1.0,"bonus":1.0646142237038263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646142237038263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"541fbe8d3acbdc3294912c49e270940aabef4d5d0f4305de26e97c475d85733d","formula_version":"titan-u-contract-v1","latency_ms":31.79074999999898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7477","prompt_sha256":"cbb836678f56fa574a9085201c3922e3242ecdbf621f18d6808970374623e762","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644441074159319},"components":{"alpha":1.0,"bonus":1.0644441074159319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644441074159319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"edf409d04d1a99d1aa0828e20c3c66385d79772f480eeac7efec0886c9de81a1","formula_version":"titan-u-contract-v1","latency_ms":28.26529099999675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311107740825984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6917","prompt_sha256":"56c5a5b3594206f2898a21cb0b94146af0612399b70234d4e2566098ab82f0cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"37a0b2e6ab56c124a7d1e1ea4c9a95137e83b1eb4b03728cef496d564acc4ac0","formula_version":"titan-u-contract-v1","latency_ms":29.42000000001599,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7357","prompt_sha256":"0b9850745aa1e9a76a5ba09e7a6d355b4be51686e5b556a0d3f16c523317cd81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"b00c70dee1ab0e6c3b6461a92e288a570add51d4e328f40f3870bb7d5c276fea","formula_version":"titan-u-contract-v1","latency_ms":32.52954100000238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6698","prompt_sha256":"47a34ad14bde5c66a8c19e06837cbee10d8a0e8aaec9cc3e012d075ca3fa9656","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba05e63e2f303f809e72ce106e51085b474eb6b198834be74c400502cff7ffa3","formula_version":"titan-u-contract-v1","latency_ms":24.417249999999058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6595","prompt_sha256":"479c3492af3aea9892e73f8da7f34adcc20bc221d44bda43db31357e4088b39e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065315226235878},"components":{"alpha":1.0,"bonus":1.065315226235878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065315226235878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5010,"eligible_count":122,"excluded_count":18,"feature_sha256":"150bff0cbeafc1db66897cb14c470ac44602429059e1040933a5ce85dca10cc7","formula_version":"titan-u-contract-v1","latency_ms":23.865290999992794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319818929025446,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6954","prompt_sha256":"f8650c32b9946ec67224d31b8a9a2314ffb172cbbba2bda7bd1018349db3e437","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647705298560812},"components":{"alpha":1.0,"bonus":1.0647705298560812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647705298560812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4889,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e4f578f721ffdc266186b70fd2a56759768ce0fe9511c5dcbd94ea0fa37f795","formula_version":"titan-u-contract-v1","latency_ms":25.0489580000135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314371965227478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6523","prompt_sha256":"9cff664ae301a9314271ec37b40cefe4cd05c3ddd30f47231cd425280b249d4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423842},"components":{"alpha":1.0,"bonus":1.0639086287423842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fdf3a446bdf6dd9d37586adf6aa8488726fc257ccb0c51b0713f3deaec67eea","formula_version":"titan-u-contract-v1","latency_ms":22.761542000012014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6706","prompt_sha256":"7c466d754b9e473227d32e173cd59c7fb18817a0874b67adf7d35b7ad65a1350","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"01f5421d5226fa00d2e7f797de443042dc2c610595c614dafca39fc82bde540f","formula_version":"titan-u-contract-v1","latency_ms":23.85966699998221,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7038","prompt_sha256":"9c7bb693d7648d44166cc06fae6a01c2fbf9427ea4a2d567117713f49b628470","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751064},"components":{"alpha":1.0,"bonus":1.0643883366751064,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751064,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1b4c5319764f44616fe3cfea0b2af7124c6578678338a5622397619a697f899","formula_version":"titan-u-contract-v1","latency_ms":24.857166999993296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031055003341773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7579","prompt_sha256":"08c2b2fafb6daabe6698889c937c61dd47ab7b515cd2d89891948b2d40cf85d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"80aa6703f9c00d3929be35c35f13a0022a85a35f5b7cba28c737fd10006dc671","formula_version":"titan-u-contract-v1","latency_ms":23.461667000020725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7336","prompt_sha256":"1827567856b631c6cc0b8b84d56beeb546d5db59bbe9e8f80f4027d23c856207","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478196},"components":{"alpha":1.0,"bonus":1.0646096115478196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"e873c8676f0ca94a2ce589f2c5819edd800f9706722bf8d31f677650d3bf7bc0","formula_version":"titan-u-contract-v1","latency_ms":22.58179200001109,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6918","prompt_sha256":"209c051fa3480d7df888e3c37830f6f913e31b628b195c14ff1818a986985053","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064914466195525},"components":{"alpha":1.0,"bonus":1.064914466195525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064914466195525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4925,"eligible_count":122,"excluded_count":18,"feature_sha256":"21373635a6b7b4d7b4fa3aa980dac4cc5e6c9a3509eabfbd1624f751b034dd26","formula_version":"titan-u-contract-v1","latency_ms":23.426957999987508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315811328621916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6713","prompt_sha256":"8e15a45b4101c5400ec60dc1bb57ebfd4e1f1790f8e8dcb567252bc558eea4ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975413},"components":{"alpha":1.0,"bonus":1.0639185970975413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"50cc0ed8109dc350e31160cbfb284ac169d9ba38881834f9facdb599638adfb6","formula_version":"titan-u-contract-v1","latency_ms":22.89900000002376,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030585263764208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6504","prompt_sha256":"6e1c759d8dbb0d2fb1136beabee520d033621661d64353c4e1240551c0778190","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653813},"components":{"alpha":1.0,"bonus":1.0640433643653813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"6caf0b180eb9aa303d4cec60989dd9bb21c429a3294f12b28db07bb579991df4","formula_version":"titan-u-contract-v1","latency_ms":22.591957999992474,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6716","prompt_sha256":"d64be8f02619b67fcb588e7ebb6047c23466e28b81cc8c5446dcf92afeaf498d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b4b9b8bdc57cd2d2a85dce6465ffc118b08973b807bab138c056d011a3a8829","formula_version":"titan-u-contract-v1","latency_ms":24.28883400000359,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7673","prompt_sha256":"0d5369a65eb88b0426bdf75b0fde1548b79d1041fb38f836c14fcb096b0a12d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624348},"components":{"alpha":1.0,"bonus":1.0639523015624348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f005d90126efc7e1623d3a5b64d574d3b4ab5709515cf64dff345b3b2f7c7e7","formula_version":"titan-u-contract-v1","latency_ms":22.75749999998311,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6946","prompt_sha256":"46a8c8609c27fa52179d05aab61b88f3936d2e93ed31f037eeace1dbc9777f6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646327455101594},"components":{"alpha":1.0,"bonus":1.0646327455101594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646327455101594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"7986f79ef77eed23feb5831bc303808f036ab71b19797873261f2d31c7e259ff","formula_version":"titan-u-contract-v1","latency_ms":24.425540999999384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031299412176826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7233","prompt_sha256":"c0a37393b82aab6ad91e43328cd80a7c3975905eaa5c115092363e6aa914ddbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff6da35241a3b9ce8860a1a8c1d19d03c3a5c50c4a555de3e19fe10e1c11fd3a","formula_version":"titan-u-contract-v1","latency_ms":23.341666999982635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7051","prompt_sha256":"c24fbc0ae9a41d585c50d925850d9cc9379362a3f0790b8827be39f36e43b4a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4908,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2a4d257ecfd4bd90e2315f9b7f3510dd31ce9364f96e982b2562b16374e87a1","formula_version":"titan-u-contract-v1","latency_ms":23.500958999989052,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7581","prompt_sha256":"f5910368e318a0c5036f8b4e8e70ad766114249a0171236817a293f1792b7b09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281778},"components":{"alpha":1.0,"bonus":1.0647415179281778,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281778,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"798bc083aa98336895f983496d016708923d9a6efcbd480ba038087729b616a7","formula_version":"titan-u-contract-v1","latency_ms":24.657708999995975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948444,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6669","prompt_sha256":"de13742c501ab07becfafdca14d8f6a84dba519160005abdb50801e85cfad70c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed8516e7f1122c5a56c5e23ecf760bd9e105b678e6f0131d7c9a693d413e95fe","formula_version":"titan-u-contract-v1","latency_ms":23.18887499998823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7030","prompt_sha256":"d310611cd4ef1447a1e1de8344e78039694ea44dd898164afa1b2c36267ba27d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326714},"components":{"alpha":1.0,"bonus":1.0642845638326714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"0789e8d0cb07594b6efc730b53454ca2989216d3d66cd7288605390085ff939b","formula_version":"titan-u-contract-v1","latency_ms":23.46324999999183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030951230499338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6921","prompt_sha256":"305296419f9ec3fb6f6af8bda142d777add3a1226f124ef51eef8f124a8322a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191658},"components":{"alpha":1.0,"bonus":1.0641469735191658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1e7ea85edf88f39f46945515f7a0e961b4f5835a4f5f52a5c35be63f8f8414c","formula_version":"titan-u-contract-v1","latency_ms":24.41541700000016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7148","prompt_sha256":"931919826b23f8c033936e8dfea501f22546a2a1783dd65d39f7f417658a3f59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dcf608b1d1192e2795705263b8326bfce69f2ed97b0da171cd7cfe0953d9508","formula_version":"titan-u-contract-v1","latency_ms":24.20645800000898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7664","prompt_sha256":"e50c7b84f253c155e25d5e9e60ef493a243771c4040b02a7a0da1477caffc7a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179368},"components":{"alpha":1.0,"bonus":1.0641393823179368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5ac6dee3f983bfa485b5eb60fdc7893d322a9716efd8a26abd32cb761662ccc","formula_version":"titan-u-contract-v1","latency_ms":22.354083000010405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7691","prompt_sha256":"79713d09009820431e76f62a04f56a52fd686ab50a5e4038f223ae24873bafe9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745385},"components":{"alpha":1.0,"bonus":1.0643421126745385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"3658ec904c0eed1a11ddd360e62b3a3772508bc51bc50c8f301914f03a5e2443","formula_version":"titan-u-contract-v1","latency_ms":25.34758300001272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031008779341205,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7484","prompt_sha256":"1a56a92dfd18cb2b9e85850ffe33c7889fd96092ff71d9d1e2d7960813029b96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bd5d499b74e290ca5cb270db27f53f4deeaf18182d71df22fe435577d1cb4f6","formula_version":"titan-u-contract-v1","latency_ms":24.680958999994118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7472","prompt_sha256":"f66b25c2896918059d71f35997a10c20cb1bc545889b2405956e9f5201a9a57a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064304952187106},"components":{"alpha":1.0,"bonus":1.064304952187106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064304952187106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2b5447c545fe1868204335cb2254beb050a8631b79097cd73dce3b8e936bae3","formula_version":"titan-u-contract-v1","latency_ms":23.92599999998879,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6697","prompt_sha256":"c77ec5621667600e01864bba587fd118ee9ec77ec7471adef89e5a5d64b83a44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941353},"components":{"alpha":1.0,"bonus":1.0644658871941353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4829,"eligible_count":122,"excluded_count":18,"feature_sha256":"9347302e247e0c3d0bb14c94dc8d30b4a86de803338829efadd7b8817d2770a4","formula_version":"titan-u-contract-v1","latency_ms":25.356165999994573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7346","prompt_sha256":"265b656b917c7eb347e5365cb5662c934ef4d44663e0904dc9c19229d5a4f8e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064150780111775},"components":{"alpha":1.0,"bonus":1.064150780111775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064150780111775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"3936dd1ecaf4e41d1330c609f4e1de0974b1f37313537a548e1d605d03b23c4a","formula_version":"titan-u-contract-v1","latency_ms":22.73433400000613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7031","prompt_sha256":"5f613f3e7cd0f3b8f35e2cb3a5e262588468b82b24e56301ec2ccaeff9062bc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4951,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f610fad67de80f0d7a6197db1bbb2181a0fff4a6909e597f89510e9b3becfc3","formula_version":"titan-u-contract-v1","latency_ms":23.584624999983816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7668","prompt_sha256":"51e3cf35725ec7935fe336322022571e181619aa87b7c32b17a6fd2ffee1c6cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064256327794202},"components":{"alpha":1.0,"bonus":1.064256327794202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064256327794202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"87550266477b0902f79d7ff4ccaabd8abf635df128a39e298457232b562ab96d","formula_version":"titan-u-contract-v1","latency_ms":24.080125000011776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6587","prompt_sha256":"021302896ec5da8fec099615704fb9b8049665b111d200b0040813719bdafc10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644702651142963},"components":{"alpha":1.0,"bonus":1.0644702651142963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644702651142963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4827,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c5191c29329bdc3493f86519eea4686c7d83aceb03533cb8059469ef5be83dd","formula_version":"titan-u-contract-v1","latency_ms":22.269041000015477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311369317809629,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7254","prompt_sha256":"06bc7d8b4b400d2b4e1ad3bfdbb46bb272bd1c6357fb31e73831d6ce8675734c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064329659926848},"components":{"alpha":1.0,"bonus":1.064329659926848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064329659926848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f54239c7829708f6f25d01cc457fb3f6dea9e6b3cd186698a90951f34fa593b","formula_version":"titan-u-contract-v1","latency_ms":23.56008299997825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309963265935145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6945","prompt_sha256":"cb38e90308912f44e74b6c9729e29d930d609f8aee3f7b79b21b6a0bd1052826","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064439773425439},"components":{"alpha":1.0,"bonus":1.064439773425439,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064439773425439,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4824,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf74f9131e1f0be0bbd0c73f67a2f8b882e97febed3c3a9a9e23556e8f207593","formula_version":"titan-u-contract-v1","latency_ms":23.821416999993517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7569","prompt_sha256":"5316aa27db3e754f993d54e751fcc3dea9e7d0dda6417a72062e0379ca6b570f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647127693655223},"components":{"alpha":1.0,"bonus":1.0647127693655223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647127693655223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4895,"eligible_count":122,"excluded_count":18,"feature_sha256":"1790622f40b38dc8227e6dd1a6fa0aee8f02ced0af428a5dd0a9e5f8734760b7","formula_version":"titan-u-contract-v1","latency_ms":24.633332999997037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313794360321888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7251","prompt_sha256":"1e4b371aed45244f411ee73bed10bfb3ae603966fc7c155bed9bbe7493946eae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff023cb99e048955c7194973e60283423ae0623487d1853ca1ebcc2404c86d44","formula_version":"titan-u-contract-v1","latency_ms":23.829874999989897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6700","prompt_sha256":"3eef6ff1cace16d918128cbaa5ed7bfc99d4ac8fb029e0e12973330a08ba87fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645189054215993},"components":{"alpha":1.0,"bonus":1.0645189054215993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645189054215993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4846,"eligible_count":122,"excluded_count":18,"feature_sha256":"05a6a467c04c22186fd6edaa71e2e395cb0c8eff4628c9bb06b32afc009b9e0e","formula_version":"titan-u-contract-v1","latency_ms":24.264375000001337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031185572088266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7586","prompt_sha256":"dfd6ee7c04ac7fbd4749a1310ccbe5cf3e5ef8eb8198440decd43a7b4f0a93b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645323246912233},"components":{"alpha":1.0,"bonus":1.0645323246912233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645323246912233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4841,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ec74843fa85e7903f0e70ed09466a892b9ebdfe31c5a7f310e737120b52da9e","formula_version":"titan-u-contract-v1","latency_ms":23.42116699998087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6502","prompt_sha256":"ade5d6f769e2f06f5020af39624fbd616d1ac073a08119162d7d1d9e7cc9572a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536323},"components":{"alpha":1.0,"bonus":1.0641242878536323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4736,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e19915fc9dcc69a739c45932bcb406b681e21d6d13f0567f76513861a491872","formula_version":"titan-u-contract-v1","latency_ms":22.165333000003784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030790954520299,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6500","prompt_sha256":"ffbc742b8310dbf4c060b93609f82c0d35dca00d621dc2a0a4236e5f4db8c538","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645958189907097},"components":{"alpha":1.0,"bonus":1.0645958189907097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645958189907097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"c99b2c37a28959b4c92c6fde1b8a127d26f93b1148ce5edf3d06b2a76bfb58e8","formula_version":"titan-u-contract-v1","latency_ms":25.14337499999897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312624856573762,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6491","prompt_sha256":"740c112a3d27e683107a362f40708a6ad291f34ef045b389a0ee1623680fc570","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1834932d296f00faf7165611379e8b87b8df34284832bcd03df6506c5d1ba2d","formula_version":"titan-u-contract-v1","latency_ms":23.759082999987413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7684","prompt_sha256":"5e02aa7f72bd1b769d83e9bd77e4b5d5d390e77d23dc94a1172e387f748445c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069061946433648},"components":{"alpha":1.0,"bonus":1.069061946433648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069061946433648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5494,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ad42dbab8cc6bb55dab04fd76fe86027c6c40ca53c1fcf5ec87514385dbac6f","formula_version":"titan-u-contract-v1","latency_ms":23.28299999999217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357286131003145,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7177","prompt_sha256":"210cd3bbca2d11239e42b3eb54c687969b40e8e0f05c27ecfd04a8cf99a91125","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646513844035992},"components":{"alpha":1.0,"bonus":1.0646513844035992,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646513844035992,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c592657fd2bf0bda614827544c5a4de6c840e521c1856172404c4b1de830bc6","formula_version":"titan-u-contract-v1","latency_ms":23.976457999992817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702658,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7237","prompt_sha256":"9fd99406ebfc7239f042a904c7edbbedb8b59986d0d5035932cb37170bacc5d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646281040814205},"components":{"alpha":1.0,"bonus":1.0646281040814205,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646281040814205,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"a63b92919b4fddfc09bdca402a62e9b3dda689e4c2b019f1eac715c345623b5e","formula_version":"titan-u-contract-v1","latency_ms":22.21633300001713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031294770748087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7582","prompt_sha256":"72d9026d669847f7c02c1c0d1d72eb7336569174e257f11aa6d58285910bfe75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"437839d0d5b45e75c5871350b19248aba8fd8a45f02ac987c561a857e38af747","formula_version":"titan-u-contract-v1","latency_ms":23.39337500001193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6773","prompt_sha256":"2754542244dd15a952b74c593a6ec2ab718d2148662eb18867ae2a4318b492b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec206ecb21846987fa80fb42fc2bdef4a9e19f281197c2190a764a449a9969c6","formula_version":"titan-u-contract-v1","latency_ms":24.6970000000033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7573","prompt_sha256":"db1e97c4556a0220691985d1bd48896da7768e9c33cde356295a4dca8de03211","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648691380869293},"components":{"alpha":1.0,"bonus":1.0648691380869293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648691380869293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"f87a6b5832eb3d0fbca166657a54b72d986d8a89289f2d6354840ab6f235e3a8","formula_version":"titan-u-contract-v1","latency_ms":37.41683399999829,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315358047535959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7155","prompt_sha256":"194d88f30b4342eee843834b763d5f334ad0968efdde292f093450d67dbfd62c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d991b505fcd50c11f0e4b0396735f21e667eec0ab6abade0210f61589cd88b5","formula_version":"titan-u-contract-v1","latency_ms":94.34450000000538,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7207","prompt_sha256":"ac16fe514c74d207bd5f41f29533aff0ded9dd5ac64e9dc78c57a12d9fc98058","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083129},"components":{"alpha":1.0,"bonus":1.0644010970083129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"23566d63226d605e4ac7cfb36fc57111792275cd2582b8872ef8d5b0333dd060","formula_version":"titan-u-contract-v1","latency_ms":50.32758400000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7442","prompt_sha256":"e87f955ddc765762fe763ca3ae3353efb4074948cd7483f7c4aea1d6c58e309d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172513},"components":{"alpha":1.0,"bonus":1.0640254674172513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"54c84b2c205e07ea54c36fa54316d683c775666e75055170ecf40f951d78d081","formula_version":"titan-u-contract-v1","latency_ms":37.41329100000712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030692134083918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7563","prompt_sha256":"2b02e8a998b1fa9f3cfb1c92038e8d95ae35afda9507b76a897c488997a34461","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889832},"components":{"alpha":1.0,"bonus":1.0640981546889832,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889832,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"d909c1b25e4c99cc049ca039a51f8f0ca878b1e52c3a5f715fd9cb293bdad00b","formula_version":"titan-u-contract-v1","latency_ms":28.74920800002201,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556497,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7103","prompt_sha256":"76d07aff19a7682b608d1b89794344385ea9089b7531550bac735b3897b71a2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c63a7d4da02570f97061fcbe0ddd23bec40cd18efc2c145c52a9233b23fb8c9","formula_version":"titan-u-contract-v1","latency_ms":33.68087499998751,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6426","prompt_sha256":"afdee803a86a835f5cb3b0d30f47d59f2b476063a46e8bec605a2d9717f0d639","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"adf4de4cec00097240996b8e68f6ba5a65023e9e2b020cabdc52ff6967cd8861","formula_version":"titan-u-contract-v1","latency_ms":32.62637500000665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7355","prompt_sha256":"5157bb88a928337d8452980dd03f388226f1d84b3fb28455e2345f63629ded3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660809654993375},"components":{"alpha":1.0,"bonus":1.0660809654993375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660809654993375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"aaf7ae67221e5f21f9a3c8a9ddc97b178df9962a748bfbf1c4fd3213aff1dae7","formula_version":"titan-u-contract-v1","latency_ms":30.675999999999704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032747632166004,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7574","prompt_sha256":"b9eefea793365f05dd0c2e73c57686aa33d62640167ce99c8cc026b330fcbb73","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4736,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d4e9754c90c2bc863cff920e777f52372260d0c60ee5a57fa449f89a0921409","formula_version":"titan-u-contract-v1","latency_ms":27.865333000022474,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7128","prompt_sha256":"ec02cff9031dddb378ea37bc1dc8382a707beece7313cbe5d3ee98a73cc2d21e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"591ffc550cb2303fd5317d53d1edd72f395d79e4e4762c93e4411c4e00422580","formula_version":"titan-u-contract-v1","latency_ms":24.936417000020583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7389","prompt_sha256":"b65ce44542ab285959d651d196174dce8dbee237c821f3538831b31372a71fe6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861754},"components":{"alpha":1.0,"bonus":1.0640042329861754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"f14b1c51596229d1e9a31192bb2d330e685db4670739c2de917679502afb4548","formula_version":"titan-u-contract-v1","latency_ms":23.73679199999401,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030670899652842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7146","prompt_sha256":"e6963ac8d96ba2b3f5f5052f6f98e9fddf9f5a904d9bf375da7e8bd882d81d27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663619372661413},"components":{"alpha":1.0,"bonus":1.0663619372661413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663619372661413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5161,"eligible_count":122,"excluded_count":18,"feature_sha256":"69b1814d572e855f24464f01366a701fe372c31a822745abc5fa53da14e58c0c","formula_version":"titan-u-contract-v1","latency_ms":25.453916999992998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330286039328078,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7754","prompt_sha256":"31257d020c71c3a2d7ee402c6a13fa9a1a70a0f6a25bd7cd779efc40dfc7b83c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802806},"components":{"alpha":1.0,"bonus":1.0642244975802806,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802806,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4765,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c16861e02cac5c64fcc641716a5d52491bee73f1078c76f949a2bbc488052e6","formula_version":"titan-u-contract-v1","latency_ms":22.38579100000493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308911642469472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6822","prompt_sha256":"e15353b724f489fc276c82b379aeed076597b54a1f51aa6eae69435f1dd0c979","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064439773425439},"components":{"alpha":1.0,"bonus":1.064439773425439,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064439773425439,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"37747e768472b8e5eb029ee9cf206358918a1945fc85b0b0a0624f09cad6979b","formula_version":"titan-u-contract-v1","latency_ms":24.3872089999968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7343","prompt_sha256":"9f6a8a9834664bf9928116b7404b112afdf09e7cc1ef7973353437ecfc298e7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645458098409857},"components":{"alpha":1.0,"bonus":1.0645458098409857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645458098409857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4851,"eligible_count":122,"excluded_count":18,"feature_sha256":"d966c2bdccd7e683eda699649ad08a30741ee5cdeae01d001da1498741e2434f","formula_version":"titan-u-contract-v1","latency_ms":24.003042000003916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312124765076522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7496","prompt_sha256":"5e1355aa1f9618e5dfe7c35629a630f56f8c027e43a6fbb800284d7a7f229945","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699556211591208},"components":{"alpha":1.0,"bonus":1.0699556211591208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699556211591208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5595,"eligible_count":122,"excluded_count":18,"feature_sha256":"48ae442cab140bd98d05a92ef64cfd177da11c3b85a54b01a6e903aff2e4217c","formula_version":"titan-u-contract-v1","latency_ms":25.278624999998556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366222878257874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6928","prompt_sha256":"60b5b07c1e5ab5c23a1c02b2a9b3bd1bb6a2803e5a88241df558587d8028d860","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661071709729748},"components":{"alpha":1.0,"bonus":1.0661071709729748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661071709729748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5133,"eligible_count":122,"excluded_count":18,"feature_sha256":"d710a5c97ec9b1dd9d7cdce9959c094326ebcce8bf669c8eccaaac37d3f11b75","formula_version":"titan-u-contract-v1","latency_ms":27.37574999997605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327738376396414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6621","prompt_sha256":"8f63875c11863ebbd423b3daf993a0fdac87370dc25fe91303be72f5c9f58293","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789652},"components":{"alpha":1.0,"bonus":1.0639625558789652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"84e9a8d8f7f4be1b6ca56fad09c479c47d20aacf621612146dccc5ea33cf7f31","formula_version":"titan-u-contract-v1","latency_ms":27.347458999997798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6819","prompt_sha256":"06a4ae47993c64889b75a85c1f9d36a2101ba84a28b446a741114a8c874b97a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751064},"components":{"alpha":1.0,"bonus":1.0643883366751064,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751064,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"d236baa1f56823fe841aeb00f97c359537b4cac584eb0a9374adedc379b10ad5","formula_version":"titan-u-contract-v1","latency_ms":32.35166700000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031055003341773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7266","prompt_sha256":"e9cd982c726bf9db462fa4f3627d50e2b51055e95ceb7d75c301abf4fac5a51f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649965118780906},"components":{"alpha":1.0,"bonus":1.0649965118780906,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649965118780906,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4938,"eligible_count":122,"excluded_count":18,"feature_sha256":"92554cbd267b8258b1eec1a410625294133b69191a8c7bca1a76e3bf3d2e87ac","formula_version":"titan-u-contract-v1","latency_ms":23.24062499999968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316631785447572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7044","prompt_sha256":"75e299c81492c878f7fcf3e33f7a77eae2f23bfc74ccd112d355dd7462bd0892","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065744755001168},"components":{"alpha":1.0,"bonus":1.065744755001168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065744755001168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5066,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b1cf1c6a614e116f5004425592dde23e3b771d2925a2b1050f13e812924f4c2","formula_version":"titan-u-contract-v1","latency_ms":28.036208999992596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324114216678346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7309","prompt_sha256":"99a0d86af39af118f290a00ae067951e62e6cdc77603b1ee3096e028950d4ed5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653152262358778},"components":{"alpha":1.0,"bonus":1.0653152262358778,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653152262358778,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4995,"eligible_count":122,"excluded_count":18,"feature_sha256":"91d5d8139f9dfff9c3ad544fc24c353a2194022f6ab3a6630f7a79bfbdd435e5","formula_version":"titan-u-contract-v1","latency_ms":24.446291999993264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319818929025444,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7356","prompt_sha256":"704292c810071436b55ef3774b26f3cc65b72527f864b5ae47c3bea2ffbd08a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753956394044},"components":{"alpha":1.0,"bonus":1.0753956394044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753956394044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6067,"eligible_count":122,"excluded_count":18,"feature_sha256":"940ef05aa4cdbc00c200200eab093019c23069351f1b32ca4e7a9e87b29f4fb6","formula_version":"titan-u-contract-v1","latency_ms":24.395125000012285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420623060710665,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6856","prompt_sha256":"3512649f92ad4a5e2083dda8afbc50f5b2c8b331d27b385099d6f787a412b147","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664238171629983},"components":{"alpha":1.0,"bonus":1.0664238171629983,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664238171629983,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5172,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a3d68839b9953b26c5995f4a13bc792a1367876a6aa80f31fe2520e723920ef","formula_version":"titan-u-contract-v1","latency_ms":21.912500000013324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330904838296648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6709","prompt_sha256":"eb5dfdfc3d71f363c087dafa9eeab5081acc0f5af951fe93caefc2103f9e2fed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654463596598847},"components":{"alpha":1.0,"bonus":1.0654463596598847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654463596598847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"0298a0c420513a7efbff54435fe3f24a79286d136adfa2038c6ce16ede220e68","formula_version":"titan-u-contract-v1","latency_ms":23.955250000000206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321130263265512,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6948","prompt_sha256":"ada74479b0a6470e6dd5d3fa597db65dba678975e7b907c16975bd05beb94a7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684920595165879},"components":{"alpha":1.0,"bonus":1.0684920595165879,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684920595165879,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5433,"eligible_count":122,"excluded_count":18,"feature_sha256":"870c7a051cf1e889135909263a866f2e96df51ba91c5f16db542841ab95d349d","formula_version":"titan-u-contract-v1","latency_ms":27.680625000016335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351587261832544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6639","prompt_sha256":"52316381e8ffc20dcbbb2b297a375024e00d449bdff76d7c8c8f18f43c2a9f9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642724187208836},"components":{"alpha":1.0,"bonus":1.0642724187208836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642724187208836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6b3895a9db2bbbbf88d1bfc0f0036986a80705082388bce6b94ab25125c54a7","formula_version":"titan-u-contract-v1","latency_ms":23.632625000004737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309390853875502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6703","prompt_sha256":"242d65c15738a9b3d5511cca6a8e21681f843d482ad3622c9f69522081d588e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"c76b910483521dc1cda25031b6a4ef7815193c3c787faae9bdbffac643b251de","formula_version":"titan-u-contract-v1","latency_ms":44.61858400000551,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7320","prompt_sha256":"8758b3bc08d4cce63dbf428af3795d0595b4bd68bbea62e2c7662902d1323131","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645503195305048},"components":{"alpha":1.0,"bonus":1.0645503195305048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645503195305048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"f19acf342523f0d35e7a46ca4c1c1bbc820e66347c7c93053c1f6b2e007bf15c","formula_version":"titan-u-contract-v1","latency_ms":23.2998749999922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312169861971714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6719","prompt_sha256":"2b4b38d38ab23a00e3a65f0ff0b5b417572a3fef4f81c8f3ed626f36a75db9b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646142237038259},"components":{"alpha":1.0,"bonus":1.0646142237038259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646142237038259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4856,"eligible_count":122,"excluded_count":18,"feature_sha256":"03d321fa9dfd0ef2e993a4956647b43c2c1d4af60fd875b24210a95b46e47940","formula_version":"titan-u-contract-v1","latency_ms":23.252874999997175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7446","prompt_sha256":"59cb54815359df12cab6d6293a338be78fa1af31d87900e0dc773537e7226487","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"990bbdf938e4a65a0781c65b3cf41881437152b2fd95e85c3925a44c1b573ecf","formula_version":"titan-u-contract-v1","latency_ms":27.773957999983168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6912","prompt_sha256":"031ae482107608c49d1cdaa500ffff424e5bcee2eac47e08e6c80d8e002cf613","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648194682668042},"components":{"alpha":1.0,"bonus":1.0648194682668042,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648194682668042,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4899,"eligible_count":122,"excluded_count":18,"feature_sha256":"12712809d8c906413f7c444a3336d03fed1f0a404df39e9a704df9a0424a4193","formula_version":"titan-u-contract-v1","latency_ms":25.423834000008583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314861349334707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7351","prompt_sha256":"1ac52f8a5924ac5f6eb15cbeef0cb14a9e59857d54d0393dfa0aa0b8ae147126","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2b52c6728fd1953cf21c3eaf76e5364a9f5e991ef7b285cb60fcf46c4f31481","formula_version":"titan-u-contract-v1","latency_ms":26.782541999978093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7436","prompt_sha256":"1da854240648c0b502d3e77003b216c60b9dff83b818dccd31da92dd74ee5678","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653547274558366},"components":{"alpha":1.0,"bonus":1.0653547274558366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653547274558366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5000,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ba9d02b4266443c94d21eeeed1ba695e307733ed8e8ad99def87b0717a5bc08","formula_version":"titan-u-contract-v1","latency_ms":28.77154099999757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320213941225032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6625","prompt_sha256":"ee8a03760720f5220245f595e9888c1accc14873d670ad96a65c63cf38eccce5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731780527072383},"components":{"alpha":1.0,"bonus":1.0731780527072383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731780527072383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5882,"eligible_count":122,"excluded_count":18,"feature_sha256":"72b3905ea0143a758a283eb74a86d1344133c419ddd6a959b6bb2567c9978339","formula_version":"titan-u-contract-v1","latency_ms":25.268457999999328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398447193739049,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7277","prompt_sha256":"8870c04c777db550132ead132376c0a5ebf2070323b4443d91c7f9b210981c80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4813,"eligible_count":122,"excluded_count":18,"feature_sha256":"5360e52559f6657cca9eb8c7febf6607a8d267916cb04d1e06c7745f4b661a4b","formula_version":"titan-u-contract-v1","latency_ms":23.573249999998325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7543","prompt_sha256":"6e5e320dc85bac98e079a1ac7813402a0c68ac1e6ef3e7dc2e2376d94c6b85c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682738742066569},"components":{"alpha":1.0,"bonus":1.0682738742066569,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682738742066569,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5406,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2af088c49fcc5632d2a656719cc11e7302bcea37d12d0313932aafd572220ef","formula_version":"titan-u-contract-v1","latency_ms":24.345082999985834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349405408733234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6742","prompt_sha256":"39082b6321ea787c18e0eaae106df74e5010960182e5efb37146b798eac2c087","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"134052c7b46df5c5e3d47879bd79c155eb39f83f93935b136a2c1c6934e24a54","formula_version":"titan-u-contract-v1","latency_ms":25.258000000007996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6892","prompt_sha256":"7034e2cc8373a99278d9c5f84da542885173b93b607d1122c6dd6cb794ea09ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065581355411214},"components":{"alpha":1.0,"bonus":1.065581355411214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065581355411214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"348f38bd5727a7f27e567c660124974df267e0cd112178628d8381a624415d57","formula_version":"titan-u-contract-v1","latency_ms":26.424917000014148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322480220778805,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7168","prompt_sha256":"ee37e5bc945b325134df9f0c93e0bec54b033c25383da32ead459384a971e176","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861765},"components":{"alpha":1.0,"bonus":1.0640042329861765,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861765,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"9abde2b636fe3c47a41c38cef08bc06d3c00db0c300fd2b0d99e546a55a7ed31","formula_version":"titan-u-contract-v1","latency_ms":24.501417000010406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030670899652843,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7481","prompt_sha256":"7d0b39d3c7a4d827704145e38cee57bffba3602cba87ece43dc64ef38f3a76a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711038734933693},"components":{"alpha":1.0,"bonus":1.0711038734933693,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711038734933693,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5700,"eligible_count":122,"excluded_count":18,"feature_sha256":"535f3eb0d2b7341cd0135b6b36f6c8962e657c743b5d24e807ee3781bd0e6d50","formula_version":"titan-u-contract-v1","latency_ms":27.737290999994002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037770540160036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6641","prompt_sha256":"8cd5209cdc2471b193ba603c9d650979fade7abb2c9802e29e9a7bde2f2bbbbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657324689210235},"components":{"alpha":1.0,"bonus":1.0657324689210235,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657324689210235,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5064,"eligible_count":122,"excluded_count":18,"feature_sha256":"a21681afdde507368fc0094cec064d9ed2e4cdc2df3a2c842b2ce89260dfaffb","formula_version":"titan-u-contract-v1","latency_ms":22.473917000013444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03239913558769,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6649","prompt_sha256":"5bf997c5916b70b6f3d9b581e4e5be68c8bc34e0e22862e5c470d0e195aa8367","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651017006898917},"components":{"alpha":1.0,"bonus":1.0651017006898917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651017006898917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce3df858c9ccf8d1280679558871d8ffeb662808dd67df80c7d74eaace345ab7","formula_version":"titan-u-contract-v1","latency_ms":23.58979199999567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7140","prompt_sha256":"42b72233ca3e63b0110a36be9e429af739e56e4006ea8cdfe60167aed2b0c2c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065091050245236},"components":{"alpha":1.0,"bonus":1.065091050245236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065091050245236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4952,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d08f837b3fafc895926110f4765cc8afdfc3e20cfac5eed25d922e7bbcb1070","formula_version":"titan-u-contract-v1","latency_ms":22.832291999975496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317577169119025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7107","prompt_sha256":"264e064182ae4c5db66a84015f00bed76c77a692de8f8253156d9742bd5a2c33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf30cba5c27b5041821c60fe710e78e4b19ae8c70bcc0e95f6e84fd53b2c91c3","formula_version":"titan-u-contract-v1","latency_ms":32.45670800001221,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7556","prompt_sha256":"78b309d679f85794b6fd076da2366205d6bfca00772bdcf7a23ae8e76d9a83a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658440940458882},"components":{"alpha":1.0,"bonus":1.0658440940458882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658440940458882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5082,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b8591be262b819aedb53178ea4456cf6755dc571546626c993bca7fa2c0fceb","formula_version":"titan-u-contract-v1","latency_ms":28.100792000003594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325107607125548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7645","prompt_sha256":"3f123373c6f3b842d3f458a13b24e314d75081e46d0f44fd485d1874e7780850","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064379866401089},"components":{"alpha":1.0,"bonus":1.064379866401089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064379866401089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecd88e86f6fb30bde05870a42dd3c46910f88edb134039b99be715757be6c63e","formula_version":"titan-u-contract-v1","latency_ms":24.97066600000153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6466","prompt_sha256":"22bf59d3c41bf929bb941f85b0f32e3a983c5aed0ba602268a94084955725eaa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608206},"components":{"alpha":1.0,"bonus":1.0647463349608206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc41b915a4d4ecba8858f5d83b54ff46fdaf795b38770b0fc50f471bdda74f5e","formula_version":"titan-u-contract-v1","latency_ms":30.553709000002982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6524","prompt_sha256":"ec69738e42d9d210423b209c445bab4668c7d86a96be453fb1498ec117e4d5f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009356},"components":{"alpha":1.0,"bonus":1.0642683850009356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9c92ad5d45e9392f02fe5b00b9bcf78e1d4e9aa541467198dc6c1617de445e4","formula_version":"titan-u-contract-v1","latency_ms":25.93254200002093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7663","prompt_sha256":"f92c1902a6ce747aed2af3671ff8df646a15b773a20cff6b43b095df804e3acb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693055025634628},"components":{"alpha":1.0,"bonus":1.0693055025634628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693055025634628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5520,"eligible_count":122,"excluded_count":18,"feature_sha256":"97d7250ef103a2b804d3af92393735235b83165f88532c1b5caf352cd47a4895","formula_version":"titan-u-contract-v1","latency_ms":26.724459000007528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359721692301294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6530","prompt_sha256":"5d5faddd54abf9f2373265f9044416cd0d610b527829ce37a1bb3b6b41d59721","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646701403779952},"components":{"alpha":1.0,"bonus":1.0646701403779952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646701403779952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"eda1da755ab29c572466b639f0c8d13545c12a14b1672d7ac82eb4e50a8e0dad","formula_version":"titan-u-contract-v1","latency_ms":25.942165999992994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313368070446618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6714","prompt_sha256":"140845d32c5f02fec3749bec55676e37ea202d5a3dd224589861b84e2ca3fa28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5318055d60963d620b462d5045f2bd3a884480491080fa4695793fc6e37223b","formula_version":"titan-u-contract-v1","latency_ms":26.68270899999925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6908","prompt_sha256":"f1c45efe175698dd1d27a28569ef4b03f479dbe279b816921d25a8fc88880c34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658253257452648},"components":{"alpha":1.0,"bonus":1.0658253257452648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658253257452648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5095,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb14405f0cda6ebd2f8c934365a34658a21a68b5c81cc54edcba66c8f4d472b2","formula_version":"titan-u-contract-v1","latency_ms":25.958916999996973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324919924119313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7162","prompt_sha256":"fe0939d523b2a4de2b24e54d8296230128cd74c4d81335008641020f3865f9d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd60b6cacaf075d747afac1675e724f6930c02d67301ceae57df6d510920d457","formula_version":"titan-u-contract-v1","latency_ms":23.229541999995718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6795","prompt_sha256":"8f8679d01c2ea59f8bf017977b4c8410d59c6beb8df558c89f752a880e2ba94e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265752},"components":{"alpha":1.0,"bonus":1.0639867392265752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed264a82c1ffc98da8cf0ecfb561d9e03302ee09f4cc1a2ee2f4d6f5549e24c4","formula_version":"titan-u-contract-v1","latency_ms":24.445833000015682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7440","prompt_sha256":"cadb9e69c8a714065f546b3290a1ea990087ae42507c0d87e72fe6108b4229fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064839248431424},"components":{"alpha":1.0,"bonus":1.064839248431424,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064839248431424,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"26c05cbda6203b5524b4dffdf54112d934a59b21fcb1aeef17878c7b7be6e6dd","formula_version":"titan-u-contract-v1","latency_ms":23.711125000005495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315059150980905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7252","prompt_sha256":"9f654beac445eeb0ab05fa9938a25dc39a20ffab6b2fdf7d01057d764deab599","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656292155341824},"components":{"alpha":1.0,"bonus":1.0656292155341824,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656292155341824,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5047,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd28caeb6ec7d3fb1308d5359e63f66d77e921f05cc1fb1c254b92d1de46e127","formula_version":"titan-u-contract-v1","latency_ms":24.64558299999453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032295882200849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6525","prompt_sha256":"61a107584cafbac1ca1c672b86b99e13128384bdbc18d684c9e20040b0830dff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"828e424d379e7d4d7902f03b3c20311ae5db002911f75934885aa4cf460a41f2","formula_version":"titan-u-contract-v1","latency_ms":25.69766600001344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6692","prompt_sha256":"63da55d9ae835e36389408bbe54a76b9d068575a01bdc80aaa4d128bd8e7432a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b0841b3d541d4c5d07ec82fa62a2c74049e72f18bec67ba54b9ee93f5345a90","formula_version":"titan-u-contract-v1","latency_ms":24.979583000003913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6952","prompt_sha256":"44039634038c49d57e4bde89a21b44666ed04ce855c3d7e477379e35d5137806","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706276780468549},"components":{"alpha":1.0,"bonus":1.0706276780468549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706276780468549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5655,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d5290eba2078477175d3ed3009d197fef1ec59040da5714d73bef51f5819c50","formula_version":"titan-u-contract-v1","latency_ms":25.225333999998156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372943447135214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6647","prompt_sha256":"64a180450fa561330b20c73a408c42f05f584f77e65ed7a4c2fa532221744dc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645323246912233},"components":{"alpha":1.0,"bonus":1.0645323246912233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645323246912233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4838,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f0a5bdec93100175c53ff92eea4d6ae9ba5190b12ba206ec8a4dd5a66c85ce0","formula_version":"titan-u-contract-v1","latency_ms":22.834375000002183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311989913578898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6473","prompt_sha256":"bc7b86a141fc63bc6daf0fccc27a9a0af1bf6a88409ecd42c14dab71220d9a61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159005},"components":{"alpha":1.0,"bonus":1.0643213947159005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4790,"eligible_count":122,"excluded_count":18,"feature_sha256":"83da45dc4d97f3fb7c8f95a750d5cbfaff5b74633ed75394a435b613b220664b","formula_version":"titan-u-contract-v1","latency_ms":22.49295799998663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030988061382567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7616","prompt_sha256":"28e7f3088bf0dcad8099f948c90809ce24a2fd3f63638cef064b476249eea30d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"497365b144eb251b03e7ac1e61c64bfdc5f643e3069172bf9fd487d67c63a83e","formula_version":"titan-u-contract-v1","latency_ms":22.65554199999542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6810","prompt_sha256":"c8ebd99f3c7d30a7e9f5c2ae64d75bfaa749fce66445e7e5c3c53092e1ce5db3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070858665394271},"components":{"alpha":1.0,"bonus":1.070858665394271,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070858665394271,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5677,"eligible_count":122,"excluded_count":18,"feature_sha256":"0798357e6cdfea625062ee358a614a98c171627ea03d1ad85c601bc34f59a2b6","formula_version":"titan-u-contract-v1","latency_ms":26.925792000014326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375253320609377,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7178","prompt_sha256":"26cb2eb000ee0abc510308d78c1f1dd7a00241634390cf67ebc1c185726cd537","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071550410036784},"components":{"alpha":1.0,"bonus":1.071550410036784,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071550410036784,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5741,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a1d18a2a9c8e48363a6d4b248ecd5aac4f90e38c07c4bdec8ac726bffeb9670","formula_version":"titan-u-contract-v1","latency_ms":25.738875000001826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382170767034506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6741","prompt_sha256":"736d44f6c74123a9738f0888937045c3822aba530f71bf8a4ae59b56a29eca42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645503195305048},"components":{"alpha":1.0,"bonus":1.0645503195305048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645503195305048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"cefe989fbd074bdae8f6ba96b5a8a7e3ac6bfdf3e962ace6d7b505d83e2035bc","formula_version":"titan-u-contract-v1","latency_ms":26.243249999993168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312169861971714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7100","prompt_sha256":"36bf03c4cdc4472847f057f593d1bc5215c3e250f2cd504bf4d736db432d3080","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742279204154022},"components":{"alpha":1.0,"bonus":1.0742279204154022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742279204154022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5971,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfc70527f787b748e0d7dfef687024672b0f6d904af8adde585f0bf3e4e2878a","formula_version":"titan-u-contract-v1","latency_ms":27.48604100000307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408945870820687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6436","prompt_sha256":"d359b83a170ee43fe1c96e9952c49dc39097cd8fc88c7682318bbadb6cf0e5b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447355},"components":{"alpha":1.0,"bonus":1.0649246195447355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4926,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5d0d73bdc206a013e3c37be818bff9e1770932b9921a337e302bb0407317773","formula_version":"titan-u-contract-v1","latency_ms":28.213249999993195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031591286211402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6816","prompt_sha256":"5f870964c23516e2d9ca6aecd1d5886af61c8ff652c1af2b3127d6dec6901f96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326714},"components":{"alpha":1.0,"bonus":1.0642845638326714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec53e7dcc3ddb11c9890d39349368104e91fe718129adf125e8e1b06cc945405","formula_version":"titan-u-contract-v1","latency_ms":26.79270899997732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030951230499338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7323","prompt_sha256":"cf724c68de36317900b6cb070368ee51b9a8037a66a5921a04d4b668946b81ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191644},"components":{"alpha":1.0,"bonus":1.0641469735191644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"547bd21b2614e5ee9ee7cc14503fc44db35ca20fbf72a97aa965141014d92206","formula_version":"titan-u-contract-v1","latency_ms":24.92466600000398,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030813640185831,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6685","prompt_sha256":"3b4629d84de5b5e02d1b4ce380dfcf73297b0f0e888d284b26f42bfb4ef20f72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5f784ff334f16a318aa6381fa31e994b3956403456591a765b117f53e63cbb7","formula_version":"titan-u-contract-v1","latency_ms":26.79362500001048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7240","prompt_sha256":"23f662b157c35127254505040fd33a518956b1d4b303e8deffcd64673e153a6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065017315733646},"components":{"alpha":1.0,"bonus":1.065017315733646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065017315733646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4940,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8cd95b193989331b3eba24061610a9de1bb1e449fdfe38dcff576595dad40b5","formula_version":"titan-u-contract-v1","latency_ms":23.508625000005168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316839824003126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7438","prompt_sha256":"40ebbeabdecdd14a6545a1267422299445ab93623f5eac5dc6928129ac03f9ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"387007602c022a28e1eb2cfa51d2cd6b6a5a3ee4eab4dd91582446d3e0fc733e","formula_version":"titan-u-contract-v1","latency_ms":21.508165999989615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7105","prompt_sha256":"b7aef2c910c0a48e2039b9331f22b717b3a78afea20eb187645e2a4d9af00990","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067875943754704},"components":{"alpha":1.0,"bonus":1.067875943754704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067875943754704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5361,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d6f7c1b13a273ca9226b940ca6493d14777636e35b84e09eccff1162daf2691","formula_version":"titan-u-contract-v1","latency_ms":26.98658299999579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345426104213706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6749","prompt_sha256":"eb9876bd2c262e1acf3881be7ddecce8da7a8da5b8a0f37bd295e2a081acc974","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706903292969447},"components":{"alpha":1.0,"bonus":1.0706903292969447,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706903292969447,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5661,"eligible_count":122,"excluded_count":18,"feature_sha256":"583d5c1b4c12f890c422db1416a542698fd3142209f52ea1af55d7f4a1888615","formula_version":"titan-u-contract-v1","latency_ms":26.46170900001721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373569959636113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6638","prompt_sha256":"a206995bab8753f48d44d0f6da5145b216e8523e4e9a2ca78e7ba710a678b4e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645912361089582},"components":{"alpha":1.0,"bonus":1.0645912361089582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645912361089582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"8de2efb8a47fbca0dc3b83863e7d4f6886472c89790770956cee672684c9e407","formula_version":"titan-u-contract-v1","latency_ms":27.470834000013156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312579027756248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6584","prompt_sha256":"e829dc3fead78b3fa58f0bb53d361e12a5ae88966c3df750d8efa3208c09955a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650592743188052},"components":{"alpha":1.0,"bonus":1.0650592743188052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650592743188052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed4d6cfda149847b2539c2b480b421b3c27288379876866c42cbfaed0248c424","formula_version":"titan-u-contract-v1","latency_ms":26.39170899999499,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317259409854718,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6424","prompt_sha256":"a7bd65e7bccf959fdb8200092cc93766eb87737874cfa7670988a500ad43dd31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4910,"eligible_count":122,"excluded_count":18,"feature_sha256":"171efb293cad430404f382555df2186e08e520cb036417044af1c1d0304de0c0","formula_version":"titan-u-contract-v1","latency_ms":23.665999999991527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6580","prompt_sha256":"8800ef420c60f8f28b993e38cb0ba53e6f656c917a7e1469c1cfff48b5a4126f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064379866401089},"components":{"alpha":1.0,"bonus":1.064379866401089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064379866401089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad7a27e01613607df60faef056cddc3c70c4cd27a048cf902ae9a43f0d228567","formula_version":"titan-u-contract-v1","latency_ms":23.911999999995714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7310","prompt_sha256":"ea4fcbac93c872af9ecdb0ba26416b0ae1fb27dc5f151667a38482caa8104a24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072725387884756},"components":{"alpha":1.0,"bonus":1.072725387884756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072725387884756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5844,"eligible_count":122,"excluded_count":18,"feature_sha256":"a25d66dc5728daa6e340065235b55f0aea2d20997a709e49c3203cbb05c9752d","formula_version":"titan-u-contract-v1","latency_ms":24.825457999980927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0393920545514226,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6541","prompt_sha256":"e2d6a6639740c0a685434d518a3458da5f6d6be126372880d4ad89fe28e92ab4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064950130874681},"components":{"alpha":1.0,"bonus":1.064950130874681,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064950130874681,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4925,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc318a4f7cbba6687746df5725f765a2c719836b7d3957cbb2c0088959da8d6d","formula_version":"titan-u-contract-v1","latency_ms":24.622207999982493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316167975413475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6627","prompt_sha256":"7ed213b8e293345318a9bd10620066027069266aa6dc69eb26f781052ad9db1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065287230193106},"components":{"alpha":1.0,"bonus":1.065287230193106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065287230193106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5000,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b3b3e9ee9b3a4c62474477a3eb878f38099693a6be00c1354884b67186ad566","formula_version":"titan-u-contract-v1","latency_ms":22.277625000015178,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319538968597726,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6673","prompt_sha256":"efed70dc98494109e85d173a2b5531d8bce4916647db866ea966e278585e49f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066120317436076},"components":{"alpha":1.0,"bonus":1.066120317436076,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066120317436076,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2f57f6a44821928058cf6663c5b2d019c7eb816199a7822552d0e6ec9833864","formula_version":"titan-u-contract-v1","latency_ms":22.578790999972398,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6739","prompt_sha256":"a33c4f35ca73ba6f611461754ce3cfe2ebd1c635acd8146a15aaf7cb74e76e26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703285163035228},"components":{"alpha":1.0,"bonus":1.0703285163035228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703285163035228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5626,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c282b2601244ae22f9033c89d63f2f7c14dda2d30cb7a1dd80700556fb5c0de","formula_version":"titan-u-contract-v1","latency_ms":25.105875000008382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369951829701893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6746","prompt_sha256":"66eb8cd2a61300cf80d56db447f9562b8dae8c3e2e1bfaaaadec0342c578348e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065349062514254},"components":{"alpha":1.0,"bonus":1.065349062514254,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065349062514254,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4999,"eligible_count":122,"excluded_count":18,"feature_sha256":"dab8e141209a5e65c6f37e10fe20b1f3da1d62cf293f3ce36eec79a141f98ec6","formula_version":"titan-u-contract-v1","latency_ms":26.3111669999887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320157291809207,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_6960","prompt_sha256":"6c4b91086a2fb442311b80c9ec77549b8bcf3110de9133cb87d29030ca42d09a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651934096679343},"components":{"alpha":1.0,"bonus":1.0651934096679343,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651934096679343,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4971,"eligible_count":122,"excluded_count":18,"feature_sha256":"846442ffcf2a43886370fbdcc3be828b55a36e1a39994d8e2cbbd9aa3ebbce6e","formula_version":"titan-u-contract-v1","latency_ms":25.064541000006102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318600763346009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7003","prompt_sha256":"493ee1f2bb5bf002be73151e282629836c3ec2db6b87332030ceb5bc36790179","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064950130874681},"components":{"alpha":1.0,"bonus":1.064950130874681,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064950130874681,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4925,"eligible_count":122,"excluded_count":18,"feature_sha256":"adb4dd6fd5914c3cd59d20228339aa212368e26aef9ee746e875ea8653b22faf","formula_version":"titan-u-contract-v1","latency_ms":26.603166999990435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316167975413475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7064","prompt_sha256":"c03da126852252d134299f50451151fabf1ae860321bad35100300d66293edc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608206},"components":{"alpha":1.0,"bonus":1.0647463349608206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad99c7fae88c79c6c4ebc94147b9ac470454815e848de05ca839bdcb2c58a52f","formula_version":"titan-u-contract-v1","latency_ms":27.56329199999641,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7170","prompt_sha256":"6a49612943fb3442bcd5cd85bee1dbad3307d19fdf77a5b00e07e58f16dbc3ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646513844035987},"components":{"alpha":1.0,"bonus":1.0646513844035987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646513844035987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"b328ad36fad09d2274b9a10ac776448e0db89e1aac710e4bb3faa79228466348","formula_version":"titan-u-contract-v1","latency_ms":23.789666999988412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7345","prompt_sha256":"b91878eba8599ce5fcda8a7c86ea70badc0eb2810f113d69047ad1fd3b94c8cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648791598111027},"components":{"alpha":1.0,"bonus":1.0648791598111027,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648791598111027,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4910,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e3dcd5553b82c48530da36dd68a41666730499763e9d08450d48f9c692f1764","formula_version":"titan-u-contract-v1","latency_ms":23.598792000001367,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315458264777693,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7385","prompt_sha256":"2fe5d1ba9f223128655b451b3acdcd4df7c564ddf8d3427e378e598e579862ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8cb487db1b5605b4c8f6a73143d45e1eb5dfc98c16369206c21ed1e9b7ca596","formula_version":"titan-u-contract-v1","latency_ms":23.04137499999115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7435","prompt_sha256":"ee907464affa97b681e2dd4f0ead7e85d4e405429adeb6783ebb6b7bbc7e8a7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654870365236735},"components":{"alpha":1.0,"bonus":1.0654870365236735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654870365236735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5023,"eligible_count":122,"excluded_count":18,"feature_sha256":"9222ab860b41188331681fbdaae44aea6d969df551840ddc330d17b579522c50","formula_version":"titan-u-contract-v1","latency_ms":25.549500000010994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03215370319034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7614","prompt_sha256":"f122a4ad5832a2384ce826e31fa26425689682622e33dd5529ca83af5ba75d10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669848032247224},"components":{"alpha":1.0,"bonus":1.0669848032247224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669848032247224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5248,"eligible_count":122,"excluded_count":18,"feature_sha256":"41a084d4d1d6fc4f107bdecdaf78d431c345c4bccf7176501df2232f4ed798b7","formula_version":"titan-u-contract-v1","latency_ms":22.83312500000534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033651469891389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7699","prompt_sha256":"6945e34099057b2ea501ea801dda27a6092bac271f86fdb4487c89a7f9bb39df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079748556522536},"components":{"alpha":1.0,"bonus":1.079748556522536,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079748556522536,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6360,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e9821fc96cbd8dbaa717846b3bbbe57e1897cc764679877c36c0576002f2b1c","formula_version":"titan-u-contract-v1","latency_ms":29.92258300000117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0464152231892025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7706","prompt_sha256":"4de9ae64360c21430ffc7fef9082e419ba4290a191f89e3dc9de5d67a948a9f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723060758535783},"components":{"alpha":1.0,"bonus":1.0723060758535783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723060758535783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5808,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e1a7242b82c154193358b98f7031c5e1f5671905838b495a4e006da2831c977","formula_version":"titan-u-contract-v1","latency_ms":24.026167000016585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389727425202449,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_math_7711","prompt_sha256":"a673ec45fec1597f660203cbc3f376150c8a5216646d3fb1cf2983419be4e68a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645189054215993},"components":{"alpha":1.0,"bonus":1.0645189054215993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645189054215993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"55c1cf07196b45a7c2cd599c44c16ea87eeb352af45bb297890ba4710e6053cd","formula_version":"titan-u-contract-v1","latency_ms":24.883292000026813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031185572088266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8156","prompt_sha256":"e73e226671862b5a09dd8473195216a55548ca9eaed89241bba39eb6e72b4914","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975413},"components":{"alpha":1.0,"bonus":1.0639185970975413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"b62e4b69a1fc784220bd1fcd0c4752c4c792d6d96fc5819d42d707d1f000cf84","formula_version":"titan-u-contract-v1","latency_ms":28.070708000001332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030585263764208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8890","prompt_sha256":"4c53d6a9d019a006d21f31769475289f10bf6f38cc3649363c0e79350243401e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4900,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e80a98287420b7a37c0eed74c78c5a2db9c2a0dc4a966b0465e6637089cfbe4","formula_version":"titan-u-contract-v1","latency_ms":24.02795799997648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7853","prompt_sha256":"53a2266653fffdeb5ce774b58198cc68e0831ca599574487b71d03d659b2908c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641469735191669},"components":{"alpha":1.0,"bonus":1.0641469735191669,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641469735191669,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"dfe6fa9fea6cb37426281e16464949b33ee1413ea68e92eee9a6c93640d2eb7a","formula_version":"titan-u-contract-v1","latency_ms":23.237625000007256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858334,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7943","prompt_sha256":"6adb44a5c41b77be9a60624c4736676f9ef357b6d4d39d167b02afeb026681e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06406144456629},"components":{"alpha":1.0,"bonus":1.06406144456629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06406144456629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b2631b45187e53979eef1f1843ef2c2e0391c548c90f687e6a8c7a6df87602b","formula_version":"titan-u-contract-v1","latency_ms":28.08033400000909,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9047","prompt_sha256":"bb5a910fb985138b8191426171508e1f2df17c3ea25e82f92386fc71c2d73aef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406073},"components":{"alpha":1.0,"bonus":1.0647032450406073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4874,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f3fee05a0f812ac1c4684a963a6203292df96d43a454354c5c6d586271fdbee","formula_version":"titan-u-contract-v1","latency_ms":24.64133300000526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313699117072739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8040","prompt_sha256":"95311d9fdd0c83b46ab0da52720fa01c685094334dfb40ab26eee705b639725b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064684284189449},"components":{"alpha":1.0,"bonus":1.064684284189449,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064684284189449,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2efdc8a4c029cee4ff2f86ca7b494d9c2e53892d467a0b3f339d1fcd894cb62","formula_version":"titan-u-contract-v1","latency_ms":32.62416600000506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8367","prompt_sha256":"047061061ea5e4dcaf9526ee5e8c7b3630f5a0881c377312964479babfa0bf26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982788},"components":{"alpha":1.0,"bonus":1.0644053650982788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1be3199ac79bc31b06eb14300ffacfaca4d3adca808976327c802b7ae953ec4","formula_version":"titan-u-contract-v1","latency_ms":27.226624999997284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8462","prompt_sha256":"6701e07615c1c5a2c3f06f7ed27675315763c91b0ef39957e63287b4f654879c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647511593090662},"components":{"alpha":1.0,"bonus":1.0647511593090662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647511593090662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"737264b0c50766a7132f600a913850424c850ba7b67a1bc31158965b87242d7e","formula_version":"titan-u-contract-v1","latency_ms":31.02283299998021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8084","prompt_sha256":"5c4ae48d4b61dac0fcf60cd05fa33ba1e85a42861fdfc2fe24617a82cc936571","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345866},"components":{"alpha":1.0,"bonus":1.0643379544345866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d25d5bb7a62b83632ae682f74af9a1f90242f7845d5ff8305cbdacdd8fd5f07","formula_version":"titan-u-contract-v1","latency_ms":40.31866699997977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310046211012531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8660","prompt_sha256":"dca610712f8741d84f162d3a79fef40514547559f1984edd9e897813eadddbde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067752315760776},"components":{"alpha":1.0,"bonus":1.067752315760776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067752315760776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5387,"eligible_count":122,"excluded_count":18,"feature_sha256":"749e74457e377a38fb3ecadb21d7acda454c80458d5310b21b9da6789c67860a","formula_version":"titan-u-contract-v1","latency_ms":36.007374999996955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344189824274426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8185","prompt_sha256":"37c723a2957414cf3e859f755d04b27b2ed6a137bed72bd3777feb839e03cb39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643131588024266},"components":{"alpha":1.0,"bonus":1.0643131588024266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643131588024266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4787,"eligible_count":122,"excluded_count":18,"feature_sha256":"824b4f949c587a30ec305c365d7a1c433882b51ad43f00b49d30c7fcba069ed3","formula_version":"titan-u-contract-v1","latency_ms":35.88795799998934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309798254690932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8161","prompt_sha256":"57e52e2ab967bee1c25c657ca638552127408b27e2fa0907b6a42a2d55eb4999","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"64d97c9b535552dab0072ffdebd611534f1ee507460f55d61a8110a558360865","formula_version":"titan-u-contract-v1","latency_ms":36.03445900000679,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9051","prompt_sha256":"c579f498eedec156e2b7da5d3afabf37cd840422fe910eb777acfd18ceb584e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030172},"components":{"alpha":1.0,"bonus":1.064090754030172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"9facfc5cdba2bd641bb6ccb9ca30c1b1aa871da126bf6011a0046b496d880c08","formula_version":"titan-u-contract-v1","latency_ms":28.348416000000043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8276","prompt_sha256":"29b90b7c76807dcbc405175a48b379a07cc88c41d5eebce31c9d05386c420949","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653603997004957},"components":{"alpha":1.0,"bonus":1.0653603997004957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653603997004957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5001,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c8fb07f80614d96e42a9e76ad5f2b03af39855be89f17ee891c333718d0b6a3","formula_version":"titan-u-contract-v1","latency_ms":23.957542000005105,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320270663671622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8043","prompt_sha256":"d571048ae65eb1c5926293eebe31fcff569a1d72c38e0a4b7a5f943182945896","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064904342094866},"components":{"alpha":1.0,"bonus":1.064904342094866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064904342094866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ee75f406d15b322807faa3c2ab2e5162c758ef4e97e526d5d549472600c0590","formula_version":"titan-u-contract-v1","latency_ms":23.229750000012928,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315710087615326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7854","prompt_sha256":"c8535a357e8a3a85d9c4b81294fd7cc62b3f3dbe8752d21ffb180162f177cced","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065292814793191},"components":{"alpha":1.0,"bonus":1.065292814793191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065292814793191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5089,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c1cc4bd07443ed79c061d7ab056e3385c373373ece8b59c2a1e6fe28019fa6d","formula_version":"titan-u-contract-v1","latency_ms":22.96116700000539,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598576,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8407","prompt_sha256":"b4de9f0da7d340038e2e8dbd8bcd26c85981033787844bf68cd2de6605c00837","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648641381943988},"components":{"alpha":1.0,"bonus":1.0648641381943988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648641381943988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4908,"eligible_count":122,"excluded_count":18,"feature_sha256":"7aaad814c6f49d47f3c5dec140812014a763e6234cfee0e53bcf44b0129f79cb","formula_version":"titan-u-contract-v1","latency_ms":25.27645799997913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8212","prompt_sha256":"8bb2ad0831800a65bb41e69e28ccb59ca5df4bb6b83279a0ed1fca1bd180ea1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118966},"components":{"alpha":1.0,"bonus":1.0641018660118966,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118966,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c1c9426abea5f38df6a0e8fe0a4754c905c405a9830638dd4568c8d3f191d96","formula_version":"titan-u-contract-v1","latency_ms":27.229415999983075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307685326785632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8456","prompt_sha256":"38f79b93713c824901c513454e19d0b759887bff8e0ad30aa2dbb1ea6d586244","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648691380869295},"components":{"alpha":1.0,"bonus":1.0648691380869295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648691380869295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4909,"eligible_count":122,"excluded_count":18,"feature_sha256":"2636b2458c8643cf80b1dd5d16697e25d09afd1e4c4ed831ce23ca6311fcd9b6","formula_version":"titan-u-contract-v1","latency_ms":27.139916999999514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031535804753596,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8163","prompt_sha256":"c8b4c3cd4b4fd4bf98b2f91ac447bc5db3ee192d4ceefd432c66f8af3e4c700a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365943},"components":{"alpha":1.0,"bonus":1.0641776314365943,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365943,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"d42e8b5462bb5616acdce810ff05d663558bdda042d8b59b595b66a6a4f4a93d","formula_version":"titan-u-contract-v1","latency_ms":24.352499999992006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7849","prompt_sha256":"96c671a864ddd1a31e86b18dc27ca019fbb8d195af2c4f9a2bf03f87c26386f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5a903648a026a931cca3b6cb4b50d5f75918f6b542b84975ec40d8ba31b302a","formula_version":"titan-u-contract-v1","latency_ms":27.338874999998097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8606","prompt_sha256":"e2e4edb0c8e3878ed212b1bbebc973ce02d35959896bac17ce4ed649aa551ad5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647753907808444},"components":{"alpha":1.0,"bonus":1.0647753907808444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647753907808444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4890,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f8f9325ec37bfd799b11ac630687ca603b80ca7fe0f83e45ae467c315d2f0ee","formula_version":"titan-u-contract-v1","latency_ms":28.06895800000575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031442057447511,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8368","prompt_sha256":"27b2b2ef3e853d68ebba65aff4b0d2343a0f098bf9a2c69a0d12bf7b5102221a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648841816425392},"components":{"alpha":1.0,"bonus":1.0648841816425392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648841816425392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4914,"eligible_count":122,"excluded_count":18,"feature_sha256":"78b773c1978095a44ef11f6653b9877149a45c84bf62082c6d93d7b2a3464c9b","formula_version":"titan-u-contract-v1","latency_ms":31.10345900000766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315508483092057,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8152","prompt_sha256":"9b33fc59446804f5b467e41bea9d6fdbca9ec108c3a0e756457fe769cb14f791","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064248326284802},"components":{"alpha":1.0,"bonus":1.064248326284802,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064248326284802,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"967e238fa1376fad69cee79b09d1db8e989d0d2e9a495fc6039af067bce4f230","formula_version":"titan-u-contract-v1","latency_ms":27.51870899999176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7850","prompt_sha256":"016d99bdae8565fa932b3007bfc9cf2f56349b7547151099d7a9337294795bfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655045789730326},"components":{"alpha":1.0,"bonus":1.0655045789730326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655045789730326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5026,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea4d74d806c75fd417d3856b5aa23251127a4f4b09da17ed6939e6817587b90d","formula_version":"titan-u-contract-v1","latency_ms":27.775166999987277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321712456396992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8272","prompt_sha256":"563cfdcd10e4adc55701cfef4e4b69f8cf1477fac8e06ae2d5f5224688b4a0c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647080035448686},"components":{"alpha":1.0,"bonus":1.0647080035448686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647080035448686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c6fd645d619bc21eab36c66069fb3a50f9a6e7366764ec5f3148d3a1ef13bdb","formula_version":"titan-u-contract-v1","latency_ms":28.664125000005924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313746702115352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8363","prompt_sha256":"d216baf0954f6c89999e193ec1028c58ae9904ae47bb6cf1887f14077b41f9ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671281553777878},"components":{"alpha":1.0,"bonus":1.0671281553777878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671281553777878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5265,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fb75a233bf9fef4a4acfe2290acfeb95bf0d25dbf2f679d11c60fca8110816c","formula_version":"titan-u-contract-v1","latency_ms":23.51862499997992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337948220444544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8085","prompt_sha256":"0cbfcc1cdda8841aeaa785653f7698772a1540c670308c53a357d445bcdf2dfe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1731c21893e5f20ed2800d8cbc6e35bb1a9f302891d2269cec7601fd3d91936","formula_version":"titan-u-contract-v1","latency_ms":22.244499999999334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8553","prompt_sha256":"eecc3e910e67211f41639c3b1fb97f47aa015d947c476374f1b290a4558883eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805919},"components":{"alpha":1.0,"bonus":1.0641584152805919,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805919,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a72c7aaf0a3c1f91e3c3de281ddf416550afc123efe18319e9d3833a061eb0c","formula_version":"titan-u-contract-v1","latency_ms":22.33900000001654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472584,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8048","prompt_sha256":"2ebc46d5846f8d1a36d36f5790793b66eb9419f9632d795e775665d85a287645","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777709005},"components":{"alpha":1.0,"bonus":1.0645729777709005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777709005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"041b55d2d98a55039af53e9fc69f7a5aec0cebb3763305847fe6171f0ffc372e","formula_version":"titan-u-contract-v1","latency_ms":22.563958000006323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031239644437567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8461","prompt_sha256":"cd5c72b5a85c6da3c57f55e8c9ed3f1f3bbc81d8308c501723bcdaac6ad47cad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649195392141135},"components":{"alpha":1.0,"bonus":1.0649195392141135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649195392141135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"56263f81edf42fd55ad98271f6e48663c11628a60cfd3641620eb629941aa232","formula_version":"titan-u-contract-v1","latency_ms":24.3786249999971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03158620588078,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8783","prompt_sha256":"dce832d44f7a2b942f367b1dbb6bd157321a5ce7b1b77216049015dbf12dc78e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"460d610c8e6c722f58e774c2a39da8839381e3249affdf502dafe8f148b0fd00","formula_version":"titan-u-contract-v1","latency_ms":22.142666999997118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8042","prompt_sha256":"a9a4d5c756328a750fd5aa6eaa44a3234f66d59fd285508bf1517c4a89df43d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871055},"components":{"alpha":1.0,"bonus":1.0643049521871055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a27a941d6db825ae695626b34dc9b0de253a0b64d0f43f3f5bc6c5aaa8c5afe","formula_version":"titan-u-contract-v1","latency_ms":22.842290999989245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030971618853772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8457","prompt_sha256":"6972c93ce94f5f1c2fc501350b444af9db33beb080a93696087a1ebf56612b57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309066},"components":{"alpha":1.0,"bonus":1.064751159309066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0648658a26c8aec82e6d05f2d3fd061ac25a49e4246c68b58b6cceecb3b6ecf","formula_version":"titan-u-contract-v1","latency_ms":24.461291999983814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8670","prompt_sha256":"39457ebb8ef358522c42844c9d85c100b5c3cb18e09fea6623757d9808742132","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066472353720433},"components":{"alpha":1.0,"bonus":1.066472353720433,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066472353720433,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5177,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f4ccb87e0c012b70c9574f2f29abbc29408d5d49d8dfe5ec07c610716420f62","formula_version":"titan-u-contract-v1","latency_ms":22.431541000003108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331390203870996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8274","prompt_sha256":"e46fab47821ccbaeed98d31af67ebae3e5c57c7c4a46117fa4c8f2e7f1fcdec9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662466625094307},"components":{"alpha":1.0,"bonus":1.0662466625094307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662466625094307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5143,"eligible_count":122,"excluded_count":18,"feature_sha256":"333c9f02a4add40d71f8c44e8a53b8a65d3554085d3054927920a81b1b54bcc5","formula_version":"titan-u-contract-v1","latency_ms":24.60145800000646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329133291760972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8262","prompt_sha256":"a7990cb89c6d8e5e4631a8f0a6220bf778da59695dd37689f04cc83da6109e5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064945013985464},"components":{"alpha":1.0,"bonus":1.064945013985464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064945013985464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4924,"eligible_count":122,"excluded_count":18,"feature_sha256":"db514934992ecf8eda0122eb8de1b4e43f83e1f4622de290803b6e069b00fe43","formula_version":"titan-u-contract-v1","latency_ms":24.16579100000149,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316116806521305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8662","prompt_sha256":"4fbff7f3df346a78e8211eee94414417a22e785ac9a140ff6778b5b0d4e15ade","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651392074513077},"components":{"alpha":1.0,"bonus":1.0651392074513077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651392074513077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4965,"eligible_count":122,"excluded_count":18,"feature_sha256":"ebcb483e0e150ee0ef8de27e8a4cab08b2b50c885e636e183c6937ea7b634058","formula_version":"titan-u-contract-v1","latency_ms":31.312582999987626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318058741179743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7851","prompt_sha256":"1ead79e4b6cd15cd681bd5ee20e2ae1722dc35bf6258dba43b4299b07c8aaeee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064809622068659},"components":{"alpha":1.0,"bonus":1.064809622068659,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064809622068659,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4897,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e9cfd5e1c57eed1ea6c19dd4b698f3d4553c11334f58f540bd517aa45990139","formula_version":"titan-u-contract-v1","latency_ms":24.183499999992364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314762887353255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8970","prompt_sha256":"43ab8dba4bd72efbaab1aa6e62e3f91511a660e65cdbed8685de151523791dc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671739695335527},"components":{"alpha":1.0,"bonus":1.0671739695335527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671739695335527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5273,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7535a9f84dd73459e3bb6ef5db88292bc976636ef484e9abd9413fd07d2ea31","formula_version":"titan-u-contract-v1","latency_ms":22.83487500000092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338406362002193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7986","prompt_sha256":"6f38d1953887cc6502ad2a9d77d460d37659d86f8729582695ef7722bbd567e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250375},"components":{"alpha":1.0,"bonus":1.0642009326250375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1540535159e64347f3e40321e62ee4d890eb5473cfd9377b20e5e997db20c1f","formula_version":"titan-u-contract-v1","latency_ms":23.45500000001266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030867599291704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8053","prompt_sha256":"955dd8c0f9ada66cb59306e704d48db737cab898fcee5ba7cc157876fa6e706a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064439773425439},"components":{"alpha":1.0,"bonus":1.064439773425439,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064439773425439,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce7c3248f1e33a47257bd2cb65b9389a21b79a02817975e8bca4b4b338f3c87d","formula_version":"titan-u-contract-v1","latency_ms":24.523834000007128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7942","prompt_sha256":"e297fea6f351d8f3d7ad7d94b7cbcfe2eed51e88f878ae8a9b11fdfd428420a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665282608773194},"components":{"alpha":1.0,"bonus":1.0665282608773194,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665282608773194,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5185,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac1947985881fc1a883fad6022f275870815dd8038df27bf1173d68777832019","formula_version":"titan-u-contract-v1","latency_ms":23.58504200000766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033194927543986,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8450","prompt_sha256":"738ae0cba8c346a88437894f7a52284a4cac6e389b3e54b2fe647775c725b92f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641892490588787},"components":{"alpha":1.0,"bonus":1.0641892490588787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641892490588787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"57c23afc2830e0fbe327fab25ab6022c2158bbfdb621999f80d4f3b778e711bb","formula_version":"titan-u-contract-v1","latency_ms":31.35762499999828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308559157255452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8968","prompt_sha256":"3f72b3c6da7192af43cd17816565369a85a7f64337c88f11873521c3fefd402b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365956},"components":{"alpha":1.0,"bonus":1.0641776314365956,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365956,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d3fa1318dfa79ebd05f0b0da7501c6ac4e469cc7eda8489305543cc46bfe8d9","formula_version":"titan-u-contract-v1","latency_ms":31.00787500000024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8464","prompt_sha256":"07dbfb45ed9bb991d1354ba4f8ca8fc116862594d449619ba42bc395f6159a9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646373942568428},"components":{"alpha":1.0,"bonus":1.0646373942568428,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646373942568428,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4871,"eligible_count":122,"excluded_count":18,"feature_sha256":"199928d52d1c9c1091283fc592af3c12413820cb7c078e8e4218e2e6d9200c98","formula_version":"titan-u-contract-v1","latency_ms":28.91008299999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313040609235093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8513","prompt_sha256":"5504f31c3cfdf423bcf3d2f0aa1da02e2dfb125bd55cbe5fdb14a50adabecd47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675418939378913},"components":{"alpha":1.0,"bonus":1.0675418939378913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675418939378913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5332,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a4f5e8c416cee3ff8180b9d11b8b01533e21ba9fdcf55bdce2b94ab8149e405","formula_version":"titan-u-contract-v1","latency_ms":32.37920799998051,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034208560604558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9027","prompt_sha256":"1e7af84e19b7ab4367a364511185bf69c0498bebf8fd502afd2f0d9c0be96b6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645593608683828},"components":{"alpha":1.0,"bonus":1.0645593608683828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645593608683828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4844,"eligible_count":122,"excluded_count":18,"feature_sha256":"23b0a6a00c47e0118bd1415f932ce8958d0f46884dc52910661252ffabe55a3e","formula_version":"titan-u-contract-v1","latency_ms":28.354041999989477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312260275350493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8044","prompt_sha256":"fa14e333a5354be9cd08a1d362116989610ccd2222900249576db986c386ef2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a3e70fb5c1d194cdf6f4915716b5158bb8cf0eb0695011f85be5866870fb038","formula_version":"titan-u-contract-v1","latency_ms":32.0780829999876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8788","prompt_sha256":"26840d7438b2685d9d33fe7b211cc2a2cf6f61ac7091f3ccb90133f1aa369226","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06822218326175},"components":{"alpha":1.0,"bonus":1.06822218326175,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06822218326175,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5402,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbd52cdc116f4f9d215aa09929b497d56abb3b50689b24a18aabd6dffa9852f0","formula_version":"titan-u-contract-v1","latency_ms":29.072332999987793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348888499284166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8908","prompt_sha256":"bf40b172f8728f6f29e039b07d2237d171f9559ee3f2cda92f5e546fba228243","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646795622686198},"components":{"alpha":1.0,"bonus":1.0646795622686198,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646795622686198,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4872,"eligible_count":122,"excluded_count":18,"feature_sha256":"33a0c34f5e230a785c5d9afc77ac52eee88de240283b5454159067ca646350fd","formula_version":"titan-u-contract-v1","latency_ms":32.76904100002298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313462289352864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8317","prompt_sha256":"a073559feb997abd68534b5d77cba884e8b347c1fcd7fc3cd8b8b86e95d3c29a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065270520220099},"components":{"alpha":1.0,"bonus":1.065270520220099,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065270520220099,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4985,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc747e058aa8b2a4f64b7129f79a2718d6367edb3a168927fd6fcd5283f642c9","formula_version":"titan-u-contract-v1","latency_ms":28.53400000000761,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319371868867655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7785","prompt_sha256":"273b1efa57303bc983bf30bae96fa4d5b4f3e02b5a46934e4e9ef4150cf5d6bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660940536603698},"components":{"alpha":1.0,"bonus":1.0660940536603698,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660940536603698,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5142,"eligible_count":122,"excluded_count":18,"feature_sha256":"91814d3510fcf960a3fcfd1a39350d2de2947a4391fb39660424bc7eed3198ce","formula_version":"titan-u-contract-v1","latency_ms":23.740750000001754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327607203270364,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8382","prompt_sha256":"b5ed7c04bc67ca058f195135318658323a3f08358d83ffd0b100b56ac9a6757f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374356},"components":{"alpha":1.0,"bonus":1.0655754057374356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7564fe73fcd9aa32a92d2f16fc53ff6a42cc405ecc0dc77b3ae0e055515811a","formula_version":"titan-u-contract-v1","latency_ms":24.924624999982825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322420724041022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9018","prompt_sha256":"4e0e328b9c03833a684e7e3c88714efd9a068c5e209648dd57382f8268303553","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732625639842281},"components":{"alpha":1.0,"bonus":1.0732625639842281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732625639842281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5925,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f27ecdfceb88f228cdf31f48b1c07d855d9943e07c6a83402ddef60693147f8","formula_version":"titan-u-contract-v1","latency_ms":25.17583300002002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399292306508947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8990","prompt_sha256":"5b278abb556454d0f4037eedb260e3b87b52d40f25ef770fa31687ba7913a7ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646513844035992},"components":{"alpha":1.0,"bonus":1.0646513844035992,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646513844035992,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"19ace7211393a0b8bf9d5166200d82bb2e7adc20201e1c11cf8538ce7d20b7f9","formula_version":"titan-u-contract-v1","latency_ms":23.07045800000651,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702658,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8278","prompt_sha256":"198f997ed3b773fde964caedbaef9c10bdf02e87d658265a05bd4d8128c22a26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677687052037532},"components":{"alpha":1.0,"bonus":1.0677687052037532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677687052037532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5346,"eligible_count":122,"excluded_count":18,"feature_sha256":"30b69e07b849593783b0102d930ab97d05deff787d32b888af96f66814f5befb","formula_version":"titan-u-contract-v1","latency_ms":24.00416599999744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344353718704198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8328","prompt_sha256":"5b7121b357b78033d387fbb184839275827f1aa02de82a6c7d5204a097a683b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"fefc76d847b76afe8c0b039d570baf150cf7f6c1f565292dc402c4c0cd933f54","formula_version":"titan-u-contract-v1","latency_ms":25.249416000008296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8096","prompt_sha256":"350f808be70fb86d8c2c76ffac9b00f4257dbdd4c877c4274f478bfa4a225f67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652649648385606},"components":{"alpha":1.0,"bonus":1.0652649648385606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652649648385606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4998,"eligible_count":122,"excluded_count":18,"feature_sha256":"024f7a96b5111740974031971ca6e845cb2041178c07bd9574110803eee3ccf2","formula_version":"titan-u-contract-v1","latency_ms":30.14491600001179,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319316315052272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7903","prompt_sha256":"bfd45935dcbf6938df1012c5dbe63addb1f934573e4fc4cfc6f9a5ad934b2f20","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669326507563632},"components":{"alpha":1.0,"bonus":1.0669326507563632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669326507563632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5262,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdccff7b367b8accc9eff998bfed0702e27135866b343f9e3dc9bf14a04ff6b3","formula_version":"titan-u-contract-v1","latency_ms":27.01774999999884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335993174230298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7790","prompt_sha256":"96edbf84634ebef5038b93bee4f934921419f86ebe4de32e6229c5fd3de854cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064809622068659},"components":{"alpha":1.0,"bonus":1.064809622068659,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064809622068659,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8f6b5046519655886eb967f56bec0c84d81d66a866d39d5e18ddc440a0a9709","formula_version":"titan-u-contract-v1","latency_ms":30.69404199999326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314762887353255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7868","prompt_sha256":"2655b49c4b3ab82ca5be2c145a58496cb7964e01a7b3a90c73ccb573cec6b664","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ce9eddc4603896a15c62d0ac2cc869c2a2fbc91d9376dbaaa2c86ca79bf5aea","formula_version":"titan-u-contract-v1","latency_ms":21.41466699998773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8155","prompt_sha256":"877c4b0fc8bd4faba3729840bd98e9fd61d60f4325ee3fcd84121548dcbd3e77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686878052078632},"components":{"alpha":1.0,"bonus":1.0686878052078632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686878052078632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5455,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bba0ae2bf92c2995661f6946d03e1129a7977e460b3cd6ff0af90ec9e86d8b3","formula_version":"titan-u-contract-v1","latency_ms":24.112916999996514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353544718745298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8452","prompt_sha256":"eeda41d9bc19420c03415f4f94d883451f32910ef73d1e90472155b76d182caf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652098128127152},"components":{"alpha":1.0,"bonus":1.0652098128127152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652098128127152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4978,"eligible_count":122,"excluded_count":18,"feature_sha256":"354d78ed4379ec953eab0a762e6daaf360e8f797dd0d49b65e6c3086a93ad0cc","formula_version":"titan-u-contract-v1","latency_ms":23.871791000004805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318764794793818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8602","prompt_sha256":"188c7d777890ce39081facac5414882687c12db5afa0c5e0567323868aab119b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066035386519837},"components":{"alpha":1.0,"bonus":1.066035386519837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066035386519837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5114,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ebf436cb72ee55c2ffedadcc0b13323133a2833068a9f12abea98784610d2b4","formula_version":"titan-u-contract-v1","latency_ms":24.173332999993136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327020531865037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8059","prompt_sha256":"6e0db69f5012640f9da0fa6d22ca76674f7562650bf18aff806fdf2c50eaeb78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686967859559136},"components":{"alpha":1.0,"bonus":1.0686967859559136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686967859559136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5456,"eligible_count":122,"excluded_count":18,"feature_sha256":"2834b54a85f5dd1f463e979f8499237803685edc57fe5e2f2fda795cd3e0ddb3","formula_version":"titan-u-contract-v1","latency_ms":24.30037499999571,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353634526225801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9012","prompt_sha256":"bbf2f265adce08d75d03927613d4c0f5d553c3a882512e231352dd0caa276a24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663824983618682},"components":{"alpha":1.0,"bonus":1.0663824983618682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663824983618682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5164,"eligible_count":122,"excluded_count":18,"feature_sha256":"a933ef4055adaaeb8962f7456f2413554785ded21e5fe3f79da04eeab8894212","formula_version":"titan-u-contract-v1","latency_ms":24.435624999995298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330491650285347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8599","prompt_sha256":"68fe11c1791b31663fd104ba15d7dc0695b5756204250391857dcc13a42af839","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686162196972309},"components":{"alpha":1.0,"bonus":1.0686162196972309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686162196972309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5449,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ac993ae610f107218a56521342068c2209da25307f27e208bfb30614a1731d2","formula_version":"titan-u-contract-v1","latency_ms":24.756666000001815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352828863638974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8924","prompt_sha256":"867da4b97a0392391255fa5535c26c20943e20645a57d8428d97eed7de752902","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660353865198378},"components":{"alpha":1.0,"bonus":1.0660353865198378,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660353865198378,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5134,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc1a7e9089fe4b7a37a36599c79e84ef87b30c481fb9c64c17e0d07833847386","formula_version":"titan-u-contract-v1","latency_ms":26.738290999986702,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327020531865043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7995","prompt_sha256":"f93a2d3a63e5b18d8a440111688e1bf9b8746ab9fe7b775d9af3c511dc2609db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668367414054036},"components":{"alpha":1.0,"bonus":1.0668367414054036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668367414054036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5231,"eligible_count":122,"excluded_count":18,"feature_sha256":"a280dbe0722b2a7c77247c25ae9ea91385344ac70f9115202fe06a3627af3c16","formula_version":"titan-u-contract-v1","latency_ms":26.891917000000376,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335034080720702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8240","prompt_sha256":"fc20c04d4497a35b6b1cb49775ae71757001256296055ddf2db5d383fb047ff8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705860544580243},"components":{"alpha":1.0,"bonus":1.0705860544580243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705860544580243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5651,"eligible_count":122,"excluded_count":18,"feature_sha256":"818362a62f63759bb65b07c425e0440d085fd06f504f7a28b3087dd04a25d163","formula_version":"titan-u-contract-v1","latency_ms":27.27987500000495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037252721124691,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7895","prompt_sha256":"404ef5db7e4a86493c07ddb0ed6d421e0146aa0ed7677c1ee65c67986377b8cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691084048168362},"components":{"alpha":1.0,"bonus":1.0691084048168362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691084048168362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5500,"eligible_count":122,"excluded_count":18,"feature_sha256":"01d97255dab1677ebe8bafb8943a8fee57bd3da7481dab52a01c8a93836eb29e","formula_version":"titan-u-contract-v1","latency_ms":25.845000000003893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357750714835028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8819","prompt_sha256":"9a8f78a588565ec97872f4c311a37cbcf2334d4ce5d49c15eb7db2a8db276743","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067014764570996},"components":{"alpha":1.0,"bonus":1.067014764570996,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067014764570996,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5250,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b82213884ef5761cab0a31c7d509479493e614ea60574030e05db2c0a867d9b","formula_version":"titan-u-contract-v1","latency_ms":23.52224999998498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336814312376625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8032","prompt_sha256":"2c42c3415421116b9b9e12881274906787d10d2b7748eb3a5b78cbba0b2ae968","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667420611375555},"components":{"alpha":1.0,"bonus":1.0667420611375555,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667420611375555,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5215,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf7452911693eb78456aacfac930a3753100caf94dc927ffc5133a4d7a31f292","formula_version":"titan-u-contract-v1","latency_ms":25.619790999996894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033408727804222,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8448","prompt_sha256":"3dcf715f60a3919487f07d9b44838f99f4e4eebde55b7fc3a805419e1a6f52f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664793166360518},"components":{"alpha":1.0,"bonus":1.0664793166360518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664793166360518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5178,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8e836b661850cce0882fe1a567e1b51038d79ae794340ec8099c95b78407f80","formula_version":"titan-u-contract-v1","latency_ms":24.54695800000195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331459833027183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8079","prompt_sha256":"e85816377f9df86805ba78c4dba3b31d73b5391ee279ef490547f05ea1a498d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5011,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea0dd9c1e1feddd282aa3c4cb1ecd3df83809f65600c3b5939e8f40451add7b7","formula_version":"titan-u-contract-v1","latency_ms":24.303042000013875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8179","prompt_sha256":"904868b060bc94f20015f9d29b8b38f0fc00e9957a5f9bd03a78d9697cdc1916","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674385228199326},"components":{"alpha":1.0,"bonus":1.0674385228199326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674385228199326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5307,"eligible_count":122,"excluded_count":18,"feature_sha256":"f92b7fadf7db1d04f850bae3134b061a134a9619757e15549d2aa26c4734403d","formula_version":"titan-u-contract-v1","latency_ms":24.998833000012155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341051894865991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8358","prompt_sha256":"593dd58f18af7e7c5d6bb72d8e452db1b4b4b6b76ed7086be71299935eaa3554","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676303199141546},"components":{"alpha":1.0,"bonus":1.0676303199141546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676303199141546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5345,"eligible_count":122,"excluded_count":18,"feature_sha256":"3be3a9e3e34fdefc12c2dea431420f6eb292ed71a63e22f83e31bb201e6263f9","formula_version":"titan-u-contract-v1","latency_ms":24.023541000019577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342969865808211,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_9011","prompt_sha256":"bedccfcec5e979eb7934dc62b1d25133f569cc509105a9df8d690fbb5e0dd151","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676951812198086},"components":{"alpha":1.0,"bonus":1.0676951812198086,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676951812198086,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5338,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe34b429c1d08cbecc8742cbb5d5afac8b6f800a8b732f98b4d1d0be55f5271d","formula_version":"titan-u-contract-v1","latency_ms":24.161333999984436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343618478864751,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8408","prompt_sha256":"e99dd1826dab06cb644c2e0af7a677e3b5560300fcf5eb03b8ede69269aeca25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619454},"components":{"alpha":1.0,"bonus":1.0652594167619454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4981,"eligible_count":122,"excluded_count":18,"feature_sha256":"68c63601a0c7dec5143d20bdad3fb8ba04da52e95a12cf641f3cdfeab7cab847","formula_version":"titan-u-contract-v1","latency_ms":23.021749999998065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031926083428612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8089","prompt_sha256":"24716f6c63ddfd6523ae27a52d8572ba1ca726b570dce557fa000f0b32f39d83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709435238377418},"components":{"alpha":1.0,"bonus":1.0709435238377418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709435238377418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5685,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d78d4c02c002d7396c99f333f1a70cf2c5f1bec3b9b4391d57abff294d7f6d7","formula_version":"titan-u-contract-v1","latency_ms":25.260624999987158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8766","prompt_sha256":"77f7c7d445239538d19a62103f9eed192b217c3a70f137b36850f5ea8088a3e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673676769569613},"components":{"alpha":1.0,"bonus":1.0673676769569613,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673676769569613,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5298,"eligible_count":122,"excluded_count":18,"feature_sha256":"3da2ae0a3bf32bf14a1462e50c038869d18173e757aed3c2268fc650e4006b6f","formula_version":"titan-u-contract-v1","latency_ms":25.009874999994963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034034343623628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8713","prompt_sha256":"edcda7ad6ff6f8d7ab0aed426d79016653b2ca59b6bdd8a053c82d0b29459ccd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661665596015004},"components":{"alpha":1.0,"bonus":1.0661665596015004,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661665596015004,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5132,"eligible_count":122,"excluded_count":18,"feature_sha256":"43c941f2eda09a48f653507c1a5490b7b6628126f17d44150a86c423492f4139","formula_version":"titan-u-contract-v1","latency_ms":27.317166000017323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032833226268167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7982","prompt_sha256":"082321702203e15853f351fe419dd07ce9ee37a17035b8f3ff49e4fb493209b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076634807078287},"components":{"alpha":1.0,"bonus":1.076634807078287,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076634807078287,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6148,"eligible_count":122,"excluded_count":18,"feature_sha256":"b25e350b4b99a4c5c960ceadbf891337352e743444dc466a073aa3afee50addf","formula_version":"titan-u-contract-v1","latency_ms":30.10062500001709,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433014737449535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_7931","prompt_sha256":"292893b64cfb3408b46c0722ea91885ce9e7345c0b18095ccc5915b6da515930","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670826028241676},"components":{"alpha":1.0,"bonus":1.0670826028241676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670826028241676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"61d6e011bcef9e8bcca643b9ddd80266e390d31f3e7dd08baa494a61a0bb36a0","formula_version":"titan-u-contract-v1","latency_ms":24.10799999998403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337492694908341,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8267","prompt_sha256":"323c46e885fcee6c6db89ed1d8fab2a4528afef5eb60558f7dcd3f5b587831ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651825107698683},"components":{"alpha":1.0,"bonus":1.0651825107698683,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651825107698683,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4971,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc4d1244eac35b88cd97f9150153db97df66430c0981ff639e52711568182d78","formula_version":"titan-u-contract-v1","latency_ms":25.864874999996346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318491774365348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8853","prompt_sha256":"18677d629164a0306dd106d2e68ddb88801996e52640803671dc9af71f719e35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665423104593648},"components":{"alpha":1.0,"bonus":1.0665423104593648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665423104593648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5188,"eligible_count":122,"excluded_count":18,"feature_sha256":"029849fd958cba493cabe796961ff3b4c28cdc413816db4fe2969c45afd7cc33","formula_version":"titan-u-contract-v1","latency_ms":26.279582999990225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332089771260313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_physics_8883","prompt_sha256":"21b6ba2ea651b9e3a0ae82077faf002b46de9d318e590bd13c69f35555619046","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967363},"components":{"alpha":1.0,"bonus":1.0636753645967363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"70047ea74dffe4c0992b2b4a9a942bcc0db6d2e6bd1a1f1b16a6f1f2d8312320","formula_version":"titan-u-contract-v1","latency_ms":23.526375000017197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_300","prompt_sha256":"8f7c41fb4bd0ad9a38d165c39f8b2ae3fa80ada8db1631315b55869db71aa428","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c366565d80d336a0497a503cd9e8cf7ce97f1eec4b8b9d76a34633670d5abae","formula_version":"titan-u-contract-v1","latency_ms":23.271292000003996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1003","prompt_sha256":"f912035f9b3da39b21645fd0dd89c020e87c5e14d54813ae31e2cac07f0edb12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103244},"components":{"alpha":1.0,"bonus":1.0636590149103244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"30bca58ef2e4230b25ae61b0f25af8ec50f6474fa2576824d885e5f604cb1a51","formula_version":"titan-u-contract-v1","latency_ms":23.077583999992157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030325681576991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1026","prompt_sha256":"a842e04d4aaf05907baeec74dfa653f09e1776c245caa192f29cdce18f2aeace","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca5caa27f751403e6d54a9b07d03ac7b52f3008ff13f1cbeca733f9fc99ed9c6","formula_version":"titan-u-contract-v1","latency_ms":24.546334000007164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1040","prompt_sha256":"3cc73ecda1c8db09d8f83b03fa8947a96c916ee4e991e7b80f93d5c7429ddcf9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530836},"components":{"alpha":1.0,"bonus":1.0637670239530836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff6eca2c25f190075886232a0286d296b1d39caa8ae50b21ca5ea2ba4a03a556","formula_version":"titan-u-contract-v1","latency_ms":24.99475000001894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1294","prompt_sha256":"d90be7b2eee22fea97976b4258e4158488c0f41305071f6dc380e2046f24e7c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635713569149934},"components":{"alpha":1.0,"bonus":1.0635713569149934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635713569149934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4556,"eligible_count":122,"excluded_count":18,"feature_sha256":"3460e80c47a06e214950ad2bed1b95e6b02f22ce1827f7e6acc0281ed8d8d00f","formula_version":"titan-u-contract-v1","latency_ms":31.934291999988318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03023802358166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1382","prompt_sha256":"650390dac21fe79197dab36b6d54c3dbaf1c105f2147e5777184b9a235f13cb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbfe122cf9848755d8395a26454c5d51c30db6f2fde1006ae095db00b2331616","formula_version":"titan-u-contract-v1","latency_ms":25.854709000014964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1430","prompt_sha256":"dab8abfd9ae18fe7323957b5f6fa9bb678ada257e35c29396a747d8fdaffe464","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"f486b92b4c1ab1ebe66d770f4257c2b041e11621bc31a54e01b990773d29c25e","formula_version":"titan-u-contract-v1","latency_ms":28.721708000006174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1790","prompt_sha256":"190bdf4ad8c54aa29875379290838cd62feb038c2d146ea0e86c331626fb0b3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fde1c7874629431167659f9ea232cd7f7f427a64701b9b2012c5bef4522021f","formula_version":"titan-u-contract-v1","latency_ms":26.579042000008712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1966","prompt_sha256":"249c7b2f6e09f05011209f6d709c0b297e5585eb4d403769e7fceeeed69bfbbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888973},"components":{"alpha":1.0,"bonus":1.0636975750888973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"a92fa8306d1ccfc53853205e8fe54c4ad82129658798614ad0d7c0495038449c","formula_version":"titan-u-contract-v1","latency_ms":24.577332999996315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2033","prompt_sha256":"93df537dafea9ae6757e13b8d4d6f662b39792f3f75cec4ff1b37c7520f41d0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649052},"components":{"alpha":1.0,"bonus":1.0636192964649052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c2c73546dd7c7d5cf84380285f4e2deed3a66bc0d403548b49b4d28b8067432","formula_version":"titan-u-contract-v1","latency_ms":25.368333999978177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302859631315717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2041","prompt_sha256":"7f1181035db4ca37001f37ac9337f2f4689202233f205a2e57e3eb5421eb81f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d7e2346848445e2bf0c3ca225a7bff384cd661e7dff2823c52dd4664eed6a34","formula_version":"titan-u-contract-v1","latency_ms":26.31675000000655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2070","prompt_sha256":"4062f11c6c0932f769ea4e721da5c2919ea3ba04ea1c0cc8689f9ff31884e682","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"197736144dace4021036b63799b927165a0be9fca2aa1008dcd6806738ca0db2","formula_version":"titan-u-contract-v1","latency_ms":24.77383299998337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2316","prompt_sha256":"f56d94e81c94b96db54f39b3d1a45671efc5e5f7ffcb2f34b1781cce1f9eccee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca7d71a7c6960dde2f6302e3f0faa84374ec3171a21fd084b6417a46a859a255","formula_version":"titan-u-contract-v1","latency_ms":24.11045799999556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2525","prompt_sha256":"cf82e41659058a0611a157885f28319fb8728f1733df9870a86b1e42c2d8d212","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"76dd465d0bf2f001fade0a9c2b16950a25d8752ae8dd6c3eecda258b49174b64","formula_version":"titan-u-contract-v1","latency_ms":29.525917000000845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2858","prompt_sha256":"9d02eec3575be526b5a5a70ed1f157e2e73beef7c25af29be932693a90ab38da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"a88f8842d29307b650e5755c3317a42a349cd3b4639358fc41ff688c41c7b88d","formula_version":"titan-u-contract-v1","latency_ms":25.946041999986846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2953","prompt_sha256":"aec38f83bbabb1bd34287027a3aa9edb729a4cd7f943b65650d71cd5fc6544dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4c8c247e5b997a66b168632896482ac5dac235564ae7ef9f88f047922aeb45c","formula_version":"titan-u-contract-v1","latency_ms":24.425625000020545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_275","prompt_sha256":"f79160165114bc987a21f0036a5f7c6a55f4315aa49a526c28174152943a0b37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064068727955342},"components":{"alpha":1.0,"bonus":1.064068727955342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064068727955342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"95b18b00ac9db2758309363d7045b3342d6e2ac141ccea2fcc46abdeb971c0e8","formula_version":"titan-u-contract-v1","latency_ms":23.498625000001994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2533","prompt_sha256":"8a5518f236c0eb1a01896ec00794eb74d4bdc283a6eb92a8e6766e4fba87375f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0c97e5b0060ec95a8ab0cb1f5a9fd475e059ecc98200e1bfab28b64c6d8de5f","formula_version":"titan-u-contract-v1","latency_ms":24.429709000003186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2293","prompt_sha256":"b4609a6a033d501093fde06e1f438429a91767f18bb671f26539bbc140c6fe80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777708994},"components":{"alpha":1.0,"bonus":1.0645729777708994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777708994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4852,"eligible_count":122,"excluded_count":18,"feature_sha256":"20d1474b9bf778ee1b4365c3a673b158661443a2841498bf19927fa9544d6f9c","formula_version":"titan-u-contract-v1","latency_ms":22.59674999999106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031239644437566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1186","prompt_sha256":"65dc6042476a63eccde1576df5e3d21a45075108264c58e9358e81c2f25f789b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa37b6763d8e5d12dd2940c1a39f255a072b335af3458047f30f7fa95fada39c","formula_version":"titan-u-contract-v1","latency_ms":25.808583000014096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2580","prompt_sha256":"8806f132852c48952361c7ca28ed9c355241ab94f7d914861407322476a57a66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ac2da2194ad24aad177694f8a3332c9b4622259b23e66447d037042716883db","formula_version":"titan-u-contract-v1","latency_ms":25.983208000013747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_486","prompt_sha256":"1e342641b4b789722a0da00bdc482db3ee6b4bc5bf60b7adfca683a5f593f7b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661551},"components":{"alpha":1.0,"bonus":1.063734668661551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f39604833a5bc70e0224e3fbfb72d0bbb7d900cd14fe604ff33ae8752445d78","formula_version":"titan-u-contract-v1","latency_ms":24.839500000013004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_597","prompt_sha256":"90c5f49465d7c78c7bd3c04c6236688aeffcf1db9f46d098d0180b3e04d3a094","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603447},"components":{"alpha":1.0,"bonus":1.0641660797603447,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603447,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"43a770737026cde5e4cdea40e97ef2df5da918381201d6cecc57ba4d679b59aa","formula_version":"titan-u-contract-v1","latency_ms":25.767416999997295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308327464270113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2751","prompt_sha256":"a5dd1063627ba5de7683d4fd9e4809d7c697538f652f3849c7ac788188039dd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"d27e0e37630b8faa9f93cf4ce2befdada49d139fe3a5231447087da0dbf205d7","formula_version":"titan-u-contract-v1","latency_ms":33.14950000000749,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1611","prompt_sha256":"bbd1ca9b53528a491cd44b39f556cd2017b4c1b2ba0419a3641a2e81a9b3c43c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"058c94ec0de879c2662c8089515e3c024935ed90a6f567b2a97de93a644c6f62","formula_version":"titan-u-contract-v1","latency_ms":48.79683299998305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1558","prompt_sha256":"b9e70e019fa0e149f9e0066dd276cd8eff3a34f37ad682fafc0b58f60b5fdc87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4946,"eligible_count":122,"excluded_count":18,"feature_sha256":"81beec3a2e7ebdae369b1249e7bb7b19a59851e4a5352854797fe96c4b76ecc7","formula_version":"titan-u-contract-v1","latency_ms":38.98833400000967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1959","prompt_sha256":"de1bd1427ff566dbec99ba7606909c8faef4003e04594b96bff25ac4d98d01bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064076040662744},"components":{"alpha":1.0,"bonus":1.064076040662744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064076040662744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"62ea59fac5e76bd1c7e0d033ee1501b61e830ff778cc43b44d1278c3be8fa3aa","formula_version":"titan-u-contract-v1","latency_ms":31.869458000016948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1852","prompt_sha256":"0845038aa1429e9903ac32a5a443b58b8c47d6dc0d0493dc1e1e3353477307d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"43ee9ed6835c6e63b8feb3a0f20e5bab3aa1c773f4c928f43afffb3787b708ce","formula_version":"titan-u-contract-v1","latency_ms":30.659708999991153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1962","prompt_sha256":"29a0c651a0883c892e5bf12c2eef0d3981102c2717816642b1d6be3fec69a3c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154136},"components":{"alpha":1.0,"bonus":1.0637463315154136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cf469ffe8ed6e7c2dacb5ed57e7d34f32324cd0f5e1f2954549147d7d28ed5c","formula_version":"titan-u-contract-v1","latency_ms":35.35462500002495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304129981820802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_682","prompt_sha256":"2db42cdfdd88148a4e710b5225c11edf16b07629cdfec862c168c322380eb8b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063731771289172},"components":{"alpha":1.0,"bonus":1.063731771289172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063731771289172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"77581788f229bf06f5b3caeb35d37f4016b1c10330dccbebaeed5e59072e0d9e","formula_version":"titan-u-contract-v1","latency_ms":30.821916999997256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1869","prompt_sha256":"e2c4fe16c110bfea093236a01ccb9b347fd49f1d8c28fa74b711af30dd0b0e18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"114170228f3a6884516002cd0d9dfcee8467ccbb0aaa88cf08f01c15278977ec","formula_version":"titan-u-contract-v1","latency_ms":37.61437499997555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2550","prompt_sha256":"a6d3955dfcada192e292b1bd6a7b4a87c3f06eca934d9577e74668a9d1b14576","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647175425024706},"components":{"alpha":1.0,"bonus":1.0647175425024706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647175425024706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4881,"eligible_count":122,"excluded_count":18,"feature_sha256":"48f1ee7b26e12864477966c7c7f204e1af29a3251b93e3f2f1add7cd54a4aebf","formula_version":"titan-u-contract-v1","latency_ms":33.05412500000671,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313842091691372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_632","prompt_sha256":"c5cc3a640b6d92601e556e40689589850a5a11c0c73e1034ec64d4566a1abb39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"58eb59f542a51b4010e38e2e672a92b4a850ba141562b9f86039a7a5f4e3f29e","formula_version":"titan-u-contract-v1","latency_ms":47.06758399998989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_467","prompt_sha256":"b88ec615ae2a651986297a16d7659b915a6b70099fd5088c734284d0b120d931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"7da581feb61081fcd212c4c5de78488f4a52b9ee884600b3d8e25184bb4f35d6","formula_version":"titan-u-contract-v1","latency_ms":29.96916600000077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1585","prompt_sha256":"5dd25d41365eb78df7336057861014c7a7ace7c7f0e9cedbcb196ff8eab0fbf0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4778,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7ea1b4a3f017ea8148aeb756c4d59ad0a5167c91031f6cc9fa5d4239f8bb7e3","formula_version":"titan-u-contract-v1","latency_ms":26.950290999991466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_167","prompt_sha256":"6aec486fa7af5ef1fd33c6b3490899b62e4e5e73c8b94c02a4db91ef30ad7d50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"3be9ae822dc073ac13f9afcbe9f78d52b75c5b94256c6d2362281264baa9bc78","formula_version":"titan-u-contract-v1","latency_ms":22.42437500001415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_407","prompt_sha256":"d54202fe7fa36a1b1c81c8ba7f001d12c6f577e4adf65fcaff9fd50218caabbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8e50e4781f505f3765b9fdfa1ad74c68220678a11b8d1a46c1f734d6f0bc3ee","formula_version":"titan-u-contract-v1","latency_ms":31.52825000000803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2532","prompt_sha256":"9d7a5c9e4f993d96aac2c9e0095bcbf4e96982699cbe004d6437f41d558ff7cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064109310644353},"components":{"alpha":1.0,"bonus":1.064109310644353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064109310644353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"f70cc8c7feb3b6e497232c0dcb085d0142069cc3b2ab72374e73cd2f05a1c6d0","formula_version":"titan-u-contract-v1","latency_ms":24.979374999986703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110197,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2389","prompt_sha256":"f92540f0a75c22b5c47021f93936efdbadaee063f796d64164b8c53e5d2a0b21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"6978695093520aa1ebe6e102cb7ea15af7e5d64e03859106118bfb65d14b2673","formula_version":"titan-u-contract-v1","latency_ms":25.246208999988085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_672","prompt_sha256":"d99f1ff4aa7e44f838cabe53daa8f8c671c91d8a7bdafc40de81f3eceb23a8ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"22c2f6a8904d1532363c76b8e7fed2dd8fc643ec1f4fefb05054be8ee84ba5ea","formula_version":"titan-u-contract-v1","latency_ms":36.824541999976645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2805","prompt_sha256":"c8278805312b668475787a5b8b11fca499ee1dc769d4a645a023a474e0fde09f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460275},"components":{"alpha":1.0,"bonus":1.0644139232460275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"906b0e377d606e887bdb5feeca89f519f1e9408c00a968f5a1c40f93617be548","formula_version":"titan-u-contract-v1","latency_ms":33.868624999996655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031080589912694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1636","prompt_sha256":"a5564a2179638f03f8e0f6cbf29c1e6f1c5d34069ec1be0fd648e1e266a60757","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"443c22e9c8ae406a69b9f26c8ef4965c9a9f12beba9d162cb03fab876502b8ae","formula_version":"titan-u-contract-v1","latency_ms":28.080165999995188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_115","prompt_sha256":"58ed3b08c090c79efd081e9617c8e22917ace478c4c54f5bc793f1383166ab13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccbb90496bab93fed3ceb7fbfb3c6b124979ef548b6b7501473e0739e9802603","formula_version":"titan-u-contract-v1","latency_ms":23.877749999996922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2617","prompt_sha256":"9593789e1a6972cb78d7d6b5709d91401841026f5abce888e86021d8cd9f4b72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed34eb18aa50136f73b21b810877a80ea0b3d978285a80e442b05b9d5a15dbe6","formula_version":"titan-u-contract-v1","latency_ms":24.43287500000224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_851","prompt_sha256":"9f9705e3cdafb8b90fdbf5787502f57403cb1a0a6e5be3b5fd9d6c4ab7e4aaa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064582092301951},"components":{"alpha":1.0,"bonus":1.064582092301951,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064582092301951,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4844,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd001d8b7371f38c508bbcb53340e9d2e62db50a41e662d9d652f944584b5f33","formula_version":"titan-u-contract-v1","latency_ms":34.32708399998319,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312487589686177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2183","prompt_sha256":"f4a13c5af312fc305f0e929c43b5a393f3fb20349833a6ed9283e4edf1683d87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661269015987263},"components":{"alpha":1.0,"bonus":1.0661269015987263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661269015987263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5121,"eligible_count":122,"excluded_count":18,"feature_sha256":"01f6b690e3dc58d69485e97b9017350a6a3730d4402c896324c778515886bd69","formula_version":"titan-u-contract-v1","latency_ms":35.08079200000225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327935682653928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1958","prompt_sha256":"f3f9c183b9f43a82bb3a7c27dd3a581dc0755433caea44559161222599a73c86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065983733605959},"components":{"alpha":1.0,"bonus":1.065983733605959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065983733605959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5099,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f91324c307e64b17170dbc8e5768ba9cdb1ed3034a8273695de913a1173e6ef","formula_version":"titan-u-contract-v1","latency_ms":28.59004199999049,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326504002726256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_38","prompt_sha256":"cbcad5057d3d4e7132c5c84a29d010c28c20d227500ec3a471b2271d62516609","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942019},"components":{"alpha":1.0,"bonus":1.0642563277942019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"efdf304fc911f3067a6339d1fc65a60112cf3dfe6c1521e257e38da7610cc6e2","formula_version":"titan-u-contract-v1","latency_ms":23.382874999981595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1973","prompt_sha256":"174d8b4965f6b3880d5b1599e45f61a9eaa465aac386ebb2f1e174310a9dccd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187738},"components":{"alpha":1.0,"bonus":1.0640219100187738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"9aeaf56fe8550cada5f465f5905ba6af7e58e88adf9e804ba01604ffdf669589","formula_version":"titan-u-contract-v1","latency_ms":21.51399999999626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2920","prompt_sha256":"d3dc3a2f384cd964effc1966c7f9d6af8c81dc68933cd0fad619c1ce8e8e312a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187753},"components":{"alpha":1.0,"bonus":1.0640219100187753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5f92c4da40753065591a0265032719cea6c94e2b8c443ce4a761b00209b3a73","formula_version":"titan-u-contract-v1","latency_ms":21.91754199998286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030688576685442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_496","prompt_sha256":"7e1418710b645510f49426aff2e1db9171ed8f5734fc0e20cec95e8369f15e13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647900174447544},"components":{"alpha":1.0,"bonus":1.0647900174447544,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647900174447544,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4888,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5e550311a6716b9a43e0ab9065d8fb04fc15d9d64d8c23c687445397188d89d","formula_version":"titan-u-contract-v1","latency_ms":29.898833000004288,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031456684111421,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_740","prompt_sha256":"e3d40008050ce1608e24c77f5a4075daf66828e4e3ebb5b2e54a24b587502754","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"c608449c89dea037b20c32ee9e4435666f0c4881de3d3e414d976bb833ff7e90","formula_version":"titan-u-contract-v1","latency_ms":22.985500000004322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1956","prompt_sha256":"0ffac778efa7dfd15ccd14b7e53bced3ae60a4766e0cdd0f61f6b289ed228b35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae44852d10a21a8a3e2d25d99e0b836f32b507978c024ecd040742803388cb02","formula_version":"titan-u-contract-v1","latency_ms":25.33541599999012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2902","prompt_sha256":"4a5f332ec28b33cba1840cd751ef867b3dd93d89f8278782ce09dba9cabd7d23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"afd0a4c8c0dcd346a42338c7b661451ea12d158ce3cd245ba313fab72ef9537d","formula_version":"titan-u-contract-v1","latency_ms":24.88291700001355,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1764","prompt_sha256":"1cd15bbd9a6bca2dc5bca07cb3e0ee32184972fba0cac4ab5c2415478d782ade","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154145},"components":{"alpha":1.0,"bonus":1.0637463315154145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"527db893de9610dd71eeaa6834eb2f0471348f842deb1afa248b1a0097573607","formula_version":"titan-u-contract-v1","latency_ms":21.88808299999323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030412998182081,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2009","prompt_sha256":"212e9c8baabba9f325b021993d724594be0a4e15a1c69005900520ddd1f7b512","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad0a01b808173a6f7c22f2813be14fa4e065dc9bc6523211e62e967e788d1a0f","formula_version":"titan-u-contract-v1","latency_ms":25.187417000012147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2112","prompt_sha256":"f2111232c7b469b8ce61b24b50110a2a8cfb3c05e82891afe58fd65c3bd2a692","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"45423f9d369ad4f3f787f1b4cf8eea71dbc2cfd6ec9a2bc980e2ca9357890199","formula_version":"titan-u-contract-v1","latency_ms":24.93695900000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2230","prompt_sha256":"279c1cd12f9cbfe2b77dca55ed1352885388c5a4680a541e11f5ef30f95c9cab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265342},"components":{"alpha":1.0,"bonus":1.0638565788265342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b44dfa70e67d8ae24efa0fe521dc31e1f1bceef2e799dd4ed0dce03239a45dc","formula_version":"titan-u-contract-v1","latency_ms":23.88670799999204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932007,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1380","prompt_sha256":"59162bb04723dce6544298763d02b45fadf90d24194e3b1da2ac8600691b552f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042733},"components":{"alpha":1.0,"bonus":1.063853388042733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"d03cc647bd7cb0ce1481ce860057b7ae43b9188edc38214c262662d4a2bbf954","formula_version":"titan-u-contract-v1","latency_ms":23.553083999985347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_967","prompt_sha256":"caf2d5e17099ff8df98f7aa0ab64241a98ac266c4e18169ff7f6767b197cc4c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad5e9c874dcbd53c4f124a6088710856a8c8514697ed4a64a93137b646737f04","formula_version":"titan-u-contract-v1","latency_ms":23.166417000027195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1581","prompt_sha256":"7063151eb42ccbe0c5ae74969e6af63717b25a9d4459165cc173484e748a68ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"e24e09a122c8fc58c29db1933520c2d68aa3f0d930232f1ad48def4f262d6096","formula_version":"titan-u-contract-v1","latency_ms":23.26908300000241,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2388","prompt_sha256":"cf6379e124477c8f8971a795669436d17dca39e55c7edb4250947d921cc47e49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"dccafe9c13440bb6ffb570663512a0296a3a1371587c685121ff21a83c426d2d","formula_version":"titan-u-contract-v1","latency_ms":22.684083000001465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1788","prompt_sha256":"c2ddb1157e2f710f1499a0b9a3fdafabe36cdfded681f48eac55580b97570030","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b9771b339421b3b33ff72057524093d7f9ecbc6d359ac392b66bd3ec500b5af","formula_version":"titan-u-contract-v1","latency_ms":20.957833000011306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_87","prompt_sha256":"12267ab2d4b9a3a5068ccc9b52faf87f970dc08be60428234fce55f5df81e07e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646701403779952},"components":{"alpha":1.0,"bonus":1.0646701403779952,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646701403779952,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c845bf916f2881e48b75a14b3aebbcaa6d3ca2a6076329c15c3e17dd2ececec","formula_version":"titan-u-contract-v1","latency_ms":22.907459000009567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313368070446618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1738","prompt_sha256":"f61ac9fafa7ce0f9f3192886c473d70209ea6fbe457fd1ae7a519bcd1d85d9db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818831},"components":{"alpha":1.0,"bonus":1.0638187734818831,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818831,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"35fe7537f61d5bd88aa5e38dd4841199b63d11d947edf14bce3957490470539f","formula_version":"titan-u-contract-v1","latency_ms":21.559166999992385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485497,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1283","prompt_sha256":"9be834a7b6f9445b5481926689c9ebe3171ace14f3f8bc04e5d0e16135927a7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"b69b0ac274ac1da67dfd7d967c6ec08f05edc137b15c30475c86657ebdf804db","formula_version":"titan-u-contract-v1","latency_ms":21.10179200002449,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2792","prompt_sha256":"7dcf4883d84d04e084cd788009b719d5c1b60c2585818873df18bac94505c6cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789652},"components":{"alpha":1.0,"bonus":1.0639625558789652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"27986252f40e512be6be823e89af0b886f574ccb5dac52839b35da48bc1ce4d8","formula_version":"titan-u-contract-v1","latency_ms":23.203583999986677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1895","prompt_sha256":"90c6402935045f2471ea0d52f3c52782a037545574d8f3582ae7fd9222d5e86c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"0bec9dd9d6dcf4165f1f1b3f5b6ef3097d8e29aa81705a5420e8d763ebe75b56","formula_version":"titan-u-contract-v1","latency_ms":22.2742909999738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1333","prompt_sha256":"35ffe76e29786d97d01b80b2a72463c75a56f344d1926edb79b869cb25410145","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0a307da858a0c4ff6b107e4b4b8d897009a44919515e19e2d8045ae369054d1","formula_version":"titan-u-contract-v1","latency_ms":22.202417000016794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2196","prompt_sha256":"94fcba46d799c75945fe82b7248a8b666059743c4213376fb1566df85b9bec6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642643586064506},"components":{"alpha":1.0,"bonus":1.0642643586064506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642643586064506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"179c7e943b40afc748772ae663774a3dace7dd4b841ac724eb70f66d8ccd9ee0","formula_version":"titan-u-contract-v1","latency_ms":22.134832999995524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309310252731172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_204","prompt_sha256":"1e664748de9356c9c6e815f9d81410bb43104c14a9e4779c6e054a2504f3e385","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e7ec3498541fcc2f48f408917e39365be83a0f9b287d77c6fec9b5acd324d96","formula_version":"titan-u-contract-v1","latency_ms":22.612832999982402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_607","prompt_sha256":"850765b0209bd3ee5e4c7a74eb97ae77a9915f694df5acacef9157684d346c40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f0cd532c84201a3c40d77e203fc7cf7a4606a118fcef09d8988c22a01c64a4b","formula_version":"titan-u-contract-v1","latency_ms":22.71666599997957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1479","prompt_sha256":"b3e77eb32f762ce29afe90ede114ebe95fe3fcde68ff43cd59eb1b42d7621ab4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4973,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e2be082493d558e583ad87ec772863cfd8f4872abe33043d6b764a885ddb25e","formula_version":"titan-u-contract-v1","latency_ms":23.06737500001077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1504","prompt_sha256":"b3676d62d2bc9d003b49c0c67b4aa1b169d5112a8a151ebe8529cbfcac003bf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888553},"components":{"alpha":1.0,"bonus":1.0642166132888553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecdbc2b57c69a86abb48a4ca3eae6c3e17f035b1c2416836a43cc53475aa60a0","formula_version":"titan-u-contract-v1","latency_ms":22.215125000002445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555219,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_624","prompt_sha256":"b378d3d1da0b6a8a26c36ee7f9b25303c1675632b179d4c2a41f29194b68acbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7b9510f30bcf262f6341c1f3518a7878d58999c0a6e3a60ecda01cb97038a36","formula_version":"titan-u-contract-v1","latency_ms":23.012749999992366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2917","prompt_sha256":"1a028dd4ff90300a5285da472f5d756bba83b336dd806cef875abcafe43aa176","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650277615219719},"components":{"alpha":1.0,"bonus":1.0650277615219719,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650277615219719,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc1dbb5ed53857fd04bb961c673e5e888c2883001f86e9e36d9c38e39953089a","formula_version":"titan-u-contract-v1","latency_ms":24.795457999999826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316944281886384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2008","prompt_sha256":"83489fca513a66722cdeb53a67c1d16dd5698630e8de0617267d0172d26e54c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154136},"components":{"alpha":1.0,"bonus":1.0637463315154136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"da28aaa1703f9635a6fa812596370c5df0f01bc6dc711905268ecdd2c0f06dc1","formula_version":"titan-u-contract-v1","latency_ms":29.498750000016116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304129981820802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1401","prompt_sha256":"a78c594cf70a80af7726165e3283dcdebc8ec03c36d7f14fe5c3fd8c806c6fc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"2daf73e31763ace7d7d6558b556b4c49afb0a9af2ad984793ebb3c83bba9fa12","formula_version":"titan-u-contract-v1","latency_ms":24.776374999987638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_91","prompt_sha256":"40bb38cd05dee34bd6f15aeaeb7f5db69650ec543b4caec1cf6dfec4ddb13de3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858678},"components":{"alpha":1.0,"bonus":1.0644268153858678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc3a90e005a5df1996403e68ded9e9ff89bfe1caf44e3bffad380f61ac69f1cc","formula_version":"titan-u-contract-v1","latency_ms":28.131250000001273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310934820525344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2210","prompt_sha256":"35f9303503f2ea2c09737e176c859f63f1b003ca0d1f4ea0fb153acddcaec1f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"95190a8364aaa2c617ce9452d3c2c8032a807d7f2742757f0bbad522d240eabf","formula_version":"titan-u-contract-v1","latency_ms":22.478041000027815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_792","prompt_sha256":"3bbf5394d4a8831a91bc84c87bc1e81c64d06248afb7144b392b2df913aa58d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083129},"components":{"alpha":1.0,"bonus":1.0644010970083129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9ea4e6a34f7fbd41f13edef1a53d838a3855c4efdf81ca42b201f18bf86e07c","formula_version":"titan-u-contract-v1","latency_ms":27.554749999978867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_862","prompt_sha256":"16f7ee7959ea811fb5705d7beedde23322a8d6b9b4a7f0f8262ea9731010c1df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760222},"components":{"alpha":1.0,"bonus":1.0641970307760222,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760222,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7e6277b3ba84aa6979e5d22390710684ea74adf1741c0e29c57b25cd8c96f1e","formula_version":"titan-u-contract-v1","latency_ms":24.450166000008267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_526","prompt_sha256":"c9a4c1e0e392b40e14d065acf8179e2ae03efb2c19667a52507b4f643e45f08f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7507b3af5a4c68739c187057d298f4ca7d98e9865c0065be3739a49ca94814a","formula_version":"titan-u-contract-v1","latency_ms":24.154499999980317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2450","prompt_sha256":"5074434af961b1a1fd76359bd2b8c61f364389e71479e1389519b091759e9dfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155864},"components":{"alpha":1.0,"bonus":1.0642284507155864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1cc227ab71752a2598f53c81968adc74a1c6f129cea9ce2418492d59d5bc82a","formula_version":"titan-u-contract-v1","latency_ms":24.366000000014765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030895117382253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_738","prompt_sha256":"161f9dc1607eb65c1bb4e434189bc7f19aa12022e7fe709c2a8b30e5556b7fc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646842841894493},"components":{"alpha":1.0,"bonus":1.0646842841894493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646842841894493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4866,"eligible_count":122,"excluded_count":18,"feature_sha256":"df39d88092f8e1a13044e41f19151db51b5895719bd2d99bfe638d0a9a3eb6ac","formula_version":"titan-u-contract-v1","latency_ms":27.977375000006077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2421","prompt_sha256":"67858f09d9caf5255c1929f9a2432b93b5f59582ea27826d5a366af34ef627d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"da3ecc16eabe71ff0fd47c0bbbc8a773ac4ca52f057a97197ec681171aca3d60","formula_version":"titan-u-contract-v1","latency_ms":23.936042000002544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1703","prompt_sha256":"e491bd04981bc2b7890ac5af3b346fe724a3f8db5c90649a23919dfc595c581f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"c938ce34cac5ec9563666ccb52c3106abc1cbc3ee26bdc428fd599151017b258","formula_version":"titan-u-contract-v1","latency_ms":22.12483300002077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2066","prompt_sha256":"fa5037f342ab3b6aeb3fca46bce2cd3d6abbe051805765ddc3f7eb6379db0df4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404678},"components":{"alpha":1.0,"bonus":1.0638758775404678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"31e3b7a5561a8072666ebbacd5d8548308adebb7fcf44ea1a86cf3049af62fdd","formula_version":"titan-u-contract-v1","latency_ms":24.86095899999441,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1246","prompt_sha256":"7bc36e94b52aa12eca4a6b84ee98ebeb8b0e2df87b4fa7fa047254ca693fabb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bd8a53df43db4e8de5ae72e7580418e451c29451a7f0b9dcea1dc6aad702a73","formula_version":"titan-u-contract-v1","latency_ms":22.333250000002636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1091","prompt_sha256":"1cdde2853184faefbb4320b2c1fa9285fec65826354a96ac7bb69a75f8a00220","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456183},"components":{"alpha":1.0,"bonus":1.0639763309456183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"d524b930ac9d576777d22ad4d14abd3574341c4af3aa05e9ca05ce3b2ba9e730","formula_version":"titan-u-contract-v1","latency_ms":24.604084000003468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306429976122848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_770","prompt_sha256":"9b2531162223c8f29260520026bb03f752a7e2bbb04eb432fffb82165ed89222","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f221b835c72561f02f69f816d1996014b9495829345924c700049a36db03f6e","formula_version":"titan-u-contract-v1","latency_ms":24.52662499999292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_5","prompt_sha256":"84c5da28eb155bfc73373db54833122a2a58bf2491608c80364b20df82cd9ab2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d2f2da5478e2eab6bca268f97f7cd690f80f4d5738dc1184998017eafb51982","formula_version":"titan-u-contract-v1","latency_ms":24.454334000012068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_66","prompt_sha256":"dde0717b2db8626ee7f6d85898f332a3d4a284e35d76098782b0fc34ebb32648","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c76835c60f39df0ae17770cdedd89839c78306534844852ab08336a168571ad","formula_version":"titan-u-contract-v1","latency_ms":24.710375000012164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1412","prompt_sha256":"0535877a06f71e6a52b358268299d1d48fced2c7cfc8ef86669e58d345dbd2bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643172730969368},"components":{"alpha":1.0,"bonus":1.0643172730969368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643172730969368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d1ac25ffaaeb1f84ece539f96151b1b4e9e19724f5def81ed8f8a36c764a812","formula_version":"titan-u-contract-v1","latency_ms":29.00783299998011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309839397636034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1413","prompt_sha256":"0bdcb6047e2a606b05d76cc8579e39f15b45442075daf127fd01ef0647ab9c40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533474},"components":{"alpha":1.0,"bonus":1.0637288812533474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f8d0a856affaacd31fbc23e0e0bfe29ee35cada2b46682526a4287f5c49683e","formula_version":"titan-u-contract-v1","latency_ms":24.908457999998745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030395547920014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_287","prompt_sha256":"50d29205cfc381c186c43e90e2466ff029e8939c4e77518a20aab607012e3175","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533492},"components":{"alpha":1.0,"bonus":1.0637288812533492,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533492,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"113b9c8110a07886f535d0e76f42f436360322fbfee565a8c4563beeea0a9c13","formula_version":"titan-u-contract-v1","latency_ms":25.274040999988756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2959","prompt_sha256":"09a7c5da69d5fbac9b337c8217c1e002da9d710c01fd3168c8cdebd562ca8c53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642886268536371},"components":{"alpha":1.0,"bonus":1.0642886268536371,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642886268536371,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"55b381abc72d86c2f8be109d21398811629ca5c9a7756e02095bca2fa8121456","formula_version":"titan-u-contract-v1","latency_ms":25.070749999997588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1408","prompt_sha256":"9a890e53ad2c5ed767b0f88fdd6626152846591c663486818cf5d28e6c5bb893","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735503998},"components":{"alpha":1.0,"bonus":1.0641737735503998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735503998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"c63b7f97d4d3c3bd1d7daa1f864b84c85256bd03149faaf565ab7ee0d528e005","formula_version":"titan-u-contract-v1","latency_ms":27.73337499999684,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170663,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2137","prompt_sha256":"620aafa3b7fbad0d97e11e22165af78f2a187d75f59b6cdf0f5a25279ca67327","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4812,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6531390d1f15eeb46b4706fa1d4c54a3360168e58a338c1942686b300d42711","formula_version":"titan-u-contract-v1","latency_ms":26.620625000020937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1769","prompt_sha256":"6667cfe97076205067b9962fc4cbd4146094fdade2c7a1aac0ae4375f7694875","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"29ef063fee7d50960b87fce6b80511e1d3a8a18e15673b25121dccc759f322f0","formula_version":"titan-u-contract-v1","latency_ms":22.669249999978547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2208","prompt_sha256":"f7e50b107855d08893f56fc07722e6fe10ba9ba9ecd33bb89714b4c41d4c491d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"be753498002ef62138309192b3eaf7c58753eecaa7c541068a2f5aba6f26d53f","formula_version":"titan-u-contract-v1","latency_ms":23.293542000004663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2223","prompt_sha256":"006310412c1b9062d0730b292d160210a1775fc28695e3d20c0c43546c00a894","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"98248db8000a3fb65df6ce428c39160517eeb4d49ce4c141c1b3a5b030dcfa3a","formula_version":"titan-u-contract-v1","latency_ms":23.915708000004088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1533","prompt_sha256":"66cba7ea029d9110493222cff5548d60acf03f123608f5f09b9cabaee8768d8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643172730969368},"components":{"alpha":1.0,"bonus":1.0643172730969368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643172730969368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"1594addf192ed1bb316a7cd0ec328a174b2615507e9d675821d6930e85c998e0","formula_version":"titan-u-contract-v1","latency_ms":22.40041700000006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309839397636034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2742","prompt_sha256":"5bf33be4acbb66a0973f3c40108d9bb768d592409e1a56a100e835e65478f6a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f7999cce64d9df49629c7210e7154e54a1ed043681e60e946eb6f4fc94a7a59","formula_version":"titan-u-contract-v1","latency_ms":24.475417000019206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1851","prompt_sha256":"09b48019e80265f7ff69b1142ce5439a3d5a1cc92e9cc67b07d419a0f73fee6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc42efb2ad9ff595057e294eb846f73b6799725714c14e35c9221afe8147cbc9","formula_version":"titan-u-contract-v1","latency_ms":24.227917000018806,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2397","prompt_sha256":"f009cde07529e3f7ecbb594f6116c020e0ba4e315a68571c23d394c37f1c88f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"8699998128791a3d38de0d587945b8231ffbc26e5a35afe76ef03f230b2852cd","formula_version":"titan-u-contract-v1","latency_ms":25.932708999988563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2386","prompt_sha256":"de6a456a2372fb7c202326992361e5ed2a5c39d383f8420e3cdadfb7ed1dcfbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"829efda1856ef8ebc4658a0d16973fc4425a805f9c3278603c69c8d85a4f231b","formula_version":"titan-u-contract-v1","latency_ms":26.648584000014353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1589","prompt_sha256":"0e8267bc2938b9f400038a80b5a28f916198a8c1a165adc06f0e8c418b7f80bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd7b45812458d86a90a57ce69de39aed0efa30157ee3850214a980bbd26f70f0","formula_version":"titan-u-contract-v1","latency_ms":24.11637500000552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_857","prompt_sha256":"adf10a85413d20a850dcd6a9d3694ee2d0f99320bab54d4f4190836cb173f2fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5c1e6005fefa46acec0c060ed86b0f0a1d068ebe024bb2b2eb77dffcedf96bb","formula_version":"titan-u-contract-v1","latency_ms":23.591207999999142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_558","prompt_sha256":"6a628acd2dbd909ce8307b93555fc56e1a73c040e93d8020b3ed6b5b275a7214","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427312},"components":{"alpha":1.0,"bonus":1.0638533880427312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"33ca01ded951339e153f6b68061b954df062a632a160b6f2c9453bec931a3b09","formula_version":"titan-u-contract-v1","latency_ms":23.485458999999764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2206","prompt_sha256":"ccd380020b60b092b28f22add6e57b56db6ea1661b94569739640dea9cd558c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064288626853636},"components":{"alpha":1.0,"bonus":1.064288626853636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064288626853636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"974e1be196142d2bf17a4cff98d4a2101e829afb025dd2fd6a96d6f2cd6ddc28","formula_version":"titan-u-contract-v1","latency_ms":25.898291999993717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1632","prompt_sha256":"bd2430ebdeed0d57f132fcfa3fe57c63b24965b15ab60be9903c326c9f7fbb40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649836},"components":{"alpha":1.0,"bonus":1.0642363789649836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3cf24ccae334f45e6226153b9a00a93ff0006f324e59c974b3b2ebd52cd5a20","formula_version":"titan-u-contract-v1","latency_ms":22.81087499997625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309030456316501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_811","prompt_sha256":"ddaad51f49876d2656513d19b1261aab63d7f350b63fd2d8e9abd23d7cf4eea9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7b08d4c00f87edde03f53bba2869b21ec5f099b8a55bc09cf1ef4e9efb50cfc","formula_version":"titan-u-contract-v1","latency_ms":23.25550000000476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2052","prompt_sha256":"cd64972855219da8f6b90cfaa5b7f9557d1459c31130092a9bc04602f618fc61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064288626853637},"components":{"alpha":1.0,"bonus":1.064288626853637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064288626853637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"63e5dfcd627cafd0426823f2d914fd1b81d559f0764f34bd309c3b16179fed23","formula_version":"titan-u-contract-v1","latency_ms":24.638624999994363,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1072","prompt_sha256":"a6f566b8b48eba4de30ecf0114ecd6e61c37cbe72af8e0ca624bf1ddc7423676","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ecb8e7f9910cc8ece3430e972be48ec407654db326997dfb8aae4c230252b37","formula_version":"titan-u-contract-v1","latency_ms":22.07962500000349,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_662","prompt_sha256":"ee9150ff008b6925bd244384c78ee76ae3c86c580b9837f216a6f9a36aa4f0ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712027},"components":{"alpha":1.0,"bonus":1.0645413074712027,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712027,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c42df9035b4cf0ae54802b7a47f968482274fb5e020895001586ff3e4275227","formula_version":"titan-u-contract-v1","latency_ms":23.093250000016496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378692,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1421","prompt_sha256":"73e58dbec7c67bc3ddf5b746b1a0995ba5196a813a40aaa88fca81c3dbd83b1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"80b9d3a29688b2e084d36078d060bfcf2f8d632c56230a5d46af90b6d7f5c0c9","formula_version":"titan-u-contract-v1","latency_ms":22.471916000000647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_324","prompt_sha256":"079a249d9a822f127e1e1e73e1b8e972317ee5ff9d281ee4d96fd51f7ad6d75d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0604613692acaadbbeff34db9fc1222f4193ceda3107bd50ccfbb9dcab97dd4","formula_version":"titan-u-contract-v1","latency_ms":26.214167000006228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_360","prompt_sha256":"739afd1136dbe845d38aa90f0d512779b8ffd3ebc024ad5782480f2925245562","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648791598111016},"components":{"alpha":1.0,"bonus":1.0648791598111016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648791598111016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4910,"eligible_count":122,"excluded_count":18,"feature_sha256":"baa4feb32e415cd25a76fc3031b95b5a1d7fbbfd79d5b562ba3b16b261244c2a","formula_version":"titan-u-contract-v1","latency_ms":25.868958000017983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315458264777682,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_305","prompt_sha256":"a564b321b57570c682b91940e04fd6e5768110014f946e586daf010b239d715c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745383},"components":{"alpha":1.0,"bonus":1.0643421126745383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4789,"eligible_count":122,"excluded_count":18,"feature_sha256":"68a96ab15b02fbf94b5553675f83e44603a3c988f6f7807c2aa1ebe132785563","formula_version":"titan-u-contract-v1","latency_ms":27.52799999998956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310087793412048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1373","prompt_sha256":"d1c6f63a28b007e69f94ecae5f574ee6751a2be3a566bd609ee5c11bdeec7694","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4365c4a2d9f4063d5bf93c33174dde910bf87e74bdf0f717548042915f7272f","formula_version":"titan-u-contract-v1","latency_ms":22.970332999989296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1121","prompt_sha256":"b961a98389e34068b2d8a9a1347dc8efac1f98fd084b6d01d02b3a53fe348576","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494325},"components":{"alpha":1.0,"bonus":1.0636089837494325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc9f778f6e1d6a36ba82cfd53ca4e67aa90dacff221a2a9922e24e8ea7774c2b","formula_version":"titan-u-contract-v1","latency_ms":22.11270800000875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030275650416099,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2094","prompt_sha256":"19af96df15ddd2db48cbb93332c738d348ac384f4aa042fdd3faf84f1b6ecece","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"254011b4acd159889c2c71e90c6e04e77fa0cd5ebfb7239d44773ccaafe730b9","formula_version":"titan-u-contract-v1","latency_ms":23.877875000010818,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_228","prompt_sha256":"4bb791f0af3633442406a619d7a176482607a23cdd4667c9056a9891990e35a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653774602517645},"components":{"alpha":1.0,"bonus":1.0653774602517645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653774602517645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4999,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e7f456329f30c2eea0e84c1dd7adcb10cbcb4f15ce47c572594942ff89a3bf8","formula_version":"titan-u-contract-v1","latency_ms":25.98366699999133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032044126918431,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1714","prompt_sha256":"a738cb0f918c287d958ffa18431f4b90e5d24895e49cb588232f47c5d9c13bd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"67a04972e8f14909900ee8cbf4ab2686addf98d5e366a83ffc3b20ce89763019","formula_version":"titan-u-contract-v1","latency_ms":25.124458000021832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_870","prompt_sha256":"5be754fe516a4bb7868ba38bddd23593574050b4c5091af4537b2d816457209d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654117785215722},"components":{"alpha":1.0,"bonus":1.0654117785215722,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654117785215722,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5005,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b2e77f1747c2d57077eafda42fff3da3519f71f4d8c2dd6b6127d5fc3ef5fef","formula_version":"titan-u-contract-v1","latency_ms":27.008708000010984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320784451882388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1650","prompt_sha256":"02fd6c2db1d794250761d2c65b4935be2d6b81102005b9ee7c53292affaf59a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8bb5863b9ccdc87e48387cb62bbcaaed18c6302abb10a8931997f97cf8314b1","formula_version":"titan-u-contract-v1","latency_ms":27.39495899999156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1754","prompt_sha256":"c7cb599ee1a62507b8e213d4869d89a86ec991b8186caf67768d87148737696f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9d6ff0826655e7920c0e0f25422c6bf99f81b6c3d8122978f793ecb6a2b5fb3","formula_version":"titan-u-contract-v1","latency_ms":25.90312499998504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2482","prompt_sha256":"69f757dfb8d627c721f8f07bf404e92dc90dd6f71f4163992e4e79e052b0c73f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281294},"components":{"alpha":1.0,"bonus":1.0638250010281294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"986946eaff86630de24edba5d7734efa1099112b2f035ff9ca951464574657ad","formula_version":"titan-u-contract-v1","latency_ms":23.770999999982223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1483","prompt_sha256":"8888cba0e122a7ecb9a3c4c38274f5a200c453800cb6f8595c06d997bb45ef50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180656},"components":{"alpha":1.0,"bonus":1.0644571533180656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"97348f1a59b51d4eabbe2185e086e4f66eee9c29ca42a6b3ac1695952cac27f4","formula_version":"titan-u-contract-v1","latency_ms":25.070042000010062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311238199847321,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_128","prompt_sha256":"ff0932eae0859f8307e4e482ba0ff6a61eeff595e8bfbcebc556f278f68aae02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069645},"components":{"alpha":1.0,"bonus":1.0640112818069645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c0420d92c35053a2984ef1c3938e764ef1c34de666d51239862f919f08c8312","formula_version":"titan-u-contract-v1","latency_ms":22.961584000000812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030677948473631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2322","prompt_sha256":"d8491dd1bd497c7fe7ef8ebee0029dcb607f2edeb70fac0a6f5d44c68a4fa96c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"52599956aca5e0ccd63431b1315a96dc33b6ecc1d4408f871b7e780fb7112db8","formula_version":"titan-u-contract-v1","latency_ms":23.956375000011576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_518","prompt_sha256":"101b1c4ff819bf6d5971b91ea31d265c79a8a21a844c48d9c8ae9c78f8aad620","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651070368746982},"components":{"alpha":1.0,"bonus":1.0651070368746982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651070368746982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"6eb6aa71ac18c88b56fa1ad00c128b51dd2f0dc6ad31c8c2e16084dcde739d57","formula_version":"titan-u-contract-v1","latency_ms":23.251458000004277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317737035413648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1825","prompt_sha256":"0711d433fe2db2e2843b08324a1b7f0461dd6bf99466605b5cb6879829af18a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649297071872867},"components":{"alpha":1.0,"bonus":1.0649297071872867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649297071872867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4921,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf4270aa710f2af3433da57d3f2bf16b91e4379a0755c707944c8b483dc777d6","formula_version":"titan-u-contract-v1","latency_ms":22.287124999991192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315963738539533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_2157","prompt_sha256":"d7267c4922c500779a8f00d4c00b66cdbdbf14572ea3e4a71c7ada4831ea296d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651017006898917},"components":{"alpha":1.0,"bonus":1.0651017006898917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651017006898917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4949,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b7f7143c5f92f2524d5a531b210263529601c2bae9c777990fe67ce3067cbc9","formula_version":"titan-u-contract-v1","latency_ms":23.911416000004238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1274","prompt_sha256":"d3cbd803b75e9df3b009d1f5be3df6baea774e1b33a6ebf7a0a26a2a744fc10e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"31527038fa1d351fcf71ca31f62067194c4ca88346edf6b100d90e43ef2adeeb","formula_version":"titan-u-contract-v1","latency_ms":22.17662499998596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_840","prompt_sha256":"d687c15bfdd8efe01146bfeccfddea1d5789282a0f4353b515a4491eb3780993","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e929ad09a6c5f13cdce715773efbd83218c540a1cc61d8e1d72a39eed507d73","formula_version":"titan-u-contract-v1","latency_ms":23.222292000014022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1696","prompt_sha256":"bf765b5d80519f9d3f1b3443a45171f29602a3914f67d8a59e15cf5133e0e7f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"49e5e8380016ba4c0f88b643f84a714eb21df3ee716d5bf773e6ca3ff1cfef0b","formula_version":"titan-u-contract-v1","latency_ms":24.98004099999207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1395","prompt_sha256":"761312c6810b770ca5f2139260f61ccbcbce5780a0619a4b8323bc50336809b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a15997435ff9a2fa8b86e99491b63355deb46d2361df7415725cb351239c4cd","formula_version":"titan-u-contract-v1","latency_ms":25.12279200001899,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_645","prompt_sha256":"7c5e77aa876b02386d84801f0d7cc90a4b7f0f62691830a1287ad5f563e10b6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648691380869295},"components":{"alpha":1.0,"bonus":1.0648691380869295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648691380869295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4904,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8463f6d55e0a1033ca5d2885ef1906adfcde542dc92b0489460dd5460c9c74a","formula_version":"titan-u-contract-v1","latency_ms":79.22124999998914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031535804753596,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_1301","prompt_sha256":"131e2736107cea55cf7fc9930124559950633d05f084098ae4910a87e425f941","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"1632aaabbddecdcc2ace1e0529606167ae987c2804c114946867bf06330fc5fd","formula_version":"titan-u-contract-v1","latency_ms":170.95054200001414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_762","prompt_sha256":"32092fee51bb653c044251cc9753aaeabd022223c962cafe212544c54660dcd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064371425419717},"components":{"alpha":1.0,"bonus":1.064371425419717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064371425419717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7f0bedcda58c6652a3b1c7540629fa8bd6088b2957a5f078d94eb15a9b0620c","formula_version":"titan-u-contract-v1","latency_ms":32.93466700000636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MathQA_143","prompt_sha256":"b10849e2a5704e41bb857590b09a793e6e77f579159ffc71d2c0093325967749","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262038},"components":{"alpha":1.0,"bonus":1.0637850464262038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6f024f8609b2f12ee89ccb2f3de409dcae41cf4f6c77e782e73c38bd2ee3757","formula_version":"titan-u-contract-v1","latency_ms":27.425542000003134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2872","prompt_sha256":"6baa13e80a8b3bf5e884073c1bace14e31fe5acad0ccb29471a33a7e9d1c06fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"a049e0eec4ac40575ec09874d4551e28b03510a2a9fb83d5599c70e3100e27af","formula_version":"titan-u-contract-v1","latency_ms":30.367582999986098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2720","prompt_sha256":"604a7dd847f330ea284d73efe9426780d0a66a421350e0ed98b3562c2b364471","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"92b261a9bba3a90f7185d5331e25e90b98ef96723fd9caa1e608b7855cf88148","formula_version":"titan-u-contract-v1","latency_ms":28.855208999999604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2282","prompt_sha256":"e03f8202ee1fbfd283d647086fdf46f424d19c0c0ff0309a03eca8e1443af726","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"00ca29846ad0d9cf6b53bf678a037f68b1efc8f3753efa6075ed38fcccb49961","formula_version":"titan-u-contract-v1","latency_ms":22.51145900001461,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_1040","prompt_sha256":"7073bbd5f4738bd6276bf351816c6f7d4ed29e1685af2b782017cd71a89d7615","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"73d7c4386c805234348d76b86b8554b4a0a1fcbbb013483f79944da584c454ad","formula_version":"titan-u-contract-v1","latency_ms":24.52929199998266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_517","prompt_sha256":"1507b8616d22b101d9fabbafadf017e387d8d10c9835c348f80bb2a5a97e2568","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d5bf147208b54b0ec0fbcb2dbbfee2ba5bccafecc4d9a362d565af8e0b25a7c","formula_version":"titan-u-contract-v1","latency_ms":23.700834000010218,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3057","prompt_sha256":"8f2551443dc2a14a9f843ffbc945e3d0c92a6c1855d4cb13479a4654506e6c3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635812292674218},"components":{"alpha":1.0,"bonus":1.0635812292674218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635812292674218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ca1860f92dcfa51da187da73896f240bc7afc7a99661c397d0e8eeb3ded34d1","formula_version":"titan-u-contract-v1","latency_ms":23.19137500001034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302478959340884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3182","prompt_sha256":"1a2daca07f5f2ed4b96ccb5c1145488b4462307279a6d7d340b43f7e423d5fff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba4aee6181f7fccfad3d028d9997ec54b7246cf7a64cbdf51d9cdd3fa3cb7b43","formula_version":"titan-u-contract-v1","latency_ms":25.73108299998239,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3696","prompt_sha256":"723171e24bc5ff27c9af8bbc9db63c772fd7bd2aa372149fd7c233cb197d8cbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d46ce06b1a61b53f8b7ff1e298130fb72219b00ca0a17e6bb10edc696800f90","formula_version":"titan-u-contract-v1","latency_ms":25.862875000001395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_57","prompt_sha256":"44c9d4cfe876d01528fc739c550e43bd1a6470eb03043ed70faa308f79d27f8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7667e5388c06875a2d99302cf8f3faf8920891dc6b2ba0574df84e635c9fc19","formula_version":"titan-u-contract-v1","latency_ms":28.809166999991476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_159","prompt_sha256":"a664be0a9930b5b315ca6e56bd868616d475aa49e56067b1e9b07e666d348bea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093941},"components":{"alpha":1.0,"bonus":1.0637116951093941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"05675c557180a7f26571871153b709650045f679e8d3ad8152f6a2a04ba9f7e3","formula_version":"titan-u-contract-v1","latency_ms":24.027249999988953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_336","prompt_sha256":"d41520a205865bf840ea3a97d12419963ddf419024d41f793d6f6536d89dc0ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3f31358421214696260bc66e58bbc5af296e421eb5b30460911b7c4f7f4e27b","formula_version":"titan-u-contract-v1","latency_ms":31.050082999996675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2688","prompt_sha256":"a9e88e08fc0b35f06713654632d3eddf3f64da59ea9171818c20866ca1eeb433","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a1e180384c84338732869b17acc26dec747a63956558f98a07355be59fa2fac","formula_version":"titan-u-contract-v1","latency_ms":23.698957999982895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2493","prompt_sha256":"17189d9188fa82d7845e9e4dbce225ff20312b28f32faa905fe89be23576c0b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836955},"components":{"alpha":1.0,"bonus":1.0636323524836955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"761811744ad191ab27b965a32a13c80acbb69b1299bef25d23c84a68059cfd9f","formula_version":"titan-u-contract-v1","latency_ms":25.11170799999718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030299019150362,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3782","prompt_sha256":"487be28cccdf3a5438fbf5a49b837506533c39c34292e1e55f21a4a22c7db5bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"af73e4959c9353d025b38d78ea38d4b2ea85e41263e675f28b7fdaea82654f79","formula_version":"titan-u-contract-v1","latency_ms":23.167166000007455,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_951","prompt_sha256":"5cd95f888a2eaffe4231dc97926469e4c8035db086851b10a3e86af58cbbe186","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f8ea9cdc762651c28a3d90f93b82f678619c9d4f41eb5c53202ec72e85933d9","formula_version":"titan-u-contract-v1","latency_ms":21.58862500002101,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3898","prompt_sha256":"4fca1a827e6eaa8801ca7721b945e4401f62fc6780e477ca1414070ff5692197","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc334500de6d8d7a165dc4e845708ed97cd3e93c526ac0c7ec3cfcff74898d17","formula_version":"titan-u-contract-v1","latency_ms":25.49129199999811,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2080","prompt_sha256":"12d7dcc5becf59c550c325120b0061d600af843f2b861aa4bd3a7214d79b8485","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"1915adad83002ba195ed03f9b907c74477cd8d4878f3d812490155613b923be3","formula_version":"titan-u-contract-v1","latency_ms":28.205624999998236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3647","prompt_sha256":"f63630f5835cd117cd53b5798485b7bc99644661c208e90266854e5301b8817e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635912190545764},"components":{"alpha":1.0,"bonus":1.0635912190545764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635912190545764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"c133b0f516e672bb1bfac88b81ab651424d9ba7f8cac1058b448c8cdd11a1757","formula_version":"titan-u-contract-v1","latency_ms":22.425083999991102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030257885721243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2792","prompt_sha256":"f65e1bf62daa3763a743c576326fe4e473134caff5aa4deb9bd08635504d2c76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"09b725d8e428639430a02f2b4c67bb88386bd44a273c439fd978ec8422e5ae1b","formula_version":"titan-u-contract-v1","latency_ms":22.24687500000755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_4082","prompt_sha256":"467a3ec646e68ad80db6ee00d7fe8440400aafadd3b9c97609103a3f0ea57f06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330165},"components":{"alpha":1.0,"bonus":1.0636671567330165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"045e3c165fdf04d79af7e94f72265bfb2517d683ff0cb3f38051fc353a43edab","formula_version":"titan-u-contract-v1","latency_ms":20.83420799999658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030333823399683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_2902","prompt_sha256":"72f4a3c7868341d6161533a737ad0685dcf252fcc85f22b14f345e722a56859a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594007},"components":{"alpha":1.0,"bonus":1.0637700093594007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5fa6bdc6dbc81b73be00afd8ed2ab480509af81f3fa4b43e10c520813f0a8f1","formula_version":"titan-u-contract-v1","latency_ms":23.17595900001379,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Animals_3922","prompt_sha256":"7b4bfc8f2b11ff82c07cd70568eec50900e1ba51a3474708c311337c5b7b23c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8378b9b5c1178cc7c74e40f7e958de5422a690b72b793ebd3f733a5fb496b4e","formula_version":"titan-u-contract-v1","latency_ms":22.617375000010043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2011","prompt_sha256":"50e9e4ac1b44f8c7f97099bcffec2ba64d30e719d219787a59c47e7f01f7680f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187368},"components":{"alpha":1.0,"bonus":1.0636536237187368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"f706d32c6917a8312dd4d94410b9e2a451b4f24e4a10fc8c8749e9fe52076296","formula_version":"titan-u-contract-v1","latency_ms":22.905540999971663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1973","prompt_sha256":"5e86751eb7d23801d335477c0c4e85dbf2b863c72710e0a7539b77efe25150f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775793},"components":{"alpha":1.0,"bonus":1.0636167072775793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"e009448ea26f288b28d8f3ba64eafe22f61fad5d750b7019c6d2ac4b180c4214","formula_version":"titan-u-contract-v1","latency_ms":23.054750000000013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302833739442459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1062","prompt_sha256":"01c6a04f35149b2793de406f26f37fdcde65e8fc09f8e3a3ed5deb811e5584ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"e313aec296c24a3ac09ee4ac90f86d72116692790d6f0c16ffc1596476d7affa","formula_version":"titan-u-contract-v1","latency_ms":22.74612499999762,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_3617","prompt_sha256":"f5aa2449fe6c0c3cb3128c31319d9974c0ec3d16fb9ea19008bba5f9c7b89834","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559328},"components":{"alpha":1.0,"bonus":1.0640505744559328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"e13e54757ea9e2c9f06eaf178b64e21141260867a3f989bc4e842e702dac4ddb","formula_version":"titan-u-contract-v1","latency_ms":23.888332999973727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307172411225993,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_419","prompt_sha256":"639cdbfef5a1d2096ea36083bfa9ee0ba0e037dc8adfd2a5b0bed2966c259dc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756018},"components":{"alpha":1.0,"bonus":1.0638033329756018,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756018,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"7330b11ae11e703bc74162ec0dca896b01c6aa2512d6a964bd9f2ea1433696ee","formula_version":"titan-u-contract-v1","latency_ms":21.96125000000393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2281","prompt_sha256":"f2b04319db60b16dd5fc0b3729e462353d945c154052df519164f1b1b125c768","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"1dbcf62185610437412f25c0e237487458e9153d36b3aafaeac8706019c56b3b","formula_version":"titan-u-contract-v1","latency_ms":22.74412500000267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_3202","prompt_sha256":"4f1ac32f9f6f5e6c8646169800bd8da105e188f3cb67cedfdbe33d72d10c4c2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ec9fc7992d9d4dca94347eae29e58d259d7f82039e40ecb6a137143386e9f01","formula_version":"titan-u-contract-v1","latency_ms":22.577084000005243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_808","prompt_sha256":"202600318b60ac230a0e4606d4e8146d969378b5f8fc365c2725e1f91a25dbb7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"1809c0c469180ce35cdd84a919f85b80e88b526846dca401c238bb7d3feba6b5","formula_version":"titan-u-contract-v1","latency_ms":22.369291000018166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_778","prompt_sha256":"c6a0a4c668b914f4225e0c2f4e80dfd662e49d209a45ae630fe1b0ff5495ae83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.121367834527324},"components":{"alpha":1.0,"bonus":1.121367834527324,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.121367834527324,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccc3385cc9983711a1deef11183821779e4236c2303c23c5e14a404d43c4f805","formula_version":"titan-u-contract-v1","latency_ms":23.512958999987177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0880345011939905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1234","prompt_sha256":"0c8ddf50375e9aeb0ccac1ad93ae10826dd373c29c88f68af2ec06efb5fbb558","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2be1ae931f0c0dc91562a979e3d4d2e73f2adf74511ea3e72a1779b678c41e3","formula_version":"titan-u-contract-v1","latency_ms":22.332540999997263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_589","prompt_sha256":"b75e012f78e9b8fa01f782696f2c303253c76dc401ddae6bf46408950f161c41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635962579851435},"components":{"alpha":1.0,"bonus":1.0635962579851435,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635962579851435,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"96f085772a6350c1d3cdc1d737db3eef66dc0577faa6e623d1b1fec7b0fa1378","formula_version":"titan-u-contract-v1","latency_ms":21.06004199998779,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03026292465181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2030","prompt_sha256":"7034e962872f30646ac09450ec370b575d49ff3e1bd4c01cb89d1f58bae53763","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"f99778d8a3d07e072cca3c0eb03ef25903aa3882edefadf61d54f04404243427","formula_version":"titan-u-contract-v1","latency_ms":25.312249999984715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_3060","prompt_sha256":"baabe15d95f62a435df76e618840c89a2d06959d6c55f25f9cf550c8c6110de3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"7de52a7f7e0182f5f379ee75caba10ba0072c7f8022148cfd367eb53a703f1cc","formula_version":"titan-u-contract-v1","latency_ms":22.48504099998172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_506","prompt_sha256":"972d25b923d9131e2d1f60acd9ae04f6cb0526ff4b4c5bc108042c8e0da897e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"422b408fb6b86561941aa92eb3efa74d7b6a42e9f51d178f2f014e9addf4f1e5","formula_version":"titan-u-contract-v1","latency_ms":27.171707999997352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1006","prompt_sha256":"f7e446c8a107d8882f60973877deddda3d3326400a1963e5e0ed9085a36d52e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0b27907af820e2e90c93f30d52d16977363de3a98b762e3c4d6c45f4a65c829","formula_version":"titan-u-contract-v1","latency_ms":25.834250000002612,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_1362","prompt_sha256":"1e886dcdda470ece426a375e4299031ab296d09ada00516652993ce2746ae420","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9e754ba38bc730bb5085fe92fad6e39f3b5aa26f2b63ae36e8235e1660c4d4e","formula_version":"titan-u-contract-v1","latency_ms":25.254584000009572,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2764","prompt_sha256":"d0239387d0e963497bdc6e2da0353d16271c75a206d4cfa8433ce1d1a837896f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"965dff2caa3bca9c4b328f85fc5e6c10aeb42e787c8e2cb24f70be8c56c3ff1a","formula_version":"titan-u-contract-v1","latency_ms":24.917582999989918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2845","prompt_sha256":"009aa6c6f7584618e6aa2256809ed43139fc0dbf5b69da19886cd1b66a31e72c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"2536577741266b09fc1635b2fda55233787963658613c9ed1a90742fd087e2b8","formula_version":"titan-u-contract-v1","latency_ms":24.19820899999081,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_772","prompt_sha256":"48682d77c3e9f0d6ecbbadbcbd9bad19f01d69f11060dd0b3f8614d6e16f87bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7ff21afd3482fd563fd484b0f0c3478551b404836e6f03947fbe8c190a2cd0e","formula_version":"titan-u-contract-v1","latency_ms":24.549042000018062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_710","prompt_sha256":"c452d3ea8b849467126d1ed9ded0e8f695fd284345a11f320e25182fab2f6cc0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1c19008a75b3361fa699436d24529b0f72fc730dc81ac24bcd4d7b45d6d2383","formula_version":"titan-u-contract-v1","latency_ms":23.487374999973554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2853","prompt_sha256":"fbe84c8884b14f17ceae6e34eb085c447f336b37e5147a30c06285e5f7979b3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"705e5a654d0c8f9d0fcf857cd7dbec7aab549eb9befb7efe1b0036d21dd92831","formula_version":"titan-u-contract-v1","latency_ms":25.52087499998379,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_2194","prompt_sha256":"bb8209d74894a9de867467991f5adaf72eca8ef52b966713a5ddcd8fea7419ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069643},"components":{"alpha":1.0,"bonus":1.0638064064069643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"815a11daed7caa60cb452c00303378e9aecf9095b63fef0f764d2dc430bbe534","formula_version":"titan-u-contract-v1","latency_ms":25.207582999996703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science & Nature_656","prompt_sha256":"236cd0a650c8b8172af285be8088c9bf69aee52d768ebc7f2e049f7e12bb4c20","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"af0fe70dbb8c7ffa194f6495cc4f2ed95f50b2fd6f3f51eeed7c7c594ef85b71","formula_version":"titan-u-contract-v1","latency_ms":23.32370900001024,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_1438","prompt_sha256":"fa832069cd5da82a1fb5f042f2e06a99df62774313fc49c6f6f1063eb1a4a931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"638a08d3a64463ed3d580db01bd42cc7dce230194c53736afd027e5237f40571","formula_version":"titan-u-contract-v1","latency_ms":26.104500000002417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_1766","prompt_sha256":"19f8a24403c7b0cdb0809f05c50f3fbcfe8748d4029ee18a3dd61a68e4b74d86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"11d50bcb62bc7a10e9a331074b0935a252642b8e8f8e5f82aa230b2ba4ca8a17","formula_version":"titan-u-contract-v1","latency_ms":22.00420799999847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2054","prompt_sha256":"2ccad9abc498749bcde441decebd78af35b2b077795e51ec733934e8c59bf7c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffad1efff5e05f5c6f166cabfb357b3a1ceedf76c4efbbfa930a6c9fc224482f","formula_version":"titan-u-contract-v1","latency_ms":23.89995799998701,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2462","prompt_sha256":"c68842ebd76fad537bc00db9d2423ddd70853b14388519036e9d0566384844d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d23a07885ce9546c3dfbd9c4823715e44d97595980755b9e7a8a6d51e151fab","formula_version":"titan-u-contract-v1","latency_ms":23.301750000001675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_23","prompt_sha256":"84ee38db606f5523fd0d076c3621addc72bd113e81714b73694e03d1e9c473f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ead42466a20ea7bf15ea252ea5d8aa845728d60845835185a6314aa2b07d1cb","formula_version":"titan-u-contract-v1","latency_ms":23.307708000004368,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_1682","prompt_sha256":"c19a534ab4b8d9ad98feb1a33bd46417b268115f7188ab4c3fe3ec224231f1cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2f3954d71672717e0c810962756ecafaaa28288588ad68a9558c668740fbe53","formula_version":"titan-u-contract-v1","latency_ms":24.800499999997783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_359","prompt_sha256":"7668ca46442a155cfd9d7a1e84fa479abf41d0ef910d3d5795b3f3947b2f7738","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646560624210986},"components":{"alpha":1.0,"bonus":1.0646560624210986,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646560624210986,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4859,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ca6666a2c54d26efe8f0aa3e31e9da116ce8305b254db9e1f7af0f8343c5a75","formula_version":"titan-u-contract-v1","latency_ms":25.815459000000374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313227290877651,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3998","prompt_sha256":"b8bd1aea51ff5ce335afe2e353c2fa67f9ee0cba871c17aa3262addb993a62b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.121220348688206},"components":{"alpha":1.0,"bonus":1.121220348688206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.121220348688206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b2e1e4845fc480c23ab342f45d1ab34d296a7d9b5ce139dbe1cdde16da0c7be","formula_version":"titan-u-contract-v1","latency_ms":27.92191699998625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0878870153548725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2536","prompt_sha256":"9a6a7ebad2a95d1f767f02eebb55da394e1d6d4e6fb47febf60967fa2d3d9cb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635495735096223},"components":{"alpha":1.0,"bonus":1.0635495735096223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635495735096223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4544,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6392e814de76d120f82484d650f9379d2a4ed291829071d698e425fdcf75ef7","formula_version":"titan-u-contract-v1","latency_ms":29.66229199998338,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302162401762889,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3105","prompt_sha256":"2840f3f663c77848ad3939bc9de2980e2106c39114f2533194d47e81fc68c7f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f924031394ab232d72b0cec4fa0aab74bf179ffc0adb2d303a3e1ff938d4cd6","formula_version":"titan-u-contract-v1","latency_ms":32.207875000011654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3480","prompt_sha256":"e3a96349a0771ef62223fb3b20e26ba1fb9f03e85a1acc3010deb7b30d202e3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"13bbcaacf22bf0b58f448174a7d7914170c8df251632cd22a3b176234197e979","formula_version":"titan-u-contract-v1","latency_ms":33.89520799998991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2069","prompt_sha256":"f5e7a371d374dbedcc85a5ca98579be47a2385db8df00f8178e31c6c419d24f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584597},"components":{"alpha":1.0,"bonus":1.0641205325584597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f450657e38dcee3a921cf13ea82fab126105763e492e0ad144082f23fe6c35a","formula_version":"titan-u-contract-v1","latency_ms":28.009291999978814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307871992251263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2055","prompt_sha256":"1d813676fbc263081db297c66883882e9650f8746dc5aaf405a5b5cd4fa0f8d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"4982b08397015b67feb9c5ef52162acf0199a6d421f9e1452a03ddde18e92e04","formula_version":"titan-u-contract-v1","latency_ms":30.1738329999921,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_344","prompt_sha256":"7b21d9130eec30899965bfe98a9ee7fdbaaba593097b0c01161c073eac135220","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9b5e377d4ac5152b66c9fb79904d6b18ff9f976e71d1585231edf7d11192140","formula_version":"titan-u-contract-v1","latency_ms":25.793625000005704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_900","prompt_sha256":"72956e6b75df392ac412ed8a49e3b32b7b2f3c6d9aee7dd361a20ba744dee288","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"326d55be5302ea06780f6060450284822ea14c464180d355c73834b85c809f7d","formula_version":"titan-u-contract-v1","latency_ms":25.253375000005462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2129","prompt_sha256":"da57a03c927ff897eb7bcd1159d726cac7d8be359dcab98f499c7b7404579242","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"70ab1a58fb14d8ccaf6cc272418f0a8275b796c77209e7a24195581009a2058d","formula_version":"titan-u-contract-v1","latency_ms":24.240292000001773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3774","prompt_sha256":"7c4302861d1e91bbff8eb89106c91afd10383f886de7a989aee35d435a46ead0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad886359fa522c7b4512ff5e39ef3c34fdae165e3b51e996e47ea27c5f674035","formula_version":"titan-u-contract-v1","latency_ms":23.34379199999148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2492","prompt_sha256":"9960aaa0ff90030c248d7818958af37ffdecb2e5804fd1a283e312a91c1807b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"03c07b44a2be22844b5d704523b6f67c60159298d67a1e53d17529fb960b1b60","formula_version":"titan-u-contract-v1","latency_ms":26.260374999992564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3783","prompt_sha256":"c0cb6a5c6e6b295e50aae063a8fd434ec4e3fec9465568220f7605f651a9602d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"39c8b2cfe08a8b47f2cf71bb3eb2814015b5878fd8943b70aa840f62f9803053","formula_version":"titan-u-contract-v1","latency_ms":23.30558400001337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_633","prompt_sha256":"5e81db4e74844793aa8f20ed5f9bb0b746340c124e6de4eefaa198a4d5b1be43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"0200eecaf0f9865490083c10215793040458486182611587534be7048e9b6f76","formula_version":"titan-u-contract-v1","latency_ms":21.80220799999688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2959","prompt_sha256":"88bcdfbd8818885825647c9e67600d0dc421c6c4791113bad1b3095bfef7affb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad7ecc7ff92646cb1132d4a96f96f1d56f4cc55e0389fecb0546585dcbf85bbe","formula_version":"titan-u-contract-v1","latency_ms":26.321958000011136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3929","prompt_sha256":"b81808315cb32add5e288292ebe61379794525817d5b76457cc736292f19eaa4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"884ff8d5de9d14aaf606c661b6b842720a998bc4957f875f1aa04defc93cf3e2","formula_version":"titan-u-contract-v1","latency_ms":31.108791000008296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_331","prompt_sha256":"9bad50127fb75449dc20d06dd6d42d780503eb88991b81af3cfbcb893f7bdd59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767944},"components":{"alpha":1.0,"bonus":1.0637173944767944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"21f2a65c41f438b96daca0c14167f38351d6ff8a7eecebde42e3389496d8b3ae","formula_version":"titan-u-contract-v1","latency_ms":26.493499999986625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030384061143461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_434","prompt_sha256":"c24898f69495b9f18c030cbf2e3137805061a825b0dae23c4509d537f71e4226","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bfab26c044816ae70e9206cf05bbf03faf1c9fb8e079a730e74ba0e3c6fc0f0","formula_version":"titan-u-contract-v1","latency_ms":28.551749999991216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_2008","prompt_sha256":"139e06dc4069576edab22f1c89229afcadd4b955502197f96f04755a01793931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"a52889bb3f1ecc4438708f45b2f946b0629218a7d7effc217c14d390ca04967e","formula_version":"titan-u-contract-v1","latency_ms":35.1315419999878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_3999","prompt_sha256":"06a3b0417c6b159bae1a22ef1fd5dc252bff7633bd44b63652c6bd0947a1d3cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f3e6f44b46bd71d66ded34b0aa9c235da6d27aa669447afe3797572d323b733","formula_version":"titan-u-contract-v1","latency_ms":39.800624999998035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Science: Mathematics_742","prompt_sha256":"d2d44013b61301cd2ebcd19870c24ce165e19f49d0dfb76149f84143a40cdee2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"810902e33f3f393f77ec4a0e164f0bcb3142ce61d3315591e6dbdd8248e69f6a","formula_version":"titan-u-contract-v1","latency_ms":46.21212499998251,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1107","prompt_sha256":"a9a8354d0c212decc3053101268bcf2b87fc2f4619a649b7d4c1cdd2503d2cbd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"3511b7f8fa3005464738a9b79aa242c9a9cdb5fe282627fff1e07472a5264d71","formula_version":"titan-u-contract-v1","latency_ms":26.094709000005878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1168","prompt_sha256":"5c4e6c353c42a877804a826c5ab6ebc72529d6c9468607e4dce609388737fb08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"812ffd99979d1a854809e6042d4a7eac8e5596f4ea0b41198b10646b9d239979","formula_version":"titan-u-contract-v1","latency_ms":21.83387499999867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_90","prompt_sha256":"f5e793538bed3067c92cbb48c1a0de3b08b2fccd5e8c47c4405d75c118eb99a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063526067058302},"components":{"alpha":1.0,"bonus":1.063526067058302,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063526067058302,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4529,"eligible_count":122,"excluded_count":18,"feature_sha256":"a633c96e8e72fc1601ad368c0440ebe15ff5245ec194d4181729f15fa64b8a39","formula_version":"titan-u-contract-v1","latency_ms":25.121333999976514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301927337249686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_640","prompt_sha256":"17b69bd8b115797181f4ea9f23069ca30322a87e8911c3b20d3ca848dfc36b8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825917},"components":{"alpha":1.0,"bonus":1.0637640458825917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"857937d95e347688aebe2dd3f0b2fff9000316ee1b2b4dbf91588fe2965ff557","formula_version":"titan-u-contract-v1","latency_ms":68.07887500002607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_126","prompt_sha256":"c19cf625af1c65a0add8dae45406fa973d55e977109eb481080a6772d28bbc45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4589,"eligible_count":122,"excluded_count":18,"feature_sha256":"a39b55dae09b76a1602c2efb0980773bdf70550cde1f8a09333ac26b442bc338","formula_version":"titan-u-contract-v1","latency_ms":92.96004200001562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_283","prompt_sha256":"8b16feaba081f5148a94d7e7712d705db3f229bd8fb769e7dc191df79589bd34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063675364596736},"components":{"alpha":1.0,"bonus":1.063675364596736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063675364596736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9cd4cfd0a906d002735a529d7db6a4e567be9909960201e57e00900f1260713","formula_version":"titan-u-contract-v1","latency_ms":38.41079200000763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1858","prompt_sha256":"4dbad504c9d7c3d92be5882facc72229f49fbbbedc4f4af7deccfd3730d3afbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635591816220196},"components":{"alpha":1.0,"bonus":1.0635591816220196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635591816220196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4543,"eligible_count":122,"excluded_count":18,"feature_sha256":"991aa78f90d90818acae28a16e3dd24880ff2a97cc78384bb832c8639940a05e","formula_version":"titan-u-contract-v1","latency_ms":21.49554100000728,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302258482886861,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_474","prompt_sha256":"4e4c4bc3fa37ac7d549cd64caa5ed8c87ac808c97cfaf23f7c1e585882528408","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063593734850154},"components":{"alpha":1.0,"bonus":1.063593734850154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063593734850154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4560,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0b7f0c81b2500e57daf6d06dfba34482e9da5e5caff80b73008d13a0dfe853b","formula_version":"titan-u-contract-v1","latency_ms":20.908625000004122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302604015168206,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_918","prompt_sha256":"9fd95d03fadf8f19228113bda850c4de67e10d9d3e250019cfd683ab34b09f77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260585},"components":{"alpha":1.0,"bonus":1.0636038714260585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4561,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1ddc77ec154bcc0cf33ee62ac2431aa4e0c1b4066a641e65487345fbd279194","formula_version":"titan-u-contract-v1","latency_ms":23.330582999989247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030270538092725,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1133","prompt_sha256":"8d14bc1daa4eff1f71214a58af79952217dfae787cb22bd51b867b6ad9f1eb2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3b64c66b87ff18b77e99b064daba8fe75b31ecbc866b44a1f6d48b6de904b99","formula_version":"titan-u-contract-v1","latency_ms":22.641458000009607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1790","prompt_sha256":"630be6b671aa0da240927574cfada820838cfa4eea60553b73d55e2e7fbc2ebf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636563156454721},"components":{"alpha":1.0,"bonus":1.0636563156454721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636563156454721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"f32587b7d4e8f5bd547be555e8d83fa926bc056c3c3d1f6c65b3517c7fc6d5c1","formula_version":"titan-u-contract-v1","latency_ms":22.95774999998912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_888","prompt_sha256":"0e03a3fd5892b1549d66b5711a60d8c8c713c8797f0ebcafb4f247faad1b9948","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635912190545764},"components":{"alpha":1.0,"bonus":1.0635912190545764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635912190545764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4558,"eligible_count":122,"excluded_count":18,"feature_sha256":"e69c53861114491f62cdb69be465332f26df51fd4ff9be17250eedf440156c51","formula_version":"titan-u-contract-v1","latency_ms":22.472792000002073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030257885721243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_53","prompt_sha256":"d4a870ee462db9f8c40453dcde17541951e0fa0855137fe9afceae02ae0a8f09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587494},"components":{"alpha":1.0,"bonus":1.0636402741587494,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587494,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9d1370b993b98120ce1dfe47cc34fb52080f83f61ec4a3ddeeeafdaabd513a3","formula_version":"titan-u-contract-v1","latency_ms":22.123917000016036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030306940825416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_792","prompt_sha256":"7f054a0bc49705e08bba35f48ddf1b97b8657beba1327b52b72a6273e3a25064","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"381227752d3ca77e553c78b16da56a33ad1042334786e9fc6c416ae197fcb71f","formula_version":"titan-u-contract-v1","latency_ms":22.179665999999543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1063","prompt_sha256":"a5e06979dba7b394066766306c069e3e40bd1b88597f3e9ea97e344e09aa0d99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984625},"components":{"alpha":1.0,"bonus":1.0635887105984625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d75e44e5c3853d992d09ad73ffc48ce7596b60c791437c398b8abfa1931014d","formula_version":"titan-u-contract-v1","latency_ms":22.87954199999831,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030255377265129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_607","prompt_sha256":"e634b5e2e2769834f74eb19f0ace8f57c096ca82d851d0a0a2f27bcdc685d4c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"623be38f217dc773557a905d0242d2e341af1652d699ab2c5b28be07c307cde1","formula_version":"titan-u-contract-v1","latency_ms":22.68108300000904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1800","prompt_sha256":"de7f3da9a64435586098200adeb49aeec3c9cbc750d7ed18a333e02caafd838b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"48647a502976cd500b1f28889f8f1ff0c219b814a6d4f84eb144d00ba00e3e05","formula_version":"titan-u-contract-v1","latency_ms":22.48741700000778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_849","prompt_sha256":"b9298a5dc2528890d8387dfe8183980378bf32dd3ac27f724ce2913fd6961091","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"239ede1b54c0ad4451773600a53ef1def95f022f136248a6aa927d96fa1e6411","formula_version":"titan-u-contract-v1","latency_ms":23.14787500000648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_71","prompt_sha256":"06ed377bc1e656a10e1c2a9c3584e0910f2634bb6c08e435b8059e10058bd9ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635640297191795},"components":{"alpha":1.0,"bonus":1.0635640297191795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635640297191795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dd8f7d7532a5024f4bbdfd80abbf2554207a92e06bbca57e7f0266e5c59e53e","formula_version":"titan-u-contract-v1","latency_ms":22.55962500001374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030230696385846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_572","prompt_sha256":"53562bdfdfabf91dfcd3912ea3ddccc3e1ba8f767c748143e0d7273b499fd51d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427323},"components":{"alpha":1.0,"bonus":1.0638533880427323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"157eed29d8cd8319887dea2a688ef69d5bd22b959f973383d341c17ee199bd63","formula_version":"titan-u-contract-v1","latency_ms":22.684833999988996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030520054709399,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1026","prompt_sha256":"c2482475b4bdc130fadb426eaa1bac83a3c5d8b247c49e1388742874f8866725","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063664435454152},"components":{"alpha":1.0,"bonus":1.063664435454152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063664435454152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a10fd4a9804178fc02c95e7e21079d3e5b5da3caa3248490b45d9d18279e34c","formula_version":"titan-u-contract-v1","latency_ms":20.864082999992206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_550","prompt_sha256":"571837583173e581402343f03f96d4d47e141708d06912cd4232a11fb81c3063","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635519645273568},"components":{"alpha":1.0,"bonus":1.0635519645273568,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635519645273568,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"225994b06e571ae9849337d907084a598fa8c9ef41e668f4f463dccce6acc5d8","formula_version":"titan-u-contract-v1","latency_ms":19.940165999997816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302186311940233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1710","prompt_sha256":"ff42b50082c759e69777dfa5dabf8c75643241e11184c1f41406059d532bd4e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636013262731483},"components":{"alpha":1.0,"bonus":1.0636013262731483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636013262731483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4560,"eligible_count":122,"excluded_count":18,"feature_sha256":"8388aac0916cf5b8fcda7d6cfdc65457eb0364556a33d167e98a8e7160de17cf","formula_version":"titan-u-contract-v1","latency_ms":20.076625000001513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302679929398149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1149","prompt_sha256":"cd79aecc2007f2010e221cc7b790090633e1523bac0db8dfdcf7e0a6213d7272","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636455919677852},"components":{"alpha":1.0,"bonus":1.0636455919677852,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636455919677852,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"8298c64fd9190f5d6bbf139a10cb782cd8266b54d71eb9a50cd38f17d8d30ce4","formula_version":"titan-u-contract-v1","latency_ms":20.691249999998718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1164","prompt_sha256":"d8d6045ea148ad4fe1f452e47be3911267fc1e9b3c7e4ee63c3cb96d4d75edb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063648261879838},"components":{"alpha":1.0,"bonus":1.063648261879838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063648261879838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"929397d875261ee4530c83ac3edef8917600809ef31d17c7839027e63038a529","formula_version":"titan-u-contract-v1","latency_ms":21.31733300001315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_643","prompt_sha256":"8538215eb8755f9aca851747505181e3a2303a800094473852e8b1a561e037bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"df1452a2425467b5ae84cced600a39ceddabc9f556bf4d80d0a76c86358a1324","formula_version":"titan-u-contract-v1","latency_ms":21.181708999989723,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1232","prompt_sha256":"59e622064fdb5951b9f85db015f51d756032adb31b4591a39180e9a86c92c136","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"a98f2bf426ebf7795761833cd1af76ad5432ce8ba39d7ec830a6924e684e826b","formula_version":"titan-u-contract-v1","latency_ms":22.455708000023833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_804","prompt_sha256":"9e6af9d7a427d9237fd57c48f432b48ee6a0eafca0ada57907396cf837daac74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"e02466b8a400d0e15bf166f1c75cf71a5990c9ea17463026350d5c7c8efe0028","formula_version":"titan-u-contract-v1","latency_ms":21.465332999980546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_766","prompt_sha256":"6218bb43959c6d3e7795ef3821a4bf26321392ae7f1a2ecb456759c8feaded0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063675364596736},"components":{"alpha":1.0,"bonus":1.063675364596736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063675364596736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d0e8adb2a02b7129e9617bcb052310215dee0013a5a868029e996c0dd8c4d35","formula_version":"titan-u-contract-v1","latency_ms":20.56170899999188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_450","prompt_sha256":"28d0e13065488b7596df65110e05e453772bb016dfbf7b1e023a5487da31715c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7ae60733ff74f35d61df439909c862e017013608bc99cfdbecd7cbfa8022fed","formula_version":"titan-u-contract-v1","latency_ms":21.106541999984074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_819","prompt_sha256":"012e37a08c3a2ba1b297f274567ac1453fd63875ace368e899b3e2ffee838b4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635962579851443},"components":{"alpha":1.0,"bonus":1.0635962579851443,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635962579851443,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4558,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1424147da934eca93147c29ced7036d327003770cbd90cf0b5c6ec6f0b40033","formula_version":"titan-u-contract-v1","latency_ms":23.439999999993688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030262924651811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_292","prompt_sha256":"51aa335c1cce17e8b89dde2155dad9a7f3177589059cb5c1498ab3ba0af67dfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891732},"components":{"alpha":1.0,"bonus":1.0637317712891732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f070b56bcb5c7bf853cd9ebab2f6c6a159752971b8a3572bc0a9d8147791156","formula_version":"titan-u-contract-v1","latency_ms":28.15679099998647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558397,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1222","prompt_sha256":"4cf5a67951000e22339e09adfb32938f512c8246a017279a5355d48ab1ef4591","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"063d7eb2aeecb958674441a1129de2cc1c728b0fb8b13c7ed13d6e2d8169e9fe","formula_version":"titan-u-contract-v1","latency_ms":25.462624999988748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_796","prompt_sha256":"6440b4310fba89d7e6b1cdec3a970e963dd88bdbb1d0f9722aa3b8c6462e38f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"be51bbf13ab5f271eb8f193eadbc8af7e64f3cd4baeef918d4170828893d84bb","formula_version":"titan-u-contract-v1","latency_ms":25.38966599999526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_691","prompt_sha256":"9baca764449f8decb5e801102d2c2380815d11bc7436b1a40322b535436249ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e6a7cdb794a49bdd207ba2e837c948488ec204fb11164934a3705f1b0378247","formula_version":"titan-u-contract-v1","latency_ms":24.691750000016555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_634","prompt_sha256":"8598f6771a9963d15d6a39cf695a84d7bee3713a9a7719a5119b26590baac059","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"87ae9784e8bb661c27133ce4dcdfea4e25ac760fc733cbc6dc3b86be95d41bec","formula_version":"titan-u-contract-v1","latency_ms":26.233207999979413,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_967","prompt_sha256":"c96e07f14073eb4b509de413a9027797fb7380c4b2889e99656bb375d72c094b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a5c43fe0052a5f78d964e493984b6db6addd32c80dc982c03ae94ecf60c3b88","formula_version":"titan-u-contract-v1","latency_ms":31.945207999996228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_354","prompt_sha256":"90ae4ec2f4f6056a2c4d08c27f3f9c30414842d9f9039273c17ba9b0d5b772b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063728881253348},"components":{"alpha":1.0,"bonus":1.063728881253348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063728881253348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0f3eab2e0e923c2611296761990e717a6de83f420d3d2639e8ac3d464172fe7","formula_version":"titan-u-contract-v1","latency_ms":22.39954199998806,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1095","prompt_sha256":"e46d450210ad9d269a1b68f432d9a42f4e9f318a090989cc09fb946f18b6785a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"5baa53e69d459f9ed58397a4ac963b5a13d1104f6694a8b8b4521222afe2685c","formula_version":"titan-u-contract-v1","latency_ms":24.02291699999637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1338","prompt_sha256":"210af2860d895b8ea495e13e08398e7e65b96692c19e2ed831628ca7ee6b2392","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"d86d6d9d97fa8cc762981888547c6cb012337aa6c64fee8cd64e444313c94e93","formula_version":"titan-u-contract-v1","latency_ms":34.429125000002614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_72","prompt_sha256":"f847d9502793d1ba52f718c9170579afe73ed57a0cda0e518e445506d24db576","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179266},"components":{"alpha":1.0,"bonus":1.063776002179266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"91f328ccc1f66ce0c6b45fcef8b9cc29dd6f402a9ea12a9974e355e6fbbc2b54","formula_version":"titan-u-contract-v1","latency_ms":23.686042000008456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1138","prompt_sha256":"3f4756287ed1de0eb88215c359ef92a852e3af429f7ef72209dced3f3bc77d17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635812292674218},"components":{"alpha":1.0,"bonus":1.0635812292674218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635812292674218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4552,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb8d67580521ac9f0a04c965a4d6338ca07b23957b2053fc7d995f07c0384f5e","formula_version":"titan-u-contract-v1","latency_ms":22.572499999995443,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302478959340884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1145","prompt_sha256":"99cb4007abfb747fe8128790878e8153cf2e4a7c751ce2e87269d782998de4cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594924},"components":{"alpha":1.0,"bonus":1.0635987884594924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4559,"eligible_count":122,"excluded_count":18,"feature_sha256":"7311694050a6ef5f70b03f6324c2692dcb6b4fbdb7ed7da0c38bc25c945e3d0a","formula_version":"titan-u-contract-v1","latency_ms":21.848374999990483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030265455126159,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_364","prompt_sha256":"2fae8a14ee8b93e9ccfca133bcecb31667c7b97a0d20f522d56fd08926d53efe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088898},"components":{"alpha":1.0,"bonus":1.063697575088898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"d33d9d8b68288d5fc3f4b0409949c01a7b31a18e50daa162040b6a96c7151057","formula_version":"titan-u-contract-v1","latency_ms":23.662415999979203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555645,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_43","prompt_sha256":"0f2dab51a97a2ada4bf18abb4f16544c87b9316480844a83742c4b58d173e6d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"76ed5927274e96fe6514d80c6f322bc330e6b01dc74d5d48e53f1d8863a07e88","formula_version":"titan-u-contract-v1","latency_ms":22.49283399999058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_168","prompt_sha256":"61c83e5f23fd3e3149ac5caf1f6a0d44d04323f9dd1e09fd3dc1fb70bf78cd4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024959},"components":{"alpha":1.0,"bonus":1.0636297266024959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"deb8b76d15878797fa7f10eec9f764916f2d5377d2b4c9ceff0dbc040361063d","formula_version":"titan-u-contract-v1","latency_ms":26.138334000023633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_580","prompt_sha256":"6ce966d970e2e406b5372f40c529b565bef7aed84d4d9879935d50eee933d1da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569665},"components":{"alpha":1.0,"bonus":1.063749265569665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"e968c96c2c54a1d1d5dc5b4f9c908bd906765348289abdb045c9c8936ee37483","formula_version":"titan-u-contract-v1","latency_ms":24.662374999991243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_750","prompt_sha256":"8ab17b7411d09ae46353357ab2dc37187713fc372379bec3eae91007ed17ee62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1210547523705077},"components":{"alpha":1.0,"bonus":1.1210547523705077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1210547523705077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f626b518acaf1269bc849ac9d6d5daf56d966f74e03c71e6302e68116e5712a","formula_version":"titan-u-contract-v1","latency_ms":23.389333000011447,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0877214190371742,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_843","prompt_sha256":"33adc9102932c7de6d3caf6133c18528b28a740e178814bf4c78a124a9e4752d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"23c4d7a2d55b2f7b2cd059c7a6d280857f4924a4171ed8b96435866738df852f","formula_version":"titan-u-contract-v1","latency_ms":27.216584000001376,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_994","prompt_sha256":"f0344e041027155a4c7a8130e7f8ea90b53cda3ad239ad97ab3452610592f90d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940708},"components":{"alpha":1.0,"bonus":1.0636429293940708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"3be4779a3da0d98a03aefc8ba98afb90dd542c6ddb3ccefa1f09af9e94887bb6","formula_version":"titan-u-contract-v1","latency_ms":23.629499999998416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1085","prompt_sha256":"a82b947679688b93076a83082c7864bf07c94cdd3fc4ff00d5d1bc39e7566131","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"04d01ebbd051c1c44b07f28d326da01eb4522afb6a492f9e04f1721c7facb742","formula_version":"titan-u-contract-v1","latency_ms":23.069042000003037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1255","prompt_sha256":"2541efa9c9db7b206e07e17ec1c28098790b05c7f6b2e6201c1477e43381df27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"736230f37d33db17feb97c98116aacafd35b30fe57cbc61866d4c4f76fe26abe","formula_version":"titan-u-contract-v1","latency_ms":23.763833999993267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1312","prompt_sha256":"2b55fbcc7eed25ffcce6ed8ce709a41eade395306a20d2cc8b5b65a8466ba9a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"36926490ab403a517a571e03ca50bf43de8cde143eea898be2761c1d7995266e","formula_version":"titan-u-contract-v1","latency_ms":23.613874999995232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1519","prompt_sha256":"918bffd5920a72691cd7efeee52107a615928041d6f97aec38a1e5e66070fa86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541522},"components":{"alpha":1.0,"bonus":1.0636644354541522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"da7901a8dfd0d44b7b3a65e2e40a0430efe9f040438abcbc36bb7e9ba84e42b4","formula_version":"titan-u-contract-v1","latency_ms":21.417541999994683,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1615","prompt_sha256":"910bd1487a8dd6499b18890b178c2957f82aa1f67f998bbf4d570e553493300f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967365},"components":{"alpha":1.0,"bonus":1.0636753645967365,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967365,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"d080f96eb53988811f61b0cfafee169e3d05b4f7fddabc53e7ff77718334a24e","formula_version":"titan-u-contract-v1","latency_ms":22.053416000005654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030342031263403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1700","prompt_sha256":"8f6daed3e1738a70e989ecd201b7fd113cda98c108aa25c0bb427da3b01ac54b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635713569149934},"components":{"alpha":1.0,"bonus":1.0635713569149934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635713569149934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4548,"eligible_count":122,"excluded_count":18,"feature_sha256":"0795b460a7ef1f86d710caba7181aaa50addcfed72df3c37d453960675ec5e07","formula_version":"titan-u-contract-v1","latency_ms":22.088292000006504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03023802358166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1724","prompt_sha256":"9b7a63a6c46783155de114e5db9624df404979306249eb931b60c28e14374179","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e471b17596f8055eaab69e8a0fdb962e0ef96767df54a45778e319e050c70ba","formula_version":"titan-u-contract-v1","latency_ms":23.278832999977794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_739","prompt_sha256":"61621ea08d39fc9409bd961940a4a08925ef3e5575e06d719b57455b01aa2e94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999546},"components":{"alpha":1.0,"bonus":1.0636836384999546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"f01bc6c36f0574912dd17770fc7ec56b9eb8f431b5a42ad956da7de48024c5d8","formula_version":"titan-u-contract-v1","latency_ms":21.89937500000383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_613","prompt_sha256":"801884a299d6107a82f9031f609a8094336457c187aea0c556d913e67206dfad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3a5a7da2c48e62012ef10df323a12bf68ed4b535a1b28b8f4dc379b3e0b04fb","formula_version":"titan-u-contract-v1","latency_ms":22.898875000009866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_679","prompt_sha256":"16e1474ddf273cfed30e94ded57749fed069eb5b35ddecf904ef5cce08a12bb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc1174c22c4590140cba3e0e923e0108c1ac10d95efcee5315be413828b94714","formula_version":"titan-u-contract-v1","latency_ms":21.40945800002214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1892","prompt_sha256":"d07d45eb6c6d5b959633495bd6aa93fe57e5d166d4f03a4012302dd25f2e9e02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479856},"components":{"alpha":1.0,"bonus":1.0637610751479856,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479856,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"5fb7eb7c7da31560e2c6b002050d13168aa66ecedd46527b2e65c3bf164fa94c","formula_version":"titan-u-contract-v1","latency_ms":21.48783399999843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146521,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1112","prompt_sha256":"d172074e71684f05a7a5db8ed01879bfc6e324a06fe7991a88e5e3d20d4d6758","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594011},"components":{"alpha":1.0,"bonus":1.0637700093594011,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594011,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"44f8b9ef8904026e3b46210a9ca910441c36e7f449d2867201085ba0ffc24d82","formula_version":"titan-u-contract-v1","latency_ms":21.876416999987214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1826","prompt_sha256":"46f88fbbd9e61db1b2f4fe9ecb3137e7b8e600523684f54cfc770e26d43bd903","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"331c3b24e46eec9487f5e53f664b968a85344631bd150da7330fbbb601385fe4","formula_version":"titan-u-contract-v1","latency_ms":22.15225000000487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_139","prompt_sha256":"912a6ab6291f8295991a3143000e1ac920ddb550931110c1deaf259facd0adad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958204},"components":{"alpha":1.0,"bonus":1.0638438596958204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"78d357229adf30d390de504839bbfd0ef464a4a1a6e9e42825bc7a09d43e6f07","formula_version":"titan-u-contract-v1","latency_ms":22.454124999995884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030510526362487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1848","prompt_sha256":"d702ab1f7c4259608b92664639842dd983f293b3ad508b74bf4983128b2d58b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940706},"components":{"alpha":1.0,"bonus":1.0636429293940706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd3e6b7d097d70a4a8447e38d6c72290d1e856999337bad255aa85428a699e03","formula_version":"titan-u-contract-v1","latency_ms":21.941624999982423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_229","prompt_sha256":"1b2ab70daf8d0febd5d500e53622ffedb85fe7218b14d68d876bfc0a5b1f77be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443112},"components":{"alpha":1.0,"bonus":1.0638597769443112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef2aa1a52ffd1e17200c07aaddfa9d78631b0a3472390cc1822284ae8139dcdb","formula_version":"titan-u-contract-v1","latency_ms":22.222833999990144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_181","prompt_sha256":"ebecb5b40de6670202e95122f01ae0c6d5e118d0d160d5a170d4ef1dbb8dc030","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570332},"components":{"alpha":1.0,"bonus":1.0638343973570332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"edaa01eca6dad71564e91d3a81d731aa4221b481d3f86fb51c7436256c605fa7","formula_version":"titan-u-contract-v1","latency_ms":21.870083000010254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236998,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1680","prompt_sha256":"31f413c82988ec31c43d274bf28b9f215691f929cade9bd9d449fff9c3ee9102","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"abd583e7c65fe51006b176ace9ac4c0d2d1e154fd08b123fa4ae584f97a443f9","formula_version":"titan-u-contract-v1","latency_ms":22.379542000010133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1040","prompt_sha256":"f601d604ab08aaa4463a21286e4bc2aad2aa4b98902db23a371e7790ed2ccb1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d5af2ddc709b97ebb22a15ba0b95dce275045766b8d9be5d91a2119a51fd0bd","formula_version":"titan-u-contract-v1","latency_ms":22.909375000011778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_98","prompt_sha256":"a7480661af61077dce84faaba060dedce8a81aaf7a190e31b329e8667778d12f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"859c5f075cee2fa246582c103531145c9126ffd151d36523dbba1c15cae667a6","formula_version":"titan-u-contract-v1","latency_ms":27.86508400001253,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1217","prompt_sha256":"459edc0e0b17be4eebaa88ddbca5a9ea6ec597ce94585410c9ada2b11b8240d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"99a79500fca76f2861ca926596e95fb32a2555b95c675c29215eecfaf334131e","formula_version":"titan-u-contract-v1","latency_ms":25.69520900001976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_174","prompt_sha256":"0e0848f04519bd86e300e427e6671d8590dfa70219af4b23d6b5ddaad02c7159","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"b62726880523d4c5ec890bc1fa9cf42a0d3e1194b08fb75b9a6d04d95a55da85","formula_version":"titan-u-contract-v1","latency_ms":22.895583999996916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_37","prompt_sha256":"eac923103c402f012de763f07217e48dbd51543e946af885799ebaa05b6a21c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940706},"components":{"alpha":1.0,"bonus":1.0636429293940706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"c59f143f1293770db2e7ebcc39af3883cfa3d1847864f04b586d19d0a9b3202f","formula_version":"titan-u-contract-v1","latency_ms":23.533332999988943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1582","prompt_sha256":"9c2372c3d9bb6460f6e93d5e366b950f276f977d8a58e574f9e23eb806dc2c35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"16c589c74d3834787dc7acfddeded7d1ec09ce1f822f13a9acbb7b2874388096","formula_version":"titan-u-contract-v1","latency_ms":21.192417000008845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1184","prompt_sha256":"b620b00ca8805c5d4dffa19e49652e1c3472e1329e49a3d3b584c97be2664cd2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324554},"components":{"alpha":1.0,"bonus":1.0643090518324554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c3ee81497cd2b388d52c52521fd8a96838dcdc3a7dc8a49e92dab5f0f9f1784","formula_version":"titan-u-contract-v1","latency_ms":23.150458000003482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030975718499122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1240","prompt_sha256":"d81d65402ede3d403929f58bbb2e42c699439100bf2733d52780d3699d39547f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328994},"components":{"alpha":1.0,"bonus":1.0642126821328994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4754,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ef0473d25954b8e3216610561eb9f2a5b09b68bedbf1fe0f935570bae29315a","formula_version":"titan-u-contract-v1","latency_ms":22.767250000015338,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030879348799566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1412","prompt_sha256":"2213a84b06613ac866603e382a487ec256ef9c6898afb2b51a9768ab976ff12f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"abde73ac76ca35d01b09ca50339db6da44ad38fc2ce80292f2f4d54d6bfd328a","formula_version":"titan-u-contract-v1","latency_ms":24.90504200000032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_1297","prompt_sha256":"7d060e32f84c72185b9553e8d3a1604373c23b0134d65a380c0685cd74e6dd66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024959},"components":{"alpha":1.0,"bonus":1.0636297266024959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"3effd0ea556ae43514eba97a5ebb29550da5881988b43c6b85b2156b06463374","formula_version":"titan-u-contract-v1","latency_ms":23.22341699999697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Science_185","prompt_sha256":"568e9ee5d54642ef1357309782425af40587fb3ddfc9a150dc3d0d464e1e47ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3f507940db3cd9d00b94f53abfd96a81f2dc87fc2345ff057e982b5345bab3e","formula_version":"titan-u-contract-v1","latency_ms":26.15758300001403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_9983","prompt_sha256":"b2d03f1cf9ad66f0f7bf125749cebd1a550fb6d579c5df5e4b8be2c13f07c2ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ab3b1db500af449ee3ede369e5c14402c376c85b12bb0bcfdeb4cf722c4a8f1","formula_version":"titan-u-contract-v1","latency_ms":26.570292000002382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10321","prompt_sha256":"4b37bdf7d144d6b1a4ab7efb24d2a5bd632fb04f66207107d438468b020bcdf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857161},"components":{"alpha":1.0,"bonus":1.0637032010857161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"91f880a074b3e1679864ab775e6442800de4a44e9f179e1771ef0be9af884e90","formula_version":"titan-u-contract-v1","latency_ms":25.264082999996162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303698677523827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_9982","prompt_sha256":"38d64b360bdb0f4c42adc7df27d7ef3bc32ed3030b1af79708b74826eb1559a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065599248222567},"components":{"alpha":1.0,"bonus":1.065599248222567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065599248222567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5042,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4c6cef5dfab74c6f8cc51eeb48f145d47740ddb52c02f75317fba9ca1896bab","formula_version":"titan-u-contract-v1","latency_ms":24.191291999983378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322659148892335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10875","prompt_sha256":"acbc8a0664b211c392d29415d241500896c9195f0c62f6cb0960383ef5274120","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539412},"components":{"alpha":1.0,"bonus":1.0641931362539412,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539412,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"25efba6c464f93b334cce42e47a3a5ec1f3e6af0e80b08b4c0fb67785a97a138","formula_version":"titan-u-contract-v1","latency_ms":23.818833999996514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308598029206077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10353","prompt_sha256":"2955b9673efe42b5db06d12c3256bd7e3480d9db42f8fcae574812c7caf8a24a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650017018765745},"components":{"alpha":1.0,"bonus":1.0650017018765745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650017018765745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4935,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6d5d876c87889f1d3b2aae3d67c8a6ad730bab4f1894b43e9824b9288806dc2","formula_version":"titan-u-contract-v1","latency_ms":25.635834000013347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031668368543241,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10582","prompt_sha256":"1f7528c10ec00ccbb8a0c3651debc7f99170ff1c606989c2eb0ae7a11cd40f58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"7caa700f14fab8c37204f2fab0f6654869f5421b2b7adde37b96a593c6309278","formula_version":"titan-u-contract-v1","latency_ms":23.34199999998532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10532","prompt_sha256":"23a974de98288beeca2b3b7be870f7fbcb8e64d746b8ff01d658b947b31148c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651177311687192},"components":{"alpha":1.0,"bonus":1.0651177311687192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651177311687192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4957,"eligible_count":122,"excluded_count":18,"feature_sha256":"09533a98210b129d49fb3a1b954466c2145f563e7b6bfabefb145191cbb4f6c1","formula_version":"titan-u-contract-v1","latency_ms":26.65329199999178,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317843978353858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10264","prompt_sha256":"07a623da72560cebbdab4ee723a6cd24a5e5a2235978a412823065531b1b2207","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982788},"components":{"alpha":1.0,"bonus":1.0644053650982788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b2fb8bfcff45737f342fec68c254e24e4fe2d338939b2626562171d74646a35","formula_version":"titan-u-contract-v1","latency_ms":25.412458000005245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10740","prompt_sha256":"f7142acc4de3902aceed99e07fae30064b4626fb526f7ecb3753b22fde675937","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643379544345863},"components":{"alpha":1.0,"bonus":1.0643379544345863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643379544345863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5f5e650c0eb3ee5d2ead0edcbb282c76a685adbf8d81edfba7dd1a056f02055","formula_version":"titan-u-contract-v1","latency_ms":25.7389999999873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031004621101253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10887","prompt_sha256":"439563f91200a8e358b2dff7b8a06dd87af6c1fbfe622ed35e0bb7a2a8e31b79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889838},"components":{"alpha":1.0,"bonus":1.0640981546889838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2cc56be360d7e3606bd7adcf81663de6e1ad5fcf6f45710f7358fcf70063078","formula_version":"titan-u-contract-v1","latency_ms":24.926499999992302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10539","prompt_sha256":"103d6aa06ea0308e027945b8f2dddafb9d8f584fa2b3274cda26b5000d91a520","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"c658b0da54ec7df58161c9751d2bfd4373f194d3754589ff6d118738273176c4","formula_version":"titan-u-contract-v1","latency_ms":22.730249999995067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10057","prompt_sha256":"dda35097499290933cf65eb6192e8b4f3a62a5a9f1dec0664d20f8ea095d8ebc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063948898120817},"components":{"alpha":1.0,"bonus":1.063948898120817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063948898120817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"145fa4168bcf3053b2b32533054dbef741d6022e07176dc3379c9717535c0f27","formula_version":"titan-u-contract-v1","latency_ms":22.742958999998564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10661","prompt_sha256":"793006d90f9d4e6d506f46222f823acfda5a5f6029c4ebdd5d08bc81d10243f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1a1df3c629cb7ce757e09bbf9b2759d1711b3ae00155ec9321da4371775a297","formula_version":"titan-u-contract-v1","latency_ms":22.82495800000106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10447","prompt_sha256":"36581282238715156ad6887a6544c9488404e320e454b2cab9b02ad7709c835b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7f397150bc03eeee244fc8148d2dff584dd29273864836f31c3c52905a2e455","formula_version":"titan-u-contract-v1","latency_ms":26.811959000013985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10197","prompt_sha256":"af0a058c369677d086db9a779a8cb0f6b498435b851c4df7c622d4ba69bfc528","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712036},"components":{"alpha":1.0,"bonus":1.0645413074712036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4840,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0350a320c8a26b7cecdaca2d9081a4184239ffb6c43dbc49f4cc362801a9821","formula_version":"titan-u-contract-v1","latency_ms":22.65979199998469,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378701,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10054","prompt_sha256":"1ea4713ce875ad5c112396dacfd8b2ebb7be2b0884b94aba1ac0ac1a9bb3dece","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"ace74cc47d376bc9202df6d559431f596e08ccbb8a62ea7253b3e85c47660f99","formula_version":"titan-u-contract-v1","latency_ms":22.51541699999393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_9984","prompt_sha256":"29d8151959e7680c24fa247bc3b3d0f6211edfc465cc7650ec684518039d8c1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064280508136835},"components":{"alpha":1.0,"bonus":1.064280508136835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064280508136835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0204c939c2d9bd8190f37bf33b285dfda16bff8c5df909f1fbe1ac75bd8b60f","formula_version":"titan-u-contract-v1","latency_ms":22.947165999994468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10354","prompt_sha256":"6dd3208b6997c425b5c8197bd9d26474f1792772b7717a1180e295d74289854f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188747},"components":{"alpha":1.0,"bonus":1.0642443365188747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ff112634bfa7e3318ab1f3aadfbbccc6405562e429b4bda2e7d85b23933a350","formula_version":"titan-u-contract-v1","latency_ms":24.218582999992577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10275","prompt_sha256":"bf66abc9dc06b7abe4df98c2ad5ef7bcf27db33dce23f501634c1cf8ca45f2b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"91b3562bd67625d94c540476e7cd8ff6ee867206a0f26162e31a3d204a780534","formula_version":"titan-u-contract-v1","latency_ms":24.28229200000942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10198","prompt_sha256":"dd47a770652723b401ed5bf668dc4c4b72a9c32f2a000b3b658942039531edf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"83bdd9c2df9f1c5920693bf1ad75761fbe91bdd55cc1dbe28010369104f44d44","formula_version":"titan-u-contract-v1","latency_ms":25.217124999983298,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10272","prompt_sha256":"a9b444ca49ed8f6b6b1478b025dc8348ed3e777d02be9448e885207996dab012","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"a41f4f6cf6a9240f394cfc8e28fb93df29e85db20687de4ba738b7d885fc34fd","formula_version":"titan-u-contract-v1","latency_ms":26.190624999998136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10659","prompt_sha256":"4e7ba590850f003a3e18fc153983a16424bef97d68faf04b4f3f8cf33e387e8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664665},"components":{"alpha":1.0,"bonus":1.0643008598664665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6008e76a8cfd34d8877ad775b597b20d2b2905feacfab8c948c63fa31a779ca","formula_version":"titan-u-contract-v1","latency_ms":24.825082999996084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10861","prompt_sha256":"80e6b3a121e582d8ec391d64578ebdc94e61776b02cd76a07443c8effc32591b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130046},"components":{"alpha":1.0,"bonus":1.0648992910130046,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130046,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4915,"eligible_count":122,"excluded_count":18,"feature_sha256":"7108470c25c69eaf750b22884401688d296398396e43f7c6bcf137199c56f2b5","formula_version":"titan-u-contract-v1","latency_ms":23.61008299999412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796712,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10174","prompt_sha256":"ec1b7e590befa120d862a96ec8e2106a4055049b18f025e5e1376053e109e755","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640361835952747},"components":{"alpha":1.0,"bonus":1.0640361835952747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640361835952747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"774759d754f579a0b56a8e6449425ef84aaa0d1d4389cad2579e3d18c0223f66","formula_version":"titan-u-contract-v1","latency_ms":23.468333000010944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10819","prompt_sha256":"d6f760c52ddc979d7c8009e142d1e2431142668a3a7ec865d7097fc3e71f3439","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647511593090662},"components":{"alpha":1.0,"bonus":1.0647511593090662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647511593090662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4885,"eligible_count":122,"excluded_count":18,"feature_sha256":"f92c780935e0698b7ce95d8dc13c376df01fdf4e647f10a9e18d1f7b76dcfb19","formula_version":"titan-u-contract-v1","latency_ms":23.462457999983144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10822","prompt_sha256":"0a8b0f664c8a83c5ec7e54244d24e35f0e40c940820b4eb5011e42004d02a6a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064945013985464},"components":{"alpha":1.0,"bonus":1.064945013985464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064945013985464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4924,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e9aa045cec93c65f2dcf67cd662bd29b0fc454322401fb6ee54eb0d43a8a3c1","formula_version":"titan-u-contract-v1","latency_ms":23.08258299999011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316116806521305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10549","prompt_sha256":"df1cbd609abe74d395e345d6bbb51e548922a8511adeacdb4f70fc9d7dbac306","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642483262848008},"components":{"alpha":1.0,"bonus":1.0642483262848008,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642483262848008,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4771,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9133187490bc1685581c561b294586dab97857beecd6237040b046974015300","formula_version":"titan-u-contract-v1","latency_ms":24.446457999999893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10506","prompt_sha256":"6879f443a156c968b9c06042923ae78b194f2f703b163734dfd18197394370b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064169922991623},"components":{"alpha":1.0,"bonus":1.064169922991623,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064169922991623,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd57568dd435cac676c2b91db79a335c750904340a4edeb9c94513d32f1b1a03","formula_version":"titan-u-contract-v1","latency_ms":24.032374999990225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582896,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10268","prompt_sha256":"838a233def0b1eba4ca9ed3042a3c66d576365e4fb124d99b428a00b79f943b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf08035ed2281d8f4c101bd8445ad88f90628554cd26447582bd6a641f788723","formula_version":"titan-u-contract-v1","latency_ms":23.84129200001439,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10816","prompt_sha256":"614e862a766008c12a5502716b4505469fc4b8afbab52f35029ce6b8c6e74529","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644053650982788},"components":{"alpha":1.0,"bonus":1.0644053650982788,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644053650982788,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4809,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3ccfca696a1223911ea5e3d47b4ac81ae576de0cd7d6368ebbe752ddfc1bd65","formula_version":"titan-u-contract-v1","latency_ms":24.164374999998017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310720317649453,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10871","prompt_sha256":"fa34d8b86221e146bc01e6cbdbe86cf6fa68264f7d9437710e1ca904bf4d96e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654579451167934},"components":{"alpha":1.0,"bonus":1.0654579451167934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654579451167934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"802c95aa21a51fef304ad9533fc663ed0839e5b6d918b18b592d37b8784de0e0","formula_version":"titan-u-contract-v1","latency_ms":23.413290999997116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03212461178346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10344","prompt_sha256":"8de73a693a8cdb2d9eeb4bda0975a6d59fc5502d02d5559d8afecf829ac4fff1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643462782384312},"components":{"alpha":1.0,"bonus":1.0643462782384312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643462782384312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"667cd3c90fd6d14b4aee4a315eacd7a21b78ea8bb46eaf01b9ece0eee57018ed","formula_version":"titan-u-contract-v1","latency_ms":22.726707999993323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310129449050978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10270","prompt_sha256":"9b2cf1b74c210286b9fb2cc209e2286138d2c5416e90e15fffd0a121dca56a76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641545940322767},"components":{"alpha":1.0,"bonus":1.0641545940322767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641545940322767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab29433d00ffbf4389776bdf113a233ebaed66dd55066f7e36daa09b1c3d4a22","formula_version":"titan-u-contract-v1","latency_ms":22.09066700001472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_9985","prompt_sha256":"75bc749272b4340a255d12a2d5978788ee4f70ceb430421929b7081c47b651c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064185369190913},"components":{"alpha":1.0,"bonus":1.064185369190913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064185369190913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4755,"eligible_count":122,"excluded_count":18,"feature_sha256":"a98999952b49e23d69b0cc4e6aac828bf91065fd0a54a5cefbf4e18cd09f21ad","formula_version":"titan-u-contract-v1","latency_ms":24.985082999990027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308520358575797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10743","prompt_sha256":"51d7e6f19c92468dbf90b9b2a6212e24e7c565339995fbebbad4cf3703e721bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"39e340b0c9177c3565d1c09e29361c2950650a1fb49ecb678a2b22766f67d0f2","formula_version":"titan-u-contract-v1","latency_ms":23.0075420000162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10586","prompt_sha256":"98d066e99647a81ab4442435f4daf81eaa41abfbd68a216dda5e6ab132ecc33f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a16552b5b0fd6421a03eab9f0718135562dc0e8eb02c4837f990ab3016335a7","formula_version":"titan-u-contract-v1","latency_ms":23.076374999988047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10744","prompt_sha256":"5c0573419726db9b58bc7d46502f767c2ee7c468bdc4d9b24dd8810e55e54745","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"b21351543ff3e3e84859cb9a218546cea6d8ef673217214b410735ee96473832","formula_version":"titan-u-contract-v1","latency_ms":22.873417000027985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10433","prompt_sha256":"89692c7939809b28b1b0780923df94405226004ef5c0b503635e61e2363085d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064150780111775},"components":{"alpha":1.0,"bonus":1.064150780111775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064150780111775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"15173aaa285ee1ee1c95c585e2779b505c6d298bf53e79ba1fa247e7ce876242","formula_version":"titan-u-contract-v1","latency_ms":22.714000000007672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10352","prompt_sha256":"07dfbda7d83ae891f8af1e1f6f3a97d6f04a42e629e9a0119ea096e69cc76e5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a8ae6f0a763a167dcee780fe41457522bcb3ca665f1e735300322c7ebda39d4","formula_version":"titan-u-contract-v1","latency_ms":22.809708000011142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10833","prompt_sha256":"74baacf8d5c8a29cbd9c0a52f3105c438ec5ed76074d0a2bae01a0260c2b09f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"c812708f815d0557aafe40d4f64967beb8c6fdf368203572e5a979d12fde81ae","formula_version":"titan-u-contract-v1","latency_ms":23.820833999991464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10129","prompt_sha256":"b439a272c7e24c099d090aed9f24695fe0d8aa96da7723d67e6a525106b6f172","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ba0e1df0113b85706d09e3ecbdd2b49b2b4af5de0b4c63481797ad915dbd8d9","formula_version":"titan-u-contract-v1","latency_ms":25.42850000000385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10274","prompt_sha256":"867d0f227717f6889c5a11655c4addfe62fcf7315be1150a17ff5524ef49393c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009356},"components":{"alpha":1.0,"bonus":1.0642683850009356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4776,"eligible_count":122,"excluded_count":18,"feature_sha256":"84033e9522fdb67393c5957c30e4837a5ae8979f74b127ca7d94a827844e39b2","formula_version":"titan-u-contract-v1","latency_ms":25.476209000004246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10126","prompt_sha256":"5d5385a37ae93edb70d64e91e0cce8e38a1ea1ff26f72bed4f77b159928f34c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d0c2e3570a46cff7bfaca86d3df05464a1f607f0bb3b3a1db545745d33364ba","formula_version":"titan-u-contract-v1","latency_ms":24.273915999998508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10507","prompt_sha256":"25607a8ec838e40bb65d967a665a1e440cb55169595f01c68042ca17ca944425","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"943ebd39ee422300ac1153c08427734ef3d5e65ad91fa692f933942dcc90a9fa","formula_version":"titan-u-contract-v1","latency_ms":24.342791000009356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10815","prompt_sha256":"c7b6b5ba7848a4c42cb9a770d514f9616f18871bedf349f8737048243adb6898","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706182},"components":{"alpha":1.0,"bonus":1.0642967748706182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f78f4df0d76cd5b675abe114385d69326f0ff30ffc49f50d14556a2e8494240","formula_version":"titan-u-contract-v1","latency_ms":25.303750000006175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309634415372848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10436","prompt_sha256":"ffcd6f212d1b50747fb2dcb2d1b5b5f9da15af1e8c8b1d77a6ea7eff2b6e808d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"790ce6b6b6984a91b1688efd0b925b9a76bd705fec649a8bb70cd88275951cbe","formula_version":"titan-u-contract-v1","latency_ms":23.969999999991387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10885","prompt_sha256":"60f11f58cf636dde54f6163fa493808d9e76aad2bfb2a5fc9af0225b0419cb56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661798372284585},"components":{"alpha":1.0,"bonus":1.0661798372284585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661798372284585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5134,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d6985406f70f8c9dd429ab0db65d5b55438f83af37a4dbe3648d08eab9ed461","formula_version":"titan-u-contract-v1","latency_ms":24.961249999989832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328465038951251,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10430","prompt_sha256":"8abcc14213c5f52ff7cc23cac7a66b731d3acae320abad9c2fe107f9f3ebd3e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644182133036337},"components":{"alpha":1.0,"bonus":1.0644182133036337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644182133036337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4812,"eligible_count":122,"excluded_count":18,"feature_sha256":"17b2a649106ecb526477b05ffb8fedbcf4990f657122a9c5a870a1275bd427c8","formula_version":"titan-u-contract-v1","latency_ms":24.88808399999698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310848799703003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10585","prompt_sha256":"dc98bcffebe9017b8c586e3e8b6af5eb5659f6efde5ebc4d452121e0abe3a04b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652705202200987},"components":{"alpha":1.0,"bonus":1.0652705202200987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652705202200987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4985,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e4182e140c55e81dc18266821664ae0872e991c32bd44aafa4a10394df4529c","formula_version":"titan-u-contract-v1","latency_ms":23.445874999993066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319371868867653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10742","prompt_sha256":"92728013b4b12dfd28b6e4ef3bd418e52d316daa12a24ea82b8fa06f1dd07122","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659580821085322},"components":{"alpha":1.0,"bonus":1.0659580821085322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659580821085322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5101,"eligible_count":122,"excluded_count":18,"feature_sha256":"41c445df7d2ec40db879a28f20b1b20f3038db1e655378a4ff46f32f68656bb1","formula_version":"titan-u-contract-v1","latency_ms":22.66591700001186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326247487751987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10186","prompt_sha256":"7a3cc0cdbaabb6c5d00259dc0f2abf597a70720195a1a3d96d90396d9ff514c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065611213253924},"components":{"alpha":1.0,"bonus":1.065611213253924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065611213253924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5050,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b937d8dc7abad246267a89b8d3a29054df20497e80464b106ed267a3c9a8e81","formula_version":"titan-u-contract-v1","latency_ms":22.236292000002322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322778799205905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10536","prompt_sha256":"ce95d130c81d64ba694ba8ffdd68dea9c5cfa6f8bf9184e620e439be7a8b14b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642764597662115},"components":{"alpha":1.0,"bonus":1.0642764597662115,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642764597662115,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"9518ec38681f655b4e2347950e34be52126e599d69bb7ba302b10eeb378a614d","formula_version":"titan-u-contract-v1","latency_ms":23.48095799999328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030943126432878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10196","prompt_sha256":"72802e78e54414e9d9e12668bf1a9d7a61bf68e0c97373f4c7105c1e8f1a94f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654579451167934},"components":{"alpha":1.0,"bonus":1.0654579451167934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654579451167934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1b047426925b37782fe7474bf806e01ed7f98e21914a9c13fef6d46b9734259","formula_version":"titan-u-contract-v1","latency_ms":22.861917000000176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03212461178346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10043","prompt_sha256":"7e3a8655cfe170793cdfe9e20c8997cd916f9b33968c61b3c61fe4324f3d424d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064317273096938},"components":{"alpha":1.0,"bonus":1.064317273096938,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064317273096938,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"09686400319939ae56f812fa035fd8f2a838a51b6b088cffab766de4f08bc9ae","formula_version":"titan-u-contract-v1","latency_ms":23.294332999995504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309839397636045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10651","prompt_sha256":"521724a3a2144eb49b2ea1d9e130b2efac188e6b363df6163daab1e20212ee2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"47a60dfbff52c33f06e094f24ace614193fee34150f729ed5b29847618ef6053","formula_version":"titan-u-contract-v1","latency_ms":23.693041999990783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10580","prompt_sha256":"2dbd8714760782d8cbd56750bea3e2e596ceff7737492aa2dc21323f08af6484","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645729777708992},"components":{"alpha":1.0,"bonus":1.0645729777708992,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645729777708992,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4849,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fe07818a1a97ea8f49627db838495991cd6f920d93ec26a6d88a2fe9c5a9a6d","formula_version":"titan-u-contract-v1","latency_ms":24.590958000004548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312396444375658,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10770","prompt_sha256":"0a08599986a590b917fddc64bd033406d59184520832a1f20cb23017c19cd83e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653377545407843},"components":{"alpha":1.0,"bonus":1.0653377545407843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653377545407843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4997,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f940db406876d105593250aa272602cc4f5220eb4b388f13344a40dee271824","formula_version":"titan-u-contract-v1","latency_ms":24.415750000002845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320044212074508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10561","prompt_sha256":"97f7d1ffe77a63a6914f87e6c49176b1a2dad8e8b6bac6fa4cede0e62af6260a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648244023370708},"components":{"alpha":1.0,"bonus":1.0648244023370708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648244023370708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4900,"eligible_count":122,"excluded_count":18,"feature_sha256":"efb5e5463ad23fed2fece2af2552953524b3284bf459661f0bc4374b719f6ba8","formula_version":"titan-u-contract-v1","latency_ms":23.868999999990592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314910690037373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10193","prompt_sha256":"2fc69c051d9c8dfa51f309b5d441f7c1939d9623d6f038c40f642a095bc3a815","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683693181667095},"components":{"alpha":1.0,"bonus":1.0683693181667095,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683693181667095,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5463,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e5ab9f5c9ffce1861cce73b24bff3536b94b45c5bb78f630d17adebef4a7660","formula_version":"titan-u-contract-v1","latency_ms":25.13220900002011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035035984833376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10809","prompt_sha256":"bac535d21846b616aee0ee669515c8ff9c310f96bd8c38e26c06912650ffe741","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667276040536309},"components":{"alpha":1.0,"bonus":1.0667276040536309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667276040536309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5216,"eligible_count":122,"excluded_count":18,"feature_sha256":"deaed9c371d9fb89e054012fe032902f46a725df295a16b3bcf91c60f7db342d","formula_version":"titan-u-contract-v1","latency_ms":22.61904200000231,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333942707202974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10803","prompt_sha256":"baf471dc1156af04a1245b8de50d5d4f18ecbef6d82b44b2b261210796135807","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06662010355726},"components":{"alpha":1.0,"bonus":1.06662010355726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06662010355726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5216,"eligible_count":122,"excluded_count":18,"feature_sha256":"18121f79a0daf6f14ce2a52be1068b5528974fcd56705ba9dcc7cdf64af727cc","formula_version":"titan-u-contract-v1","latency_ms":22.786583999987897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332867702239266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10876","prompt_sha256":"b2fe3f4c0fe4f163541ec2ff82027085ee25bb52020223a5625674e17b0fd01e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423842},"components":{"alpha":1.0,"bonus":1.0639086287423842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"23871309cae56f9a8f73b30334685ec0eaa7db138c8f524bf4af95acf0d3a589","formula_version":"titan-u-contract-v1","latency_ms":24.541957999986153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10244","prompt_sha256":"d5f6240f22583d31b68c1509953d034dbf93a4c3732c8b90ecac1a3969d0dd7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646004091911667},"components":{"alpha":1.0,"bonus":1.0646004091911667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646004091911667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4863,"eligible_count":122,"excluded_count":18,"feature_sha256":"db77236c37ca13c45099e7ada33781110f2a15f9cdeee7c297318b5b117b4f62","formula_version":"titan-u-contract-v1","latency_ms":26.752249999987043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10092","prompt_sha256":"e8bb561c80d386e9857bd8bbd51eadc7b2df185e9714ba39e487f41d84374514","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009356},"components":{"alpha":1.0,"bonus":1.0642683850009356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"0df53838d48f7507d941c6443d09a0c95eb0fdb458000df4778b9d14d59e65b4","formula_version":"titan-u-contract-v1","latency_ms":34.43508399999473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10168","prompt_sha256":"ca54516b8983f956bffa102f30a4d96fe213753629abe6995368e54e888bf674","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8d1a7b02c7e0d224cf9424add2f99d71f49b8cef0c98b888430b1124d2cc402","formula_version":"titan-u-contract-v1","latency_ms":25.788041999987854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10745","prompt_sha256":"88e215ea5628f5c9398c1ffecf0856de4468370b5abcae789d4ce63a75e4d023","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704618746130101},"components":{"alpha":1.0,"bonus":1.0704618746130101,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704618746130101,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5651,"eligible_count":122,"excluded_count":18,"feature_sha256":"023ca53c43690585f25903c7123a8a7660232051aa636024d8415378e4bab5b7","formula_version":"titan-u-contract-v1","latency_ms":24.86820799998668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371285412796767,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10882","prompt_sha256":"4bcf5985243e424a89f25138f45b5eb1672c090b3dac315f46b8a550d89ce43b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649706715445264},"components":{"alpha":1.0,"bonus":1.0649706715445264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649706715445264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4935,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a54f58b367759c417a85b5421b41317beaea98553b15355be98eae9ff14b239","formula_version":"titan-u-contract-v1","latency_ms":25.840416000022515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031637338211193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10219","prompt_sha256":"c97199658052b4bef9c4f1215b83b2f7401d508928e765046b482f6ff9c081f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647319058100968},"components":{"alpha":1.0,"bonus":1.0647319058100968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647319058100968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4901,"eligible_count":122,"excluded_count":18,"feature_sha256":"4229415c15bfe1052bd74c0ed75f60dd9ed99174f725f78b64c3efbe414c521a","formula_version":"titan-u-contract-v1","latency_ms":26.507166000016014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313985724767634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10350","prompt_sha256":"0378ff577e0f1ca47b7612109ff42dd8d101319135eb6ab309fb5858ca205245","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4897,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9f88caaa6ff50d6566df128656d40a15b6809bf65e9473284f9368bf0b51f00","formula_version":"titan-u-contract-v1","latency_ms":24.443999999988364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10322","prompt_sha256":"ae916f3cbff863459e16e05503f227e335a27d58f77d5967aee72863b1e46732","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649399044077554},"components":{"alpha":1.0,"bonus":1.0649399044077554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649399044077554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4923,"eligible_count":122,"excluded_count":18,"feature_sha256":"b915ccccd3cfb038b6af83ef57a474d692e887825794706a9d7dd77485088da3","formula_version":"titan-u-contract-v1","latency_ms":23.306708000006893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031606571074422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10345","prompt_sha256":"241ab33f72f948df7db3721b4e85f592446b13f92a18a84dddce3120246d1822","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651123803676774},"components":{"alpha":1.0,"bonus":1.0651123803676774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651123803676774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cbd1917c463309ed1b03792aa1455a2db44031045930d7b8b6a335ef09a4c43","formula_version":"titan-u-contract-v1","latency_ms":26.649458000008508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031779047034344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10567","prompt_sha256":"68b768ad7e7ea033e89e1845b7e61ccb2a358c57822efb044a53f5f13ddf6eaa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069006434878902},"components":{"alpha":1.0,"bonus":1.069006434878902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069006434878902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5540,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dc26ef7410cfa2a267d2cebc8096cb3cb102972d937c5df689d8f8510d948a5","formula_version":"titan-u-contract-v1","latency_ms":24.463999999994712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356731015455685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10122","prompt_sha256":"351fb07190e62547572dafd22ed9482be69afd22c95ad5381f717ff95559ea72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665352820289162},"components":{"alpha":1.0,"bonus":1.0665352820289162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665352820289162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5189,"eligible_count":122,"excluded_count":18,"feature_sha256":"f22ddb1888749cabf470dc42134695fba1b48a53edd9c268b581c91f20862a2e","formula_version":"titan-u-contract-v1","latency_ms":24.213666000008516,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332019486955828,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10937","prompt_sha256":"ebe6a468dbc6d62384f8391ad892f66654ab2cfb15f2b12c08f52d916a85c5dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665704969667968},"components":{"alpha":1.0,"bonus":1.0665704969667968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665704969667968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5211,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1e9dd26c8af3f33649222713bec95c774e7a7921b4a905191f7afd1d8e8d709","formula_version":"titan-u-contract-v1","latency_ms":23.704250000008642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332371636334634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10627","prompt_sha256":"87b16086f560ce344c92c3a581fe1c150c3d76b73d5f478c96dc09c8a4d9226f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4978,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef5a34b278ab531b7e5cab8d9ad3351747e06bdf606159754be6eca6bc1a7c0c","formula_version":"titan-u-contract-v1","latency_ms":22.817166999999472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10423","prompt_sha256":"c9d1dd1b6f380e8e101883449fba2cb8d300bda47a0147d2190bc97966fd8084","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697092515316955},"components":{"alpha":1.0,"bonus":1.0697092515316955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697092515316955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5565,"eligible_count":122,"excluded_count":18,"feature_sha256":"8500ae0a78ad9f4d656835c0ef4c4234e449ac1619c09b59b1985440378cf2b8","formula_version":"titan-u-contract-v1","latency_ms":30.687874999983933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036375918198362,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10175","prompt_sha256":"4e99c1ec31311761e8a1bcb7cccb066fdc8c64a3f238cb78524f88ee696b1952","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a4a3a2556a29032fd6d04afefc5f5df86830e1fcb4388cf924eaf381cafb663","formula_version":"titan-u-contract-v1","latency_ms":22.5223749999941,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10024","prompt_sha256":"84cef9720991ebf135c8789c2fa195bfd45505321e2c5c86eba5ab817cdc0593","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679258518268016},"components":{"alpha":1.0,"bonus":1.0679258518268016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679258518268016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5367,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ac6a278137277066a8ea3b1d1dd330baf56c2a6a948a760fdf92c306ca0422f","formula_version":"titan-u-contract-v1","latency_ms":24.837042000001475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345925184934681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10313","prompt_sha256":"05de08458b8301306ecf6060599a9142da4eb3844ad7f31c4b934c5a15da53a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150434},"components":{"alpha":1.0,"bonus":1.0648591456150434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b2e286960cf165dd751bce6f75ad6e16a0e526fdcdb2734ad00384da9810299","formula_version":"titan-u-contract-v1","latency_ms":25.043207999999595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03152581228171,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10349","prompt_sha256":"55de4a069a242f0b5f5d4da5b50322d0d4fc4912ba75e47a463155caa40c288b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647851345752812},"components":{"alpha":1.0,"bonus":1.0647851345752812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647851345752812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4892,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3fd2adbd6da4c82477ebf337527096f8b1478cfcbf927851a659668bc789d41","formula_version":"titan-u-contract-v1","latency_ms":25.43587499999944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314518012419478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10111","prompt_sha256":"526df84004448cd35df8638f4310859ac58050b495fad5d777ed92b8fd3413be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660809654993377},"components":{"alpha":1.0,"bonus":1.0660809654993377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660809654993377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5119,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d54c94e6d796e11ca7e73681f7ec4847d2432ab8d2522909bf658aa101a48d1","formula_version":"titan-u-contract-v1","latency_ms":24.626000000012027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327476321660043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10638","prompt_sha256":"22469f7d9498c948dd3afc37699880f9e489f06265207f0273553150c024d4d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140723},"components":{"alpha":1.0,"bonus":1.0657941911140723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5074,"eligible_count":122,"excluded_count":18,"feature_sha256":"9870e4bf34ab3303c52dda5bbca829fa973977007b5d037f91ed40923abe973e","formula_version":"titan-u-contract-v1","latency_ms":24.211041000000932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324608577807388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10013","prompt_sha256":"0335ad5a41a16e7941774925e3270c71d43d3b8d9ffd0590d069af7ba4c7dd40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651553913924954},"components":{"alpha":1.0,"bonus":1.0651553913924954,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651553913924954,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4970,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5f0f56032b7dd33c73da51fa62ef4ba58f0acee5f77d64e3986d715128c2ee7","formula_version":"titan-u-contract-v1","latency_ms":23.60579100002269,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031822058059162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10334","prompt_sha256":"b01b9ea9056e33e4f133e04d1fbf5a3f743f853126968de12f7a55717e28513a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068386765759479},"components":{"alpha":1.0,"bonus":1.068386765759479,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068386765759479,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5476,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ad71d96c184aaf6a90582a9b2d6fd1f9462a4563fb4420d4929390da2d16bc1","formula_version":"titan-u-contract-v1","latency_ms":23.10666700000752,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350534324261456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10721","prompt_sha256":"fdfdb267c933160ddd29958a380b514ed34b6647f25f52a830240ba212633bad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644834428021883},"components":{"alpha":1.0,"bonus":1.0644834428021883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644834428021883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"56dc9a4c1e390336e7640b4b86980a50127616d427366987fe36f39a0e30298e","formula_version":"titan-u-contract-v1","latency_ms":24.038832999991655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311501094688549,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10877","prompt_sha256":"17be9f1ba473d66a44c98d75a54957e7e668171f6dc5d8c8b1809e16a97bcbbe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692018635412117},"components":{"alpha":1.0,"bonus":1.0692018635412117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692018635412117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5542,"eligible_count":122,"excluded_count":18,"feature_sha256":"8adefa3d0412fb919882b851af9a2adc33c9b01d032b8e2db9b4a624935b8868","formula_version":"titan-u-contract-v1","latency_ms":26.68937500001789,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358685302078783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10190","prompt_sha256":"23e34922e8a483dd5c8a55856c4ede0211b5db38fd9a6672326e545a0fd663c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654348034077448},"components":{"alpha":1.0,"bonus":1.0654348034077448,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654348034077448,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac328fe8b83858bdf6589677eeedc993c373a8838fe7c2e9c8c713920744bd01","formula_version":"titan-u-contract-v1","latency_ms":24.755916000003708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321014700744113,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10115","prompt_sha256":"8ac62f40253a2c61f5f1572c52a963eeda583c77905057b58929367c9f0c08ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"19da9639491ad80986ab2bddba732bd4e9d4957ec4cc750e172fa94facd2aca9","formula_version":"titan-u-contract-v1","latency_ms":27.13554199999635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10341","prompt_sha256":"5d6db6cec292526f1574fe136616e2b8a12253818d954b7135c83ddde75666f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661466978094525},"components":{"alpha":1.0,"bonus":1.0661466978094525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661466978094525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5137,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4cfd4dee240667693f5f5e82ffca1ad23aa8a38db9b228746e41420bff8127e","formula_version":"titan-u-contract-v1","latency_ms":24.696959000010565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032813364476119,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10302","prompt_sha256":"ab02e187228acaf5bd78a845fdd8cea2f94acf3fbb70eba610c3d0c26395e9ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064288626853637},"components":{"alpha":1.0,"bonus":1.064288626853637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064288626853637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4781,"eligible_count":122,"excluded_count":18,"feature_sha256":"cde2079a02624cb120eb5b9d5d1e608eceaba4e700db6c32755f4aa70071c826","formula_version":"titan-u-contract-v1","latency_ms":26.12662499998919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10660","prompt_sha256":"1d9eddf1e3a1da1cd1ee551ef40ad8255847a3c02d8bf812ad6765743b76bcae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889834},"components":{"alpha":1.0,"bonus":1.0640981546889834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9a873b96dd2040590e4d89ea83c315f466bc328682d4c2a48767123b65c88af","formula_version":"titan-u-contract-v1","latency_ms":31.541457999992417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03076482135565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10262","prompt_sha256":"8445ae7d61c1b7827ade9db243a99860f74b2c8796ed00519b7a92282609adde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662131588008092},"components":{"alpha":1.0,"bonus":1.0662131588008092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662131588008092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5139,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6e4072f38d65308723ff3bea14c24571a1fff4f3c9bfa58639c78fe6089364d","formula_version":"titan-u-contract-v1","latency_ms":25.79745799999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328798254674758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10173","prompt_sha256":"4b597305e53147ac0aea8adfc629dbc60af63823b2982facf4aec28bcb115c3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657140945159729},"components":{"alpha":1.0,"bonus":1.0657140945159729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657140945159729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5097,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bba292a544fda0658412fbd0e2f08075e233e005f3157c41b5719edd7b388b0","formula_version":"titan-u-contract-v1","latency_ms":25.499791000015648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323807611826394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10429","prompt_sha256":"726786029e9e65d7a86e3e051c69d263e461ce5691449edc13b0a02481954066","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5a17dffa7719b999993ab1df8f7b2f9df62a2b4022311a10a4203d61249bf9a","formula_version":"titan-u-contract-v1","latency_ms":27.92062500000725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10557","prompt_sha256":"1def278a9a2f90b0ebb8e46ea150158a931b0864161ca0b363ccff01d1b4c16a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649965118780906},"components":{"alpha":1.0,"bonus":1.0649965118780906,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649965118780906,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4934,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ca643c3d0a6fe4ca2d63a31f3a5f5fb325a23149ae2137e885aa87423cc71de","formula_version":"titan-u-contract-v1","latency_ms":26.88687500000242,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316631785447572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10192","prompt_sha256":"76866f7e951bd748bd7c09605fa25179dcae6c0d126e04d8ad7d0fa478b13e1b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064105584663712},"components":{"alpha":1.0,"bonus":1.064105584663712,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064105584663712,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"29de52415c0195b281ce27f571cadc45be41b0e54a0d7caa2eb532a36948ee75","formula_version":"titan-u-contract-v1","latency_ms":33.858916000014005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10243","prompt_sha256":"0e7c1eb45f4200e24a9a5da553da00002277fe85d8c761021c1c98af65ac7aaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648442117570533},"components":{"alpha":1.0,"bonus":1.0648442117570533,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648442117570533,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4898,"eligible_count":122,"excluded_count":18,"feature_sha256":"a672c08e0973ffc439e0c701936954ea3d5c488f51791dc946919641272d3a8a","formula_version":"titan-u-contract-v1","latency_ms":36.120999999980086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03151087842372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10318","prompt_sha256":"951f42e3ebbeb3158a15c8fceb6266b7391454bb0fce05e38e53339d30a1efb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680940969783514},"components":{"alpha":1.0,"bonus":1.0680940969783514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680940969783514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5422,"eligible_count":122,"excluded_count":18,"feature_sha256":"d42a6ceae034803bf3eb34dd5e6ec0a1bc2a633c0cdaaa5f4f4a5447776e2901","formula_version":"titan-u-contract-v1","latency_ms":34.62937500000862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034760763645018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10265","prompt_sha256":"d466a742e14017a19f2dc4181a5f197641bcd3ec3a7f35014e9617d7f41fcc75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669030092984084},"components":{"alpha":1.0,"bonus":1.0669030092984084,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669030092984084,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5237,"eligible_count":122,"excluded_count":18,"feature_sha256":"a177468a5518dc9468b5b4b073b6bca745ca6014e7785e1c43b2984fc2e1bc2f","formula_version":"titan-u-contract-v1","latency_ms":43.95283399998107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033569675965075,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10712","prompt_sha256":"b431aa0f7b6158d489a8293cbca8d1a794da9b34c905ce36ea1a09003530fc7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689695717430407},"components":{"alpha":1.0,"bonus":1.0689695717430407,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689695717430407,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5486,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac672e564d0cfed3caa7374c0a021c1dd74a5a03a66f72ded1dd44570a7ea02e","formula_version":"titan-u-contract-v1","latency_ms":48.829000000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356362384097073,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10946","prompt_sha256":"f98266f4395f491400a8de90073a93289013454ee38a8ec3863706f1e9ab4c33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684656383396238},"components":{"alpha":1.0,"bonus":1.0684656383396238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684656383396238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5430,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ad0351593a83320a55b558291f155ddc3ab560b5d308043de74b5db819d2abe","formula_version":"titan-u-contract-v1","latency_ms":36.13483300000553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351323050062904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10381","prompt_sha256":"676e3e1ec9ecb3bddabfc453d42fe93d8e4c6d288ab685390bb1bd3ec1582ab5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716722658128743},"components":{"alpha":1.0,"bonus":1.0716722658128743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716722658128743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5768,"eligible_count":122,"excluded_count":18,"feature_sha256":"c242fec00778cda1e3a0a2083715f2d5373cff54effea18f196f14a057d3e7a0","formula_version":"titan-u-contract-v1","latency_ms":27.693333000001985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038338932479541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10478","prompt_sha256":"ab5fd43de90a203034c7fa5ea35a57e8e155e873a3e88c83e1321bdec546f5fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065394586526513},"components":{"alpha":1.0,"bonus":1.065394586526513,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065394586526513,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5007,"eligible_count":122,"excluded_count":18,"feature_sha256":"68d765da3da9e1627cb95cd0770cc38b799ea55e0c3b3e378c2f216f023b6305","formula_version":"titan-u-contract-v1","latency_ms":23.48091600001112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320612531931797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10412","prompt_sha256":"e9280e4dbc37d58ac86c9186a28424d883efc92031dd7525bc90b751d53443f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643968362410703},"components":{"alpha":1.0,"bonus":1.0643968362410703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643968362410703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2bee13a17dd7a76ef993f0698b85b999125cddd0e9f6c98577ca1749113b2bd","formula_version":"titan-u-contract-v1","latency_ms":24.237417000023243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310635029077369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10180","prompt_sha256":"a411dc0f184a9ec7adc98a1c52dc9a46a4b4b98d7d47303ed15ac1e3a1d6aa0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656775426929104},"components":{"alpha":1.0,"bonus":1.0656775426929104,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656775426929104,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5055,"eligible_count":122,"excluded_count":18,"feature_sha256":"494bb15bba75719c8c1b36b80dc1c1e8978a24ef71aaae511af1f7f3088fb6bc","formula_version":"titan-u-contract-v1","latency_ms":25.343249999991713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032344209359577,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10546","prompt_sha256":"3c06d70753fe861cdd77b67c7b2013815cf1b32d777e854134074191dbfe901e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067752315760776},"components":{"alpha":1.0,"bonus":1.067752315760776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067752315760776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5348,"eligible_count":122,"excluded_count":18,"feature_sha256":"97bc6847200c60b06c91999dbbee8f49793423bd8339c66f2573a38a3f94dde5","formula_version":"titan-u-contract-v1","latency_ms":24.542625000009366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344189824274426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10267","prompt_sha256":"5499068960ce8f95ce72a2b231f1852528ec06bacce9655fb1e628717bdd16d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076247274241612},"components":{"alpha":1.0,"bonus":1.076247274241612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076247274241612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6120,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bb7495f2cab92afa17e6a0473e392c504a7d027187b75d5363d9fcb3638e088","formula_version":"titan-u-contract-v1","latency_ms":24.411165999993045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429139409082786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10158","prompt_sha256":"18a6c2040f996651b6a213b13fab0fb0c7000749dbfab05aa4e2daa5f55f186b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649399044077557},"components":{"alpha":1.0,"bonus":1.0649399044077557,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649399044077557,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4930,"eligible_count":122,"excluded_count":18,"feature_sha256":"83aaa9f1f95a578083fa4dceff53ee8dbb72f158635b96bac08bb8c63004f0a7","formula_version":"titan-u-contract-v1","latency_ms":24.53704100000209,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316065710744222,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10789","prompt_sha256":"c83aa26a44119d9ff0a4c439ddd2f0e3b310e5d9dda4db403c89ea0ba51dd407","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064150780111775},"components":{"alpha":1.0,"bonus":1.064150780111775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064150780111775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4746,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e0161931111e3ec86afe7e4dd3989025d1cc7a9490a0b1cf7c2c1c8633f14d7","formula_version":"titan-u-contract-v1","latency_ms":23.24450000000411,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10271","prompt_sha256":"9c2706de92ab656a5c14f3c0ba8deb2dc5d945bfa8599a0c165bc47edbc0fefe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705445460138496},"components":{"alpha":1.0,"bonus":1.0705445460138496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705445460138496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5648,"eligible_count":122,"excluded_count":18,"feature_sha256":"751a2336ecf8d393d8eb23f6a98ae98693d0b2ab0eb4a58b1cadb482b0eca107","formula_version":"titan-u-contract-v1","latency_ms":22.845458000006147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372112126805162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10427","prompt_sha256":"107bd9b3bb597b0e1a5c87ef033a3d77a014931ac5a6a0157b5e6dc406759bc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664100151032434},"components":{"alpha":1.0,"bonus":1.0664100151032434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664100151032434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5168,"eligible_count":122,"excluded_count":18,"feature_sha256":"41140ccf4465899574dbbe228e72eff860b6098c643a49457dcc271a6015520a","formula_version":"titan-u-contract-v1","latency_ms":22.47862499999087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03307668176991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10843","prompt_sha256":"8b0c0fedd73021dd678dddb99cdad1674761bef34c735f76d3e875c48967a5ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651662172226923},"components":{"alpha":1.0,"bonus":1.0651662172226923,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651662172226923,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"d839887d8963128df98067ae68b335629e9f97495c05fd42dd8d52dc08dc3ba5","formula_version":"titan-u-contract-v1","latency_ms":22.755416999984845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031832883889359,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10017","prompt_sha256":"a494b6a3d5451a67c5c441b61cdc563e4b3c4a306a9976ce11446a324fcbb0d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067638402181422},"components":{"alpha":1.0,"bonus":1.067638402181422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067638402181422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5424,"eligible_count":122,"excluded_count":18,"feature_sha256":"250984545246a76a239001f22cb5d74aa739473fa2d3d449a8f9a1de33847ffe","formula_version":"titan-u-contract-v1","latency_ms":22.2797499999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343050688480886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10051","prompt_sha256":"a7e5f4a2710d9520fd44e3d8119630cdd7fe9e4d79071149e53f05e1d5a05d86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365945},"components":{"alpha":1.0,"bonus":1.0641776314365945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"144160903b1423c6bd8dcfb80f8d6b3086fc6043aa833fe5afa0b95093b3430c","formula_version":"titan-u-contract-v1","latency_ms":21.50387500000761,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030844298103261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10245","prompt_sha256":"0b13c7f56640c366aeaf0d5f2a087f4b5628ec6f85d5983075257b7117825b45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644397734254392},"components":{"alpha":1.0,"bonus":1.0644397734254392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644397734254392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"d244ee2b588b62155bc662bda63d293c8be9b8cec57af256084e77076fbe4b45","formula_version":"titan-u-contract-v1","latency_ms":21.79625000002261,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921057,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10045","prompt_sha256":"8d80f26d2335629f1dbb12f156c43fbad65e604603fff0d684abb4129f34de72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"f44c3a9c1d492b682cd71559f7ffc6d0ae1ae8a3da064a3f4d087d9e67e6a16b","formula_version":"titan-u-contract-v1","latency_ms":21.34204199998635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10014","prompt_sha256":"dbfd02dde42bc0902a28c396fb88192d018613d4081d61596bad1dd9fc4831d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657755978628896},"components":{"alpha":1.0,"bonus":1.0657755978628896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657755978628896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5071,"eligible_count":122,"excluded_count":18,"feature_sha256":"b39871930da3a7b03b11deec0e39adb73adc132e6a526e18c335aec09ec179c0","formula_version":"titan-u-contract-v1","latency_ms":22.168624999977737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324422645295561,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10617","prompt_sha256":"cbfcfd9a0fec6cab6a218f46c4f0522407e4abe8353086e1638bc7ddff8dce69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6eea401cb996ebe85d9e44bf8afc3c780c3dd9d6f25c9e508e53be20c1d4353","formula_version":"titan-u-contract-v1","latency_ms":21.91633300000717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10566","prompt_sha256":"2ad87ce7381bc1a3091080b5b4b1429e25405635054012b38185d8bdd5fbf61f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661334930485955},"components":{"alpha":1.0,"bonus":1.0661334930485955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661334930485955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5141,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae20944ef8b84f7ed953e8ccc97b17d79e00f9c3425b5c03f31166565690a661","formula_version":"titan-u-contract-v1","latency_ms":21.747624999989057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032800159715262,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10160","prompt_sha256":"64e3b3fd76eb89fe3115b06fbc73605a61cd8a49b3b53341b45c03c70659f8bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642926971996471},"components":{"alpha":1.0,"bonus":1.0642926971996471,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642926971996471,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"274de59c1ac7aaf1e83aa46564329452d060b195d2227b81d181fb982e3ee83e","formula_version":"titan-u-contract-v1","latency_ms":22.295667000008734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309593638663137,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10176","prompt_sha256":"13d9eedb1c699aafdafb96f8443299ffd0c1a0db741cfc04f63f053cd22692cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4798,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f8366e1a4aeb63a11bd57cfa40e25fd9ba9acfd132c5c885456469f067d5f3e","formula_version":"titan-u-contract-v1","latency_ms":21.637334000018882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10311","prompt_sha256":"94f7cf964462ca67353e40954765cb521719357c7aa10b14d832f96dca5be954","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662332391707265},"components":{"alpha":1.0,"bonus":1.0662332391707265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662332391707265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5142,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1d447700e1d4e7a72b32108bbc8cff743ae58177ae655c55d50aaa126ba73f5","formula_version":"titan-u-contract-v1","latency_ms":23.031915999979446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032899905837393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10927","prompt_sha256":"cfb8b14b4f5ac4a033f3c828f47a89b193eb136d9249e653841fc4ee324115e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658566427116267},"components":{"alpha":1.0,"bonus":1.0658566427116267,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658566427116267,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5105,"eligible_count":122,"excluded_count":18,"feature_sha256":"6370a4cb2eea51c591afb416e74733a6d63aa2e92ed31dd6fad3bb338292f4a2","formula_version":"titan-u-contract-v1","latency_ms":22.43341700000201,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325233093782933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10383","prompt_sha256":"2d5f4e7d539f82b6a0aa1d0161df0598ef06dd8ca6a97fb2b4e61da994041125","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665352820289162},"components":{"alpha":1.0,"bonus":1.0665352820289162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665352820289162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5185,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b910e6a02203f9de9b6311b2af3174e978ae1861c225cb92bc90ad35d835599","formula_version":"titan-u-contract-v1","latency_ms":22.024749999985715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332019486955828,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10584","prompt_sha256":"c7332d82678c9c85eb390ce12d2213189eb6ba6faccfcdc2f58de3db55257b2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662735966029075},"components":{"alpha":1.0,"bonus":1.0662735966029075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662735966029075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5170,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c73f1baf68bdc5ae2273330f710412707d686e8c23a36d85f37acc151534fb8","formula_version":"titan-u-contract-v1","latency_ms":22.883208999985527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032940263269574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10799","prompt_sha256":"108fede00ad2945d4d97d3fdf4938e86b916345f4050868a2134e1a950590319","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916244},"components":{"alpha":1.0,"bonus":1.0641699229916244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"9271c2783eb60e080b90a70bd649284d36749ef0ddd47e6132ebc7a2a6dfd720","formula_version":"titan-u-contract-v1","latency_ms":22.836624999996502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030836589658291,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10335","prompt_sha256":"aae7accd277aa2563bd66c672a09decb04dea063863dd09cb0b82a91b71f30d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660940536603696},"components":{"alpha":1.0,"bonus":1.0660940536603696,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660940536603696,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5121,"eligible_count":122,"excluded_count":18,"feature_sha256":"3eeeedac8790851d5b46c62ecb8c5455a44f86c2f2798e126e26454e7c975b29","formula_version":"titan-u-contract-v1","latency_ms":23.110250000001997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327607203270361,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10269","prompt_sha256":"83907e1c211bb1ea6356a522fdbcf9a0c389d9095661bf22c1ced4f67aa578f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed9f4b612fd8f921698596753b53b72272d908fab00f6eb60bfcb581c00d70a2","formula_version":"titan-u-contract-v1","latency_ms":21.76604099997803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10622","prompt_sha256":"e3f47e2e28bd40a2de259e2e3ca7be18a19db93c724c5fdecd1d0f2ab08e7fa4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673755196743084},"components":{"alpha":1.0,"bonus":1.0673755196743084,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673755196743084,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5331,"eligible_count":122,"excluded_count":18,"feature_sha256":"637097f78fe24ecbea491b80d1c437af74b11a1abe30ed99c11985e8fc4d8bd2","formula_version":"titan-u-contract-v1","latency_ms":22.42208299998083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034042186340975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10377","prompt_sha256":"47afa74616e656aadc76a4f881e2b8837772164f6e3f57ffb79866699138b37c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645958189907097},"components":{"alpha":1.0,"bonus":1.0645958189907097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645958189907097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4859,"eligible_count":122,"excluded_count":18,"feature_sha256":"d586e412ece35f829c1c513c5dbeecc26b80d9066d41361e0035b79e2b8278c7","formula_version":"titan-u-contract-v1","latency_ms":21.720499999986487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312624856573762,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10901","prompt_sha256":"43248623170ed87a242d6141b902a77831b5aa7553e00a092ce5f33503b499c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066293873657728},"components":{"alpha":1.0,"bonus":1.066293873657728,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066293873657728,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5151,"eligible_count":122,"excluded_count":18,"feature_sha256":"23983880a128ddac27047dfaf51f39c26a06083e7b75926dcbac5db1f01ebf8b","formula_version":"titan-u-contract-v1","latency_ms":22.383791999999403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329605403243947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10373","prompt_sha256":"9844e095b6c2a2f9b284ec3f2552a5d845bb92ef442453d6008f99a3fe8b58cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728522},"components":{"alpha":1.0,"bonus":1.0650225349728522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4939,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2c5a628f232a2d6c0b169dd60001f39fc2214e99dd3c813a1292eea3ea20793","formula_version":"titan-u-contract-v1","latency_ms":21.633375000021715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10533","prompt_sha256":"bd282acfc5a173b0893aed82eda2d209e6e683d44286e200fc44f31acec2fec2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067281886382412},"components":{"alpha":1.0,"bonus":1.067281886382412,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067281886382412,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5287,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ed10c032634b978fe92b77d1792920ee5cf6b5050bd249895005a9297808715","formula_version":"titan-u-contract-v1","latency_ms":21.943458999999166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339485530490786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10486","prompt_sha256":"8deeb8ee74b0131dec765809bb9828b7fffc71ea4356c212e15ccc58fb5103d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655932766539022},"components":{"alpha":1.0,"bonus":1.0655932766539022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655932766539022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5041,"eligible_count":122,"excluded_count":18,"feature_sha256":"23fde9c028ba416f21871ad785abe8e7693f96510903ba8f101d055e345146cb","formula_version":"titan-u-contract-v1","latency_ms":22.299209000010478,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322599433205688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10157","prompt_sha256":"3bfd5bd772caefe47ee4aac7ba34a00c03e5481cb5f0cbab039d0d1871f3ca5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0870845327066334},"components":{"alpha":1.0,"bonus":1.0870845327066334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0870845327066334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6793,"eligible_count":122,"excluded_count":18,"feature_sha256":"a517565ca8a157f2e038dffb9b3467004cad7c53a46af285c65aafb72579526d","formula_version":"titan-u-contract-v1","latency_ms":23.314166000005798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0537511993733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10297","prompt_sha256":"c6e4d1336764b1e895f875d030386562a03b7c50f0b285a1f5ffd063869cef33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250377},"components":{"alpha":1.0,"bonus":1.0642009326250377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"6177871405455d872d17fff603170e640d9c19f09a4a2ab9cfaed55451a898d9","formula_version":"titan-u-contract-v1","latency_ms":21.3279170000078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10123","prompt_sha256":"e0d4510f1e64154359a8064272a30e275b0e32d42f81bf8e83729140001a922e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656172067163705},"components":{"alpha":1.0,"bonus":1.0656172067163705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656172067163705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5045,"eligible_count":122,"excluded_count":18,"feature_sha256":"653ac271ccee9a885688059c5c5db530931e162ab9906d0a43431b7ad51da6a8","formula_version":"titan-u-contract-v1","latency_ms":21.586499999983744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032283873383037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10009","prompt_sha256":"f02906d19507eba070a814677a854c7f79ce9ceca9573061d8eabf2a88334526","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064401097008313},"components":{"alpha":1.0,"bonus":1.064401097008313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064401097008313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4805,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b5ccb1e46505af09daaf932ae1d985c6630b7106cb964a3d34f50bf73b37a28","formula_version":"titan-u-contract-v1","latency_ms":23.47483400001238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10469","prompt_sha256":"32836acf74691f8865c9eaa52a2fbdd54296f432c3e46c4b67bbd8a2259066c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704721833436401},"components":{"alpha":1.0,"bonus":1.0704721833436401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704721833436401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5759,"eligible_count":122,"excluded_count":18,"feature_sha256":"7294832b366c419dbfe04080f8752479df42087f12489982a86d2d75ebb3ce83","formula_version":"titan-u-contract-v1","latency_ms":24.075958999986824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371388500103067,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10812","prompt_sha256":"4d7af98a1315682907bda5e4a081d3a2500d4a7b5e0fa5ffe986d31ae1e2332a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070795323579628},"components":{"alpha":1.0,"bonus":1.070795323579628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070795323579628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5672,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd5e7492e1d03afd5957744cacfddb75ea7dcd2b36bf1ebed5fae38bdcefd0fe","formula_version":"titan-u-contract-v1","latency_ms":21.588207999997167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374619902462945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10700","prompt_sha256":"5ce2f670ec40b7e9319ca5167e469bb9e042569055f5a2249ec43a27286bfd90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645958189907097},"components":{"alpha":1.0,"bonus":1.0645958189907097,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645958189907097,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4874,"eligible_count":122,"excluded_count":18,"feature_sha256":"77e1d39721c6a958292130bbba120f8b6cb1e3b93f698dd1613f23315f6a31fe","formula_version":"titan-u-contract-v1","latency_ms":22.795750000000226,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312624856573762,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10772","prompt_sha256":"0845c3e0d88d80d5a770bbbc2d10ae662188993660e2b004343eb8af35af8f42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"2089a3774f5e1bf509459982ec5d2d77669683e928966bcce69a08682983e335","formula_version":"titan-u-contract-v1","latency_ms":22.028833000007353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10741","prompt_sha256":"d4aafe683f874ddf25983e0450cc0452cd118dfb53a03b1333f92c19ccafd6c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064884181642539},"components":{"alpha":1.0,"bonus":1.064884181642539,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064884181642539,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4912,"eligible_count":122,"excluded_count":18,"feature_sha256":"23472f524c9036c00db650bc2734fc70d27d3238c4772a30643db07e2de40f9a","formula_version":"titan-u-contract-v1","latency_ms":21.83249999998793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315508483092055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10939","prompt_sha256":"ada4b428fd57f4ad7370078e0983f56c879e84a726487555e4798703faae5a4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cdd0803b651604d3912b4b030949818fbf7e3c0b606359574d1555758a1d4cc","formula_version":"titan-u-contract-v1","latency_ms":21.306000000009817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10421","prompt_sha256":"1e2d7021ea30f1669a0426330de30ed8b00c90bb3e82d1dce106d496933bd47e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065400309889433},"components":{"alpha":1.0,"bonus":1.065400309889433,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065400309889433,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5008,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2f94e52e99827d0c6c9211070e7c533e9880585f191f5f3c9835b320a719e08","formula_version":"titan-u-contract-v1","latency_ms":21.733416999978772,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320669765560995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10220","prompt_sha256":"8691e1903d12d183b0f795360bec32c948a4d02f8b9607ff5f6b37805760bc62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070267376786053},"components":{"alpha":1.0,"bonus":1.070267376786053,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070267376786053,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5620,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0b28c98a3d46780c0bda799c8993b0a77c7b97131d57b191d4ddb27dd49e4a8","formula_version":"titan-u-contract-v1","latency_ms":22.51979100000767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369340434527197,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10562","prompt_sha256":"624e596e03fc361739d35f901253451392f46a8924f0ab0bbb2ea20b39fd509f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669030092984084},"components":{"alpha":1.0,"bonus":1.0669030092984084,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669030092984084,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5237,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e6b843217d261dfcc69f38d81684f20a9621146f54a1e0d344bdd0d99a438f7","formula_version":"titan-u-contract-v1","latency_ms":22.31812499999819,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033569675965075,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10912","prompt_sha256":"2ac97d6ace9f2e38d8e80121fad035b9402326a6bb456b67edc781fb164d560f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675579060699705},"components":{"alpha":1.0,"bonus":1.0675579060699705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675579060699705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5322,"eligible_count":122,"excluded_count":18,"feature_sha256":"581320cd2e63198c2d5218f98cbeb2d9b050498a117fcd9f14f562392fe88598","formula_version":"titan-u-contract-v1","latency_ms":22.005249999978105,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034224572736637,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10236","prompt_sha256":"54dc220cf87ea5a75e24cf023fe982c027f8ac3c6365813a96c10cbcecd5be6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068299817466988},"components":{"alpha":1.0,"bonus":1.068299817466988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068299817466988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5442,"eligible_count":122,"excluded_count":18,"feature_sha256":"0baf6a43642544ded755571ea8c1626614021c6307f2948afa22f0e91dad14f8","formula_version":"titan-u-contract-v1","latency_ms":21.963666999994302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349664841336546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10530","prompt_sha256":"94a1b5b017d8ea9b7cbf37db9c7a7721feeacb7523067219e39df2cb6c1972e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374354},"components":{"alpha":1.0,"bonus":1.0655754057374354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5049,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae9a2ae0ff6b6fb001a217556b8a165ed8c85dacb4f789612b8f79eadf647e0a","formula_version":"titan-u-contract-v1","latency_ms":22.088875000008557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032242072404102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10394","prompt_sha256":"d38c1eaf8a964f46a8f41bfee92d05565cffc716107355ff4b01c5ad9abe75ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064536812421252},"components":{"alpha":1.0,"bonus":1.064536812421252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064536812421252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4869,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed90028bed7019a20d233deb25c23fa7fc6f923eea2c2740cdd06dfa2dd6d144","formula_version":"titan-u-contract-v1","latency_ms":21.021333000021514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10034","prompt_sha256":"d918f53958293a7c44a61868ddd95f21b52bd076136253e1e4b59f8e0162f435","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668587652543329},"components":{"alpha":1.0,"bonus":1.0668587652543329,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668587652543329,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5231,"eligible_count":122,"excluded_count":18,"feature_sha256":"213162fb442e07af2380ab253eda5ecdcf3ac2463b276cfe665a59f59cd36902","formula_version":"titan-u-contract-v1","latency_ms":21.660792000005813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335254319209994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10857","prompt_sha256":"4e314a18b01b51a470bcffa8525149352852053f1badde2f0400b842afc90050","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656654171220914},"components":{"alpha":1.0,"bonus":1.0656654171220914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656654171220914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5075,"eligible_count":122,"excluded_count":18,"feature_sha256":"1daf7c07be2a8e56d50351c36739fbd7959e1db7f5ea88e9cd2f1d9097169adb","formula_version":"titan-u-contract-v1","latency_ms":21.244417000019666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032332083788758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10759","prompt_sha256":"5551e23b041ac3316bfb31397b63e94b4a5e92b3d758d841a434c7cac3f2f5e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066641472684238},"components":{"alpha":1.0,"bonus":1.066641472684238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066641472684238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5203,"eligible_count":122,"excluded_count":18,"feature_sha256":"647240c0a4857c8e6d6faae8960d54d4c5bca686ea1796a56d2d20eead8b5fd1","formula_version":"titan-u-contract-v1","latency_ms":21.9497919999867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333081393509045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10499","prompt_sha256":"2b484fe7a32cb0feee26704a9956671e7776c23bc73441516f74716673410e38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065938920037166},"components":{"alpha":1.0,"bonus":1.065938920037166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065938920037166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5120,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c5a620a01832bcd52b58dde0e570e868fa9df7131217cc8d01aaa0c315f9c34","formula_version":"titan-u-contract-v1","latency_ms":21.95333299999902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326055867038326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10346","prompt_sha256":"e4279fbc078dcf2247d9c485c172a6d3651e62298035e8ecf1bd72f948db36b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067399091395763},"components":{"alpha":1.0,"bonus":1.067399091395763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067399091395763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5336,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e499945c9f8d49da74d50dd2244975c623906733afc4882f38ffd08fc8cd83c","formula_version":"titan-u-contract-v1","latency_ms":22.123875000005455,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340657580624295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10725","prompt_sha256":"159b1ee759703d918c2b8bf1d565a786737217bfa7cc599d533523451bfd0042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487773},"components":{"alpha":1.0,"bonus":1.0643756422487773,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487773,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4802,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fef78cd6f1dbfe2da52327359128712ef53896f6491db6a6560c26f9a6f87b4","formula_version":"titan-u-contract-v1","latency_ms":21.539833000019826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915444,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10434","prompt_sha256":"fe6c1947362e8bbdaaf3635c6f4556f829005c28a401455245e03b4228d687a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644311274103178},"components":{"alpha":1.0,"bonus":1.0644311274103178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644311274103178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"0eae592f75afd16ca2469aecb372a2a57f9f9c39bfaa2b71c90e73c5cfc5d39a","formula_version":"titan-u-contract-v1","latency_ms":21.734000000009246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310977940769843,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10658","prompt_sha256":"17c12d2ccbb5b915f149c2d893c8c94bfa6c20e808f2fb9f9202178b1d58f65c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653815},"components":{"alpha":1.0,"bonus":1.0640433643653815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4727,"eligible_count":122,"excluded_count":18,"feature_sha256":"3435f71200bb2c0e9f08282996625880f513573f4dc7983e67dd66d0c4c3b76d","formula_version":"titan-u-contract-v1","latency_ms":21.759583000005023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030710031032048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10016","prompt_sha256":"b3f35cd52067e5a801392a851f4bc14dc72a39982c1e49c14066f7f93386d67c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682393846008955},"components":{"alpha":1.0,"bonus":1.0682393846008955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682393846008955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5408,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdbf52ac127956f392e3eee00eecd24abff021b0c5493c1698891421c249c71a","formula_version":"titan-u-contract-v1","latency_ms":22.117959000013343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034906051267562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10502","prompt_sha256":"a26bc2ce91a82c1760f5378fd50e3c3b589e5ba1beb4d72314058a3047523673","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658944637310486},"components":{"alpha":1.0,"bonus":1.0658944637310486,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658944637310486,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5112,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef53ed1768117c4451a67f77dab831e1f797f4412cd50a003f301dcad5a6fcd5","formula_version":"titan-u-contract-v1","latency_ms":21.812750000009373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325611303977151,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10590","prompt_sha256":"e002ddc21fa52425743320147b54ce043b821ac452b5010573f477a01f2700ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064470265114296},"components":{"alpha":1.0,"bonus":1.064470265114296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064470265114296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4840,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5d016d0aef97edfa10fadcfa2a7ceeff9cbf04ff93fd3cd5ed29c2124a3bf79","formula_version":"titan-u-contract-v1","latency_ms":21.863999999993666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311369317809627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10472","prompt_sha256":"ae7f229bab86bdc48a037588a2eb4ad35f52b5c262b05a473fcb93f4c71917ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714513557845264},"components":{"alpha":1.0,"bonus":1.0714513557845264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714513557845264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5774,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d2a02544626c96199a8ccfd6415c45cd08beaa3e255496beed826aeb229a72","formula_version":"titan-u-contract-v1","latency_ms":22.357249999998885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038118022451193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10178","prompt_sha256":"b8e8b4e7fcbe2d73d27129d9072a08528f61dc514c27b0aaa3b2dd4f791b77c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652262817120124},"components":{"alpha":1.0,"bonus":1.0652262817120124,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652262817120124,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"491bcbba7b20fe70abc30ea2850d9f82c0245e8f168504e2a8007e29f53426aa","formula_version":"titan-u-contract-v1","latency_ms":22.453332999987197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031892948378679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10794","prompt_sha256":"570a5f6784678db2a3c6d3c0250ab158918ce79c93d854072617e3c52f863cb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666414726842377},"components":{"alpha":1.0,"bonus":1.0666414726842377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666414726842377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5224,"eligible_count":122,"excluded_count":18,"feature_sha256":"2265c8e165bcd97ae201ab1dd19981a3f02abf39647e950824983049f4f6f0e4","formula_version":"titan-u-contract-v1","latency_ms":22.78037499999641,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333081393509043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10588","prompt_sha256":"a539b4a403f8bf09ad20f11e6d45d2bdbbee219e46a0109e85674e8f1a0a2d65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4982,"eligible_count":122,"excluded_count":18,"feature_sha256":"931760dcdb9bff8c96e658d5838bf4b10f7a1068bdef9e44149502bfd6c0dca1","formula_version":"titan-u-contract-v1","latency_ms":22.179749999992282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10330","prompt_sha256":"4edf2230b9f75e521bcdd22fa596d97fbb950ffa908760893ef403b33949fe39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675579060699705},"components":{"alpha":1.0,"bonus":1.0675579060699705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675579060699705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5322,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c3a7248c026fd0740b4f20bc737165e36e9f17f3d8807e7dfc5b210c5d435b9","formula_version":"titan-u-contract-v1","latency_ms":22.126291000006404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034224572736637,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10782","prompt_sha256":"b8ad99e818117d3ece9dd79aa71ed90d20780b4eff561aff7058786514bbf2e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064751159309066},"components":{"alpha":1.0,"bonus":1.064751159309066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064751159309066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4886,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5a8f6203112bbc73e8222769e7815aef7ec3c29628b62591452b36bb8828c42","formula_version":"titan-u-contract-v1","latency_ms":21.797584000012193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314178259757325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10303","prompt_sha256":"1767a8754e2700af89b3f9f3727ff33bdc0b2cdf3f8ef65399cf4a3b47c963e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764680419373815},"components":{"alpha":1.0,"bonus":1.0764680419373815,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764680419373815,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6153,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e39e535cb4de7c8e81a61fce93ce931b76990ed8ddcb88316385ab98ec1fccf","formula_version":"titan-u-contract-v1","latency_ms":23.132542000013245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043134708604048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10454","prompt_sha256":"8e7b817340bf53f5b7f6a00ad02bb09337872e4dd624d734472701bbb07ff04f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265752},"components":{"alpha":1.0,"bonus":1.0639867392265752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f1df5ebdcce69d4667607f62566e1347a3c10860aa490c53e25b66ab38d88c3","formula_version":"titan-u-contract-v1","latency_ms":21.437667000014926,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10720","prompt_sha256":"29dc2111597cae127f2a9984f09400811e460ea161089a2ac34ad6382d082b70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"91dfb6a7df5f7ab348e78b4d129af08615ff660ee77c954b7fb1b6276c00b940","formula_version":"titan-u-contract-v1","latency_ms":21.110792000001766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10821","prompt_sha256":"36683848d944a22d4058eaf0eb785f2a9c7e101465df0d2b2073ca5ad154aa35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dde3c251794a4d31e9fe9ba2ad1b8cca72fa39c965a8be0c366109c777bdc74","formula_version":"titan-u-contract-v1","latency_ms":21.889667000010604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_9981","prompt_sha256":"f959bf3668ef0c55d955d5e7c19e471ff3dd7886cdbe107f79461abe98fcac76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662198449721803},"components":{"alpha":1.0,"bonus":1.0662198449721803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662198449721803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5147,"eligible_count":122,"excluded_count":18,"feature_sha256":"40df64effd6ca9d571e85753cef7d040bd31eee1d3fcb8167dd27e4c1137741d","formula_version":"titan-u-contract-v1","latency_ms":21.671416000003774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328865116388468,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10225","prompt_sha256":"cba0431bd32e773afb5fc38dccf6599c592bdbab316c122964e084d434b2c741","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667348289582095},"components":{"alpha":1.0,"bonus":1.0667348289582095,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667348289582095,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5214,"eligible_count":122,"excluded_count":18,"feature_sha256":"44605561fd18605e321cf7d2da245b7ba962bd3344ba9e30348057cb474ed6a7","formula_version":"titan-u-contract-v1","latency_ms":22.965292000009185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033401495624876,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10467","prompt_sha256":"0c523a82ad65759b654adc507010dd14eb864fc12eec60a3196ce868dc7d7828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669178154853354},"components":{"alpha":1.0,"bonus":1.0669178154853354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669178154853354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5259,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cd84bc4a9bef70d1fc19fcfbe74dddac61225d60fbd852aa5d84388d8aa3048","formula_version":"titan-u-contract-v1","latency_ms":21.942916999989848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033584482152002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10915","prompt_sha256":"7346254ddf34debbd6bcb6a260d26adc93d9529d6978cf41ef41c98f81a656b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"89be98433921a6dc515973cd43308c644591af660eb2aa62b56739cab4b9558f","formula_version":"titan-u-contract-v1","latency_ms":21.298000000001593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10316","prompt_sha256":"1ea1d63014af49f97fa646b93437d8ec154459a083188d31778032e5e08cf125","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647223229556144},"components":{"alpha":1.0,"bonus":1.0647223229556144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647223229556144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4887,"eligible_count":122,"excluded_count":18,"feature_sha256":"8940775853adaf05398ce3ead002996511d641a794e114af9ac85c0daffd7b6f","formula_version":"titan-u-contract-v1","latency_ms":21.71549999999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031388989622281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10642","prompt_sha256":"421a056ae6544f5ebe579ebb0b965c5ec2bf28855955605ab84903dd01a9bfd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0788351972439996},"components":{"alpha":1.0,"bonus":1.0788351972439996,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0788351972439996,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6310,"eligible_count":122,"excluded_count":18,"feature_sha256":"70d54bbe0d66829e4afcc5ff617d6554768f93ce87dfc2ed0c9e180dd641d328","formula_version":"titan-u-contract-v1","latency_ms":22.764999999992597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0455018639106661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10094","prompt_sha256":"1035094e2498ba6f68801eec8ed2a4d0a3fd5df3b99a8da830c728464349259c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673285723009573},"components":{"alpha":1.0,"bonus":1.0673285723009573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673285723009573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5322,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb6d50996a8c3e7a0adc7d0a1dbce57650756b0f3cc42e097def7912e30dbfe6","formula_version":"titan-u-contract-v1","latency_ms":22.013167000011435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033995238967624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10039","prompt_sha256":"d7f55bc4bc35b120873fd131eb0fbd0cb29b0d032e27cea4cbd6a76121ef7a4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652098128127154},"components":{"alpha":1.0,"bonus":1.0652098128127154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652098128127154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4974,"eligible_count":122,"excluded_count":18,"feature_sha256":"8370e11acc4285231071f0799f0d0cadb67a57286ab168fda7ce5ca2f631a959","formula_version":"titan-u-contract-v1","latency_ms":22.349666999986084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031876479479382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10921","prompt_sha256":"37f374a3135dc932813408505dbff779fd76340d49a833485acc733c0954490d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681366112592996},"components":{"alpha":1.0,"bonus":1.0681366112592996,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681366112592996,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5433,"eligible_count":122,"excluded_count":18,"feature_sha256":"be4eece1ed9498a874ef9de0289bf344e41ef667cb912a7c5612487174174cc1","formula_version":"titan-u-contract-v1","latency_ms":23.15520799999149,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348032779259662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10194","prompt_sha256":"126fcfa9f19afdb21b7e361eed09fac90504418a489c4247a78c8be7f12af771","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686162196972306},"components":{"alpha":1.0,"bonus":1.0686162196972306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686162196972306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5451,"eligible_count":122,"excluded_count":18,"feature_sha256":"597c2eff8a9ed0c160860acf17baa7d19aa768517cfae151b35927fea1773597","formula_version":"titan-u-contract-v1","latency_ms":23.253791999991336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352828863638972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10141","prompt_sha256":"f69ea4fa4c677c04c8ec411a625f1fdc2a52a27add3dd6e051d87b261c42b034","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706276780468549},"components":{"alpha":1.0,"bonus":1.0706276780468549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706276780468549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5709,"eligible_count":122,"excluded_count":18,"feature_sha256":"5598721cf4ac4228cd6ac93cd99505623e1e55b3b85c4e2bc068479d9c729346","formula_version":"titan-u-contract-v1","latency_ms":22.400333999996747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372943447135214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10633","prompt_sha256":"152385ffff946fd21f7c5abd2095af2f2f843b009310593cccf8f5ffaa475375","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374351},"components":{"alpha":1.0,"bonus":1.0655754057374351,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374351,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5042,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab1ff5c1a58fed55acb65d3ab59fa6d045ba7bf501b00ccd0b540fefb6a154af","formula_version":"titan-u-contract-v1","latency_ms":22.31358299999897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322420724041017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10461","prompt_sha256":"355a623315e0ab8f58d60e5003f94ae51f865dbcbd68fd9d2c438cceb55b423c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"9baed648990837416834a5f171268d05ddfd20151c433faf248c229e1446e335","formula_version":"titan-u-contract-v1","latency_ms":22.136917000011636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10698","prompt_sha256":"3fc089393be7f10494d4d215b964e317d04178af475ef0ed8c191983d53ef418","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654928767065972},"components":{"alpha":1.0,"bonus":1.0654928767065972,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654928767065972,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5024,"eligible_count":122,"excluded_count":18,"feature_sha256":"181d36d95d3c2cd90c8116f9d41038c709debc75daa3376cfa9c4dbff7eb99df","formula_version":"titan-u-contract-v1","latency_ms":22.572374999981548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321595433732638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10718","prompt_sha256":"cbc999d0424e4acafdc1ba9fa231807a8eb02f18b400bba4fea0faf1c447beeb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659007927569994},"components":{"alpha":1.0,"bonus":1.0659007927569994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659007927569994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5112,"eligible_count":122,"excluded_count":18,"feature_sha256":"112b07c447053e9dcb4ca13a9623fce64d2627f37d54a273a2a26dc30e44a955","formula_version":"titan-u-contract-v1","latency_ms":22.58304100001851,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032567459423666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10535","prompt_sha256":"91b0c06b50350d7a7e26ba8e2b13bdc6e92efeda6d1d19d9596c508bb492ee03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665704969667968},"components":{"alpha":1.0,"bonus":1.0665704969667968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665704969667968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5246,"eligible_count":122,"excluded_count":18,"feature_sha256":"01ea7354e3b67380ad377717f912f32f1ff33962ff69f1a8ca22cc40c5fae571","formula_version":"titan-u-contract-v1","latency_ms":23.163500000009662,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332371636334634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10304","prompt_sha256":"d17525e64f1144b80ebde7b3e8695db93e0d1465bbe522c5f226b6a5b75ff3ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682738742066566},"components":{"alpha":1.0,"bonus":1.0682738742066566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682738742066566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5408,"eligible_count":122,"excluded_count":18,"feature_sha256":"362cd37aa65146d5eed4653990d61fd9e323d827fc508776d0664101162599cd","formula_version":"titan-u-contract-v1","latency_ms":22.81820799998968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349405408733232,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10534","prompt_sha256":"6e50020c9cd16eb045fc15faaf80dd54d58d7f371d24e04c1968b4f4f1832a91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888549},"components":{"alpha":1.0,"bonus":1.0642166132888549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"c629345c1e600446d007136cce46cd70be131dde42dbc47efa7db22b025f6746","formula_version":"titan-u-contract-v1","latency_ms":22.48470800000746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10703","prompt_sha256":"b8dac0565858536922a4be3e89a715bd8b2c2d8ea49f29b1ef5bef12a1c39302","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140725},"components":{"alpha":1.0,"bonus":1.0657941911140725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5149,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1bac9ac8e262e5215d377cb0513be648c3ef93568144a3f0674d0460d1ef673","formula_version":"titan-u-contract-v1","latency_ms":23.289374999990287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032460857780739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10266","prompt_sha256":"1f5fc46d0ddf45f7b1ecface3c303e688b0856c97f8268e639cc4b5f17dc3a95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650382365495148},"components":{"alpha":1.0,"bonus":1.0650382365495148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650382365495148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4942,"eligible_count":122,"excluded_count":18,"feature_sha256":"173519431e745f0afb1a81137370c273dd5e1a6d54fcec195c58fc122e4ae547","formula_version":"titan-u-contract-v1","latency_ms":22.0426669999938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317049032161814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10379","prompt_sha256":"d71c3e35efbf55dea86902efc3e24697c5fdf7b605549c4a598356fdb56080f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065085735985606},"components":{"alpha":1.0,"bonus":1.065085735985606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065085735985606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4966,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f8a21df07a2279b70e03da1fc737aa881fc4b4382db65beb1412fd1f59a4eda","formula_version":"titan-u-contract-v1","latency_ms":22.810999999990145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522726,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10047","prompt_sha256":"c9bbbf39af2a92ee8c9b6219cc2a74b40f522f17207dba018d6dc8213695a6f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065417523790556},"components":{"alpha":1.0,"bonus":1.065417523790556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065417523790556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec6a5369d3f776d2ff565d9b4a68ee4b13ca2012b2292114c8d44a84c2645360","formula_version":"titan-u-contract-v1","latency_ms":23.058250000019598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10389","prompt_sha256":"0cb5b4cf4bc5253fc74de6691ace04268d437d2da40626cc348078bf2c9bf813","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652317859566995},"components":{"alpha":1.0,"bonus":1.0652317859566995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652317859566995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc447116401953f0975612e2495008d24d49fd3e86ca006a86daa9652a2d996e","formula_version":"titan-u-contract-v1","latency_ms":23.618207999987817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031898452623366,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10648","prompt_sha256":"7c44b3b131882a66c8c0dffc9bbde15d52f04d6afd75c226dbb0750f471c0505","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724680392965098},"components":{"alpha":1.0,"bonus":1.0724680392965098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724680392965098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5856,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdc686a8f10e65379ae4442d463aaa8954a22df18db8cbdea0942037fafa9a03","formula_version":"titan-u-contract-v1","latency_ms":24.006459000020186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391347059631764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10388","prompt_sha256":"61cfcbfce95183b9c0c168059de6ef6b40c9327df6ebfd9c4725e38109e85e7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697679691468143},"components":{"alpha":1.0,"bonus":1.0697679691468143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697679691468143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5573,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e50f0c0622eae8a7bced56939339343ee6bceb163ea33b71242b269fb976aff","formula_version":"titan-u-contract-v1","latency_ms":24.604124999996202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364346358134808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10086","prompt_sha256":"4047868b1b8e073aac3578748d369e8612aa8e845c0800731df47a119598b9f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657509089838955},"components":{"alpha":1.0,"bonus":1.0657509089838955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657509089838955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5087,"eligible_count":122,"excluded_count":18,"feature_sha256":"110a8dfbfea9dacf2e7a61503f3f1ce5a1045cdedf10add8cd27e79eac9a2264","formula_version":"titan-u-contract-v1","latency_ms":23.738792000017384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032417575650562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10872","prompt_sha256":"47cdb67efaa332e208a0a3e122a4a8e20f1312716b7b4b0338d0400edcf5037f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069006434878902},"components":{"alpha":1.0,"bonus":1.069006434878902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069006434878902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5490,"eligible_count":122,"excluded_count":18,"feature_sha256":"593e18739d0e0f5eaac0668b3084a1b38128ddc91103e3e3131f0bd478fd3a9b","formula_version":"titan-u-contract-v1","latency_ms":23.15104199999496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356731015455685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10867","prompt_sha256":"a184555c567177233809b371189a706fff6174e15a310afffe4968d5b5cdd432","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644010970083129},"components":{"alpha":1.0,"bonus":1.0644010970083129,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644010970083129,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e69a97978eacf25334be645757293c1136513a5bacc270e97b7c28bace26379","formula_version":"titan-u-contract-v1","latency_ms":24.680083000021114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310677636749794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10608","prompt_sha256":"60293db53263d9614d63314645b9986041df6b7aad527bf1139c1d2daffaf7e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653040059062964},"components":{"alpha":1.0,"bonus":1.0653040059062964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653040059062964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4992,"eligible_count":122,"excluded_count":18,"feature_sha256":"646c095e74f1c63fdecb39233a9a5fbda51725c3e18b2a704f30fd4391aa792f","formula_version":"titan-u-contract-v1","latency_ms":23.62933300000236,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031970672572963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10911","prompt_sha256":"afb6c7f50087fac799dc0c6553c27a68706111653963693523c5f35036991b85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590147},"components":{"alpha":1.0,"bonus":1.0654753780590147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5027,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2abae33531703be90d5b93b9a711df2d07f488db69ae34eec16d687a7c196f2","formula_version":"titan-u-contract-v1","latency_ms":25.30337499999291,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321420447256813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10156","prompt_sha256":"9b20f7c79da8723c563e4425234a0e377831f7e306163577abccc4f4fa471eb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657509089838957},"components":{"alpha":1.0,"bonus":1.0657509089838957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657509089838957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5080,"eligible_count":122,"excluded_count":18,"feature_sha256":"f55608fcc97241bb9a1f1bcc1d9b26f416c76db246efdfa276b73e5d82f2a54f","formula_version":"titan-u-contract-v1","latency_ms":28.54762500001584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324175756505622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10159","prompt_sha256":"160c6df85f1d508fa17117c3cf8f3e2fa3327201ab74c6aab4c709f2dacf2c93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066100608672793},"components":{"alpha":1.0,"bonus":1.066100608672793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066100608672793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5122,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e95209708ddd0e6a984bc2d50bd5328234a63823c028c71fcb715f8633538f2","formula_version":"titan-u-contract-v1","latency_ms":25.488875000007738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327672753394597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10101","prompt_sha256":"64935ab1d86ad973ab21e8bb5936f8f358fec6e3ce67a456ad6b93837baae0b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651284546945499},"components":{"alpha":1.0,"bonus":1.0651284546945499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651284546945499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4959,"eligible_count":122,"excluded_count":18,"feature_sha256":"81bd88ff501bcc6fde92778198d5618154914bb0b73526c9a24145b99165bd9f","formula_version":"titan-u-contract-v1","latency_ms":25.138750000024856,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317951213612164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10453","prompt_sha256":"f246a338675a3602858284a8b7744ad5ecb4707ae217efc0f6979576cb3cf774","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0683084797063533},"components":{"alpha":1.0,"bonus":1.0683084797063533,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0683084797063533,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5442,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b650900e66a2b421296e4fd872e35e1919f2d33140caacc8132a9eb766cf63b","formula_version":"titan-u-contract-v1","latency_ms":24.626749999981712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03497514637302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10380","prompt_sha256":"11d717c809a1df0187b1e2d8deca39c5bb854f2951f7bff0467d254bbbb73fd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650963718133677},"components":{"alpha":1.0,"bonus":1.0650963718133677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650963718133677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4958,"eligible_count":122,"excluded_count":18,"feature_sha256":"34a75388a3786c8b49003262a156789d09582a6ed701c49ab6218dd4a802861f","formula_version":"titan-u-contract-v1","latency_ms":23.04329099999336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317630384800343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10360","prompt_sha256":"e4fbb0b4700951278ec732469c55d31a7dbf193f19cfeb0f2362f6f61c40c4e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642805081368352},"components":{"alpha":1.0,"bonus":1.0642805081368352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642805081368352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"aac8f4cfe17202e01e0d0abb9664d5af4046a8803cbfe85da75d82a86ea0fa58","formula_version":"titan-u-contract-v1","latency_ms":22.8600419999907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10053","prompt_sha256":"ec84107212bf1893bb3da7e5936ac2ef2d39afe793425fec6080ed1761a8ba79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649603865872193},"components":{"alpha":1.0,"bonus":1.0649603865872193,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649603865872193,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4962,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad29ffb3a39309a96cf6fe2988410c5dcd1d8cc547475bca1acaa60a18931624","formula_version":"titan-u-contract-v1","latency_ms":22.633708000000752,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316270532538858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10943","prompt_sha256":"62a82d28b17a8c09f434a89b404f8c29a09307adc456ad8c96a9c73ea02c02ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655104410563052},"components":{"alpha":1.0,"bonus":1.0655104410563052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655104410563052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5047,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbffc77914820dc2c31d871cedd7a0a0506484cec4fc236b296629e6e2024de9","formula_version":"titan-u-contract-v1","latency_ms":24.257541999986643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321771077229718,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10779","prompt_sha256":"620907c5a4c36909e731e08d949f00a7a6074e03db15e8fe168d00f64ad89e37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708375226896},"components":{"alpha":1.0,"bonus":1.0708375226896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708375226896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5677,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3632e4672a517d6c9c0fe1834125166fe2b98c60eb4448285a44059ca4da475","formula_version":"titan-u-contract-v1","latency_ms":23.161458999993556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375041893562666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10323","prompt_sha256":"26c5843a94e9fe68da902e5e81658596715e36addb90f60b5d6e320933e475f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711900544779625},"components":{"alpha":1.0,"bonus":1.0711900544779625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711900544779625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5708,"eligible_count":122,"excluded_count":18,"feature_sha256":"444f7d8f5134c81bcb248fc235dd8bb0bbab2f4e59824dab9a9f3dcbb03cf7b0","formula_version":"titan-u-contract-v1","latency_ms":26.149375000017017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037856721144629,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10475","prompt_sha256":"08bb8f6bbe30e4c2480b5661f7ef914d4048ec366e11d634a5cdadaea48148e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655873123834103},"components":{"alpha":1.0,"bonus":1.0655873123834103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655873123834103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5040,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd40bdb46353260712b69748ba3cfb2e6dd903775aa004369696b2a4b4bd38cb","formula_version":"titan-u-contract-v1","latency_ms":26.95545800000332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322539790500769,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10719","prompt_sha256":"d7657250619165833417b9061062fb53219ecd4bc467db8ef341cd4179306f00","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663074281134874},"components":{"alpha":1.0,"bonus":1.0663074281134874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663074281134874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5153,"eligible_count":122,"excluded_count":18,"feature_sha256":"10bddd3c1ab43329afc8de3d29fabc50498f34694dcac7363c2f397bc47828bd","formula_version":"titan-u-contract-v1","latency_ms":24.653790999991543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032974094780154,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10655","prompt_sha256":"997671ff11e435819fbad4b46e425bfcacba25edfd3f8f86f8a35ae2c86bd3ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066113740560781},"components":{"alpha":1.0,"bonus":1.066113740560781,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066113740560781,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5119,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ed1f31907469577c3c871bfd2da0e09795ee143bda68834c417cf57f70034ff","formula_version":"titan-u-contract-v1","latency_ms":25.737375000005613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327804072274476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10172","prompt_sha256":"8a24e73737e222bacd0a4ab2a505fccc5d14cea2bd22dec4fef6611b01fe6624","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0768868651406704},"components":{"alpha":1.0,"bonus":1.0768868651406704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0768868651406704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6350,"eligible_count":122,"excluded_count":18,"feature_sha256":"16c1f8957557459e7a7d6bcbee5c14d1f94d928fc0c6346aaa6570a51de27e7d","formula_version":"titan-u-contract-v1","latency_ms":26.01279199998885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043553531807337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10848","prompt_sha256":"8a8bf1509e1a3fd497249887a54a2449d871048902a9f559d1104c9676e04727","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661798372284574},"components":{"alpha":1.0,"bonus":1.0661798372284574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661798372284574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5134,"eligible_count":122,"excluded_count":18,"feature_sha256":"91640469763446b407bf6f1a91bf79a7ed17e37fadc15fa7130518804a445771","formula_version":"titan-u-contract-v1","latency_ms":27.09416599998349,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032846503895124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10127","prompt_sha256":"6292af0efdf129578fb1873cb2a6f514a75932d1a0757643ee807ae59263bad3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064135597709474},"components":{"alpha":1.0,"bonus":1.064135597709474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064135597709474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cbdf0fa0d11e44e82f853dfe7dd8f4e241329de0927ef4499d7e4ed7620290b","formula_version":"titan-u-contract-v1","latency_ms":22.438124999979436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761405,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10620","prompt_sha256":"095dbba3c1199f91333677ddf1017aa9ad35d3b97cf3446dd78064244bec8f56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606887},"components":{"alpha":1.0,"bonus":1.0638791196606887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"9445e0409627a63d473f1228f0f9bff917b7787fdc8c3694e3d4d108520b4328","formula_version":"titan-u-contract-v1","latency_ms":24.391499999978805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273553,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10465","prompt_sha256":"5ee88b8a75662e71f376ebf726697dac75a127ba34f6dc280ffb0bcc5736ea6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664515086549884},"components":{"alpha":1.0,"bonus":1.0664515086549884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664515086549884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5174,"eligible_count":122,"excluded_count":18,"feature_sha256":"c467b8b320c060394e2ccc688abe1ed7e61be831a584558d908e8ccbb868a707","formula_version":"titan-u-contract-v1","latency_ms":24.26950000000261,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033118175321655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_9999","prompt_sha256":"d27b27ab63bede2b93f082a29afb76abb67c7ff3375fdc2f26cabb43937d6d75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0974629834304208},"components":{"alpha":1.0,"bonus":1.0974629834304208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0974629834304208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7327,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9094f4fd5b6cc3ad073c757eff02ac3c94cd99c3f06a6188366d853a8948a08","formula_version":"titan-u-contract-v1","latency_ms":24.217833000022893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0641296500970874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10374","prompt_sha256":"270ebe6884bd22fb8f9c3fc1e4aef4c18fa24493f74a2045820adf1fffccf973","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519662},"components":{"alpha":1.0,"bonus":1.0647608299519662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4888,"eligible_count":122,"excluded_count":18,"feature_sha256":"a57028cb1e9b72b175cb975e59661f657657c06e3d6cd470a0dfa2564c7dc68f","formula_version":"titan-u-contract-v1","latency_ms":22.792374999994536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314274966186328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10781","prompt_sha256":"089f42113b2444e489f42bd8d6a841afdba3eb72c4fc68ca989c2015c2ea4f6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702572120756768},"components":{"alpha":1.0,"bonus":1.0702572120756768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702572120756768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5619,"eligible_count":122,"excluded_count":18,"feature_sha256":"94247d1221f67eb888e00a039aed17dbce6f300a7ef78365fa193680befbff26","formula_version":"titan-u-contract-v1","latency_ms":23.278082999979688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369238787423434,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10925","prompt_sha256":"266fad5e52010f1dfdfe4b3b9c98c12b2ccd829c5bdfe603c81c3d1caaf824f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065659365281655},"components":{"alpha":1.0,"bonus":1.065659365281655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065659365281655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5052,"eligible_count":122,"excluded_count":18,"feature_sha256":"2287a93c94a80688333089a9219382176ea0057830aaf124338c5932866de1ca","formula_version":"titan-u-contract-v1","latency_ms":23.306542000000263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323260319483216,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10083","prompt_sha256":"c00be9b99ff628aa9cd1511eba1733b3550ddcc30b46e87dd87a5af46bccfbac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704928224012062},"components":{"alpha":1.0,"bonus":1.0704928224012062,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704928224012062,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5642,"eligible_count":122,"excluded_count":18,"feature_sha256":"d92685bde041da8046f0a66b661703e3f4af77ace76ec62b7163760afa8c807e","formula_version":"titan-u-contract-v1","latency_ms":27.406208999991577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371594890678728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10914","prompt_sha256":"e17a4e752bf4dc3fd65b3dac48f0f4e89e370296a5fde650d02afe2808cb589c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"38f5a03db25e902e4129086a847e9a4782c46bfefe7039f044334af40fb6ef04","formula_version":"titan-u-contract-v1","latency_ms":25.499875000008387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10474","prompt_sha256":"d049ecbf5e3c365b2c45820eff18f0d1e9c730d73177adb0719f5cf6a89e3763","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653264757810161},"components":{"alpha":1.0,"bonus":1.0653264757810161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653264757810161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6b1da3cad8ee0f1f188b31c5c578af802769cf4bd1c5a8832cb312b3a2ef3db","formula_version":"titan-u-contract-v1","latency_ms":25.631207999992967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319931424476827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10601","prompt_sha256":"7e8d7948c43688a5b6051e3da14cf833c94406fb9e6f3a72a512bbe060a1ca26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770844942772597},"components":{"alpha":1.0,"bonus":1.0770844942772597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770844942772597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6180,"eligible_count":122,"excluded_count":18,"feature_sha256":"91af787bb744e1b89c16041b946179bcd1b6477cb214d09c7ad353252ff91e5c","formula_version":"titan-u-contract-v1","latency_ms":26.408166999999594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437511609439263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10866","prompt_sha256":"d9982657932dc23b495bd7801898084b697433892af4d01f521e6d22c2022216","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651825107698678},"components":{"alpha":1.0,"bonus":1.0651825107698678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651825107698678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4970,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b29fa3c21b8e9273a3e88d1a1f4f21e8836478b0cb581e6d0fa564c600f0d20","formula_version":"titan-u-contract-v1","latency_ms":24.275915999993458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318491774365344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10847","prompt_sha256":"1c9195b2145c9e5043e1a3c3ad73a06ea917eee0ab2521f6c3363656e45392fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668220952026162},"components":{"alpha":1.0,"bonus":1.0668220952026162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668220952026162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5226,"eligible_count":122,"excluded_count":18,"feature_sha256":"966c99b77766fe376c5ae8719123459e0198d9709711c15341d4dd59dc6d3314","formula_version":"titan-u-contract-v1","latency_ms":22.30170799998632,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334887618692827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10464","prompt_sha256":"1958dbc9c99b121bd95fc62649138521c6d3fbb7f5da8159a4846a0050e4e129","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179366},"components":{"alpha":1.0,"bonus":1.0641393823179366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"79a38236e1a75876b2e905aec56076c5a87949005ccd315773a7cd9ee5cc6a1a","formula_version":"titan-u-contract-v1","latency_ms":21.581374999982472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10005","prompt_sha256":"7f8db2b09d00f74464a2a7ef2934d117453d02ad07df13cd6b76b9acc2245dc7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069699490511237},"components":{"alpha":1.0,"bonus":1.069699490511237,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069699490511237,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5601,"eligible_count":122,"excluded_count":18,"feature_sha256":"75f3cb78b507a2df2042da0281a1a016311263e0299b276d3e42474852700efb","formula_version":"titan-u-contract-v1","latency_ms":24.133209000012812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363661571779035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10490","prompt_sha256":"284d3255faf043a836513b50096de94450ab009affe2df88c2319c6381552245","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069525026004536},"components":{"alpha":1.0,"bonus":1.069525026004536,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069525026004536,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5553,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e8c0e7ec39d9eaa1dca618aaa8256045e2bcc747de40ccfceb5516447975738","formula_version":"titan-u-contract-v1","latency_ms":24.594000000007554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361916926712025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10497","prompt_sha256":"9a8a5c69eb5a1706a4670803714eabd0e9f23b6f49a32bab55188b3adcc5d98b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665704969667968},"components":{"alpha":1.0,"bonus":1.0665704969667968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665704969667968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5284,"eligible_count":122,"excluded_count":18,"feature_sha256":"20313d83613a393058e72a8888dc0e51b2d9a917526cc9ed6b87695badbe76da","formula_version":"titan-u-contract-v1","latency_ms":24.881666999988283,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332371636334634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10090","prompt_sha256":"16b40a4b86d34d95f239f16b4fcbf4d3410c3da9383de17b726ec63e85f2e0a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657202120221327},"components":{"alpha":1.0,"bonus":1.0657202120221327,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657202120221327,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5066,"eligible_count":122,"excluded_count":18,"feature_sha256":"7449ee53a76a2e5ab59106f54bb309d23940b010e41bd6c54b07aa4bb700a5ea","formula_version":"titan-u-contract-v1","latency_ms":23.57541699998933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323868786887993,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10061","prompt_sha256":"5215396a0f78a5afbe1cf37680bf8b4ed33990ba009ebfa6c62f7cf8baa335ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673990913957627},"components":{"alpha":1.0,"bonus":1.0673990913957627,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673990913957627,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5308,"eligible_count":122,"excluded_count":18,"feature_sha256":"64ff2b747111df50970bcd934c3c3269850eb500743f3b6e152e1b98254b8f13","formula_version":"titan-u-contract-v1","latency_ms":23.02699999998481,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340657580624293,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10287","prompt_sha256":"fda37d784de872d7b6e5ce01b01da15abd5e25fc658168f37d8ba653dd14db95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067352013307934},"components":{"alpha":1.0,"bonus":1.067352013307934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067352013307934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5296,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba3ec65112ee225e26f330a6b94be07885b0828d1281e7236ebe09c322ce908d","formula_version":"titan-u-contract-v1","latency_ms":22.98062500000242,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340186799746005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10855","prompt_sha256":"88286f6bd75956ec91b746b3ed874ba33635a7901b7772df648a08c2006cef6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642443365188747},"components":{"alpha":1.0,"bonus":1.0642443365188747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642443365188747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc449ac0a0f7d970ae8a35dee4a688175e3630e8676d21afd3dcaaf3bb3ef956","formula_version":"titan-u-contract-v1","latency_ms":24.372875000011618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309110031855413,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10035","prompt_sha256":"91eb363d8fd56c9c21e1ada7ee4e8ae4aade72c0c09618e2c33bd09dcbd6502c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697581648438117},"components":{"alpha":1.0,"bonus":1.0697581648438117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697581648438117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5572,"eligible_count":122,"excluded_count":18,"feature_sha256":"18091ea2705dca1a18527cb5ab01364b7174b93e23996ecade2d251a30e3950c","formula_version":"titan-u-contract-v1","latency_ms":23.800040999987004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364248315104783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10001","prompt_sha256":"0b0b5ebab79eb75f9f070d01a77c169ad66bdcf38ec142f7dda27ac32a8a2444","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646373942568428},"components":{"alpha":1.0,"bonus":1.0646373942568428,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646373942568428,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"3417365ccdfb09b1021338e7e7c353b36850da4ad1f693ac2d0feff1f5f501e6","formula_version":"titan-u-contract-v1","latency_ms":21.939500000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313040609235093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10055","prompt_sha256":"5f6e8cb37f6f119de8d79d5d42eb2257e987d644810391fae164c4be72cfb783","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069856532437878},"components":{"alpha":1.0,"bonus":1.069856532437878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069856532437878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5575,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c1079ddd5505f0347a52b7c1bf7f17f862baba981292558e9492a62ba8139b3","formula_version":"titan-u-contract-v1","latency_ms":21.760416000006444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365231991045445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10064","prompt_sha256":"243d54bdd4c395ee7d25d08d3dee6769bb187881c9bd4b346e640e7d80ba1876","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665704969667968},"components":{"alpha":1.0,"bonus":1.0665704969667968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665704969667968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5193,"eligible_count":122,"excluded_count":18,"feature_sha256":"38203565d092587b786d9aea96b3e7c8e66cb7465a7cbab7af9bb858ae53f4db","formula_version":"titan-u-contract-v1","latency_ms":23.364334000007148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332371636334634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10223","prompt_sha256":"3ef17bbb30f911210e28c59065ca2653a11d29b157aff4f6ca57b452b5f672e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674306220136744},"components":{"alpha":1.0,"bonus":1.0674306220136744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674306220136744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5306,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e3724fa9acf930ecb666a598be1874ef0db1a007a582e445236d46bf48c1ba3","formula_version":"titan-u-contract-v1","latency_ms":24.469792000019197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034097288680341,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10291","prompt_sha256":"57a9f5bb3706965e71a513d1026e235bb62385600d3e75ce627522143b55f000","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765512971115216},"components":{"alpha":1.0,"bonus":1.0765512971115216,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765512971115216,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6142,"eligible_count":122,"excluded_count":18,"feature_sha256":"b93463284018c3ff3ff9ac848f4f10f13f0b982530399e7cec2a60b890d29ce7","formula_version":"titan-u-contract-v1","latency_ms":26.833124999996016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432179637781882,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10493","prompt_sha256":"5311169999b20fd88922e702620fbd3cacc7ab6cb846743032f5fd275d6ebbc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655516800289415},"components":{"alpha":1.0,"bonus":1.0655516800289415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655516800289415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5032,"eligible_count":122,"excluded_count":18,"feature_sha256":"945f6c2b4eeb339e51e28b3d595caab97b3fa1cccfaab00879e59e7471f81a1b","formula_version":"titan-u-contract-v1","latency_ms":22.87554200000841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032218346695608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10632","prompt_sha256":"9a8d09bf3674e6ce94112134fec4bcf4bcff35210f1e06991234ae78c4823011","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681793066943395},"components":{"alpha":1.0,"bonus":1.0681793066943395,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681793066943395,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5397,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b262123adcefd55b929ea7caa597ed5eb746f3d1bd0dd87770c7b63e62ac33f","formula_version":"titan-u-contract-v1","latency_ms":22.79366700000196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034845973361006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10929","prompt_sha256":"10e22381808614bc0d6e6c829d34291391becbb4780ef32279b95ce0084e821c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703694200193221},"components":{"alpha":1.0,"bonus":1.0703694200193221,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703694200193221,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5633,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d26cd8a72caa7e78dda16559796959ba585c72abe0a280ecf3307383c30064c","formula_version":"titan-u-contract-v1","latency_ms":27.503708000011784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370360866859887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10793","prompt_sha256":"6510427060d6ca981f1ba132c8c98afaac2cc1637a91de19aadd97e1c112d95d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663550981321845},"components":{"alpha":1.0,"bonus":1.0663550981321845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663550981321845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5171,"eligible_count":122,"excluded_count":18,"feature_sha256":"17198bae81ca041cd89eb42c7646832a1cc31b7e41fd7e420b3ee0254efa63c3","formula_version":"titan-u-contract-v1","latency_ms":24.297082999993336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033021764798851,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10798","prompt_sha256":"284d0a302358e99eea7b07ff2e31fbb43b82ef9e22c9a165664cefcb690c8deb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065406040554492},"components":{"alpha":1.0,"bonus":1.065406040554492,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065406040554492,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5009,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2941d5b201da16720cfe29878e9f543ad61de4f529a36c937c7adb3b72a6e17","formula_version":"titan-u-contract-v1","latency_ms":23.477167000010013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320727072211586,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10832","prompt_sha256":"965a2eeb7edf4db8897f8334056ea659e1a9c920a26c132aa6476ed2068cbc9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685983956800609},"components":{"alpha":1.0,"bonus":1.0685983956800609,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685983956800609,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5447,"eligible_count":122,"excluded_count":18,"feature_sha256":"953ee8abbe8aa667ff2c64d7f897f17bfd6873a2cb42e3731a94180af904cca8","formula_version":"titan-u-contract-v1","latency_ms":22.96654200000603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352650623467274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10863","prompt_sha256":"badbe3b1d8bf6c26888ddf62f9e2d572f816b50d879ef307c2856276c99a08db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0693149676311464},"components":{"alpha":1.0,"bonus":1.0693149676311464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0693149676311464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5524,"eligible_count":122,"excluded_count":18,"feature_sha256":"34e4b3667a19dde00ae92f3799cf4afd7f9827ad9a0e33b4f34c6b3a61e996de","formula_version":"titan-u-contract-v1","latency_ms":24.30600000002414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035981634297813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_engineering_10868","prompt_sha256":"b6175dcc3e4b664749258e15c1b96e5effa070a3416e7dc58de591daa57e90bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"92f08a95e1d3d4ffa5b593fad6480ed34a641d9e2fbccf539470e258c77b8d92","formula_version":"titan-u-contract-v1","latency_ms":23.77441600000907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5482","prompt_sha256":"81dc4f162c625ae6c4ab490553e3ac5b7d2d20fa6774a18d5c0d191508eae42c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642845638326717},"components":{"alpha":1.0,"bonus":1.0642845638326717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642845638326717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"18ced70817e73810fa6893a823872fcaebe60b1f126ad361407d417c6de38ccd","formula_version":"titan-u-contract-v1","latency_ms":22.909334000019044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309512304993382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4940","prompt_sha256":"fe8815d1077f3c88721700eac9de4f64c86a2a2b74cd0efaac9957c4d163a12a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064536812421252},"components":{"alpha":1.0,"bonus":1.064536812421252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064536812421252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"160aaf8256371bf2e6b3ceb3f08e1f7f54be3dfc2cddd608cb667521e888db73","formula_version":"titan-u-contract-v1","latency_ms":23.230667000007088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4937","prompt_sha256":"8a2b6d5cfad3c3541a845566da7e81cf3c31034f08ce3759f594829cfbbba5ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642087583035578},"components":{"alpha":1.0,"bonus":1.0642087583035578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642087583035578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"b64d91309e7263721b696e9a69e36173c3d2202de12de6a5b3257d88e48120e6","formula_version":"titan-u-contract-v1","latency_ms":23.418083000024126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308754249702243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5213","prompt_sha256":"ff82b4d91210da061ebf7d87c2355d3cb7025cef49b832906c41f0886a25f62c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645099958431579},"components":{"alpha":1.0,"bonus":1.0645099958431579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645099958431579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc415b292b55303f870cb84e7db8ca323dfb20feff2e1a67a8608259eb2f2147","formula_version":"titan-u-contract-v1","latency_ms":22.369667000020854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311766625098244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4981","prompt_sha256":"05606a59f6cc3348ccb9d786584179a8944389d5c035a7f31e21f543b01b8042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658944637310486},"components":{"alpha":1.0,"bonus":1.0658944637310486,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658944637310486,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5090,"eligible_count":122,"excluded_count":18,"feature_sha256":"922d6a03a39403774f8bdd5b51449a354bf25a03d090cc0a5622d0798e86cdc5","formula_version":"titan-u-contract-v1","latency_ms":23.487875000000713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325611303977151,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4985","prompt_sha256":"2d1fc52f1547795e7df7d0c566d5e7214ab7535de4fa77eec5bf09d3b745dd1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658128500116706},"components":{"alpha":1.0,"bonus":1.0658128500116706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658128500116706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5078,"eligible_count":122,"excluded_count":18,"feature_sha256":"628ad4f6e28c0ad63a0a7586d6a01abb73775bef4745a63dddeb8063ebcfc883","formula_version":"titan-u-contract-v1","latency_ms":23.995417000008956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324795166783372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5088","prompt_sha256":"0b4d314bf759cb76c566615febc553bb1c628ec90f60204eb6bcf3801ca93a68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687598537557443},"components":{"alpha":1.0,"bonus":1.0687598537557443,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687598537557443,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5464,"eligible_count":122,"excluded_count":18,"feature_sha256":"281cf7db3d602c1902cf4cea2fcfe9091b28a8ef0e6399553faef58d95adbeff","formula_version":"titan-u-contract-v1","latency_ms":25.274125000009917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035426520422411,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5090","prompt_sha256":"b20cd297e7472c13cdffaccf078424b89c4b494ec97c2c61ad9f456ecf691e2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654232763613247},"components":{"alpha":1.0,"bonus":1.0654232763613247,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654232763613247,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5012,"eligible_count":122,"excluded_count":18,"feature_sha256":"df6d1bc925f08b7c12aa0543c895a57b2ce9f711e938c944abf4b7f56f49568b","formula_version":"titan-u-contract-v1","latency_ms":25.95304100000817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320899430279913,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5372","prompt_sha256":"8720f6fecf44716ab8968cdd2b0dc60387b2cd81b405871a314ce5a61b5db656","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"29d1ea8639a3bad93d3f2abf0fd0fcd6336e93f5a5600d87fb40a5387b646c5e","formula_version":"titan-u-contract-v1","latency_ms":24.145916999998462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5218","prompt_sha256":"1bbdd85977947f58030209722ab759136b29cfc149e54cd0eb33271033ec2bd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652760829064454},"components":{"alpha":1.0,"bonus":1.0652760829064454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652760829064454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4986,"eligible_count":122,"excluded_count":18,"feature_sha256":"8af5d7fcde976828822bcf70c4cd5da0e3f3d5f121b5abe5746c13309680dbe1","formula_version":"titan-u-contract-v1","latency_ms":30.637374999997746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031942749573112,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5256","prompt_sha256":"e9c3182cbb8147f55d6fc2ed9eec8dec18ac6ab536fa7d2c1bc21cd6d3fda4f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447357},"components":{"alpha":1.0,"bonus":1.0649246195447357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"2583a5c7cf2cd83a551da4f3f37e5072cf6f4cab94877c01c8b810d51e7fd4bb","formula_version":"titan-u-contract-v1","latency_ms":24.77075000001605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315912862114023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5503","prompt_sha256":"87560d94b05e691a9ba79ec7de527e12711bcbdab5912573101d5e7601c27802","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649965118780904},"components":{"alpha":1.0,"bonus":1.0649965118780904,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649965118780904,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4935,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f9f1999d9459338e4e0225e0a3c323d2e5f794864514797d48c008d128aaba0","formula_version":"titan-u-contract-v1","latency_ms":26.26699999999005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031663178544757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5542","prompt_sha256":"3d9d586152fd3a794209af1dbcaf67bcc00e827f588aad6df456101227db9601","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660548766362827},"components":{"alpha":1.0,"bonus":1.0660548766362827,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660548766362827,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5116,"eligible_count":122,"excluded_count":18,"feature_sha256":"400fe8d07918c568abbc4b7007aa4d0aaa5da868be132084c0ee10c4f73fb496","formula_version":"titan-u-contract-v1","latency_ms":24.655292000005602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327215433029493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5576","prompt_sha256":"ff557dbab352cc50ed2ea9c17ba460e5e9cbb1fc6a66ff4c2c184bf0288824e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4896,"eligible_count":122,"excluded_count":18,"feature_sha256":"6863028eb22a05944bc306c66328ec78935e857ffa8171f3ae0b24ac03502e23","formula_version":"titan-u-contract-v1","latency_ms":24.78483300001244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4859","prompt_sha256":"45c1289d23588ad35acbfe1ca533ccb306cdbe591f8f1fe7c8f96b7e875ea331","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"446dced238891013e2f9b66bdadfcc723989d422d6ce170b5f5640dafc2786fe","formula_version":"titan-u-contract-v1","latency_ms":25.889415999984067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5149","prompt_sha256":"437c312e681150690cccb94af774dbbc843778c33693f6015cef793dc9173010","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065101700689892},"components":{"alpha":1.0,"bonus":1.065101700689892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065101700689892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4954,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e40df5cc6aab1eaed8e476e97016da2ffa9d71a3d8b973a4ffd00fddd6e5c0c","formula_version":"titan-u-contract-v1","latency_ms":30.56045899998594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317683673565585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4865","prompt_sha256":"8785bb0e53bc32d59951892087251d96ee3c73be8f5c69a00bfac42a3d472850","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce5e3521b8329e01590ee45a27d3b791df9b80a1cbb2653fead7d4513bf76674","formula_version":"titan-u-contract-v1","latency_ms":22.668291999991652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5271","prompt_sha256":"e00b432b2fcc6db58e8c17370de7f4c0989c9d0626a52523565ef8738a6653da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fe21780b12c4c4d5d248f3b07baf2f4f27e9ca3367bdc6ec6427975041cc742","formula_version":"titan-u-contract-v1","latency_ms":26.227875000017775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5100","prompt_sha256":"4a67d2c8df47ed72374abdd3c87ab3b5c02f47f29ccf52878494a32e5d939e9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647080035448686},"components":{"alpha":1.0,"bonus":1.0647080035448686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647080035448686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"883d0cf729d6c4700f11c7853c2bb5ef7e84e815c16a030eb38ff4c794508358","formula_version":"titan-u-contract-v1","latency_ms":26.440540999999484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313746702115352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5027","prompt_sha256":"ba285cd2bfafe8e746bb558ee4bfcc0f9fd5a1bf4200fb5b82feae133fe4146b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649603865872195},"components":{"alpha":1.0,"bonus":1.0649603865872195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649603865872195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4927,"eligible_count":122,"excluded_count":18,"feature_sha256":"02f9df071744b3cb63908027973834c334d7d2e329f3432329357b520d9b9660","formula_version":"titan-u-contract-v1","latency_ms":26.481417000013607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031627053253886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5048","prompt_sha256":"d4ecbfb63906798e6289626f9b94ba5b395776dcc1879326150fc9d14fde79ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712038},"components":{"alpha":1.0,"bonus":1.0645413074712038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4840,"eligible_count":122,"excluded_count":18,"feature_sha256":"f084b564dfe4bee651e5b8b2a5cde49eaaf225cad1369c3cd604df86bd1b09bc","formula_version":"titan-u-contract-v1","latency_ms":30.31091700000843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5155","prompt_sha256":"2dd08781dc7edab161a5cac933c09b90ba3b81477e366e4045c04b56e9718039","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487787},"components":{"alpha":1.0,"bonus":1.0643756422487787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4802,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bf9de31837b60f9212f867f9fbc7dfc9993091dd5c07e980734959681dd6f2d","formula_version":"titan-u-contract-v1","latency_ms":32.34179199998266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310423089154452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5109","prompt_sha256":"94dfba78133dc9f09b8b5c614a9494a77d799cccc25db4f320372a54ca9b1228","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608206},"components":{"alpha":1.0,"bonus":1.0647463349608206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4882,"eligible_count":122,"excluded_count":18,"feature_sha256":"adda438090e965b4475c4424bae5857c87b6ab98161a01f65bddeb2ad6762529","formula_version":"titan-u-contract-v1","latency_ms":24.582542000018748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5318","prompt_sha256":"377a300b4c4fbddfc8764ad0333d97a35f767cab0219b3777503d83ddc820750","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649552550753012},"components":{"alpha":1.0,"bonus":1.0649552550753012,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649552550753012,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4926,"eligible_count":122,"excluded_count":18,"feature_sha256":"75ac942db9bf63b7dc16e787ca50ce1590468002460560ffe13c96b0c929d552","formula_version":"titan-u-contract-v1","latency_ms":27.190125000004173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316219217419678,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4871","prompt_sha256":"f5ed3f009b4060af8ee0204359e019f4bfb37e337dce554d0593318325065106","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180656},"components":{"alpha":1.0,"bonus":1.0644571533180656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a6056b116d7ee9a3bc47ddb7b00a5ab1ffe9a674af8263e7dc8dd3dc88f136b","formula_version":"titan-u-contract-v1","latency_ms":21.57562499999699,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311238199847321,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5206","prompt_sha256":"3c4539d1e51bb09b7d99fad2ede1adf72326c0e5b61554659ddb8b5f0b29c017","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663142162667156},"components":{"alpha":1.0,"bonus":1.0663142162667156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663142162667156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5155,"eligible_count":122,"excluded_count":18,"feature_sha256":"a457c16c6fb0ef1f9ba9429bf67d0d94eb56933587e20a95cdf31e90c97dcc16","formula_version":"titan-u-contract-v1","latency_ms":24.687875000012127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329808829333822,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5475","prompt_sha256":"1126c75b17082b14f3a39d21498a171772c7e593f931be7d4d20b5263fa5c176","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674543462134574},"components":{"alpha":1.0,"bonus":1.0674543462134574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674543462134574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5310,"eligible_count":122,"excluded_count":18,"feature_sha256":"6cad87f4c81b5abfb5b3b3eaf1de7099f09dfd460c20367e5e000b866a1a822e","formula_version":"titan-u-contract-v1","latency_ms":25.310292000000345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034121012880124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5400","prompt_sha256":"e62c947413afa32a7125f401c2de8e06abfa3fd99954225a290e0cc4a95a3017","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06405419049619},"components":{"alpha":1.0,"bonus":1.06405419049619,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06405419049619,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ae5538f229f3ed425616cfa7040fc1dba666fd3898087080d7907b1a2f58a53","formula_version":"titan-u-contract-v1","latency_ms":26.695458000006056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4932","prompt_sha256":"0a0660be7c8009148487209b6c1afd97b1f513bde79f1dffa1e0c7384ec3b81c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681793066943397},"components":{"alpha":1.0,"bonus":1.0681793066943397,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681793066943397,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5398,"eligible_count":122,"excluded_count":18,"feature_sha256":"34baeefac0a96eec17a06787681428d1c6212f599d6e2ea69dc24373d54304da","formula_version":"titan-u-contract-v1","latency_ms":26.415541999995185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348459733610063,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5191","prompt_sha256":"4b658f4a861eb905c9199bd8784b5348077a59de115633e511a7214f57d67ac2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647705298560812},"components":{"alpha":1.0,"bonus":1.0647705298560812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647705298560812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4889,"eligible_count":122,"excluded_count":18,"feature_sha256":"3216027d84557658565cbaafb65108ebdbdf725f20bb5f7cc3e957679ce50f10","formula_version":"titan-u-contract-v1","latency_ms":24.196500000016385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314371965227478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5491","prompt_sha256":"173e888834ac03414571c3503d2dafd4dc5de241fb9d5869197c798147d645dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654812036411059},"components":{"alpha":1.0,"bonus":1.0654812036411059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654812036411059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5022,"eligible_count":122,"excluded_count":18,"feature_sha256":"87a69bfe7f11defc8a603761b1e5d5500f2e76367e8befa99e7a587d1964db20","formula_version":"titan-u-contract-v1","latency_ms":25.55904199999759,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321478703077724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5102","prompt_sha256":"36a9166b9277b86bbcbc8f4a6f8281794cb3bc06e04f9cba419b392f7346f681","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661203174360763},"components":{"alpha":1.0,"bonus":1.0661203174360763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661203174360763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5125,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d7d9319e96d67fd371f67d387e7cc81b63b3241ab451cfa03dd31b67fd9d322","formula_version":"titan-u-contract-v1","latency_ms":26.0273750000124,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027428,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5154","prompt_sha256":"d504cd2caa758f63da210b7309d077824e41094dbf5ed373a018ec066afce198","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645099958431579},"components":{"alpha":1.0,"bonus":1.0645099958431579,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645099958431579,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4833,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0279d510970509f7bd02c11dc8f9bd2846f697ae9e0610ac33a5b6b8a8e756c","formula_version":"titan-u-contract-v1","latency_ms":24.327042000010124,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311766625098244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5044","prompt_sha256":"e0876fd50eddaafb4dfbea05b026f8b29bebbd38635683101349d178872b3c3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"c861d9d8fe9abcc21e2f8ff392e4a2f567998c5c9a261dc1c3342ef4f04fc620","formula_version":"titan-u-contract-v1","latency_ms":29.48741699998436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4914","prompt_sha256":"bc0a03de248577e654b39b92ffc2413f023b5e63f7b8133267b564a2d1da1494","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c4fe9660cf1126dd294a77295d4b46542469ccc60e5c5b599e69e1a46d3d75d","formula_version":"titan-u-contract-v1","latency_ms":26.871957999986762,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5151","prompt_sha256":"908a2f88b1f6870c204f9a1f3daeed343b7c5805244f7f0b969ad7bf11e603cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659453001033872},"components":{"alpha":1.0,"bonus":1.0659453001033872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659453001033872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5098,"eligible_count":122,"excluded_count":18,"feature_sha256":"e46bfc486dc1b21ee4b8bf91ce16c695474bbdc29b3767b63706f48817397710","formula_version":"titan-u-contract-v1","latency_ms":24.0440829999784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5210","prompt_sha256":"58b719d4afa52a8bad61781241ba4b748f325bd400daafc1f50de1f7a5c10c08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671281553777878},"components":{"alpha":1.0,"bonus":1.0671281553777878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671281553777878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5271,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f38bf54ff18257b771c849bc4a726ab6a7c8d7b2782a3d2a5f259a48ad8f023","formula_version":"titan-u-contract-v1","latency_ms":29.0797909999867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337948220444544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4917","prompt_sha256":"71f89b84bc4ddaa3bb449144d8e40b9a582eeb1edfcef0c739547076828ae396","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645189054215993},"components":{"alpha":1.0,"bonus":1.0645189054215993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645189054215993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccf7757fdf7faa85fecead31316e6b173e2d5f5682ce89f6605a1c5aef7e6561","formula_version":"titan-u-contract-v1","latency_ms":25.721083999997063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031185572088266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4939","prompt_sha256":"a4addff8ad89748ed409f0e36661e11782cb1dc65fa2fb8a18eb00a94414246f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594011},"components":{"alpha":1.0,"bonus":1.0637700093594011,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594011,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"421fac3471437e4227f2f20311b40d68b424ec6a10b9247d8459d9abc5cc4732","formula_version":"titan-u-contract-v1","latency_ms":24.787500000002183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4946","prompt_sha256":"70fcfc7c8459184c4f9f3d8e3d9c6a0b90ec357c26e85bad7148774abb98ae19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"e03aa4e8ace376ee74356ba7f7cbd3bad69be8430792e26fa7fce5e0245a4173","formula_version":"titan-u-contract-v1","latency_ms":24.722875000009026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5211","prompt_sha256":"c0f3f886eb88fa00d157ed2a14904230a633d0d46954a0031982a7c44a2e1378","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658755204056427},"components":{"alpha":1.0,"bonus":1.0658755204056427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658755204056427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5087,"eligible_count":122,"excluded_count":18,"feature_sha256":"288516416933a2907f94afd80ba2af2cba34a565adf050ef0721fc32c066fbfc","formula_version":"titan-u-contract-v1","latency_ms":25.019834000005403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5509","prompt_sha256":"771ad24b087e282ab08ee200e03c62fc252e2beb2ee7246d755c44ead9d4c718","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0672974193026046},"components":{"alpha":1.0,"bonus":1.0672974193026046,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0672974193026046,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5289,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e0c514372fcbf745c2d53d31c62ce137923f9d4fa15dcf54e48601466294dde","formula_version":"titan-u-contract-v1","latency_ms":24.146916999995938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339640859692711,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5209","prompt_sha256":"e47cd86f8db01932572e3609ad5321fe16e727ebcdaafc09d309c23c7cf8eb68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065875520405643},"components":{"alpha":1.0,"bonus":1.065875520405643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065875520405643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5087,"eligible_count":122,"excluded_count":18,"feature_sha256":"09fda748d9c137ff4538a4d9325e3f30d123831e14646a7769807e4d533e91a9","formula_version":"titan-u-contract-v1","latency_ms":22.88504100002342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4938","prompt_sha256":"e36588b3b670093d3eac4bf11a353a3292c78e7480a5a5c890f89eec595df5bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772428},"components":{"alpha":1.0,"bonus":1.0641280504772428,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772428,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"17837cffa270fdf73393e01e88b83aaf5ac17ab3bb4c2fbd65bf7efc5d8202f0","formula_version":"titan-u-contract-v1","latency_ms":22.73941699999682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439094,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5539","prompt_sha256":"793ef41610f9b262a5fa91bea84e6e10ce21566494f3eec47a64104a9f148a37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889847},"components":{"alpha":1.0,"bonus":1.0640981546889847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"114563e79f28e75b62b0164ecfeb8461d80dd2ec46caeb11cf6adb1fcdacbfa6","formula_version":"titan-u-contract-v1","latency_ms":21.9237919999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5134","prompt_sha256":"de7f102adb60d0d942becb8928df71c8c624274e8544faccf58ab29c783e1600","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130048},"components":{"alpha":1.0,"bonus":1.0648992910130048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5c6ef06c53da5f6786df6708991bf4680dadef67e19814cd10973f33b024cc9","formula_version":"titan-u-contract-v1","latency_ms":22.748457999995253,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5037","prompt_sha256":"fe5c3e03a2ddcc884d113d0a375f96612fd7762e0a7600984a24043ae86c7c2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655104410563043},"components":{"alpha":1.0,"bonus":1.0655104410563043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655104410563043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5027,"eligible_count":122,"excluded_count":18,"feature_sha256":"f425d71a8688d459085337a0feb4c864efa8798eeed24d9e3b359c83d9b4be11","formula_version":"titan-u-contract-v1","latency_ms":22.571875000011232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321771077229709,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4857","prompt_sha256":"42f42f2ea900f7335e19783afe76f0df3cd6b2ccd61162e23b25cf7da093aec3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667203864239683},"components":{"alpha":1.0,"bonus":1.0667203864239683,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667203864239683,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5212,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f751addb5f687d98a2fe92eb7eeed47827958e2dc36765e1f05c443797acebb","formula_version":"titan-u-contract-v1","latency_ms":23.19520899999361,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333870530906348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4868","prompt_sha256":"b73688ea5b310b346d76e6d3b3f7eb6c5f83bab0d5a8965f154cd150ef040e72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663074281134872},"components":{"alpha":1.0,"bonus":1.0663074281134872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663074281134872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5151,"eligible_count":122,"excluded_count":18,"feature_sha256":"7de4377465478d9a94d10282cad07bc22ccd52c9a51e3e6d589499bd07228cb7","formula_version":"titan-u-contract-v1","latency_ms":22.44095800000423,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329740947801538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4869","prompt_sha256":"b34ff7124431d2f95b569bff86cdddc84d2a3f44a9df905f874b9b398d0e36fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065091050245236},"components":{"alpha":1.0,"bonus":1.065091050245236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065091050245236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"222268a0b84d833857ea4f3fe3ff048bc891c72122e0e3e50ef9e0929ad471be","formula_version":"titan-u-contract-v1","latency_ms":21.903957999995782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317577169119025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4908","prompt_sha256":"c77adcc11467f5992fa2ee1e2aab57ca116811e01ff19b94c7b0ef429b28622c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665493461685212},"components":{"alpha":1.0,"bonus":1.0665493461685212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665493461685212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5188,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5faa51858ebfed915a265de2c0888efb954cf0161dceef930cc6c41e93be838","formula_version":"titan-u-contract-v1","latency_ms":23.712208000006285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332160128351877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4926","prompt_sha256":"dd1516b70b317a6a435dcbb5779dc871dd8b67b76fcc371f763c61b271d064cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066451508654988},"components":{"alpha":1.0,"bonus":1.066451508654988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066451508654988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5174,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d5cf9e7a92f6b21811921f17df08a3962a1a0bd9647a6adab1972d87f9ffc6e","formula_version":"titan-u-contract-v1","latency_ms":23.00891699999852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331181753216545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4936","prompt_sha256":"b2a67428d41158c612bdf245b4e3fdb5d96a92565f0d5639a308a67b222f5611","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688505654440195},"components":{"alpha":1.0,"bonus":1.0688505654440195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688505654440195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5474,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5a1061d4f57ec9d8c98a30a5f8e14755a1ba214f4754d561c8840cd22a85a4e","formula_version":"titan-u-contract-v1","latency_ms":23.396125000004986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035517232110686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4962","prompt_sha256":"005864d8234eefe9c6462d218340fd9949e3862eddac42725f753867554d6128","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650225349728522},"components":{"alpha":1.0,"bonus":1.0650225349728522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650225349728522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4940,"eligible_count":122,"excluded_count":18,"feature_sha256":"9da0522b87eb1ad1b48e6f2959718fe50a8822ee35bef4e7f676dd127ef59579","formula_version":"titan-u-contract-v1","latency_ms":22.639458000014656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316892016395187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4969","prompt_sha256":"0f4493d0b61093db02ab8a5469702f40f874bd706e70c873933d5d9630cc1c30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657632388340292},"components":{"alpha":1.0,"bonus":1.0657632388340292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657632388340292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5073,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1a476246b704435f151e7c4422545cb409f67d709b6c008a321d31d9231c5fd","formula_version":"titan-u-contract-v1","latency_ms":22.43133300001432,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324299055006958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4980","prompt_sha256":"ba5331aeb2c303fd0b4bfc707c2d293916d942b8c383d8a7e889aea966e50524","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668220952026162},"components":{"alpha":1.0,"bonus":1.0668220952026162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668220952026162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5226,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0f983b0b436924612ba7a1287cf9efba198a8c6f4d9f64a2c641b6a5ab1adab","formula_version":"titan-u-contract-v1","latency_ms":22.708209000001034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334887618692827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4984","prompt_sha256":"8abec4a621c07e59998223f953240e0591755ffd72786f599c2d16f39bfa5337","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645055520346054},"components":{"alpha":1.0,"bonus":1.0645055520346054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645055520346054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1b7dae4cda78600108c48dc44a6b06fd0a3f8fd028a7429eb9e0f947767c751","formula_version":"titan-u-contract-v1","latency_ms":21.845166999980847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031172218701272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4987","prompt_sha256":"99611d7233b4edeb89c00185fb72a912669dac963e878bef192443591e6d9fa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652483425239392},"components":{"alpha":1.0,"bonus":1.0652483425239392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652483425239392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4976,"eligible_count":122,"excluded_count":18,"feature_sha256":"1957f100ea9834f45c4a736d7ee6f1a846bf7a7976fe73ee5689b7c5795a0268","formula_version":"titan-u-contract-v1","latency_ms":22.205583999976852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319150091906057,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5026","prompt_sha256":"9adee1796a009291cd5131a9c68fd81686547063f9e3342e6024a2f88b412b0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06621984497218},"components":{"alpha":1.0,"bonus":1.06621984497218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06621984497218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5140,"eligible_count":122,"excluded_count":18,"feature_sha256":"325de4603ac74e26dc5d0ed2ac8e19f7153defd0fc89fdbb564086dc72915e55","formula_version":"titan-u-contract-v1","latency_ms":22.70595800001729,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328865116388466,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5046","prompt_sha256":"acbc6444262ed1f85e45b9cf908cd859ccd6e54b9748a7803249f808593e0ac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751064},"components":{"alpha":1.0,"bonus":1.0643883366751064,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751064,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4804,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1612b8bfbd76107665a89e317305ce525563520eecad46c89c42e3958861e9c","formula_version":"titan-u-contract-v1","latency_ms":21.986499999997022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031055003341773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5054","prompt_sha256":"0f61bf3508960b5315bcc82af063107576ac9a413e394a73ee0c2682c4cccb16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664515086549882},"components":{"alpha":1.0,"bonus":1.0664515086549882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664515086549882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5169,"eligible_count":122,"excluded_count":18,"feature_sha256":"7421ad5ca7549785a9ee5070e3318dab884946a074ac1a9bd4e4d7ffa0af6346","formula_version":"titan-u-contract-v1","latency_ms":21.461791000007224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331181753216547,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5081","prompt_sha256":"c1c1cd85f13849be9552e33cccdbce195f91097d2c9e275bf9170638cd3d9411","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5002,"eligible_count":122,"excluded_count":18,"feature_sha256":"7501854015cb185b0e4c8f0c61e0f3743a8e618c552afa7775512c0c9ca31c8e","formula_version":"titan-u-contract-v1","latency_ms":21.43554200000608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5101","prompt_sha256":"79c06142ab6e419ef912411d5ce7c1d3fba8f214c20286f50318074793dfaa8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646188431781582},"components":{"alpha":1.0,"bonus":1.0646188431781582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646188431781582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4853,"eligible_count":122,"excluded_count":18,"feature_sha256":"d942c6a90b615fbdc3cd78d099bd8d519046ff996f44f018171d12be33591810","formula_version":"titan-u-contract-v1","latency_ms":22.256166999994775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312855098448248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5104","prompt_sha256":"386bf431f13df6b9ec4b0bc680925e9d83806b9e2980bbab228c20d0a2c06ed8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487785},"components":{"alpha":1.0,"bonus":1.0643756422487785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb72d4f8fb69da6e3fa2ef7d17d05071327482eb9859400fcb1ab01007259f54","formula_version":"titan-u-contract-v1","latency_ms":21.8915000000095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5105","prompt_sha256":"9cf2ba2d732ee86db8f2c8a025ce9406c94392de5fdc915d3b8d86d2c562b208","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674622688004012},"components":{"alpha":1.0,"bonus":1.0674622688004012,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674622688004012,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5310,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b58014e1525d65476091d09cfac40ec36c24c8b7641a236896373f9e8d3c579","formula_version":"titan-u-contract-v1","latency_ms":23.456541999991032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341289354670677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5110","prompt_sha256":"35fc4120784ec9b400470532a794cf205b87d9481cbc1f3b5f91cd67d8fe33ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"806cdd7442c0f5fb1c344da23f6d6248fa39a7524eaf80cc2a7f1c20ba9f3f71","formula_version":"titan-u-contract-v1","latency_ms":22.195124999996096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5113","prompt_sha256":"33533717e62cd96b1baf7ef865e316fbfb5aa839339c99861444c766a1c38d68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663346244261225},"components":{"alpha":1.0,"bonus":1.0663346244261225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663346244261225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5155,"eligible_count":122,"excluded_count":18,"feature_sha256":"486f68fa608bd8fae2670d4c95fb3fea70e061709479e169ccdaae8108d4ca3f","formula_version":"titan-u-contract-v1","latency_ms":21.62004199999501,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033001291092789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5120","prompt_sha256":"faf3d17a3cf9102486f2dcf51d1da531572b701b21c8054b97761e14922dc605","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0710181524196962},"components":{"alpha":1.0,"bonus":1.0710181524196962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0710181524196962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5696,"eligible_count":122,"excluded_count":18,"feature_sha256":"994af6a4a6e3289fcf036f7154bf9c6e749d699044568510c581909329485011","formula_version":"titan-u-contract-v1","latency_ms":23.18179099998474,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376848190863628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5132","prompt_sha256":"66f7ff10f6e77222e47249e538eb96ec01e3353e0b9c2d2b86f75dcf65c57297","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656896974494967},"components":{"alpha":1.0,"bonus":1.0656896974494967,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656896974494967,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5058,"eligible_count":122,"excluded_count":18,"feature_sha256":"e76d73cd26437f3ff0dbf17b0743f337f4683a6e7f226ec0545341b73f61fb3b","formula_version":"titan-u-contract-v1","latency_ms":22.583666999992147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323563641161633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5136","prompt_sha256":"4d78591b6cc72d6ffe54251be5ae724030bed90b34e473a11a5813e1c6ac0fb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651499894381067},"components":{"alpha":1.0,"bonus":1.0651499894381067,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651499894381067,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4960,"eligible_count":122,"excluded_count":18,"feature_sha256":"34da637becaf69e9278a3345dfc998c1e13470e9d8ea721b7274ccb32521a9a6","formula_version":"titan-u-contract-v1","latency_ms":22.404167000019015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318166561047732,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5140","prompt_sha256":"6202f0cc2d965e0abbf0edf03b99a1029a12631f5ceafe4b7923ea7cdff89c95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667710625996565},"components":{"alpha":1.0,"bonus":1.0667710625996565,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667710625996565,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5219,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdc03d10b2bf4eed42ea581ff907aa9d361e7023d19b0275155a5aa0c7e952b9","formula_version":"titan-u-contract-v1","latency_ms":22.61020799997482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033437729266323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5202","prompt_sha256":"c168595baf35061a9a75a5d14ba9cb733512486aed46288f8c8e836e72a2373e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663824983618684},"components":{"alpha":1.0,"bonus":1.0663824983618684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663824983618684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5164,"eligible_count":122,"excluded_count":18,"feature_sha256":"35c3ae301e16d605b894089b49d5043d7e75e0e30779df8a5873740f529da421","formula_version":"titan-u-contract-v1","latency_ms":22.886999999997215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033049165028535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5264","prompt_sha256":"effb69f3d28704bb077cb8a24097881cb65972a979ad14f5ec7f0ae09d2aa33a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064079708010636},"components":{"alpha":1.0,"bonus":1.064079708010636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064079708010636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"81b58084163658bf0a5ac9274b8e7f52c9dc26dbb9cacb86dd2734670fb0c85e","formula_version":"titan-u-contract-v1","latency_ms":23.406249999993634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307463746773025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5309","prompt_sha256":"15ee96b5c3a65b329d038cbdc02702e52e11d5576f1e888491a42cd89496f32e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745387},"components":{"alpha":1.0,"bonus":1.0643421126745387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4794,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ea63a1c6e7c5b91ea387a883511785f506ba6899e54b2dafdb75124780ad9c3","formula_version":"titan-u-contract-v1","latency_ms":23.883208000000877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310087793412053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5322","prompt_sha256":"f4affd798809717e56f15a5633030f636f379cc8f3ca0342cb9a4a434767ff91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699556211591206},"components":{"alpha":1.0,"bonus":1.0699556211591206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699556211591206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5589,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e375b9d0502d3017f7a3cace5a49230c04b34207c4ea598da5e1bd98a1d5028","formula_version":"titan-u-contract-v1","latency_ms":23.776749999996127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366222878257871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5354","prompt_sha256":"1b78ad413826f07239c4cd2d321f93c87b472a5f9cd3cb7082a1b811ede7b733","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644182133036337},"components":{"alpha":1.0,"bonus":1.0644182133036337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644182133036337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"0edc73d57fc962add37cb64345a1ee9ed49e5bad4904c03b4c688358cdb9f91e","formula_version":"titan-u-contract-v1","latency_ms":21.958500000010872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310848799703003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5405","prompt_sha256":"8451ba67eefbd9e01180242c7e5cc986e571d9678994bae751b1acef7ec38f25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067818047615089},"components":{"alpha":1.0,"bonus":1.067818047615089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067818047615089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5350,"eligible_count":122,"excluded_count":18,"feature_sha256":"c32aa141416243d7b67db627cdc5463048e4aad5eb438289a21580f5d2f161e5","formula_version":"titan-u-contract-v1","latency_ms":22.309749999976702,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344847142817555,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5413","prompt_sha256":"e12e9b01d0c62328d513873268bd61fb87a6d16e565274488f22bc3c79cf90cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191184},"components":{"alpha":1.0,"bonus":1.0651338274191184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4959,"eligible_count":122,"excluded_count":18,"feature_sha256":"a69c8515158befcddc405e09711fd6bccad2932056ee2a3cd9f0f35d118f7a0d","formula_version":"titan-u-contract-v1","latency_ms":22.70333399999913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031800494085785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5427","prompt_sha256":"97297504cce89de2cb15fad9fd1ae96d2f873501b778be2c2b1e975f118b9d8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647415179281776},"components":{"alpha":1.0,"bonus":1.0647415179281776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647415179281776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2483c4a92f9451c7eda78493c280b9726f762a30ff423cf0a4e3f77daed1002","formula_version":"titan-u-contract-v1","latency_ms":22.679250000010143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314081845948442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5433","prompt_sha256":"3abed5f6a2935e7dcefd41401cb303824db88f9470ab39b042cb2ba67c08361a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858678},"components":{"alpha":1.0,"bonus":1.0644268153858678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4814,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa54d6cdcaa62d0f3e452ce56f3f13c0eaad959a33972cbe7a064176dcfa366b","formula_version":"titan-u-contract-v1","latency_ms":23.48524999999313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310934820525344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5437","prompt_sha256":"b0617d3655d61dc293e0f60ec4d601387e63edf4e43c54bdb9fd30ae301d375c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655873123834103},"components":{"alpha":1.0,"bonus":1.0655873123834103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655873123834103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5039,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b4295946864f9db02ea4c2dccc39cdec60749dc90e1464d1f35cdf5d1900ad2","formula_version":"titan-u-contract-v1","latency_ms":22.375082999985807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322539790500769,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5477","prompt_sha256":"2f886362ff95cc4cd800bb2a570f22471720643b2b44f765a32f3c176f8aeba1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645413074712038},"components":{"alpha":1.0,"bonus":1.0645413074712038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645413074712038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4837,"eligible_count":122,"excluded_count":18,"feature_sha256":"999ef575ec141395f97cd6c38824a8c57d3de9d13c105d9904089ede66dc24b8","formula_version":"titan-u-contract-v1","latency_ms":22.76137500001596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312079741378704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5497","prompt_sha256":"3f9bc694beee668daa8a0be456684398527851baf498c06457eb88b94cf0382f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669030092984086},"components":{"alpha":1.0,"bonus":1.0669030092984086,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669030092984086,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5237,"eligible_count":122,"excluded_count":18,"feature_sha256":"a91295a2ce46a130806a93f077a06a77f0c07177e1f02447583c0dfa46a671a9","formula_version":"titan-u-contract-v1","latency_ms":24.42091599999685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335696759650752,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5545","prompt_sha256":"22830ef41dc5828e746be59c7683948aba4fc4e1d693d18909c5fbde20a639e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950498},"components":{"alpha":1.0,"bonus":1.0640944506950498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"b788b691b6cbdc1ab13e21fd1096983ad84d9fbbdf6919abaa9920ea2d0624fd","formula_version":"titan-u-contract-v1","latency_ms":23.575583999985383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5546","prompt_sha256":"e47193e951620854dfd183d302c242d1b3900c890c9161e1bae3e697d6675d9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066287107355472},"components":{"alpha":1.0,"bonus":1.066287107355472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066287107355472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5148,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fe82017aa3f0c00c862a30456399bea9a20773fc28dab4881b713ecb06c927f","formula_version":"titan-u-contract-v1","latency_ms":25.572415999988607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329537740221386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5572","prompt_sha256":"5549eeb9331b3e69524ebc6728579ca7988c1494b8fa935e3972af8cde83dd6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658818275552406},"components":{"alpha":1.0,"bonus":1.0658818275552406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658818275552406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5089,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6af9b129d85e856ea8bbb33d31a505bf2536a1f5bc8cd760598a6de0af3dd49","formula_version":"titan-u-contract-v1","latency_ms":25.06600000000958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325484942219072,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5574","prompt_sha256":"a1d90903430e99ac2183894ac9f4412044ae9150eeaa2365c80ed5616bf7d075","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661864869712052},"components":{"alpha":1.0,"bonus":1.0661864869712052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661864869712052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5135,"eligible_count":122,"excluded_count":18,"feature_sha256":"984f09092f6d0faa9cd7fd1ccfaec7d2e87fbfc1c5bada4f6d8cde9870f61c72","formula_version":"titan-u-contract-v1","latency_ms":25.959707999987813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328531536378718,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4977","prompt_sha256":"403e8ed18f9c2024b810866ac8ed9ced629adef310f3ef69c8d4e587cb801354","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961875},"components":{"alpha":1.0,"bonus":1.0640541904961875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"7807991e2c411f6abc41131a2d2c9df97c50a9e5b33d46f50341e2680eb84a91","formula_version":"titan-u-contract-v1","latency_ms":25.767957999988766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030720857162854,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5157","prompt_sha256":"886dccd12bcc71ffe63cf3747577bfbb623483c9cecf0504a884531996c565a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065012103804459},"components":{"alpha":1.0,"bonus":1.065012103804459,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065012103804459,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4945,"eligible_count":122,"excluded_count":18,"feature_sha256":"feb9b5468a0740671dc3855ad6b0f94f233355c08e5c326744ac9282bf51e6c6","formula_version":"titan-u-contract-v1","latency_ms":28.313958000012462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316787704711257,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4861","prompt_sha256":"04530b135128547dd25b12618f207d6dd02fa6ac728689308b2b88f07de68a1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592328},"components":{"alpha":1.0,"bonus":1.0643255236592328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0e7f0f0128c55d07f37ee54eef681acc696e5a59db12cb6fc29b6dca59310e6","formula_version":"titan-u-contract-v1","latency_ms":24.814499999990858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4919","prompt_sha256":"6a13cfe118e6b0d34d7e43e31f3543988eeda8ebc9042854525b245fde9ce946","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e647a40e127c40d53c7268901de592959dd0543bea41bcfe1968b3fd67c4fe4","formula_version":"titan-u-contract-v1","latency_ms":22.603625000016336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5360","prompt_sha256":"f9df3f7bf9e6db1dc36595e39980281a976b009eb4c68368bc9df4379ee50073","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064371425419717},"components":{"alpha":1.0,"bonus":1.064371425419717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064371425419717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"8eda42a0796171da0ad034a85150845b6c845d76c471963ad52387e957960bf0","formula_version":"titan-u-contract-v1","latency_ms":22.717208000017308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4912","prompt_sha256":"037d3bbd91784730db1dc36612dc9f433a2e226f2231031dbcb28bb683d3e374","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651934096679343},"components":{"alpha":1.0,"bonus":1.0651934096679343,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651934096679343,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4971,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdce493aa87e4181a072a9e0ea2a05d5d731f7cc109bc1ba195714b5d1339ddb","formula_version":"titan-u-contract-v1","latency_ms":23.087416999999277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318600763346009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5421","prompt_sha256":"2e593e16ac5945b285c8628fd3229e702cbaa40355acaf17063851a59344815f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066100608672793},"components":{"alpha":1.0,"bonus":1.066100608672793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066100608672793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5123,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb265360ab44c143f3a4d4b8549196456245682fe714b22e3f887535ab7ea613","formula_version":"titan-u-contract-v1","latency_ms":24.284167000018897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327672753394597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5253","prompt_sha256":"71fc3a973112a4cf60ff02c671c1d365a5fbe10449279f6ebd9bca1156ce9c79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700054358798838},"components":{"alpha":1.0,"bonus":1.0700054358798838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700054358798838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5592,"eligible_count":122,"excluded_count":18,"feature_sha256":"c62ae35a81de08c83b27717e7d37206bfb278e32cb5ba8ddf34f0eb2a0d403e2","formula_version":"titan-u-contract-v1","latency_ms":23.935458000011067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366721025465504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5423","prompt_sha256":"e5adb8e6ff615423184320bf4e3c5e82f54bf626af5ae8e5b6bdfc658f08a36f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365943},"components":{"alpha":1.0,"bonus":1.0641776314365943,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365943,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"acfd716a1039f773d3aa8b6ec1f35ab153293e206b84b212104197f2bf4400af","formula_version":"titan-u-contract-v1","latency_ms":23.264083000015034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4997","prompt_sha256":"df1fd0712feafff50d4f91a3844b97ee0a77c4d17a152c82237b9cde8fcef2c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652428163627763},"components":{"alpha":1.0,"bonus":1.0652428163627763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652428163627763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5020,"eligible_count":122,"excluded_count":18,"feature_sha256":"950a4d189b23730f6614c87ac6f11496117338a01ac89987dbac14fd0a99f6e8","formula_version":"titan-u-contract-v1","latency_ms":22.501166000012063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319094830294429,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4921","prompt_sha256":"808219eecd3bcc5cc8b1070db49cf684ae5f59597a92c0ac06984d1e97101f11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180656},"components":{"alpha":1.0,"bonus":1.0644571533180656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4821,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ca154b44d5f188bf9ded1944edc9cccb554d77736f5b3af45a529ec68f5137f","formula_version":"titan-u-contract-v1","latency_ms":22.910999999993464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311238199847321,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5258","prompt_sha256":"06b4d3280269476749110dd4b726800ab1942ddcb17b8200429b672d1c19e073","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942019},"components":{"alpha":1.0,"bonus":1.0642563277942019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"645590c4222e0bbc77731b9ada151a0befffb354b2fef4f115231416c3f982e4","formula_version":"titan-u-contract-v1","latency_ms":21.87741699998469,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5272","prompt_sha256":"9f16432d11c20c1156a56807cc36b31bd0891686a8e52453b4bf1031dbb32e4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664665},"components":{"alpha":1.0,"bonus":1.0643008598664665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"758c48d6aaa59d3fd838a31524fa9f71e5ae35748c30ebb98eb7da59980c84a5","formula_version":"titan-u-contract-v1","latency_ms":23.0662499999994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5434","prompt_sha256":"8c278a154353ecbdfceb3e5527ae6d36064fc110c3f1b2c95cbedb4a013dffe6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065417523790556},"components":{"alpha":1.0,"bonus":1.065417523790556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065417523790556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5011,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc9ecf9f5a780441e99d7d05d336eb55c6041d050b3f2c730a8da02aade6d005","formula_version":"titan-u-contract-v1","latency_ms":22.454541000001882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320841904572227,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4934","prompt_sha256":"d934de4498c701c0457ac94de1b2a8d08865fe50d6a5e0aeb98695ed6ebea6ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478199},"components":{"alpha":1.0,"bonus":1.0646096115478199,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478199,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4bbfa46dd4874ee3d7bf0d2a376eac34f1aca5cdac3b2c9c2266e425bec8d29","formula_version":"titan-u-contract-v1","latency_ms":23.789707999981147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5548","prompt_sha256":"8fafba19103d72f2f39d441bbc339470707fc7dd509769933d4299ae54310fd4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669400792980361},"components":{"alpha":1.0,"bonus":1.0669400792980361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669400792980361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5243,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c97a27989f261ceaf09d0fcc485c0d42466f18e4830ac28bec2859d4c71982e","formula_version":"titan-u-contract-v1","latency_ms":23.972749999984444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336067459647027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5394","prompt_sha256":"c5f905bd276119104d448a0508a67465304c448637b072b860e750cafa708e21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066844075415897},"components":{"alpha":1.0,"bonus":1.066844075415897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066844075415897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5233,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c9122fac4c1b64a2e62e3b5c8abe312a63883c202c5e0e425f4472402f72b68","formula_version":"titan-u-contract-v1","latency_ms":25.391916999979003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335107420825635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5245","prompt_sha256":"be24b74142e7fa5db9fffe12d076ee28ff31353bd28c7c31209733e2ff5406f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9a663b1e8450294e4c9632bb4a01b23255bc5dc823d5707f061951f8961c5d5","formula_version":"titan-u-contract-v1","latency_ms":23.386041999998497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4982","prompt_sha256":"e978cdcd4dcb267e1ff6c25930cfe4e44cb47877aa497e20b62540d4ed64a402","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648047099409825},"components":{"alpha":1.0,"bonus":1.0648047099409825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648047099409825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4896,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa975717ceefe36e151df2fdde21879c62fde89624f53fd69487e24beb1095fb","formula_version":"titan-u-contract-v1","latency_ms":24.03308299997775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031471376607649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5227","prompt_sha256":"38f6ae314a153bf50efd311abb71b6fa6ab06d46c7ce9dff2ee34bff6e9af104","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657570702615582},"components":{"alpha":1.0,"bonus":1.0657570702615582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657570702615582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5069,"eligible_count":122,"excluded_count":18,"feature_sha256":"99bff5ef4e2b05dc444757c6a3a1f8c0dbf8df0b907612931ed1c62e4e12e813","formula_version":"titan-u-contract-v1","latency_ms":26.25800000001277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324237369282248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5128","prompt_sha256":"b819fcb2605a99fe2357e1ae46eec53f0720f71a1d321a4672215574c1e7d499","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487785},"components":{"alpha":1.0,"bonus":1.0643756422487785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"273fef90e9f71c5edcaf2434203e9ff3ecb68cf6138cff7c7259147979734c70","formula_version":"titan-u-contract-v1","latency_ms":24.885958999988134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4910","prompt_sha256":"1bf93db086488fd830b80e0ee4a85b1f090e4a46e0737ac52896b386dd6ba269","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684217478364995},"components":{"alpha":1.0,"bonus":1.0684217478364995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684217478364995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5425,"eligible_count":122,"excluded_count":18,"feature_sha256":"106159e8489d79666b079b47e38343e9aabf6684a41317c98ebad90fadde80a7","formula_version":"titan-u-contract-v1","latency_ms":23.700499999989688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035088414503166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5552","prompt_sha256":"f391a1f8be55c1fcc833f752e7d98974165d3c62fe74e42647a9795d65b34bf5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8eac43337e6dd5c896d52de881157290b1c32361e0640e076389915a90a8e39","formula_version":"titan-u-contract-v1","latency_ms":22.83258299999602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4929","prompt_sha256":"48e40c31166a8b6825600b120087893364d651c643897c04c792713da6e77bb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140723},"components":{"alpha":1.0,"bonus":1.0657941911140723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5074,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c74c1bfb93495a935371328d5045c6e075f86a2fdc6e595e15ac5bd18f4829a","formula_version":"titan-u-contract-v1","latency_ms":23.11158399999158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324608577807388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5243","prompt_sha256":"6bf89e0871dc7082808e497fd317d2ec519df4cde82f852bf25b68e430eecadb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656654171220907},"components":{"alpha":1.0,"bonus":1.0656654171220907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656654171220907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5053,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3a797a975c9dc94cd2dd38fb7a60c3b8a29626a63c1863a6f33d0424ee46978","formula_version":"titan-u-contract-v1","latency_ms":22.76808300001676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323320837887573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5489","prompt_sha256":"4b9a09405fa7bcd6728a7d60415c0acc1700392fc75984e44af1b310ba70783a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652207847730444},"components":{"alpha":1.0,"bonus":1.0652207847730444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652207847730444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4975,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fe2aaa0298563b270957de70dc33a478cc1cdc8fecbcd705744c808c252376f","formula_version":"titan-u-contract-v1","latency_ms":23.92941700000506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031887451439711,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4931","prompt_sha256":"71a1f9561425030e05b721218ca9e0e2c1247924b5f09ee6380e1be71a2b046e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708164087508185},"components":{"alpha":1.0,"bonus":1.0708164087508185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708164087508185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5673,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d1084ad859dfac92669ff0fc9f972d102689e135c02a2b01f50132b9d533556","formula_version":"titan-u-contract-v1","latency_ms":22.999209000005294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037483075417485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5015","prompt_sha256":"c0f24b3207d9840c9b6590ab5986ac90d64588b97e3342b6625a6ea6e80b2338","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725728996203474},"components":{"alpha":1.0,"bonus":1.0725728996203474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725728996203474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5825,"eligible_count":122,"excluded_count":18,"feature_sha256":"841edc329e16f7be10480911287d219ed74ff749766c7652d59b11f5d1349840","formula_version":"titan-u-contract-v1","latency_ms":23.50333299997942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039239566287014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5070","prompt_sha256":"cf58c0fe15a2e93b3a8b56eb527feec495d77ddbb266720b66342f0ca61837e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"c212f0e6632fe641cf9d0fad95aaa70cfc6f0ade36c6623da41b06c83cebca72","formula_version":"titan-u-contract-v1","latency_ms":22.42412499998636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5146","prompt_sha256":"9ef4a0babf66cf2fd8d3463e2228ef6f75fa504d4bb1c5b9a3ace56a1392b4e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713423},"components":{"alpha":1.0,"bonus":1.0642205517713423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a86fc473ab59ca41164e817a13b3d05c67f6c21a0d801dbc0ab26e9843371ea","formula_version":"titan-u-contract-v1","latency_ms":24.576458000012735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030887218438009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5112","prompt_sha256":"845ab29765793c3afb203cd1edcf002c550ab1446f96dd6984fd883c012d2a59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668147830106218},"components":{"alpha":1.0,"bonus":1.0668147830106218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668147830106218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5228,"eligible_count":122,"excluded_count":18,"feature_sha256":"10043753770b7ea58ddfc540dad86de05c244decb4d51c35c342b70be53ee383","formula_version":"titan-u-contract-v1","latency_ms":22.94116699999904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334814496772884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5297","prompt_sha256":"7f08a48360b1f9a83ed2a9086a495f2aa0dee4db69b978c18e6dfb27eb14d184","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653040059062953},"components":{"alpha":1.0,"bonus":1.0653040059062953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653040059062953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4985,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7bb2e8d09f42b6afd4463ee9043ac66b8e8e4f9d911be0f738fa6eed8ebc1ca","formula_version":"titan-u-contract-v1","latency_ms":22.202415999998948,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319706725729618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5448","prompt_sha256":"7fd1bba4b59665575e2ed8ed438ba8f456dd461b3bcae5e791c1ef4c269d263f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663074281134872},"components":{"alpha":1.0,"bonus":1.0663074281134872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663074281134872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5153,"eligible_count":122,"excluded_count":18,"feature_sha256":"16116964eea72f0ff54bb7db0d229340909cb2f4854d81ec015ad2c4e27f2864","formula_version":"titan-u-contract-v1","latency_ms":26.58458299998756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329740947801538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5071","prompt_sha256":"2e705b100e95dae3054022e70cb3e0146baea91820c1bb22d4a6f716557c12e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663346244261227},"components":{"alpha":1.0,"bonus":1.0663346244261227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663346244261227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5153,"eligible_count":122,"excluded_count":18,"feature_sha256":"23548b64af3ecd9f382272e403c93359360fa49973817770e447d51a59845b34","formula_version":"titan-u-contract-v1","latency_ms":23.569042000019635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330012910927893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5126","prompt_sha256":"805387df15ec940d40ee3646404317103f0111557e41eb4d8f94ea07c6edf395","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650434850277242},"components":{"alpha":1.0,"bonus":1.0650434850277242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650434850277242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4943,"eligible_count":122,"excluded_count":18,"feature_sha256":"38a5fd8b199ac549de014350dc8a01f547a466e44d543bb88391d6d8aa11816f","formula_version":"titan-u-contract-v1","latency_ms":24.864792000016678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317101516943907,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4948","prompt_sha256":"bd1784b42cd468b4749a493de615d7b1e3c48d2e444204aa7ad7ac4f98d8a747","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406078},"components":{"alpha":1.0,"bonus":1.0647032450406078,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406078,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4875,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd38511bda01ba500718fa6ec21a1b205be01a1359e05ae9a950ef6bfec3f0d9","formula_version":"titan-u-contract-v1","latency_ms":23.90195800001038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313699117072743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5059","prompt_sha256":"1d3f157414c7f9ec1c7304ae8c0d7cbf6fea235612d2308d39a111451da1c9f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769150130407226},"components":{"alpha":1.0,"bonus":1.0769150130407226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769150130407226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6168,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b75a6fdabe87aab8acc3c72483c5ffbffcaaac9e01bcf3b407369e6df4ffe60","formula_version":"titan-u-contract-v1","latency_ms":25.447249999984933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0435816797073891,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5341","prompt_sha256":"545be412f8376ab1920bb432e0ef64b87fd7c3db6ec9dd0d16c143b6eb08fa21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0687869913188974},"components":{"alpha":1.0,"bonus":1.0687869913188974,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0687869913188974,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5466,"eligible_count":122,"excluded_count":18,"feature_sha256":"f43e8f93ac36974d262ba4e25e0382b5e56753af299bf2860cc3c287e40bb373","formula_version":"titan-u-contract-v1","latency_ms":29.099666999996998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035453657985564,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4953","prompt_sha256":"1b2c497ca576a7db5a641dee90a3ab6b9ba8cacd3e0d32e4aa065ad70ec6b352","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679676412759422},"components":{"alpha":1.0,"bonus":1.0679676412759422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679676412759422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5375,"eligible_count":122,"excluded_count":18,"feature_sha256":"da4215f1f8b31a1f748df2757e93ab4d6a6d6e7c584f2f6c42c7ce40e908eeaa","formula_version":"titan-u-contract-v1","latency_ms":23.99916699999949,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346343079426088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5023","prompt_sha256":"00a01a1a5721e99b12382a40f3d99c335f67d56f387133bb3c0123d900dd9bdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066888232196794},"components":{"alpha":1.0,"bonus":1.066888232196794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066888232196794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5235,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dc28356b3c2ad74601228877f70bb73cf2f64e55d86dc5880d3b3b2cf762ff1","formula_version":"titan-u-contract-v1","latency_ms":22.661749999997483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335548988634606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5288","prompt_sha256":"02a6cd8eeac7da1461dd1d854ee89b3743280bf2c3a4cfb4a32094fa17d7d89d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646234699707215},"components":{"alpha":1.0,"bonus":1.0646234699707215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646234699707215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4852,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1d47832e02bb15565dd38c568763245725f8f628f8234065d0600c5b942aa1d","formula_version":"titan-u-contract-v1","latency_ms":24.394625000013548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031290136637388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5518","prompt_sha256":"0d1204024307cf134bc2604354324f2d13e44917b8e722b8a6a5a8357c867747","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654579451167934},"components":{"alpha":1.0,"bonus":1.0654579451167934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654579451167934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5016,"eligible_count":122,"excluded_count":18,"feature_sha256":"7699bd90e0e9eed6c01732ce32af8d9a35a8c5a339c8f0bff29ffaf420708f2c","formula_version":"titan-u-contract-v1","latency_ms":23.048832999990054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03212461178346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4958","prompt_sha256":"6e7157f47919aacb75fe3f27c528ba1da100a4c7712eda8ea465c9b29f26d9d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065139207451308},"components":{"alpha":1.0,"bonus":1.065139207451308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065139207451308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4961,"eligible_count":122,"excluded_count":18,"feature_sha256":"b62d21fcdf104a3c8a94133d8161ee2da20521d2c27fb8fa468c2bd843aeb5ef","formula_version":"titan-u-contract-v1","latency_ms":23.612750000012284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318058741179745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5490","prompt_sha256":"032f6adf3738b826ff09972fa2041e2577feceaa7172d367cb3b0d157f502352","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694291117226984},"components":{"alpha":1.0,"bonus":1.0694291117226984,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694291117226984,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5535,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4d5aa7103f318cf52ae36c9b603f0d0947f0a364107fd5285127057c278227a","formula_version":"titan-u-contract-v1","latency_ms":29.391083000007256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036095778389365,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5007","prompt_sha256":"600ff4d8351093f9c0c398b79eb89fffcf7c5b8976306785a7efc320bb51e3bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674543462134587},"components":{"alpha":1.0,"bonus":1.0674543462134587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674543462134587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5309,"eligible_count":122,"excluded_count":18,"feature_sha256":"34d29e3a90fb10dbe25ee4b0b431d272e8d8737c62d40321bbd3c671ff36a574","formula_version":"titan-u-contract-v1","latency_ms":24.752415999984123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341210128801253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5236","prompt_sha256":"40815883368557750d644d059e919e9f635f1d0bafe65fb6babee4b495f9e3e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726900909629025},"components":{"alpha":1.0,"bonus":1.0726900909629025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726900909629025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5840,"eligible_count":122,"excluded_count":18,"feature_sha256":"52347b950cf1f29a499207188c743aceb2fb84c565a1e1caccd09f30832c4ecf","formula_version":"titan-u-contract-v1","latency_ms":22.896374999987756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039356757629569,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5185","prompt_sha256":"8de04033caf07c9d43ba57e788117a17995173d3d3823118a7a4f3328c063ba7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657755978628896},"components":{"alpha":1.0,"bonus":1.0657755978628896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657755978628896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5071,"eligible_count":122,"excluded_count":18,"feature_sha256":"befb928634a5bb8b2807a789305b2df89c5b634c571cc9972adf80bcf98ab9ad","formula_version":"titan-u-contract-v1","latency_ms":23.011625000009417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324422645295561,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5049","prompt_sha256":"67ed8535609bbe999b3d8364f32b8318d8fc24533052f594d33a04d7b647803c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645820923019522},"components":{"alpha":1.0,"bonus":1.0645820923019522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645820923019522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4849,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d32437944d43df7991fb80130b2d086a9bee21ec3c273d6dc2b9af8baa58ec9","formula_version":"titan-u-contract-v1","latency_ms":23.766499999993584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312487589686188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5038","prompt_sha256":"bf957a739ac831b17c67488f0ea2f4eb8e2e27b118a16044b94a1a89617b48d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651608006540607},"components":{"alpha":1.0,"bonus":1.0651608006540607,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651608006540607,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4965,"eligible_count":122,"excluded_count":18,"feature_sha256":"b286172dc03777f3d6654c329af7257dd12f750db22c1140ceb3e56c92c6a01d","formula_version":"titan-u-contract-v1","latency_ms":28.03174999999669,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318274673207273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5255","prompt_sha256":"ed497e10c2c3e2cdc89e703b6479c4c93ebd5a18de4f796208ca09479832b5f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722485719272377},"components":{"alpha":1.0,"bonus":1.0722485719272377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722485719272377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5803,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d94dd79adb36b6a630336d40ddb57f1da40a824b284c76ec3886d3d5c9575e7","formula_version":"titan-u-contract-v1","latency_ms":23.41808400001355,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389152385939042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4924","prompt_sha256":"3b6049f380e91b57bb00d4f133159453c36791a080ad290da0139cedf27e1f41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685097098295364},"components":{"alpha":1.0,"bonus":1.0685097098295364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685097098295364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5437,"eligible_count":122,"excluded_count":18,"feature_sha256":"d315bfba12a48ce195767ee276c9da0f15bfa9e97983f9b6de47819ab0d78ffc","formula_version":"titan-u-contract-v1","latency_ms":24.21833299999321,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035176376496203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5142","prompt_sha256":"3e7eff0b1a148af970fe1121c18d750425f093a7410858a4063385b12ef2a5dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649348021416611},"components":{"alpha":1.0,"bonus":1.0649348021416611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649348021416611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4918,"eligible_count":122,"excluded_count":18,"feature_sha256":"0acc19d57471e2328fb608b2ee7b540b717827c5f982eb43da158f7a9c310313","formula_version":"titan-u-contract-v1","latency_ms":23.57133300000669,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316014688083277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4991","prompt_sha256":"bff1d23eb9d131cef4e81c79e21a2a8392569816a87b4ab9a4199cb577d23941","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706182},"components":{"alpha":1.0,"bonus":1.0642967748706182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"a411ce651f0a33ecfed9c243150a55481eb220e38286304622b8313e6c332c95","formula_version":"titan-u-contract-v1","latency_ms":22.940667000000303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309634415372848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4966","prompt_sha256":"3caf3a90e297eb30ba1621ca75d85a234a6883fa4dbc37d966c9238774cbf7ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065457945116793},"components":{"alpha":1.0,"bonus":1.065457945116793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065457945116793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5018,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ca710c7bb17c232e6284048d4dffb15172272e10f96d0b8910802e1ff0dd1b1","formula_version":"titan-u-contract-v1","latency_ms":23.41799999999239,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321246117834595,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5052","prompt_sha256":"61c5b678934ee07c0be48056a4ebaebde5a6fc15816037adb17d8d1d241c14de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4768,"eligible_count":122,"excluded_count":18,"feature_sha256":"240f713467a50ffe7eb45aa5c6b6db4e1aff9d357ed127da0f382d87e4b45275","formula_version":"titan-u-contract-v1","latency_ms":21.834584000004043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5303","prompt_sha256":"e2c393f1eed2e17c735b073ab9ef9e87a6c8ebc7813deecc8d90ba9f7d3214a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681025853411723},"components":{"alpha":1.0,"bonus":1.0681025853411723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681025853411723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5386,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf31400765c08769127ae775dabc8034107099c0cedb25f46f289c19915785f7","formula_version":"titan-u-contract-v1","latency_ms":23.150416999982326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347692520078389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5484","prompt_sha256":"1d4950343559c1cf8d93afcdcfd6748636796b77ec4e417d46c180b25a2399bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676061166518764},"components":{"alpha":1.0,"bonus":1.0676061166518764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676061166518764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5328,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a7d8c71cff3ebf25bf4e67c3fff470055e58f3d57c15929ada314c203be32a9","formula_version":"titan-u-contract-v1","latency_ms":22.22479099998509,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034272783318543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5199","prompt_sha256":"8f7f8c0c9b4a0e9899430edef014a8a520b660d7aa0543b4f7c339fc9f6dc193","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650329953808941},"components":{"alpha":1.0,"bonus":1.0650329953808941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650329953808941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4941,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a2ae58d390b35974f965fd181ee580e62bdba9f7c3d355b2e0116605f512412","formula_version":"titan-u-contract-v1","latency_ms":22.22233300000198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316996620475607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5198","prompt_sha256":"c8d32e7e80f2ac6acaa48b0cfd449005ea36f528916722f0f651067e2d451971","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066844075415897},"components":{"alpha":1.0,"bonus":1.066844075415897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066844075415897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5229,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec2d785a3ee2a7dd4fae670d24bc8f6b2e79961a5b9f16d19b40d04ecd1dbacf","formula_version":"titan-u-contract-v1","latency_ms":22.956249999992906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335107420825635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4873","prompt_sha256":"e340962338dce8f8fe52557618846e1fadd737a548b1b1ff985125f36b80d020","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071136137472729},"components":{"alpha":1.0,"bonus":1.071136137472729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071136137472729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5702,"eligible_count":122,"excluded_count":18,"feature_sha256":"a90f8956fc44996884f6e8594d85fe10aba803fba79614d891e9ea7a2f167766","formula_version":"titan-u-contract-v1","latency_ms":22.590959000012845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378028041393956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4955","prompt_sha256":"0c90ec95d2a86a69b0924eadfca4bc4a198092b8e07ae7b51bb04cdec45da13e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065220784773044},"components":{"alpha":1.0,"bonus":1.065220784773044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065220784773044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4975,"eligible_count":122,"excluded_count":18,"feature_sha256":"33195b1f4e87308a8d3801f17a788694e4ed44171a32367f1fd5c3c5ca3b8b25","formula_version":"titan-u-contract-v1","latency_ms":21.46220899999207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318874514397105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5141","prompt_sha256":"3d4137d96088cea42a5f4923099539f2b21c6834e74266c23a87d71c1681cda0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064256327794202},"components":{"alpha":1.0,"bonus":1.064256327794202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064256327794202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"d150ddffdfe01e0187240d724c37ff05f50cb68c8b879e99299c76331c1fdd15","formula_version":"titan-u-contract-v1","latency_ms":22.4483750000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5212","prompt_sha256":"61b73f80055bf7f47607e793012c630021406d14ecea8704898811ddf928b7c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0681366112592994},"components":{"alpha":1.0,"bonus":1.0681366112592994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0681366112592994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5392,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb92da46f1279fd8014aa4e36005a9afb458ca4799023da2a1c353bfd011c9b8","formula_version":"titan-u-contract-v1","latency_ms":22.352542000021458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034803277925966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4954","prompt_sha256":"93a2ef86db3007394d2045624452d952509bc54eb1caf49a3ca7983575e14900","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643131588024282},"components":{"alpha":1.0,"bonus":1.0643131588024282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643131588024282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4781,"eligible_count":122,"excluded_count":18,"feature_sha256":"4108ad777ab3fc9e46ac77575c415c3b5c44fd71e10e5d4e5adfa799f5a45e52","formula_version":"titan-u-contract-v1","latency_ms":21.60699999998883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309798254690947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5412","prompt_sha256":"5321035b660912a3acfaf4c622cab94a0a00e20077825fc2e27e6076780724ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644746503557516},"components":{"alpha":1.0,"bonus":1.0644746503557516,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644746503557516,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4826,"eligible_count":122,"excluded_count":18,"feature_sha256":"f62c7e9ee2082de6a6d1fa18265952dddfca5ed3a924f931540ba2d5f8660bc7","formula_version":"titan-u-contract-v1","latency_ms":21.140875000014603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311413170224182,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5570","prompt_sha256":"0fc646b39ef9c85dbf1729994f8fe7e93b40723abadbecc896dd2c047b9f2509","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071638946310743},"components":{"alpha":1.0,"bonus":1.071638946310743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071638946310743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5750,"eligible_count":122,"excluded_count":18,"feature_sha256":"73b5f215bfd28f3354257b072820db336bc7a20e9aad3680b2212b9ec179af15","formula_version":"titan-u-contract-v1","latency_ms":22.6080000000195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383056129774095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4906","prompt_sha256":"1a479a5e6390e74b267c410233f369f5dd7c60a38ac87c49abf7ffe99d1d89c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654637487967387},"components":{"alpha":1.0,"bonus":1.0654637487967387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654637487967387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5019,"eligible_count":122,"excluded_count":18,"feature_sha256":"be2df0affbed768b237ae3438b0f6a37b9b95ad531b61716ebcb9bab39511abc","formula_version":"titan-u-contract-v1","latency_ms":22.923124999977063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321304154634052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5312","prompt_sha256":"32b63708d6eab709d71356c1f8b7a5445e1eb72a59b4d831f84c37af0ec22f2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659516874605512},"components":{"alpha":1.0,"bonus":1.0659516874605512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659516874605512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5099,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6175c0696826dc839382645d2a72c1e9a29bf33f74adfde806d2895f0de8b91","formula_version":"titan-u-contract-v1","latency_ms":23.029875000020184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326183541272178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5180","prompt_sha256":"50e4a56b47b589407369a560601a5209b4f628d640c497485b73f8d2c5e9977c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9836,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d4da934a3a8297e57bce64ef84cc99f82c9baa2dc920385e90493171970a7f3","formula_version":"titan-u-contract-v1","latency_ms":23.85287499998867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5143","prompt_sha256":"d1a91c6a7b23a4e235c658897756c52f19d230ffc28c789ed0de40a34bdca3ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9729,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d4da934a3a8297e57bce64ef84cc99f82c9baa2dc920385e90493171970a7f3","formula_version":"titan-u-contract-v1","latency_ms":23.940667000005078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5483","prompt_sha256":"386f884648c5fddd97071623bf61ad66a6239c9a01fb85fca5daf75d58c76f40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069258285565279},"components":{"alpha":1.0,"bonus":1.069258285565279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069258285565279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5517,"eligible_count":122,"excluded_count":18,"feature_sha256":"adc31f02d5c71afa46bb4daafe087447e1bcc9bc8a0ae628d29c344c5784c041","formula_version":"titan-u-contract-v1","latency_ms":21.442583000009563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359249522319456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5507","prompt_sha256":"381b532c3d40860258c68da37372eae7b9d6ef717c95b1e45f6c9b33fe353b95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692018635412117},"components":{"alpha":1.0,"bonus":1.0692018635412117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692018635412117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5524,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d30028ab3eb3a3382d0770a00b627a64a1c2a97881cad3338fa7b78d677709f","formula_version":"titan-u-contract-v1","latency_ms":24.3427499999882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358685302078783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5408","prompt_sha256":"139c2e1a34bdfd16f85154d15a11d949ef567970cd0f6517c5c467bd0bee82a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655694633621955},"components":{"alpha":1.0,"bonus":1.0655694633621955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655694633621955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5037,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cbc539c4814700f173f47c178f2b888ebc9973c465b696f4cb98e9b42a8cef1","formula_version":"titan-u-contract-v1","latency_ms":22.614582999977983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032236130028862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5179","prompt_sha256":"53cca792bfc7ec36102733b2cc2fc7e8ae7884819fc84d3066136bac49e4065f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699158991481523},"components":{"alpha":1.0,"bonus":1.0699158991481523,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699158991481523,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5593,"eligible_count":122,"excluded_count":18,"feature_sha256":"8daf6c437d4f76c7f1ff432ed937b18875f329e3db18b05a5c4dcf16ee55f8d8","formula_version":"titan-u-contract-v1","latency_ms":24.11833299998989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036582565814819,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5422","prompt_sha256":"1f580685caddf3b563d709f37bc4d3006def6a20dcad34e85ec3839006cd3949","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0780787453845846},"components":{"alpha":1.0,"bonus":1.0780787453845846,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0780787453845846,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6255,"eligible_count":122,"excluded_count":18,"feature_sha256":"de7cfffa114ceec9794fa9dd8f2f0a356de7a6c0e01f7b82b62a6b74b0effc86","formula_version":"titan-u-contract-v1","latency_ms":24.242166000021825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447454120512512,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5313","prompt_sha256":"ff9d3cf33068db082442a54dcc14776344292181f618b4427c9077c78761aa3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662668521528744},"components":{"alpha":1.0,"bonus":1.0662668521528744,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662668521528744,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5147,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6b990ac81be370093309f28de32496a864389b5b2a3ae6af9807239f2dc4d22","formula_version":"titan-u-contract-v1","latency_ms":22.664958999996543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032933518819541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5316","prompt_sha256":"743391fdeae2a85dc7173707a2c6f3ffec9e6cce8426cc9882e02f10685a8628","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643968362410703},"components":{"alpha":1.0,"bonus":1.0643968362410703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643968362410703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"3acf357a9a4b4c2454b97f1cfc0277915b3c5b633c1de0f763c4ef9cd8874ab5","formula_version":"titan-u-contract-v1","latency_ms":22.073042000016585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310635029077369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5107","prompt_sha256":"7679cefd75604e84d158c3032f4a1c77d4775f7b6fe109fe32f615bffc96196a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684480604187083},"components":{"alpha":1.0,"bonus":1.0684480604187083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684480604187083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5428,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cb93e1d1aa30655c1c00ed503bf783bbc5f84a05c5e8fdfbdc519b733439efc","formula_version":"titan-u-contract-v1","latency_ms":23.715124999995396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351147270853749,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5294","prompt_sha256":"47d47150f345f0d3c44de91479433432e46bdfb44a854ee0138fc1e87f33f011","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663893666245927},"components":{"alpha":1.0,"bonus":1.0663893666245927,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663893666245927,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5165,"eligible_count":122,"excluded_count":18,"feature_sha256":"383eace7b935db5506f09cb885b81e780f60f837ef042bd94d0331995f185f22","formula_version":"titan-u-contract-v1","latency_ms":21.565332999983866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330560332912593,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5402","prompt_sha256":"29eba754f1d74e97bb9d7b02292320cc6495b56debd342028e4561e966416502","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659071290748081},"components":{"alpha":1.0,"bonus":1.0659071290748081,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659071290748081,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5090,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e01f73420b7d6e34a9c933ac7544ea5d0bc6c7dc82d493cf69f47be71ae65a2","formula_version":"titan-u-contract-v1","latency_ms":23.237249999993992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325737957414747,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4952","prompt_sha256":"42f6826ab685a0eef5f4e568254e70b1bdffe657f5f419e401a4d7a3afc8d355","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140725},"components":{"alpha":1.0,"bonus":1.0657941911140725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5075,"eligible_count":122,"excluded_count":18,"feature_sha256":"0648b39d1a318df5cf5ebc16779f3cfa2cf6b4f9dbe6acebd235175397fee222","formula_version":"titan-u-contract-v1","latency_ms":26.617167000011932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032460857780739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5411","prompt_sha256":"ceddd9a4a053f31c6247f7b50247730559c7b73219014702e43b29bec4a9d0de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674781357538428},"components":{"alpha":1.0,"bonus":1.0674781357538428,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674781357538428,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5312,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6e753b066e03cec6e1b7bcb00f900b5001a6e31cbc59774920ba78777677d52","formula_version":"titan-u-contract-v1","latency_ms":24.249999999994998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341448024205093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5524","prompt_sha256":"becea1eb0d3285e884a965cf00968687ff09df2cee9bdb2daabd0e5b0f3b8592","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664376483472908},"components":{"alpha":1.0,"bonus":1.0664376483472908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664376483472908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5172,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2b91697a40db81424820a4fcb799cde1ac223ef4678d1f343b6ba39452fc040","formula_version":"titan-u-contract-v1","latency_ms":23.526333000006616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331043150139574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5164","prompt_sha256":"475ca0b809261a29d775ae097d14df8bc9d234796c39a152457f78dedd673ff2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676061166518764},"components":{"alpha":1.0,"bonus":1.0676061166518764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676061166518764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5328,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2f29a5d73525a5ee02abce20f6ce008640e7aeb0452c38cf76a9cc062d2ec15","formula_version":"titan-u-contract-v1","latency_ms":27.050166000009312,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034272783318543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4996","prompt_sha256":"5bb338beedcff4aba81d3e540e77bc70915b1e94bf91237460b5fa37a8688b0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678759437547043},"components":{"alpha":1.0,"bonus":1.0678759437547043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678759437547043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5360,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc7d194e5ae8df97d8f6440e1c5c12f1b84392fec52993fb5c6fa8709a1294eb","formula_version":"titan-u-contract-v1","latency_ms":24.33366700000761,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345426104213709,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5397","prompt_sha256":"ef3296e4227df3dfa307be9b5c46f6d4f7f0f45aff832e421a9b7c78bcdb162d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652705202200987},"components":{"alpha":1.0,"bonus":1.0652705202200987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652705202200987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4985,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6ba3519da5c7fdc93c9f3b6a9c10ce11d0b5385beebf76e8237c875915446b6","formula_version":"titan-u-contract-v1","latency_ms":24.694959000015615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319371868867653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5269","prompt_sha256":"bc2d9a7fcd6f4d1e5288b9e073efa9d8e802e9dab82976620ec1c0b910096d34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643798664010888},"components":{"alpha":1.0,"bonus":1.0643798664010888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643798664010888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0acaf8a8b089e65a583a133277a76c7f779d1e61a06465d467792d3b062381b","formula_version":"titan-u-contract-v1","latency_ms":31.13275000001181,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4860","prompt_sha256":"a72c6b1724a161e8b9c5d98becb18ba7fbf38bd851c92a7abb322a09539d8259","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766041},"components":{"alpha":1.0,"bonus":1.0642523233766041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4769,"eligible_count":122,"excluded_count":18,"feature_sha256":"7df8d5cfed5255cdee6653961846fb9d00f636e6b42f59c5b7e79b717a2e3216","formula_version":"titan-u-contract-v1","latency_ms":28.745041999997056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5500","prompt_sha256":"e55aaf439772aeecad922d3acab798c2bf855f3e493c38a8427302f90603b709","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677277860016567},"components":{"alpha":1.0,"bonus":1.0677277860016567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677277860016567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5341,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dfd35a60f7339e341f8966c940c03ee0638f3e045e41d840ff2074d5157a141","formula_version":"titan-u-contract-v1","latency_ms":27.129416000008177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343944526683233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5020","prompt_sha256":"b5039427860ff7626a3617ad5f589cd8c15dbf9078344c03238f21f1a97d92bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688141939785418},"components":{"alpha":1.0,"bonus":1.0688141939785418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688141939785418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5472,"eligible_count":122,"excluded_count":18,"feature_sha256":"37f7dc98c2f7395792ae3b117bedacc9d0589d587ea56bb7ecb8498d4e35384e","formula_version":"titan-u-contract-v1","latency_ms":26.429167000003417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354808606452084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5447","prompt_sha256":"505e731f059d32901c02239fe3e6cc8283893248e06ce470d856e39a07ddb4d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663824983618684},"components":{"alpha":1.0,"bonus":1.0663824983618684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663824983618684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5164,"eligible_count":122,"excluded_count":18,"feature_sha256":"b989bf91c1fdcc9efca12e1022684fde44885265da4a71b42154723329771967","formula_version":"titan-u-contract-v1","latency_ms":23.84016700000302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033049165028535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5123","prompt_sha256":"45c4511011910b7df7ba242e15c10ffc5d541eb9ed82c648556df9ba0442be2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065983733605959},"components":{"alpha":1.0,"bonus":1.065983733605959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065983733605959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5098,"eligible_count":122,"excluded_count":18,"feature_sha256":"df8451ed7b9e699f6d008cb52b3cfcfb58cb8918bc5ec66bec67a6c7e24c496e","formula_version":"titan-u-contract-v1","latency_ms":24.18345899999963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326504002726256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5295","prompt_sha256":"2dd8f31e11f938fddb3d90d94e930e1da724b90bc3026f5794676935acc1adab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682221832617491},"components":{"alpha":1.0,"bonus":1.0682221832617491,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682221832617491,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5400,"eligible_count":122,"excluded_count":18,"feature_sha256":"968115810d729e6effb0b032a7fc551288411cdb9cacf2a434ba277abf6f5b60","formula_version":"titan-u-contract-v1","latency_ms":24.21391699999731,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348888499284157,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5443","prompt_sha256":"7905d7410fc860f75e23d347b8b951454097fee66af2f776449fe80c72d44668","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712875576846768},"components":{"alpha":1.0,"bonus":1.0712875576846768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712875576846768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5720,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d7be3cd6e7831e89b23a05df4379d2dcbefeb331ee0c04c6bad3732f29b86d3","formula_version":"titan-u-contract-v1","latency_ms":23.349541999976964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379542243513433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_4907","prompt_sha256":"5d34e4cf3aac867a68e1cb3df56e546bb73dc872a3c0bb7a2b185d0373004146","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712441510925508},"components":{"alpha":1.0,"bonus":1.0712441510925508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712441510925508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5707,"eligible_count":122,"excluded_count":18,"feature_sha256":"359ed23010c6558691d13367f03ba152958b4670dc6dd5cf3925b6dd6140db2a","formula_version":"titan-u-contract-v1","latency_ms":24.207415999995874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379108177592173,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5013","prompt_sha256":"794d08f29712a29dc8a114da910d759f9582eee692bbd90b5c768561a3c40637","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071683386663244},"components":{"alpha":1.0,"bonus":1.071683386663244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071683386663244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5754,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab81b58d134ceef9dc8bdd174134f106c7be384d41f7d4db617aab212c828b08","formula_version":"titan-u-contract-v1","latency_ms":22.788082999994685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383500533299106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5031","prompt_sha256":"442f01b5924872cb90c85fb3bfb4eaa496bcf8cc43b0d7c71f99127a445f0ac3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731299177231512},"components":{"alpha":1.0,"bonus":1.0731299177231512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731299177231512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5878,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e3b171e9e84c717346fcb0ab60e33d28a3ebaaac549de7eb61e07b7fbb57ae0","formula_version":"titan-u-contract-v1","latency_ms":24.61091699998974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397965843898178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5073","prompt_sha256":"2d8f5226f68ad0b987784bcb89096d2883442f427ec6ce9c17ae06668b7a4fd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694386706644285},"components":{"alpha":1.0,"bonus":1.0694386706644285,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694386706644285,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5536,"eligible_count":122,"excluded_count":18,"feature_sha256":"f60e2106bb1d3982e6bb02ec911db868b6c27f86ab6b6b39dad8cf0cd9693ef5","formula_version":"titan-u-contract-v1","latency_ms":25.979542000015954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036105337331095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5124","prompt_sha256":"df7e288bc7f26ad48c43c8dbf80c1105eb209cca7dd1b3d9c3606468cddaaf2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077169616547227},"components":{"alpha":1.0,"bonus":1.077169616547227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077169616547227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6188,"eligible_count":122,"excluded_count":18,"feature_sha256":"87c1e635d301c7c6bb5461a8914c54eb709db1e034614785916bb15d7be1e814","formula_version":"titan-u-contract-v1","latency_ms":31.27295900000604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438362832138937,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5129","prompt_sha256":"4a2a71eb7a2fb2a979a9f8fbb34b686d48ec5f76f60dfc4e0fc0f7e00c5111fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658253257452646},"components":{"alpha":1.0,"bonus":1.0658253257452646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658253257452646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5077,"eligible_count":122,"excluded_count":18,"feature_sha256":"f52a9a9a750252ace05892f3420b47d92f2c13dde0f92962c7542c5c60c9fd98","formula_version":"titan-u-contract-v1","latency_ms":28.843208000012055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324919924119311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5135","prompt_sha256":"0c9f0c538600a693b9eb2b6a0ce4201a34fa32a1de51f85b9c02baa2849f39ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755155776707745},"components":{"alpha":1.0,"bonus":1.0755155776707745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755155776707745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6068,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4317bf9d3ddb444e18f5fdaa69a2cd1157401be27074069cc800b7e8ef573fe","formula_version":"titan-u-contract-v1","latency_ms":28.883124999993015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042182244337441,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5183","prompt_sha256":"21b7c521a46991264d98e290756f1e02eac1eac80eafb8cc6ac173bed0093b77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074856534758244},"components":{"alpha":1.0,"bonus":1.074856534758244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074856534758244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6018,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5299d7bda3a708bdd055f286f9dc170d35070ee00399b00d6e6b402fa44b840","formula_version":"titan-u-contract-v1","latency_ms":27.9212080000093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415232014249105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5235","prompt_sha256":"acea43c6a2bd0c793838c1be6cb51135d5a1b4c87def397d2a1463427796915b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680264509833077},"components":{"alpha":1.0,"bonus":1.0680264509833077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680264509833077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5380,"eligible_count":122,"excluded_count":18,"feature_sha256":"012af5ad747b969227d6cbfda3c22cb840ee868b68f959b90e89f0bd03f3e446","formula_version":"titan-u-contract-v1","latency_ms":27.160665999986122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346931176499743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5254","prompt_sha256":"f3451c16120a44e11f05bf899a9673439e6e92a9c661c7f146ff986ceea355ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0787153275134733},"components":{"alpha":1.0,"bonus":1.0787153275134733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0787153275134733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6296,"eligible_count":122,"excluded_count":18,"feature_sha256":"4882e5b17344f382b6ef8f7f0b375819982869a8fd9d391caf16261264695963","formula_version":"titan-u-contract-v1","latency_ms":27.26574999999798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0453819941801399,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5296","prompt_sha256":"dc5d2a18d117e791333832358becee77d4e75e19fd4df965a1f4016850226aea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0682998174669882},"components":{"alpha":1.0,"bonus":1.0682998174669882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0682998174669882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5411,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f7385a9145d105c5b8dd13ba210f228916112517402da7d1bff40b56c710d0f","formula_version":"titan-u-contract-v1","latency_ms":25.44987500002094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349664841336548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5300","prompt_sha256":"1fca9a7e9e8e3be2e3946e0fdbecb25ef9010a1a550db7b6ce9d9d897f954646","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734326364518643},"components":{"alpha":1.0,"bonus":1.0734326364518643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734326364518643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5903,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffba38502243840e521ef66cfecaafe1052e47360f009c7f122d7419947ceb3c","formula_version":"titan-u-contract-v1","latency_ms":26.20483300000842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0400993031185308,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5346","prompt_sha256":"7bac93574d818f1eaa11182ba3190ce746254a1b2c922aa1e729787904179aea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660030487761278},"components":{"alpha":1.0,"bonus":1.0660030487761278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660030487761278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5102,"eligible_count":122,"excluded_count":18,"feature_sha256":"0aa0d365a1cdf5910a02d0886f5c115cc4252ad2a093a955e797ec92cf6af964","formula_version":"titan-u-contract-v1","latency_ms":26.048750000001064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326697154427944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5356","prompt_sha256":"b7f116b6d5ef491083db41bd190f51303529138351aa34da7c7100b2ccd0030b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707007963537247},"components":{"alpha":1.0,"bonus":1.0707007963537247,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707007963537247,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5662,"eligible_count":122,"excluded_count":18,"feature_sha256":"82d5645028c93a5cfa82cbdf8c81269644cb3356fac55bac009bbbffa0d77c3a","formula_version":"titan-u-contract-v1","latency_ms":24.505083999997623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373674630203913,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5390","prompt_sha256":"36a0f532b663a7bfbac707b78a6b2dcb5281685dc620eb4e4296255480533b33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702267611644272},"components":{"alpha":1.0,"bonus":1.0702267611644272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702267611644272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5616,"eligible_count":122,"excluded_count":18,"feature_sha256":"5288e9f46c7d9b919e74b7b2ebb39238c1c3b545e2b1a1ed4e5afc87eb1f9ce2","formula_version":"titan-u-contract-v1","latency_ms":23.443041999996694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368934278310937,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5392","prompt_sha256":"728cb5935384746f01eef7f2f634ae51c836a7039bcda2547cd219fba8f5451d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071739098527482},"components":{"alpha":1.0,"bonus":1.071739098527482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071739098527482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5760,"eligible_count":122,"excluded_count":18,"feature_sha256":"98d0ac81401d73d9f652f12e041586049c46ad0f8d234e2a5c83c611db4c902e","formula_version":"titan-u-contract-v1","latency_ms":24.15349999998284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0384057651941485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5396","prompt_sha256":"b3cfd61c83631d53c15d30c0f61dcf9c3acd6a59ca0fe851325cd0266af59f9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649246195447355},"components":{"alpha":1.0,"bonus":1.0649246195447355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649246195447355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4915,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9e78443a5dd06ff754bc6506659676e941baf8919e2af4a24b2125237dc9388","formula_version":"titan-u-contract-v1","latency_ms":22.745249999985617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031591286211402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5525","prompt_sha256":"6c2864b7893dd9fbea290f17aa6529593d32792309fc13a57b368e3c83df8852","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669326507563632},"components":{"alpha":1.0,"bonus":1.0669326507563632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669326507563632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5241,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd9d2b0aab790b5d7812f19b73da256ddc53dcc9f53fd75a5793c2507ef93eff","formula_version":"titan-u-contract-v1","latency_ms":24.302290999997922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335993174230298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5544","prompt_sha256":"3450da2928704cb72c262c6cf2e02190e13bbd1e62906bdefcc8634a986cc330","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647656762464217},"components":{"alpha":1.0,"bonus":1.0647656762464217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647656762464217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"e25b435c610046c27e1117d29c5f28ff06fc9861983c295ddf1719ec8f7f7c32","formula_version":"titan-u-contract-v1","latency_ms":24.90800000001059,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314323429130883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_health_5565","prompt_sha256":"e20f97b9336b55e57c8cea21993d35e85a647cfbfbd84a2d96616c8adfbc04e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b6c192121f1f109fecf9b851d56359cb2f78624a11faa9d4aefe5e8882c824b","formula_version":"titan-u-contract-v1","latency_ms":23.23612499998262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_88","prompt_sha256":"ab1301b553c1b09d7e929cea7b332eb037b06ab6d8d5e80952fb3f5ffbf0825c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"e98bf825c39cef275b6275e634ec3e4c955e8c779939d184a66a2ac02e5295cb","formula_version":"titan-u-contract-v1","latency_ms":23.380207999991853,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_11","prompt_sha256":"12a39f42439cf3dea46b4e39585e31e40eabd0d65380d3d6f8bb702016be57d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328994},"components":{"alpha":1.0,"bonus":1.0642126821328994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"37974d474535c056b13dad9b66ae7134b331c9155dfe4ac661301b2d9a26b346","formula_version":"titan-u-contract-v1","latency_ms":23.173291000006202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030879348799566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_6","prompt_sha256":"0663b263776ab3fb39230d7401b9c375f596714a6b49d22b4f661b0a4a016411","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"032492a579cfa012fc9a2440414f2e53d12e98b1075f5826430e69f40cb38f70","formula_version":"titan-u-contract-v1","latency_ms":23.11374999999316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_68","prompt_sha256":"0a8acb78198be6677170691175ef528b1b718409d95c59eb2f988e454166530b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603454},"components":{"alpha":1.0,"bonus":1.0641660797603454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"85e1d01c16213f12c5ea4ecbf4ab81e89c9df378782e54676281a7cb1e2f79d5","formula_version":"titan-u-contract-v1","latency_ms":22.23454200000674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427012,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_56","prompt_sha256":"838b9cc33727ddd416ab548c346d4727670451aa3d20c878133db785e31c4c18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06442251068361},"components":{"alpha":1.0,"bonus":1.06442251068361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06442251068361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"71e5eb0a6f5544a91b708dd9cecea870722830c6f5115ec156dc50c0137f554b","formula_version":"titan-u-contract-v1","latency_ms":24.14741600000525,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_36","prompt_sha256":"d4f0bfc4ee822d341453f85c032741fa5fe054864f62cbbdac0a71ee66f438aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493309},"components":{"alpha":1.0,"bonus":1.0637581117493309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c841c6655c3378a92b25e1ac99530437934a76abee7a99606d9fb2037dbb781","formula_version":"titan-u-contract-v1","latency_ms":25.203708000020697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_74","prompt_sha256":"9b9736ee41cb43dc3ddee0919b73ad184a22f7ea0abf731b0716840213bd8033","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"9681833d44dd0dadca5df31c25acabe9471590cbc26ae2e12d87cf646820d1f7","formula_version":"titan-u-contract-v1","latency_ms":23.49624999999378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_92","prompt_sha256":"30e74a6bbea93ab7ffab3494981093ed2c324a870ff17fe77f3ca015a26b1de1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641814966501248},"components":{"alpha":1.0,"bonus":1.0641814966501248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641814966501248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"68a54233e75be0513068dc28acb0b810eac2836d095f364b4d67d614c0576b52","formula_version":"titan-u-contract-v1","latency_ms":23.04387500001326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_98","prompt_sha256":"36cb544aa40504bc506f36fbfb2e953186e55738120926699ebe0e01ef73a873","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd94bd4ddf6985873c52bfb1755d262440b02269db527b9637e1c97b2a4be487","formula_version":"titan-u-contract-v1","latency_ms":24.716291000004276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_5","prompt_sha256":"6af6b11999a9825b3238fb795dee871063f6a11ab75a2850f50d8756d5040f47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"4db1be478ec0d06bb692beff9dea233782dab95dce479749f7d1dc22a14d87ae","formula_version":"titan-u-contract-v1","latency_ms":24.648624999997537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_95","prompt_sha256":"05db3636053c8a90d9beb4db9fec783de520394285c1dad6ac2c0896705b6ade","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802804},"components":{"alpha":1.0,"bonus":1.0642244975802804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf119c7805e9573193ad5fccd16e06c066a82057fd02e76712d5e2b7e8d0ce12","formula_version":"titan-u-contract-v1","latency_ms":23.394875000008142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030891164246947,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_99","prompt_sha256":"da9527160de8a42a33a0dd0f588b8ab4b2fbcca74e503f049ce7ef997fc4c80d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797063},"components":{"alpha":1.0,"bonus":1.0639152669797063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba7954730912d08557370b87598bc4830e6aa6a36b0bc13c6718c7cf499ae3ee","formula_version":"titan-u-contract-v1","latency_ms":28.10841600000913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305819336463728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_18","prompt_sha256":"e0302db118eacebb58c313e866b540f85331c63f1e675939113dcdc59d45312e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4794,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb7cec0c0dd9115991324fb57724570e511d6aedb2edc6778317ed90486718bb","formula_version":"titan-u-contract-v1","latency_ms":29.22954100000652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_57","prompt_sha256":"6e0aa6a2ba061dae5e64d2abcb3246c211627168cf49f758a0e2c1363eb93743","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"355c54aac7867e5d156c86c6740ac49ced1873286a7cac681b2f94bba68f9e54","formula_version":"titan-u-contract-v1","latency_ms":23.255083000009336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_63","prompt_sha256":"1ed4140743470dd4c84bb9f4269650e3331f134ec22c23f4682ee12e5257d03d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f0d9f85f7f6f052d24389e73b57a9c983e41041d65680d804180ee189010265","formula_version":"titan-u-contract-v1","latency_ms":26.49854199998458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_101","prompt_sha256":"ca7d9d6d92d33e490eed682df0240404b8f87b073877b5f928b92739a7215361","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064204841800911},"components":{"alpha":1.0,"bonus":1.064204841800911,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064204841800911,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4754,"eligible_count":122,"excluded_count":18,"feature_sha256":"666f4434d0ce2f23ebc5ca683aeb8d045702b349ec5333b1e9baaef86f543dba","formula_version":"titan-u-contract-v1","latency_ms":27.46499999997809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675775,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_22","prompt_sha256":"f92aa79e2dd6a89c55bf0b5cc3fb0de2f5edbf655283a6b086710afc1181042a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443529},"components":{"alpha":1.0,"bonus":1.0641093106443529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"15232ece77208009ea197cff039344c3dd98f010ddbac149d47619935ac7f372","formula_version":"titan-u-contract-v1","latency_ms":28.00354199999333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_65","prompt_sha256":"fc4ab396bba6d656ec77761666a7f6282f2fa4d3e813144cda7050492bea74d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328994},"components":{"alpha":1.0,"bonus":1.0642126821328994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c377bdfe4c74b51c4e12348ed16e657e0f6409103ac0e37e59fd4dc3f0335b8","formula_version":"titan-u-contract-v1","latency_ms":24.331875000001446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030879348799566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_87","prompt_sha256":"044b3f4f02bb32ffbc396c58e4980a5418eeba8d1791667df4bca9ac81f3033e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d717e792ff0e2e72e9f80b122834cd83cf1b16f15d7aa3aa6f146ff591d27a5","formula_version":"titan-u-contract-v1","latency_ms":28.68583400001512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_9","prompt_sha256":"76841ec9c766bf38c554e39f422e58d8ed6e473761a740654b6e7fef01b2912d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360444},"components":{"alpha":1.0,"bonus":1.0639557123360444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"d47b8f7d1dd4128fbfc42de074081d521c4cc2129466dde2d0e77e59d684505d","formula_version":"titan-u-contract-v1","latency_ms":22.81962499998258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030622379002711,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_10","prompt_sha256":"066e452b7612d35922e9adabc526e06ff75ccae47e5627284cf55b37ae78a0ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644878500069883},"components":{"alpha":1.0,"bonus":1.0644878500069883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644878500069883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4822,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbce1ed7aa8770b961ca26c9e0274f65a5977397442ece905d4fc62cd09be783","formula_version":"titan-u-contract-v1","latency_ms":24.119667000007894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311545166736549,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_51","prompt_sha256":"516f4158cf8c0264a77237a43f0789522d13fe0697553d8eef205f3afe5bf3c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"de962d3bfa68db8ed2b91f34dd7858af6f14c5ac1bbba633cd2dd9e11d477883","formula_version":"titan-u-contract-v1","latency_ms":23.990792000006422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_35","prompt_sha256":"8e2c4d9a8366d2aef4df2a7f785a43ff0e41c516c8b977a7fd0c6a50e1449820","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"660879d85f44f814d0bc1c2e172a6a7b6e21f226e1b383369b6ae4cf7af01f27","formula_version":"titan-u-contract-v1","latency_ms":22.956166000000167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_33","prompt_sha256":"c844484dc4cc6e7d0bcb517c3c9c5702acdf52a8fc6d81f088777421b156c354","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"6158dbd599aa098be79f2ea72cf41d8a1ae728afd3997adc3a444beac3633dc3","formula_version":"titan-u-contract-v1","latency_ms":25.268124999996644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_42","prompt_sha256":"1a3e48af8e70ecc54a34a4921b5ce79bbc075dc2fc0d80522e121a29553cb7fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"b19b4cd94061802680347bd10598c1ae07f06bea4e71a78f1c6fb7528eef5b09","formula_version":"titan-u-contract-v1","latency_ms":26.500833000000057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_26","prompt_sha256":"6e5e2893802d8ce82b882814998fbec4962d470c93d6951abb475428c8c07dd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"13e95c25bac1c43b177bb3be3e4982d342134b22f896e8a50ed49087fbdfc6a9","formula_version":"titan-u-contract-v1","latency_ms":25.519334000023264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_53","prompt_sha256":"75f2206f331096910000a510a40941d317b6da4401a563f629d568a2019b49c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b3c0a2fca9322a0f84101559ba4c917350b873636844db28cd1ca1366df7f45","formula_version":"titan-u-contract-v1","latency_ms":24.9422079999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_0","prompt_sha256":"1dd96769a8dd6fb1dc2d7bce22c63a3dc90981a74293c97227404dcc908366cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"15931fee731e9db9e7b2811775535af21ab9a4b22f91a49ae35868aacd7a79c7","formula_version":"titan-u-contract-v1","latency_ms":26.370874999997795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_60","prompt_sha256":"ae2ffe2dc081d6f579a3e13c6c52fc46897fcb235fec0978e3835be4ad27ed0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"edbed9350c54b107e410834d4ad4186e27e7aa198a12248db6c4865175ed06ef","formula_version":"titan-u-contract-v1","latency_ms":24.117375000002994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_86","prompt_sha256":"02760defa098a034014d7e74f85c1be0a3337a1a312c227bb3c10375552f11e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443126},"components":{"alpha":1.0,"bonus":1.0638597769443126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"bddf0669a1eeea69d8007b9e75ef9de8c88f23e46c73c1b74f4f0616d55257ad","formula_version":"titan-u-contract-v1","latency_ms":25.729166000019177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109791,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_58","prompt_sha256":"13c99bb960df7a10d7a37157de09a417a7a49c7b106792b1ad1cfe9e18b4951f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"04c496862f43c007f3ed9002077d1de2fa4b662c0f3329787ab0637aa596afc5","formula_version":"titan-u-contract-v1","latency_ms":25.232250000016165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_72","prompt_sha256":"54487505e34d42b4f9cfdbdc3b44ae31a7e864946090c6a82f0cf25a31066993","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1d14f432ce4e80af3b0584aaa6ed6e88cbeb18eddabb53dd6b0dca4e39959f1","formula_version":"titan-u-contract-v1","latency_ms":27.70991700000991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_27","prompt_sha256":"827612b8393f8bfa9d3df15f168603ff68165efb9a55efb086c171900e140281","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642886268536371},"components":{"alpha":1.0,"bonus":1.0642886268536371,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642886268536371,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"667e71fa02d7341ca4c686a0eca9df019052f49bbe1c651e1a8185613a31b707","formula_version":"titan-u-contract-v1","latency_ms":27.28862500001128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_40","prompt_sha256":"5e18632638a9634acb12ae76447b705c2c99072bf5f5d1c09d691c4312cfc696","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640907540301718},"components":{"alpha":1.0,"bonus":1.0640907540301718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640907540301718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5373e52437ef9e65be91b8dce8dcd2d9724f84d906269a34c89dbc56dc14776","formula_version":"titan-u-contract-v1","latency_ms":23.749541000000818,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_43","prompt_sha256":"69bea39b571384101d819259d1d4e23874b7d5a4f483c4e02b2f2590a2445884","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3a73e39c8f4a34c3f842b842597a45b6f3a13dba1c34a9d138fcce5f8b02be8","formula_version":"titan-u-contract-v1","latency_ms":22.118207999994866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_2","prompt_sha256":"14bed3a67397112c5dbbc8e75b24a7bafb7bfec6b89898649339ed83a5eec27e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063879119660688},"components":{"alpha":1.0,"bonus":1.063879119660688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063879119660688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"2186e8a3333c7e327c0e3f232edddf2677cc3174bf7e3b9ce159733961867fdd","formula_version":"titan-u-contract-v1","latency_ms":26.31650000000718,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_64","prompt_sha256":"e79416302311733a5ec9e6c70baccba6fcd094bcb7dedc3b2fb231a3987a9b60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959859},"components":{"alpha":1.0,"bonus":1.0640650825959859,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959859,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"777f3bcaf4a085175181c7b8150dbb035345caa7a076ddea95ea8fd21e624296","formula_version":"titan-u-contract-v1","latency_ms":26.864834000008386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626524,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_38","prompt_sha256":"cec03b7c1b02b5e5ff5948147b624e25c8a2e88c26e70f2e00deb91df40b7a91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd5d047c7d0c5b6472daca2fd17853a1de4ac12562675edf6129eada80d41109","formula_version":"titan-u-contract-v1","latency_ms":23.163291999992452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_82","prompt_sha256":"f5cf4891f4985892c27565d7da5e7bdccc309579a193782918e481cc235ebc6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd455b98ae49211c43e3c3a182889c4c34b5bbf01608cbf6b430cc190a76f733","formula_version":"titan-u-contract-v1","latency_ms":22.86649999999213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_16","prompt_sha256":"a2f75c31d9953e7479c2ae6ec85a586e447d6b56da51373b5e9729367e2ceb2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404673},"components":{"alpha":1.0,"bonus":1.0638758775404673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0c8ccc07f9877c1c29670ab6328129b73bfd3400811bd9c0e7e2302677008c7","formula_version":"titan-u-contract-v1","latency_ms":24.183542000002944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_30","prompt_sha256":"2376bc8b270dc6063beb18ff6d3d32ca8ce8eda72092332e1d4daf25df21033f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"430b2ade8acd238a0b6870726f1ea300e7eca4dc4af76a483f852e3efffc647b","formula_version":"titan-u-contract-v1","latency_ms":26.983375000014576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_102","prompt_sha256":"33faaca16cb78037b0f33d20da0470558ad113ed9e9313d1491a411bf2caf54c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789652},"components":{"alpha":1.0,"bonus":1.0639625558789652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"c84bb1fdbf8c7a4ec11855ebc74c440def602f7f723b33bdc1903f7a1df17917","formula_version":"titan-u-contract-v1","latency_ms":22.644416000019874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_31","prompt_sha256":"146263fbdd5223b61cc1b604d1044939e679758c508e6df7fd1d338ac5b9a717","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644397734254392},"components":{"alpha":1.0,"bonus":1.0644397734254392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644397734254392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4811,"eligible_count":122,"excluded_count":18,"feature_sha256":"94d96eb204fe23d453987195defd0942e3398c8954942bffa9faa5fa9066967e","formula_version":"titan-u-contract-v1","latency_ms":23.14554100001942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311064400921057,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_50","prompt_sha256":"22b6e104ee3b1e9ff8e2ca1292a1841937724e6e434be1bdf469fa4d0a19e5e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650857359856059},"components":{"alpha":1.0,"bonus":1.0650857359856059,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650857359856059,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4945,"eligible_count":122,"excluded_count":18,"feature_sha256":"152684d2864ff163105f0adfc1aca7e97194574276f8ec6aba619176ec93589c","formula_version":"titan-u-contract-v1","latency_ms":23.16158400000745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317524026522724,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_73","prompt_sha256":"acb52423accc005193409504b4b94fba28f06cfdc8af0b2beca56518cf1bd72b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06383125791288},"components":{"alpha":1.0,"bonus":1.06383125791288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06383125791288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"7677799229757b1065ed6f804b07d038c69658732b813ab3315503ae8e72f7e9","formula_version":"titan-u-contract-v1","latency_ms":23.075374999990572,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_8","prompt_sha256":"4689a765fe3d4cfe9df96202a894c5e3caa90f0aa012d9696a5a72ec92062729","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"670485726ef78a248f966d52f98f42a1730fcb7c1ab48d77c5c15433706ab286","formula_version":"titan-u-contract-v1","latency_ms":22.396791999995003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_47","prompt_sha256":"7f72d739cfd16fa7e4be1297efa481cc4a9e3e0736780b6fbee1e88405ff0618","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c3e8ef346b9b4eec6faf2d9b20b71df5a7782b64ea1d570800cad18c5af2be1","formula_version":"titan-u-contract-v1","latency_ms":22.331833000009738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_12","prompt_sha256":"db14644532ba0f466aebd8f95cf22c87d797fe5d1d2f71c29081685b3b784e63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba143dd1055758509541397a30a355488793013fe6318a9ce373ffeecfb08a9a","formula_version":"titan-u-contract-v1","latency_ms":21.736874999987776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_23","prompt_sha256":"0772aaa20c5743fdbe159ce89f8c0d160dec6365723d20da507378e68fa562f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"2561a83d5990d4e7854c209b6c4ce27cac4f302f0a865c99f977cdde95cf74a5","formula_version":"titan-u-contract-v1","latency_ms":22.64716599998451,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_28","prompt_sha256":"57433815377b14a34db8e978c1ae82716bf817702cee8e563aaceb1567851bae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"f68e2a745ac262b3a88ecb624fa18ffd396bbb6a40b181b5cccd6b4a63ea93fb","formula_version":"titan-u-contract-v1","latency_ms":22.079208000008066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_39","prompt_sha256":"18dd58dc1e702a29b4fdc94679e580d8d8f001ee4da88c7c799318818d94f4cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187738},"components":{"alpha":1.0,"bonus":1.0640219100187738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"66b870bc1e28cfb10381d9fe340ed38a1ec3aa9427f836cb5a3b3f5156ff9d88","formula_version":"titan-u-contract-v1","latency_ms":21.97599999999511,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_81","prompt_sha256":"f448df59bc79ed084dcb29ba17e5a7d20a4e29a1eb8a20819debd6331287b8d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"86c71d0021636a305ead34f2d48c4a84921758d8323652ed5cd0d4f30375ee07","formula_version":"titan-u-contract-v1","latency_ms":21.84833399999775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_85","prompt_sha256":"aedb84bd433684d3af106a153beb1c8db6fee8f8703cd99d375e282cce2a88c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640614445662904},"components":{"alpha":1.0,"bonus":1.0640614445662904,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640614445662904,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"588075dcd61d1661b4738ef35efc4a2bba9698f139f78b99edd62b0f4c0f7138","formula_version":"titan-u-contract-v1","latency_ms":22.833082999994758,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030728111232957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_89","prompt_sha256":"b450280fc30ea2c6d3de0eaccee0dd71b330fd89d0854972bcb08f9f17a6f7b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097542},"components":{"alpha":1.0,"bonus":1.063918597097542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b0fc9a8ad9f22c8e0e9ae9ead59ca2941aa20b0221becf4d3fb820bf488bc8e","formula_version":"titan-u-contract-v1","latency_ms":21.333874999982072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642086,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_94","prompt_sha256":"e779ce5423c599cf539f65d73008a2480779c9e63406d69c8af91eeb975675b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959848},"components":{"alpha":1.0,"bonus":1.0640650825959848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa4e539aa6950d4299b2c36878a0316b29c2913cc629d520d9a28b1ec471cda5","formula_version":"titan-u-contract-v1","latency_ms":21.737958000016988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_14","prompt_sha256":"dd5db07d119fc763fdc8dccec6629d78cd850f4e1c1cb5affd777b20906a9aa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"da0eea8d82b34dbd5ec3e6ea4f7906c88533a626048765af3473985bd2738c73","formula_version":"titan-u-contract-v1","latency_ms":21.85479199999918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_17","prompt_sha256":"83f80c8c4d4b359cf3dc7ee4a8d85d231f5848899cda1f27d613454d41e3205b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad6ff08e2f0a65bb9f53a87b3ebb98c46d9fe34a145d2f31b89d6e2d5d11eca4","formula_version":"titan-u-contract-v1","latency_ms":21.386624999991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_25","prompt_sha256":"923a00a8e7c9e53b04210b2a2d56c1a74562ca1e37a55e507e7aa89c7c95ed19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644225106836098},"components":{"alpha":1.0,"bonus":1.0644225106836098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644225106836098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4807,"eligible_count":122,"excluded_count":18,"feature_sha256":"e826517001b33e51f7b3316a8ef998c2d820b181b598aa9839627a3bf39f88c8","formula_version":"titan-u-contract-v1","latency_ms":22.05108300000802,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310891773502764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_34","prompt_sha256":"298398ece59e4016c3675fe019c2f49f9803f2a4dc34b26f608f3daf13a81033","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"a10ec9ccc09678aba9d78428d42e3d3be12e8fc20af64e3867e5077c6f703ddd","formula_version":"titan-u-contract-v1","latency_ms":21.647792000010213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_46","prompt_sha256":"fcacd64c12882e9ca25d81863cd081094dab51568d8f1543b0798c3d4c45b496","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"923a6f31d6251c0f553af2c8c52f328fa15127584293aaa74d3b5824b18f2fce","formula_version":"titan-u-contract-v1","latency_ms":21.845208000002003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_49","prompt_sha256":"1ed2701b9dd47a2fb7bf633fe61009632e864317026b9de128487f8c7d111e8a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a2def969d4006b1df1cb7f82324d6a87df19b1f9ca94300373f23d18cc7640f","formula_version":"titan-u-contract-v1","latency_ms":21.88162500002022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_61","prompt_sha256":"e0c75cc528ab571fc814747c9a4889dc7a6186884c9b905c02765d37a1778861","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162213},"components":{"alpha":1.0,"bonus":1.0639902233162213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd5dd678874e89994983a7e5d75f1441ba0cb40b762d7fbae86921abd1e85208","formula_version":"titan-u-contract-v1","latency_ms":22.581416999997828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_97","prompt_sha256":"e9bd5ceb5e0301719e27657abfcfc0102e545c4c9b6c271ef112fa54738c36da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961893},"components":{"alpha":1.0,"bonus":1.0640541904961893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"f24c479242d2c821277c2a7224417504e2458077dd9e9dd625eb8fefdac8cb9b","formula_version":"titan-u-contract-v1","latency_ms":21.77712499999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628559,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_21","prompt_sha256":"fe5515f425be9b0637d55a9595e78e03b2a710404e298997e57887a68d0c8161","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0fb2e6186e06db9449a40459ffa409af893f5bf6fe30dcef158ba0e4449e692","formula_version":"titan-u-contract-v1","latency_ms":21.622707999995328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLU_management_59","prompt_sha256":"976924d135f2afa60af810746ab66caf6d357e1fab845fec29c2a2ce884328ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246385},"components":{"alpha":1.0,"bonus":1.0637145411246385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"16fda39f8b57dce53e8aa63339d68bf700eba278b2ed73904d40548d6b62efa8","formula_version":"titan-u-contract-v1","latency_ms":21.215292000022146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030381207791305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2273","prompt_sha256":"6f133fc232cc423fdbf869bb6c2de6a96bb534a1d6c1d54a62b22e319d5b4628","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b47b41de3789cd0636e863769482d7eac43c915bac033e47824dd7fd5dada49","formula_version":"titan-u-contract-v1","latency_ms":21.592749999996386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_195","prompt_sha256":"5db4746da01a77912eb580df4a98437e57bde94bbd708b3de9b4243940a56607","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"c23f029d51ed08bf1e6730692e7ae480b24444271bef26f8175885f8181b5233","formula_version":"titan-u-contract-v1","latency_ms":21.135667000010017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_695","prompt_sha256":"ac9fc302452fb98b2e3e0d520873ec33b6d8695930f2d276a1b122872913ab60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3f370fc15d1e07b90e42b9b9787b699e34a83812c536a6a87fc53d08f18f469","formula_version":"titan-u-contract-v1","latency_ms":22.02487499999961,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_182","prompt_sha256":"f21cf1b90f47a459d04b190de82fc3cca170a7cf1cfd84cf761920ef742c9c12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"7347b360aee1124b82b4a2838ce033f5deaed470615ce45a5be3d477e2424dd6","formula_version":"titan-u-contract-v1","latency_ms":21.806416000003992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2643","prompt_sha256":"83b8a70b5f0b7b00f516aab8b042a1024944de83077f15913040469518405cca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a3950912da4e83ae003c16261871fb69149de09822b6dbdab986c47dd0df43d","formula_version":"titan-u-contract-v1","latency_ms":21.846124999996164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_335","prompt_sha256":"e9ca25d6f2f33f685453e3040285c681051770fc8f911f37c7f183a6b5ba263e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"76173cd6dfd20f93a4ad18075cc9907c4f7c66e34d3fe680ed59b70edc007ce9","formula_version":"titan-u-contract-v1","latency_ms":21.634917000000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_693","prompt_sha256":"dffc83bbb2f2e14712b77e8941091c489742356e3227075229dcf68e22b5296e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063862982395993},"components":{"alpha":1.0,"bonus":1.063862982395993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063862982395993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"41523e4e120decdb01e2b429c0c9cfd447857480e1592dbb033c451c0ac971c0","formula_version":"titan-u-contract-v1","latency_ms":20.979041000003917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626596,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2755","prompt_sha256":"afbba83e3507cbdcffab46c1b60a776322dc9e405dee769e0410b563f36effe7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640870646944263},"components":{"alpha":1.0,"bonus":1.0640870646944263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640870646944263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"f55bc87fac0b32251b6a9b9c34ce1577c4a4f8dc6df9af005fe45f3f4cdcccb9","formula_version":"titan-u-contract-v1","latency_ms":21.71124999998142,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2180","prompt_sha256":"519128c5d58cfbb4ce4553026534a1b0148509444a379e7022625fe11657a9e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"259aca825fa917febd38288af2a234be7deb93762b5b669c95725f522aa6ba52","formula_version":"titan-u-contract-v1","latency_ms":21.24249999999961,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2135","prompt_sha256":"4760a80d2dcf6723c59d82b6f164b4d3a454cb1f0ce2152eb93079d99b728ee0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eb2121e6dae7024267682977e6b677f0614569cf8f2a8cecd315036712afb7e","formula_version":"titan-u-contract-v1","latency_ms":22.705458000018552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1870","prompt_sha256":"6ae470b9d46fd2556be108d6781c8c88040ff52d94ba1048064c97ae3459051e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"9da3d5d5ed61b2e0f1bdf56ea7adc41f32e39c5d6231d49b8da627e6c46ed8c3","formula_version":"titan-u-contract-v1","latency_ms":22.137458999992532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1027","prompt_sha256":"76cac275ef1b1a93cb694501911258644a2b758bbba6a6414ebeb071c8f79411","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2d2fceef71c2394bb68184bcc903cdff4777b584b8156617669dbc6f7574ee6","formula_version":"titan-u-contract-v1","latency_ms":23.102790999985245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2607","prompt_sha256":"dcb5c283b8bb018813fe175fc873dd82bb7d042967cf166ebb7198023919cd71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"c245112f71e27ded163a3b4846d70538bb4b90a03796368d770243739e1f0cb5","formula_version":"titan-u-contract-v1","latency_ms":22.530125000002954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1866","prompt_sha256":"f46e79956e32178030380f867f5fb120884615ccc0df3b2de992815e0a66aefc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490125},"components":{"alpha":1.0,"bonus":1.0639694287490125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"859b4b6b4ecab0bad265491bf907ad0855b36f16879e8e85dc710ef5f17b8190","formula_version":"titan-u-contract-v1","latency_ms":23.669500000011112,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030636095415679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1631","prompt_sha256":"d7b774072587904e0a433cfa63958a9b78c21d65f3fe1cdd0cee6889c14eaeaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"6afd76bd5d6b3ceccd141356d2d18e2f3b753e6acfb5719800987a988bf76c4c","formula_version":"titan-u-contract-v1","latency_ms":22.541208000006918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_570","prompt_sha256":"8ec747734614c4e12449b844d2f066d6a6adff6bf13cf75124efca3a9c1ad0ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648541603489652},"components":{"alpha":1.0,"bonus":1.0648541603489652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648541603489652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4900,"eligible_count":122,"excluded_count":18,"feature_sha256":"716366b9e616bd0096a1f45805153dac94383688dd336e6096badf85f42debcc","formula_version":"titan-u-contract-v1","latency_ms":22.934166999988292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315208270156317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_760","prompt_sha256":"1a27659e831305e754325096c52a7095bc8fd15d92cf406d1ecf9a93c0926636","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b68a6eb5f5564e8b2a38f19cb1824d1e71d0640594f06c023c8e2da8d43ea03","formula_version":"titan-u-contract-v1","latency_ms":22.57608299998992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_861","prompt_sha256":"baeafa2c11f6e95a7514ca4d99ff5023cbe848c214e8730fd5f3642d9d10e87d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"199ddc3332dcfc793338ebecb798966ec5ff9d54db89c0db00cc5b7a94bc335e","formula_version":"titan-u-contract-v1","latency_ms":22.510749999980817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2580","prompt_sha256":"378fd74ff6d672460b1bc5a145dfabf51489e33c0002f6d5ad14f9e08d914fdb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dd456c60520e35900c9159c1d42ac290831a6abbd0acd6c6a085551b93c03fb","formula_version":"titan-u-contract-v1","latency_ms":22.028709000011304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2491","prompt_sha256":"14675c6cd249c620c6e1c8fc69bc45d5aa2018c7c61d894d6c76ed69a877dc96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c3d56e4390de0d1c1d676fc7da5ee3068592e0923311fb475e1520d6fa9106d","formula_version":"titan-u-contract-v1","latency_ms":21.443582999978616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_104","prompt_sha256":"7ba7917a8f8b021542f4b2b478ac40eeb84a438f63f86bdf614edb7b36181999","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"c424b14eadb173b10ad7e0893f69b3bc80228dc63b83371e593ee007e281c831","formula_version":"titan-u-contract-v1","latency_ms":21.727916000003233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1481","prompt_sha256":"777c389f39f3ea877a2051d9fb1553a1a27f68210663b1dabaaa45972f923755","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959942},"components":{"alpha":1.0,"bonus":1.0638629823959942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"070156b17f6e2ddfd71a726d4727beb6e92de1a94ee892f53de7fafec79a01ae","formula_version":"titan-u-contract-v1","latency_ms":22.230208999985734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_340","prompt_sha256":"98135dd073008a10e3e051acf1ddf57dabd2764c984d6bcf95dcd1ab529bbab8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"c47874c037cb984e8de498e351b1c091aea4d637b7a33a35169e1552b83051bc","formula_version":"titan-u-contract-v1","latency_ms":21.988875000005237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_279","prompt_sha256":"f82c34491ade1472dc0ac3fc9e1d7f4639d70971d6f00266011422eb037dcc34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063758111749329},"components":{"alpha":1.0,"bonus":1.063758111749329,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063758111749329,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"9dbbbde2e329964fbb48deb597201acdc3d69250289eabd3c60ebc59a35ed950","formula_version":"titan-u-contract-v1","latency_ms":21.415040999983148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2170","prompt_sha256":"4712b75ed74ce25740f79299346a07a1527be0ccbd2cf29aea2f2e9594bd4a09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b961bb976bd3f85e8f656721b9abdb261c379903ba3c9fabfe4e56394ab136c","formula_version":"titan-u-contract-v1","latency_ms":22.492625000012367,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2718","prompt_sha256":"2ca4edab1e52495aff838b164a7fe3429a844a7f66ce66decd97928e15ab7dcf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ce9c81d59dcd94e0e0ada1a59e551ddd246dfb4aa4c7dcfd1eca811d93ae0c5","formula_version":"titan-u-contract-v1","latency_ms":23.92712500000016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1643","prompt_sha256":"cd96de944fbebb5c8e81d7513296ce849bc770fdf2531975bc5e3e6fece986f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7617ac1c19378feb18624d942a3e7d0e81f586a7a11cee444d3b6c4aa594db0","formula_version":"titan-u-contract-v1","latency_ms":23.43970799998374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2001","prompt_sha256":"3eda414b618fc0eb2df89fbc129780327e004bb09b6c9deed068dea113613959","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4786,"eligible_count":122,"excluded_count":18,"feature_sha256":"32f6026be6a25fc16d6004e2e26f605ed62be524b4753c2f300ddcdc769d7536","formula_version":"titan-u-contract-v1","latency_ms":24.934457999989945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2160","prompt_sha256":"e1d9b3c27857726de6e5385908646f0d3feb58d18f7ea0ba15eae3d53bbc9da8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4644fa4f97c74428f4dbddbca932d15edbeeba7b2cbec0c6b9216c20f525f45","formula_version":"titan-u-contract-v1","latency_ms":23.09649999997987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_373","prompt_sha256":"59bb5c7007ed3415b4f776e8325ee9a4cef4fad2abe141ed29c36173153bc8fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493307},"components":{"alpha":1.0,"bonus":1.0637581117493307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"73d51ece33fc3d17585a70eab0d69c9bb97fbdb9ad694b61114adb153063fed8","formula_version":"titan-u-contract-v1","latency_ms":22.848874999993996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2303","prompt_sha256":"4b55b0376ee3860db1fcfbe4d9c0ef2f30d0ac01858e7e82304fdcf7ce7e89b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bdd5f9457d7f64af87542e6df1cb9b539a976d7035f3c2bc8d217a84d731fef","formula_version":"titan-u-contract-v1","latency_ms":24.509499999993523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_504","prompt_sha256":"681cb292b56d2bcd82b898cd8b3b210dbbf3faa9c8f05e27c52edf02bd020ecb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"9360864dfa9a154e3340ac07105d2d808034906fe73d017f716ac33d3a577b18","formula_version":"titan-u-contract-v1","latency_ms":22.30400000001964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2040","prompt_sha256":"805b7e18b2b3c17de899deb12bd5de73fcb9b453f8186f46c8512f271107da13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"e310ab49ce64c3f285970062d669ab6f6c1612d22a9c593775406728af4b86af","formula_version":"titan-u-contract-v1","latency_ms":24.563415999978133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1231","prompt_sha256":"861b6ca57f6e1f122275d826b306c61d4fc7f5008e0bfd8fbf8f67920c5e30cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641814966501257},"components":{"alpha":1.0,"bonus":1.0641814966501257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641814966501257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3cc71d9a03b51b72b79324befb4277865a2f8872656c7d7110f01a3270136e9","formula_version":"titan-u-contract-v1","latency_ms":23.556790999975874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167923,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_211","prompt_sha256":"e898a0ab20ea2888a0952d345fa974ebb9ab56b748b39d8676165d058ae4f7c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd04f0088ee17c063617a7a8f24182aec62e7f96590ab921c76c4197f2b14d29","formula_version":"titan-u-contract-v1","latency_ms":22.626249999973425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1375","prompt_sha256":"5990eafd7898116f41fe28dd5035c1ac28dacf3c77cb5c6c6cddb034b953999a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4298017bb8e368f2417c555b87216a3ac6e67eb42908786b5e0be4bcfc3f78c","formula_version":"titan-u-contract-v1","latency_ms":25.222458999991204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_567","prompt_sha256":"253d60dd0e62dacbae30bcba8b2f57aaf1e2d6c69f30bf25aecb88f080e7a8ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942019},"components":{"alpha":1.0,"bonus":1.0642563277942019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a65e3e36df2de06dddcabebb168ec8e9ac179e93cd975965e21d3781b65827a","formula_version":"titan-u-contract-v1","latency_ms":23.359375000012506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1582","prompt_sha256":"a26943d6ef202674a257e7b8508187a46ad9d6be897feb6829845c88e311d057","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642284507155877},"components":{"alpha":1.0,"bonus":1.0642284507155877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642284507155877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"64fda4ba083ca043be53ba9d58c42303b18561f1d75ac4d3352e04de5076422a","formula_version":"titan-u-contract-v1","latency_ms":22.236040999985107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308951173822543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2004","prompt_sha256":"3f17b5c76a8eb3328bdd2521379ad82390b76f69d4a1c0369c0ab790ee45b3c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f0cab7d5034b4c32f3d10600391a6adc2e9a31af59a550e123eb243d1beaa69","formula_version":"titan-u-contract-v1","latency_ms":22.664042000002382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_353","prompt_sha256":"a5b3f1e445d63ec66d41d6765e402723f526d47ec6c165da586a7423a3ed94ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959953},"components":{"alpha":1.0,"bonus":1.0638629823959953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"c169348482d32af2955d31b7786e7569eb9ab5d2cbeae42ad7631399434b1d5d","formula_version":"titan-u-contract-v1","latency_ms":23.37966700000038,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626619,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_225","prompt_sha256":"c6eff5735dfb230f76128500b83e59bf934134373da2a278d1bcfbf7286f9d10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"b40284b5787dcc0d6af246687e20e8a506fbb1cc38a46069b48039802a93982b","formula_version":"titan-u-contract-v1","latency_ms":22.660209000008535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1815","prompt_sha256":"140ef1bee72319d578f27d9302fb8477d93c6896d8b98a240abd4cff7ac2ee74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"392687bf5b3b352240e7f11bb7f05ae78d87dc7efa5d1dafa4fc0bbd4c3e8d0c","formula_version":"titan-u-contract-v1","latency_ms":23.119458000024906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2193","prompt_sha256":"0aaae5be7b32e95c97500b36404426a54d90369d0582e925d2e4848c6e142dc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1382618494fc66ec761def349c42a88146bcb36167b640ee7e05ac5502a579f","formula_version":"titan-u-contract-v1","latency_ms":22.10025000002247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_625","prompt_sha256":"0e71eb56a25ce56ad2db999a4ca8eb3036a27d544ef1105dd79bb5ccc3b4f1c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642048418009098},"components":{"alpha":1.0,"bonus":1.0642048418009098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642048418009098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4754,"eligible_count":122,"excluded_count":18,"feature_sha256":"17424392eb1ce150783d8cb206317b6e439b922a6f6c24beb5bc0bb2a902e405","formula_version":"titan-u-contract-v1","latency_ms":22.64004100001671,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_547","prompt_sha256":"ff344c83b83ca574b91c4e0bae3f578793b141172c87570cc3b298104c830857","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172516},"components":{"alpha":1.0,"bonus":1.0640254674172516,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172516,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce99d97f686a729cf8d39c6d1a4d69aed40dc499cdce76f58d7dd9a0d80ddd07","formula_version":"titan-u-contract-v1","latency_ms":23.48079200001507,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839181,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2417","prompt_sha256":"f9a69c989805018beab3b86bd5366ef1b8b7a1cf0d62562f9f6f3bd8473b5005","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccc5da085eade39aa507078f4c4d5e31c410127e5e6878dacaac5589e676c3d3","formula_version":"titan-u-contract-v1","latency_ms":21.39024999999606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1059","prompt_sha256":"fb2d5d4b83c8a8cf76c0610a246456cec8db80bc93d3180e7b4d97bff44a8043","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6b531c25e5e6a0c3d28caa3d648d14bb941f6dddcdae969682454016f0b8ad6","formula_version":"titan-u-contract-v1","latency_ms":22.658750000005057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1031","prompt_sha256":"ee2dae4bbfb869fc728c3fd69fb0b3bf1a16267576a845a8aad37f7d655d3ce2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d859c3e92180d0adb2b38612dd751a7633576313c536ddcdcf6e0b12cde4b27","formula_version":"titan-u-contract-v1","latency_ms":24.116874999975835,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1847","prompt_sha256":"3124448dd04688d518094b39bc747fa5af7c12bc5315b624a430364fbb487468","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"082e21fcb7835bb8a1d0a981013fea73e89222ebb4f4f41713828782157c4c9c","formula_version":"titan-u-contract-v1","latency_ms":23.704124999994747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_189","prompt_sha256":"32a891a2b5a1b78a46cedea2569f8a6704513a4324ba7309700fd491a55342b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"a560fc87aecd9613cecf295300e43966a43c4ad0f2ad487cce860e63e4e0c9ab","formula_version":"titan-u-contract-v1","latency_ms":26.547417000017504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_295","prompt_sha256":"b495c482baddea145e49aed36ea3886d3d3e27f8e51d09adf0306d93dafa8601","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c236001caf4d03836a4a87b269cff0390c0704519eef0e32a65473548b62261","formula_version":"titan-u-contract-v1","latency_ms":22.70749999999566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1253","prompt_sha256":"95cd1de18f4cc9c87bc3841936f53582b9e6c66d6091dbbaf23c722754c9016b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008168},"components":{"alpha":1.0,"bonus":1.0638694153008168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7f1d0ce9619559ea47b06eed4fd019875120683a670dd1657f3ece4bd4ea07f","formula_version":"titan-u-contract-v1","latency_ms":28.691666000014493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1498","prompt_sha256":"6c44bb8c5190328ed3ae099219d201124a39b5928e89e9a266afa9953d1c9526","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"af1f365633fd38d78183a20d28d1699bcf021cef35508c5bdba87b5a97f1dcbd","formula_version":"titan-u-contract-v1","latency_ms":36.37833300001603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1321","prompt_sha256":"3294aa9587f410ad9820f58329142d6dbd6c8b6c76c2a7bc395523185908c866","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"dedb2d1adb5429786e76bc6eaa74ce0b84d3f273f6a5ea73d52f236857788984","formula_version":"titan-u-contract-v1","latency_ms":25.879500000002054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1967","prompt_sha256":"2f1b813034a27c97d07185f319f7b106f85cf4a15f4fc79f1aa4267cc082517c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"2042c3233ea992d8ffa85495685072f104714fd56a9f28e651b0304e382a31b3","formula_version":"titan-u-contract-v1","latency_ms":26.601834000018698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_450","prompt_sha256":"f8dc490104abd28d6ec92af8e7f472945c9583d4cdfc6642b5ec849d3ca13f81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030172},"components":{"alpha":1.0,"bonus":1.064090754030172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"531bc9cafa37c6feba46c26bf8c48ffc578be1f00086f384e504015b1c466346","formula_version":"titan-u-contract-v1","latency_ms":23.84891700000935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1569","prompt_sha256":"c0ab623dd5c49cea414ada95fca2c18c9f72bffd2d803a0602de41665312e334","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"15ef45706797f7a74eb2c31df64c11f1105567a1961d033e756c80737319d7a2","formula_version":"titan-u-contract-v1","latency_ms":23.123083000001543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_796","prompt_sha256":"3b8d050e17305fa2f30916f474c88e1d3f47a25f81b906eb4d1d4ee1f63c7b6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064094450695051},"components":{"alpha":1.0,"bonus":1.064094450695051,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064094450695051,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf42bcf77e4ceafc924623eb65134ad0e54f8f5443b3d5d0213e273ac4528ebe","formula_version":"titan-u-contract-v1","latency_ms":23.419625000002497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2790","prompt_sha256":"f36f7e8b52071b2f4056ecb6b193728326e7c1a29ec3c281e1f2180619c78166","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f8829bff0a2e9a6b20609500c515b5b5a1e1e2f6e2eb768c40c8f8621378f8b","formula_version":"titan-u-contract-v1","latency_ms":22.6287090000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_803","prompt_sha256":"f9bab3317fd0ffb46ac9afb2755b38fdd60f10156393d6c57524bbe0caf23b53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940706},"components":{"alpha":1.0,"bonus":1.0636429293940706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"c36d6055b130913f9802c9167198f9e4ea36270cb9720f6d1c2097f98d36eafa","formula_version":"titan-u-contract-v1","latency_ms":23.442791999997326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2588","prompt_sha256":"6e3ba3c01672c8fc4ab6422199651745afed269edfa3ac4d19dce35cbae0369a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640433643653813},"components":{"alpha":1.0,"bonus":1.0640433643653813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640433643653813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef33236f8602a682fc9f02125257bcd5b56ab4ebd4cea41b530756d59ef04c4a","formula_version":"titan-u-contract-v1","latency_ms":23.914165999997294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307100310320478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2414","prompt_sha256":"b6c4f1159681d4ab1c914b9c899aba00cb5aa99a3e681fa46a8e76ec76837651","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"a45a6c3c1b8b618c88e50e6f23084307b3492714a8a2a8ff9194797252628290","formula_version":"titan-u-contract-v1","latency_ms":24.374207999983355,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2769","prompt_sha256":"2065df30c5889fb2573699b7e12787d216166cacd850178426112fddb79f2d6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069643},"components":{"alpha":1.0,"bonus":1.0638064064069643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"2921535edd48d4d36d8625a9aa1fa765d663a9f3e419b93d37117adaca2d927c","formula_version":"titan-u-contract-v1","latency_ms":22.296915999987732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1080","prompt_sha256":"c5a5cf2a9d5b4d5c5864396d480d9c089e2d7d9dd91c6697bbf5a5500eaadc90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640397703152358},"components":{"alpha":1.0,"bonus":1.0640397703152358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640397703152358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6bf953ece3ccb61b1401bc2ee1d98d4ba1bab07277029de654fb725295b37c4","formula_version":"titan-u-contract-v1","latency_ms":22.94566699998768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2444","prompt_sha256":"38fb03b4ad8ffc6c9a904421caa965494eebd51b25ed991eb903da0af13575fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"469c86a92f371f5ff5db4ab73888bf19f5644e5acb19fc173ad4c7aca305ddd7","formula_version":"titan-u-contract-v1","latency_ms":23.027791999993497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1278","prompt_sha256":"e951833b9c959f61dfc409c0b60859bccbfbbc48c2dfbe3b67c6ede3fb8e8752","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181519},"components":{"alpha":1.0,"bonus":1.063866195181519,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181519,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"f087ec3ab87cc2cded10821c1b67446b793b8b458295f46163e87b4a731effd0","formula_version":"titan-u-contract-v1","latency_ms":23.572999999998956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481855,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_288","prompt_sha256":"bac42e3fabba09dbcbd7ce034800c0c73cb5644c1839562b252715d7f5cfbfd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456386},"components":{"alpha":1.0,"bonus":1.0640469657456386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4712,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd7bbb977f4f659bfa26790387e91ddcfbc7411a1f24cf404182eee5d438cd21","formula_version":"titan-u-contract-v1","latency_ms":23.438500000025897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307136324123052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2169","prompt_sha256":"3a940a9d71303094da22188608679075c210f49c924471b976d8525774a981a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c6ce7a594c2929b60837b86c729eebe198e38f6d3f1e3e98195c9eb8eb3a715","formula_version":"titan-u-contract-v1","latency_ms":23.300624999990305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1651","prompt_sha256":"e0c6caf684c6db378a523d13d4396d98e867c0ea2422dd27a54e09a01bf1660e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"48946d2d717b8021075f385d2acf6a2134f3bf6420e1ec354f3631780fcc09f0","formula_version":"titan-u-contract-v1","latency_ms":22.883583000009367,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2128","prompt_sha256":"9906152a3b5d445392d94c9809b674da12639d8e9f823541119888f721ad62cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dfee66b4d23c4fecb74965f30aef6082756cb0b216ab3e394233b5731c848c0","formula_version":"titan-u-contract-v1","latency_ms":23.147125000008373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_33","prompt_sha256":"d77601cabb1293d0a4c97ee19965e50549e9f5b65cb71db3bb35850114bd7f0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5f37996cfca78fffd16a89a650e54000585d3923c50744bd0f3cc05695e2551","formula_version":"titan-u-contract-v1","latency_ms":23.627333999996836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1154","prompt_sha256":"7ea883871cae310faed383574428ee100226488a7ed70b40f6bb7901790c3e50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bc0ab5bff7f4407c1b9e6bfab8dae65ae396852e03346bd7dbb824e2f80ba19","formula_version":"titan-u-contract-v1","latency_ms":23.203207999983988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1379","prompt_sha256":"cc4b1d6931f09111a67d9a1d1207a6b7710a2db59c5151413a1230178189c7de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"8887a1811a47abb36cb8bc1ed9c18d90ea1f68cb26af6437322cd3ea2056567e","formula_version":"titan-u-contract-v1","latency_ms":21.970083000013574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1389","prompt_sha256":"9c21b80e5c61191123064480945c7b1deaf41c6b19f506e59e9a9244dfc631b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"589f793dcaaa55e7608ed855d7f17647d981135a6de9972a3135c7e7b11df6d7","formula_version":"titan-u-contract-v1","latency_ms":21.77204200000915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_832","prompt_sha256":"28ce7e30e925f5b7dc5c16789a60b4fd00728d90dc7d51f731da1c828bbc47f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"fde7662d081b9b811251a4d1a7884169b30d87ac60a9f77d109dd7e9be64b060","formula_version":"titan-u-contract-v1","latency_ms":22.75708300001611,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_563","prompt_sha256":"bbfebb5712f7af747912328ae9523d6152dd45768a85bc90fcb58f6e6b7cc7fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281287},"components":{"alpha":1.0,"bonus":1.0638250010281287,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281287,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c9a59b29958c6d0e2d111f4f635dff0cc288ff83ba31684a2d1f2db03fce51f","formula_version":"titan-u-contract-v1","latency_ms":24.05787500001111,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947953,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_484","prompt_sha256":"d907cb8f04183b763b6cae664c3fbd33609e0fb1c82fb7c5b23a11d9eea481e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530823},"components":{"alpha":1.0,"bonus":1.0637670239530823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab40b6bfe962330360d23117f7ec15a67a8eed54d66b08ee7f1c185c607870b6","formula_version":"titan-u-contract-v1","latency_ms":24.236166000008552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197489,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1852","prompt_sha256":"37f7205b1a2d430620023dd10581763e47eb40cafb65b1ffff8a8a50a755810c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064079708010636},"components":{"alpha":1.0,"bonus":1.064079708010636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064079708010636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca4b55f1b0255b4b0c966282b0514869807208a00a8f0522582311fe653fdda8","formula_version":"titan-u-contract-v1","latency_ms":22.69816699998728,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307463746773025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_292","prompt_sha256":"bb2e80aa94e3867ed28fd53e0f6b53a45bccd77564904112665e2b0948138ff1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797063},"components":{"alpha":1.0,"bonus":1.0639152669797063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecf5f84b2f641745b48d076d1849005e63a953de190c8bbe652e92940babe6f2","formula_version":"titan-u-contract-v1","latency_ms":22.853540999989264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305819336463728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2340","prompt_sha256":"22e8cd32479f3048bd97f9ac20b04226d10820fc79d4076a76674ef42938e7bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"db297c90d9d4f36aba449611e70afba4e43e2170aebc4266db816e8eccaeeb3d","formula_version":"titan-u-contract-v1","latency_ms":22.82954200001086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2411","prompt_sha256":"15cc7811311e0f9dc54ca83a8750096899838b1d698afa2f0389e132c75aa5d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"54ce1dafa94d42b3a006cd55995840953c6ead39b2945876d2af0c94cb7fad72","formula_version":"titan-u-contract-v1","latency_ms":22.460541999976158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2021","prompt_sha256":"8fd4c424b7a04a605bf3ecbe5ae5c00a7edaf9e561937423a500da8a218fea51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187738},"components":{"alpha":1.0,"bonus":1.0640219100187738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"b358d7a0e5dc3699c4df5522ecba3137a5bf24f9bb0fdda9401ecb887aae7d91","formula_version":"titan-u-contract-v1","latency_ms":24.814375000005384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2713","prompt_sha256":"e7a5ff20e2ab1840b2c2e5824f25619557710b321501388c9bf31bebdb50dded","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab8b4bf1e32b9fe33f28ab14fe8cfd249fad2b91f703353eb21ec30819fe6aec","formula_version":"titan-u-contract-v1","latency_ms":24.49762499998087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1028","prompt_sha256":"74652fb61a3476ae369fe43b76f1800c27f284f6d71f4c117402dcf1eeb35a65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262033},"components":{"alpha":1.0,"bonus":1.0637850464262033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ac404bbb0934faad48aa1244106470aeadf1fc2dba53686feae36b42cd5722e","formula_version":"titan-u-contract-v1","latency_ms":24.99558299999194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2138","prompt_sha256":"5e22f48887b123e952363004c13e5622c5c15d838f5f5c48ec6cfe9b42d04b08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a59a94874f35cd367830849cb705951d51d14958742191861b1a1d56c7b6cb5","formula_version":"titan-u-contract-v1","latency_ms":27.776249999988067,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2143","prompt_sha256":"b3a7fd5fab9a8c30a6c882a242cd5597c92c8499c1bf63d52b94604011d5f287","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"54cefabe09e46cf03af8bad01c434fe93f3407290f81a287ca2f6a96ef01ca91","formula_version":"titan-u-contract-v1","latency_ms":23.168290999990404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1824","prompt_sha256":"f4bd49eeeb1c0fe3aaa9b023c359da7be4185ffcf4cb269315a6b36da5899332","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"1717ae3aa1e75900a835900592edf9503da73bad9ed663e4f9611322e525f18d","formula_version":"titan-u-contract-v1","latency_ms":24.08566700000847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_260","prompt_sha256":"5fdcdbb8e9c580025bc871e6d541ef78a4bb0fb530ddd1efdbeabdbb0e234f89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"31d4ad0a20cefefebd5f1638a3dd147d95d10e331c3571ef0814b5e5d4357cb6","formula_version":"titan-u-contract-v1","latency_ms":23.014125000003105,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_65","prompt_sha256":"8e0330ed8eef90744e2dfca539e53c46757af62e3bdb2d23db14aa8dc98226b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"547ca5688b39b124ccd6295e4ecde77d813d0bf3c973143be682c6770593b23a","formula_version":"titan-u-contract-v1","latency_ms":22.75366599999984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1340","prompt_sha256":"d52d0b21004389073e44677b3fbaf5339ff50fc3c7d5d1527061fcf6146eb1c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"70d7e1dfb11d8a20d5a738813a56b0d854b6fadd8218093cfc91a968f7b58a3c","formula_version":"titan-u-contract-v1","latency_ms":22.447540999991134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1145","prompt_sha256":"786b2c0430cf584de4284f736a2dd081835ab7c50472d43f620a8c000968b14a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4ab9a6ff30bc1c69ab15d81757d942cf630cc64eda6feec45572f186b91b44d","formula_version":"titan-u-contract-v1","latency_ms":23.120625000018435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_461","prompt_sha256":"5c2ca59cf7fae527fb43457f7a9112fb9bddc619a92df28bc86d718046717acb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0508f14063614e596516a26ac4eb738b3df051dee7e83a5cdd73e59d152b871","formula_version":"titan-u-contract-v1","latency_ms":22.570457999989912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1200","prompt_sha256":"404851c726409c73d7efd68c9dd8e991976c658987377e4f9c1cb3ec678eae41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3e628385758ab51b62962ad8f448669a9f8a99750182b5a74b8ed42518a41a3","formula_version":"titan-u-contract-v1","latency_ms":22.688417000011896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_157","prompt_sha256":"99e8fbff086783afdf900612e5b81c5ed7e65dc10a21bb0c8f2f7973e50fae7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064150780111775},"components":{"alpha":1.0,"bonus":1.064150780111775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064150780111775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"d45c56a95eb94459c244db1a53d0d70089808e6710bddd1110a2922d86d00c1e","formula_version":"titan-u-contract-v1","latency_ms":27.997999999996637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_192","prompt_sha256":"e40f9309468725c821ed6c30f24b54d961380d1cd6cbbc822dc37a3d55661989","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640650825959845},"components":{"alpha":1.0,"bonus":1.0640650825959845,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640650825959845,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4717,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0c1da2489f3647ed30e08888300f5d367d9069cf656ffb7022e8acbf6bf1ab2","formula_version":"titan-u-contract-v1","latency_ms":24.486082999999326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030731749262651,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_254","prompt_sha256":"be5efb10a8e363812e562227cec098939d4ffc5089a422780a12b8c89279504e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759644},"components":{"alpha":1.0,"bonus":1.0638921614759644,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759644,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6cd1b76d758786aed369aca42066c815eb60a2dcb62787bfed22021ae50dc82","formula_version":"titan-u-contract-v1","latency_ms":22.910416999991412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030558828142631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_290","prompt_sha256":"af22da944b29b0823e73afc19bc9e4041c33723faf81fb7a8332cc51f89628a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647998051277057},"components":{"alpha":1.0,"bonus":1.0647998051277057,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647998051277057,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4889,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdae4be148b2a72aff774a26d3a583883c0da1e73ec340ba8eca928aed5afaa5","formula_version":"titan-u-contract-v1","latency_ms":22.67729199999735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314664717943722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_313","prompt_sha256":"4f59d31780b741e4344c9a6558ceee82e0cb9bbeb20d3aa903152641807b4c77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624346},"components":{"alpha":1.0,"bonus":1.0639523015624346,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624346,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b8e9e5ae26e9063e3d102deae9ac8b0fd67cdb1ac884ea7fb0294ca0a8b6022","formula_version":"titan-u-contract-v1","latency_ms":21.619582999989007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291012,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_315","prompt_sha256":"17cb2839a8221cc4df97ca5a840f862dbf3d5c2b329f4e92d18e7dae7285e30b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"49aa4457f06e406de5f0dd95c71993d1db1c29c68ede6b2d1e22d461aec20cbe","formula_version":"titan-u-contract-v1","latency_ms":22.83600000001229,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_337","prompt_sha256":"98b4c41a809a265823ed476b2def5fbfb4aff28738e226ca8d0911c80511f4a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365943},"components":{"alpha":1.0,"bonus":1.0641776314365943,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365943,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0349a4c918a562342a898b0df9c2ce3a5b906ea1470e11275f301d4eb7371f9","formula_version":"titan-u-contract-v1","latency_ms":23.861665999987736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_341","prompt_sha256":"3f831f8e535f3f6b436072f6bd1765236dd2b71ab81fc333a1c56346c1340adf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645233711913045},"components":{"alpha":1.0,"bonus":1.0645233711913045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645233711913045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4830,"eligible_count":122,"excluded_count":18,"feature_sha256":"3363cb6cf8ba076f4ab7c4c063476607ceb903c48eb50f476165b3125bd7ccf9","formula_version":"titan-u-contract-v1","latency_ms":24.234417000002395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031190037857971,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_380","prompt_sha256":"019dd242afa5dfb387f5f2da40333555db30762d6f182754951e0a30fd413863","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652928147931913},"components":{"alpha":1.0,"bonus":1.0652928147931913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652928147931913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4983,"eligible_count":122,"excluded_count":18,"feature_sha256":"810f33bf503152b26b855715c207aea1aad18e0fd9c75e5e5e2362e09df9cbe7","formula_version":"titan-u-contract-v1","latency_ms":22.662374999981694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319594814598578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_478","prompt_sha256":"6e424f3e5ab40d17fd80b9301846664307cc29fa643c487d2a2826cc3567f396","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bc2e45a077b24af0e7d46b6fc79ef37ab47a9b6df6026bb8d16b27c44f65a7b","formula_version":"titan-u-contract-v1","latency_ms":22.58266699999467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_481","prompt_sha256":"14a99455cf1c3f4b0b65072b0e681507ffaec7e505c1ecd1843ce89779b470c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975409},"components":{"alpha":1.0,"bonus":1.0639185970975409,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975409,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fdc6a21a69084fd1bc6efba4659039cfa6e379ff458fc652b2eafbbfab175be","formula_version":"titan-u-contract-v1","latency_ms":23.176875000018526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_487","prompt_sha256":"ad5dbb37c87fc89c998ff950b1909ae37bd5b8ec48c0368dc574568a9099d78f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"583888006ca6e05774f619d168c477c2b767d5e5ca1777924dabeac97808989b","formula_version":"titan-u-contract-v1","latency_ms":23.273541999998315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_545","prompt_sha256":"bd20c5e0b317acc7b38f26a924d16c02d1f13f920330cebe80ac7f9e84b30170","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655813554112141},"components":{"alpha":1.0,"bonus":1.0655813554112141,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655813554112141,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5033,"eligible_count":122,"excluded_count":18,"feature_sha256":"c40834fd7af5b0fde18eced9aae9eb66c655a1e7a65e4eba176bb6d3117de105","formula_version":"titan-u-contract-v1","latency_ms":23.32445800001892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322480220778807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_575","prompt_sha256":"3426ec711b53c8659c2af64f0dddc86ae732de24d14edf3122adf0bd74bcd60e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"546772d35004edaad831e55168ddf617b8ec7c39fe50e596b7bf220282d69d94","formula_version":"titan-u-contract-v1","latency_ms":22.428708000006736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_734","prompt_sha256":"61228898e89fb41754fd3ff4c7b96d7be979c779d1008583530eb541665435f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643630137316873},"components":{"alpha":1.0,"bonus":1.0643630137316873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643630137316873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"b10fd93f57c6eb649505fbd28c0a3112b2f185dc2d9917a9f64e2295da2fcb46","formula_version":"titan-u-contract-v1","latency_ms":23.556249999984402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310296803983539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_747","prompt_sha256":"d2e79f6703ae0ceaa3428bf81c5ce5da0774916a5535daed1487f2554f5277a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117753},"components":{"alpha":1.0,"bonus":1.0641507801117753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b7239ea87054f2117cf75843cd40a7869b268a096e0e01e846af51aae4f3dd8","formula_version":"titan-u-contract-v1","latency_ms":22.508041000008916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030817446778442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_800","prompt_sha256":"2945c5e5a9bb2b09a43ea35fe6d52082b170d226f6ef0256b765fb5d64d3770c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916246},"components":{"alpha":1.0,"bonus":1.0641699229916246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa68f37e851af1aaacc70cc7b502da4dfe03f0f687a41be5b43775323940f4cd","formula_version":"titan-u-contract-v1","latency_ms":22.400250000004007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_864","prompt_sha256":"5e8c6f09337c4cf7ad5e31b362db26c26501492661abe4089594d8fa718036de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064379866401089},"components":{"alpha":1.0,"bonus":1.064379866401089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064379866401089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"821aa4f8abacc903213f7633c78215c1cc7f38a8230629cd2e338611ab5a6344","formula_version":"titan-u-contract-v1","latency_ms":22.79729200000702,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_947","prompt_sha256":"68a100c84d9fc1b32a5b20d576ef4e8d70f90095caf92f4ef1b3a2a97b550a4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"58e6e1f3643d14d42d84ab0b2c7142255dce8fbdeeed48a28d60a8ad224e85ee","formula_version":"titan-u-contract-v1","latency_ms":22.13554100001147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1134","prompt_sha256":"c85bb67b4cefeb8e0d348aa7ffe9b136c29c46dfd0fa3baf440f799862a30ed1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640007195721253},"components":{"alpha":1.0,"bonus":1.0640007195721253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640007195721253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d7e613d6ee8de55e5629fb65c718b2808c57fb8fdc09cce362c5ffd35c87ae4","formula_version":"titan-u-contract-v1","latency_ms":22.889083000023902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1167","prompt_sha256":"228999d75eda0fd04b2891a22543faf37cf712dba02227fe79432974f8bc7cf7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180658},"components":{"alpha":1.0,"bonus":1.0644571533180658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b15c71c3250363c27cd5270d438f711104a79d5dff7bcfb87daf8dc95bc99b5","formula_version":"titan-u-contract-v1","latency_ms":22.5385420000066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311238199847323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1169","prompt_sha256":"82f7dbfa3e7e5b1297bc410bac3b16a753a62377bdefc19c698dd49e06de1560","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064105584663712},"components":{"alpha":1.0,"bonus":1.064105584663712,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064105584663712,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"63ea3335fdddc12cfe031e3a6067e3065af100593ee165195e9208869a25f16e","formula_version":"titan-u-contract-v1","latency_ms":22.31229199998097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1203","prompt_sha256":"87f224a3d7687fd29902889eb3a6b67e28b2fa8f4064b9ebe7e170eb59d7e6ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537436},"components":{"alpha":1.0,"bonus":1.0641130439537436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dd029ec78bcbf0b68cf2acba00460bc70ff63e31b4feb547d85a69cecafb455","formula_version":"titan-u-contract-v1","latency_ms":22.119833000004974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307797106204102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1204","prompt_sha256":"6c2b46f92a7dd75f009752304ce3932da8b00f991ef4b03213c7c2cc6ade0b7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187747},"components":{"alpha":1.0,"bonus":1.0640219100187747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ba06b69d937dd300eb0e7faf5fa3072bc84504d89443803f8b52f0ff5d7ed54","formula_version":"titan-u-contract-v1","latency_ms":21.869417000004887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854412,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1250","prompt_sha256":"ebbde581733cd061c3eb8bf4597ec47ea56baf04866cd7b61a0143ceb95341c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a0de4127612a49c5ea9db4cfccc29ffe01f78c4b11109c37fafe65dd794387e","formula_version":"titan-u-contract-v1","latency_ms":21.43079199998965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1319","prompt_sha256":"f278ca531653499841c77115edddbcbcb6c14ddd25818f391e0cf7092528fb71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"c66d58ca9a57e09fad91d20de52f65153dc62a6adb290997618e00b407a163b1","formula_version":"titan-u-contract-v1","latency_ms":22.784083000004784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1344","prompt_sha256":"6231cfbf02423ef806df568e8be9e488535164ca47c207c95f4c42461e652acf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b2256a44b38b17eaa369750e7b5cc6e59259406491db6a33f9ec733d6082735","formula_version":"titan-u-contract-v1","latency_ms":23.91866700000378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1360","prompt_sha256":"da7ce439c655d08a033b6568bff48402f503a5c49c6ba74a8598b3970ba2c846","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603452},"components":{"alpha":1.0,"bonus":1.0641660797603452,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603452,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5aaf0faeeb2cdbb2b3bac8a007f02b8ca01bebfa7cee18da94f989e3adad177","formula_version":"titan-u-contract-v1","latency_ms":22.508417000011605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308327464270117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1394","prompt_sha256":"95e45af4f3c17b6f864a9f1e4129a94bceef960738d6f713acdc79c266306148","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"86f69a2a72113708689df143dfc30a600bb6620fd798243d662b88b243d07bde","formula_version":"titan-u-contract-v1","latency_ms":24.60550000000694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1402","prompt_sha256":"3f59db7fe4500c7b2dfcae22000d24630ce5f29dc8e399c08bcbe93620bde445","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645548365396682},"components":{"alpha":1.0,"bonus":1.0645548365396682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645548365396682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4837,"eligible_count":122,"excluded_count":18,"feature_sha256":"addfbac8c96628ab8022c0288ca875495e4bd5086d4083f9cce8b9779164d193","formula_version":"titan-u-contract-v1","latency_ms":23.547916000012492,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312215032063348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1413","prompt_sha256":"84e9e55fb284eb7befb0138d30d9a0cafa87eb956b5329a8b6b5319871fb9810","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"babd3db75a48b0ba3b8d5183ed68c05bc6966060ad8fb96ba2738ed5843e00c9","formula_version":"titan-u-contract-v1","latency_ms":23.186165999987907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1436","prompt_sha256":"2342336f1ef0590bd3b89648ddda0344935f3cd799c9eeb8aa0db25c7e10a7d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"75b03e46b41fc4685cb553674f74224ee7b0cffbaef45ae7f8b97fdee0d4af4f","formula_version":"titan-u-contract-v1","latency_ms":22.51562500001114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1451","prompt_sha256":"7d8e0c6e071aa833b9a6960a10772ccdbc8f3ab26c4d94d7de6525b2d586ac04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537427},"components":{"alpha":1.0,"bonus":1.0641130439537427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"2638f8fcad789f7698c1b17c4f35825159d2d517f6cf54212d7aa6dfd53970a9","formula_version":"titan-u-contract-v1","latency_ms":22.943542000007255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307797106204093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1488","prompt_sha256":"ae3b3f8723f58057110640229dc01be87b013c7e98811310d1d3c4360c3e79bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"59c154d498d7710e5c67381e608b36832ea83c5c8421c56725b2b1cb1baa563b","formula_version":"titan-u-contract-v1","latency_ms":23.19391599999676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1523","prompt_sha256":"1d5e80c5428568c1856b759bb2ae9742093c9170d2495cff734dcbce5fec2049","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"829a3245c238a72c4298f25967ec4d96baa2ee79f11ca8dbfdb39fa37dbd3a2f","formula_version":"titan-u-contract-v1","latency_ms":23.874290999998493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1570","prompt_sha256":"7c1a4fc29874cb9690ba9e773f3ca540d93495555052a32567876d58e8b1b2ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"89ae3e423aa913627a84a847364b7abc863eb7323ec98dc13c7ddca4b7fa9e9f","formula_version":"titan-u-contract-v1","latency_ms":22.546000000005506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1572","prompt_sha256":"f65f5447c2ff87842ec40615f6926ace6f002eb86cff5f0e205c46f98226f17f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"00f0a5447c499712d35a5493b6086c04d0273a51437b78ff76d9ada839f3f0ab","formula_version":"titan-u-contract-v1","latency_ms":22.308000000009542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1576","prompt_sha256":"9b82a63d5bfc7be00464fab284a42e13543568241fdb0e1a30223a4913d32079","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640870646944263},"components":{"alpha":1.0,"bonus":1.0640870646944263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640870646944263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f1ea09bb111423710c8bcd8b81c2d2335d0093bb1684ed191b2ff71abe5a321","formula_version":"titan-u-contract-v1","latency_ms":23.565833000020575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307537313610928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1595","prompt_sha256":"da914cc42b3f34941a284c2c3b051761b845a7986d6ad779e9fd8fd082c53c45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643630137316873},"components":{"alpha":1.0,"bonus":1.0643630137316873,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643630137316873,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4793,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc12366d907c8722cccd84c64eb0df06514ec1223822e368b0b1317811e421dc","formula_version":"titan-u-contract-v1","latency_ms":25.386041999979625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310296803983539,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1623","prompt_sha256":"f6b5b6dbabf8e8493e9bcce882e989a14f06227402ad7cb9f6f53bab3f7b0844","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f8b425f006861adc091785681eaba11c4542865a630a30aa7eb9cdd0b44e90e","formula_version":"titan-u-contract-v1","latency_ms":21.483083999982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1641","prompt_sha256":"42bd039c00347e4a8aad2f54edd13096aacdad1fb8e5645e2d6989887b38b291","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300817},"components":{"alpha":1.0,"bonus":1.063869415300817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"e502ad71a1c068e862be460fd9a35a4754615693ec8eb5d4e753c1afd8e830ec","formula_version":"titan-u-contract-v1","latency_ms":24.083458000006885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1696","prompt_sha256":"0de04760c91a74a14560ba4d12be097aa2799fe609d25fda86249f19d7d7a685","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8195d91487a12fca7bf8fef386778475f629419a4bdda17ed68e4e2a7d9b9cb","formula_version":"titan-u-contract-v1","latency_ms":23.281416999992643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1721","prompt_sha256":"db6c095ad6c0befc2aba14d7786c8c9631f39960f47fa1480df8bfa9a95c8b30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643296599268481},"components":{"alpha":1.0,"bonus":1.0643296599268481,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643296599268481,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4786,"eligible_count":122,"excluded_count":18,"feature_sha256":"752675208bb7bbb4b0bdc0fac91a12aee000ecd1d2b076f3cd6d507526faf142","formula_version":"titan-u-contract-v1","latency_ms":23.219624999995858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309963265935147,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1731","prompt_sha256":"6a2dcf21694b5fd00d22e34509ce1c4756c41839bebb59c5244d36bbb30bd35b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4715,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d5b4fcfab3e7fddda0b95c7599c76a1f577dac628ce44078951307a14013db7","formula_version":"titan-u-contract-v1","latency_ms":21.646750000002157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1779","prompt_sha256":"4c1e7691a976fcd6d4c4bd08c353f4593f76bba94e6131c3c39de7bcf6b7d3e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0ef7016d9b4ddb9fd0950674df37b0a8567624f3f6e097b19833313bd6e890d","formula_version":"titan-u-contract-v1","latency_ms":23.508458000009114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1789","prompt_sha256":"0a49a9dd510001cdb7c1cc4c08fbd1331aff9259d0c14cb5767838ae5a30462e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015825},"components":{"alpha":1.0,"bonus":1.0638856259015825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e7cc34db29a9a6ecca2d097f9374ce3e256ad1909c6465ca70cb072854ce348","formula_version":"titan-u-contract-v1","latency_ms":23.78024999998729,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1885","prompt_sha256":"dec048ec9c30294e3475152295f97eea84daa511372e5c1c232dd93757a34bd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"84e48432d84ce6a7ecfdb1b12a9381e36e547b6c0c83cc18df93f69a455be3c6","formula_version":"titan-u-contract-v1","latency_ms":24.63916700000368,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1896","prompt_sha256":"ddf653453cb6808db566452aba55f63219c422bcf733a1e5437b20dd0ac0adb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"0613fe3ad1633795751a57db6514a5f0fa13c28b34d84440ade67370fbd1fd73","formula_version":"titan-u-contract-v1","latency_ms":24.72550000001661,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1904","prompt_sha256":"6539ee28e40167851c6745c7deebef32f2d40321513bd7f8f3e0b388f72833f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"d17ed2edd8c49bbc97e1ad5453eacb31037a0a8811915bcf88f5b9579b3afe25","formula_version":"titan-u-contract-v1","latency_ms":23.437166999997316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1920","prompt_sha256":"171e4b3d29f79b4c79f96026ff92b97f1979763f3694b92fb5425ba2cf4972eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624337},"components":{"alpha":1.0,"bonus":1.0639523015624337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c705fc886bc823916921ff0a24d38fbb514682d56e65dd6e8e4627605e9ed38","formula_version":"titan-u-contract-v1","latency_ms":26.072707999986733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1926","prompt_sha256":"9852b3e6d103c111450eb3cbc41e2a70af4bbb5722b4f9bf046e5fd938cddf7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648491823962678},"components":{"alpha":1.0,"bonus":1.0648491823962678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648491823962678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4899,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b3ef0aee5637dd0376177f86eefdcfcb42ef57db627ee5d0abe1e208d8bd107","formula_version":"titan-u-contract-v1","latency_ms":25.647541000012097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315158490629344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1943","prompt_sha256":"290af1a1b800a41192c6a5c5f87894653598a8ba80733b305fe0237590d5e5c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"56afa5cad001bf3ec05ca779115611cb27f8cda77934799769503b0f8dd6885a","formula_version":"titan-u-contract-v1","latency_ms":24.601917000012463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1971","prompt_sha256":"d9025ebb357e1ee13b8db6638fcccf92324941054d3263075d184aea12bbdf87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159005},"components":{"alpha":1.0,"bonus":1.0643213947159005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"748f62dd1de275979a73b2d7610050de52ad0aa0d4083687984ac4a30d0bec2b","formula_version":"titan-u-contract-v1","latency_ms":25.32108299999436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030988061382567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2032","prompt_sha256":"236e8326ed30abd43b6c24824b8a00fab442cc21370c02d3b81517806d72b18d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172525},"components":{"alpha":1.0,"bonus":1.0640254674172525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"077cef660b06e913abd961e57f70949d1a3c936797a35141674e6c3c8532ec85","formula_version":"titan-u-contract-v1","latency_ms":26.862249999993537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030692134083919,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2046","prompt_sha256":"fbd620757653a75b09cca5c3b43e9a9dab241eb47a2b5377fc4fae27a85b9e4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064256327794202},"components":{"alpha":1.0,"bonus":1.064256327794202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064256327794202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"51956651f0d72cb255a5555371c28088c7c899ceb87fdb9fddd0f8cd9c801002","formula_version":"titan-u-contract-v1","latency_ms":23.738624999992908,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2063","prompt_sha256":"e113f353226265366bed8651e8a0edc8b6600770e3d86814766867033f963fa8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"fab9a7f70e5422cf80ab13eb89b6bcd249a723af77ffe1e81708aaf96103c854","formula_version":"titan-u-contract-v1","latency_ms":22.638833000002023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2098","prompt_sha256":"1251f869542ad7e1fb81817d02608fd2eb4edbddb240af021811e858864d6d83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889843},"components":{"alpha":1.0,"bonus":1.0640981546889843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c3127128b95e62b5f0bd78a943616cb020c13da8e9038422d422f2c757cb310","formula_version":"titan-u-contract-v1","latency_ms":24.603874999996833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2113","prompt_sha256":"ddee0245dcf41aaffb550fa34e89027636c4c2c2761916ec891fe653f62b176c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064276459766211},"components":{"alpha":1.0,"bonus":1.064276459766211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064276459766211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4772,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a9a48cb6ab9271156a192ae63e3270d77f137438335d6f9c60b7920024e41b3","formula_version":"titan-u-contract-v1","latency_ms":23.215458000009903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309431264328777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2183","prompt_sha256":"f746033c1f898f6facf40d96bb17f855f8de1383b59f3e52993b9e4bbced084b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064105584663713},"components":{"alpha":1.0,"bonus":1.064105584663713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064105584663713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f9afb02c2c156c4cd338ba539d185e6ec58efdb90275314981209c791103beb","formula_version":"titan-u-contract-v1","latency_ms":22.800791999998182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2243","prompt_sha256":"b4be735f51eb18df8482cbd359ac97204ce153033ee49066587b8f015d95f7a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f3a501c36c0e90f934dd6c0dd9f357ce507bca6979820c0bb442e2556e09243","formula_version":"titan-u-contract-v1","latency_ms":25.098084000006793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2276","prompt_sha256":"5ca588dd5f0c3b778c821d369203054b5f5e0e67afa1574c9b03f45a1580d95e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"22a84587adccfa6975fdf4731d18c5de08dcd73a840841e70934127750027263","formula_version":"titan-u-contract-v1","latency_ms":23.54549999998312,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2282","prompt_sha256":"3185af18f5c9be109beb16eb0a6ff6bdc3544fa00dbfe9543e29a329b35ae111","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"3aebe7ff2a304f32e258e6c0993eb5cda116a7e2674188900b245b513546262f","formula_version":"titan-u-contract-v1","latency_ms":22.944166999991467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2290","prompt_sha256":"c82d9d4acb49c1ed67268384e99798d9a8cd70c8ebc22e87e010772b5fc71f21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916246},"components":{"alpha":1.0,"bonus":1.0641699229916246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"f02d881a6a35f018bc4a371f46f6e2a3f0ba85524873aeba41e2b4d930a1b949","formula_version":"titan-u-contract-v1","latency_ms":24.33708299997761,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2313","prompt_sha256":"4124195f80f13f5702ba70bec5993cae94cf5bf1f2cb0a4069f5d0d6d0aad255","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642805081368352},"components":{"alpha":1.0,"bonus":1.0642805081368352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642805081368352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4773,"eligible_count":122,"excluded_count":18,"feature_sha256":"305fad96c525546657debe23e6b5211d994172a7a8650279abae2dcc85257864","formula_version":"titan-u-contract-v1","latency_ms":22.538832999998704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2342","prompt_sha256":"040e2b9690dccacf5215679215c19a2ae23f8f1ad6c54a3eac5c38a6cf88af60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642967748706185},"components":{"alpha":1.0,"bonus":1.0642967748706185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642967748706185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4777,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ac69d518b639389ecc72f24036cc4ac46ca0e4494eec7431e1aaa0ec185701e","formula_version":"titan-u-contract-v1","latency_ms":34.72766699999852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030963441537285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2369","prompt_sha256":"f950a8c539b3f5d74b32f1d131c62a3112e1123120b30454bb76beef90b9f08b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186611},"components":{"alpha":1.0,"bonus":1.0643338035186611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4787,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb2476d5868a95c001f76a1e42217b39b60b53c8c896419a1a3ffad8bea57e76","formula_version":"titan-u-contract-v1","latency_ms":23.691124999999147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2463","prompt_sha256":"95eebec0b12fe6dbb43b9941b823bf267ab809d0c252ad64c022f574abb07922","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662265384288647},"components":{"alpha":1.0,"bonus":1.0662265384288647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662265384288647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5137,"eligible_count":122,"excluded_count":18,"feature_sha256":"09231b91aa46132e4455789617a5d6e4a43dd970f405c2d56d76416da0ec1a06","formula_version":"titan-u-contract-v1","latency_ms":25.65337499999032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328932050955313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2477","prompt_sha256":"6f9ae35a64ec7d090130260ce0b6cb829ef4303a48a6cd1298a91c7e90133273","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646795622686211},"components":{"alpha":1.0,"bonus":1.0646795622686211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646795622686211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdc376904ff22d4529a586df3ceb8788844301021dd89aebf22a62b19a1aa0f0","formula_version":"titan-u-contract-v1","latency_ms":31.616334000005963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313462289352877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2513","prompt_sha256":"5abfaeaed61662fea9a6786f218cc2f4c73fcbafba8fc08dc55489a63befd47c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064146973519166},"components":{"alpha":1.0,"bonus":1.064146973519166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064146973519166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"35969a91ab55767f92bf2daa22b9ecdfcbe2102ddafc83cfc6934cdae0f8ce81","formula_version":"titan-u-contract-v1","latency_ms":25.888041999991174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2671","prompt_sha256":"0fa95db0a27feae4ad689032f73c7f467ee0d649800d729cae943d96a548730b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a7b823d385a8909ce6115412e736e3deea4e0f80cf654f8502f5fcdb8518eba","formula_version":"titan-u-contract-v1","latency_ms":27.264250000001766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2692","prompt_sha256":"3500a0fcfad0d5105ec00a5cdaf4648565e25d6b4f69d95b83a53976767654e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"56294bc40d6d8cd5907ca1042211fed5ebf585c2e946304fac243104ccfd7642","formula_version":"titan-u-contract-v1","latency_ms":26.881124999988515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2699","prompt_sha256":"150910bf40b741c977b31e1da2721797ba9c378f582c7e8059da07bc4bcb4bf6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"971a494bac9d838a169beb4d4e7117d07ad2f022506df5f64609e9a8e623db5b","formula_version":"titan-u-contract-v1","latency_ms":29.51279199999135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2717","prompt_sha256":"405495e0898da928ae4a44867176b706d6e4fdbb526af688b80f063762e43b53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"c94ca7136bba6ad5cf53dd6820760a8657700099f1e791297e2492168346cc0e","formula_version":"titan-u-contract-v1","latency_ms":27.68658400000845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2726","prompt_sha256":"1a7ea6cfeb85b7a86d5c209d0d039f1ad13d06fcafa3dd37bac9cb242c75745a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858676},"components":{"alpha":1.0,"bonus":1.0644268153858676,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858676,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"08245de33a61802f9cf609d1facb641993ed05595774fda3a2ebd6d255a61ac6","formula_version":"titan-u-contract-v1","latency_ms":27.299792000007983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310934820525341,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2760","prompt_sha256":"1b5e973a14fe5102ef2ec394f95d44e8640f4c85698c376a4a1e55f967fb5afa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649348021416614},"components":{"alpha":1.0,"bonus":1.0649348021416614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649348021416614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3d450032ae92b2ba771d13632dea8ef7547f409c4e0e5177b25c50daa258fa0","formula_version":"titan-u-contract-v1","latency_ms":29.72954199998412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031601468808328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_276","prompt_sha256":"fcf4127ba1938ef37bd40648ab68af286732d8098b338bb29c9dafb4cb03aa36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"59b818a69ee1730c49bbcc12beafeeb9c9abd8d2342653bd7d858f1526936cab","formula_version":"titan-u-contract-v1","latency_ms":25.54545799998209,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1644","prompt_sha256":"b29ed2376f5a0cb24fa7f1737f226faedc363deb4807b241c878098f42d3a876","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064177631436594},"components":{"alpha":1.0,"bonus":1.064177631436594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064177631436594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfb4c025fc8a9978d04b444099383fdfaffe2d70063a88f4506dcbfe83e5617a","formula_version":"titan-u-contract-v1","latency_ms":25.504374999997026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308442981032606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1513","prompt_sha256":"85dfb68eabc7b89feeec62ea6cf99ebbb27026612c1021e761ff7d3649711202","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443527},"components":{"alpha":1.0,"bonus":1.0641093106443527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4729,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b58cfb223a34b41ad67cf47a743204e33ce7636bbf9d1e37a630a308a451860","formula_version":"titan-u-contract-v1","latency_ms":22.88933299999485,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2252","prompt_sha256":"0fe0bd85c932f045f798d4f107b8586eb47f915ac749e9a491d386bc301c9ea5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646096115478196},"components":{"alpha":1.0,"bonus":1.0646096115478196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646096115478196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4849,"eligible_count":122,"excluded_count":18,"feature_sha256":"123e554dda53c3c278396dcbcc291deacf6b6be8925d69e2ed851e416464603d","formula_version":"titan-u-contract-v1","latency_ms":26.247583999975177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312762782144862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1632","prompt_sha256":"d9858bebf24536ec06cf83c6028dc0ab2be3071b87a5bec271a74f09ede6899d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdab6e76da3070b02c780d36e3cd2a0f234b2a5ed97e9a61d4a47a9984b19c75","formula_version":"titan-u-contract-v1","latency_ms":25.72695899999644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2019","prompt_sha256":"59cad0f7fd02b2bbc368ebadc23c8d86b4463f8c743687b6165e43c7975fcbec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065177072280708},"components":{"alpha":1.0,"bonus":1.065177072280708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065177072280708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4962,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4835a335cc22f0303ffbf4a42fa78576df008d55092c9924467659bd6317130","formula_version":"titan-u-contract-v1","latency_ms":23.988374999987627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318437389473745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2515","prompt_sha256":"122d77abfb3f0ab68d7fd176323562897651376b04cc6bfbcabe5550a10449e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064018359950851},"components":{"alpha":1.0,"bonus":1.064018359950851,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064018359950851,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcaf63f169edb52aa16a2eb5225680d969987b02227e8cc8a2aab0e4993e709b","formula_version":"titan-u-contract-v1","latency_ms":25.294707999989896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306850266175176,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2757","prompt_sha256":"f41425d525566d7ee7a22837103c6a85c6284b031cbfd086e487ec6ca2931ce5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064173773550401},"components":{"alpha":1.0,"bonus":1.064173773550401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064173773550401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d162cadabd253f65ce2258b1b2a8892dc337f8a9b59c5fa71d8003e2914679d","formula_version":"titan-u-contract-v1","latency_ms":25.57600000000093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1333","prompt_sha256":"27c0b775e50d0d40f38779d51d96ec630bf1c7b07aabcd811b7d33c367007ffc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640833826878888},"components":{"alpha":1.0,"bonus":1.0640833826878888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640833826878888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"b41b83ff2d15a062cf4af4c78fd692703597ca927bc683b9800277571ea0656e","formula_version":"titan-u-contract-v1","latency_ms":25.384833000003937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2003","prompt_sha256":"e07479dac6cadea2e5c4c0edcd14f07f42ab5aad4dc3f6d0122578e779ee7097","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"215c991234f3e94e0d9b80d59f4ea55a907d44dff15848d648a988e7acd61e1e","formula_version":"titan-u-contract-v1","latency_ms":33.930291999979545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1404","prompt_sha256":"448eace41691a2d75a4f0bca5afb59edda493e8843213d776f8f6a3654c31038","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"807e673b5c6159b1593215ce6cefb10a9294c9dbdf6cd41e20f8ce76e862b582","formula_version":"titan-u-contract-v1","latency_ms":39.315415999993775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1791","prompt_sha256":"52f12723ad988f1ff19a9c2efc40298d191100498035ea0cbcb4275328007944","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064698493852837},"components":{"alpha":1.0,"bonus":1.064698493852837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064698493852837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4868,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fe728de9f7ac1a359ef8da61ac52251f99094d3e9bcbad414fb0f9ccaa23122","formula_version":"titan-u-contract-v1","latency_ms":33.25449999999819,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313651605195036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_94","prompt_sha256":"ecce047536d7e2c0bc43ab14de4267a0743a1ad669bc3403c7602511aff4881b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d38943dab50567427042275d68c7a4637f5b0e230ed51b484ba3c84e614a390","formula_version":"titan-u-contract-v1","latency_ms":25.457458000005317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_849","prompt_sha256":"770066bdeaaef270615c99014e41e6f64738e6ba33b27684dff2f75e528eddb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643714254197167},"components":{"alpha":1.0,"bonus":1.0643714254197167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643714254197167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4795,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdc2eb5f673d5b9e2659dc4ae646708ee15446ede21eaf1c86665642e747ff0f","formula_version":"titan-u-contract-v1","latency_ms":26.59812499999248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1701","prompt_sha256":"61ba331e67645941d112e0b8ae6aa7c6cfdff666fa02ba5d5d910231356b6ab6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb9fbbb81ef0c466c0d83945e08ecf8f0b0ed4f0e279b37f06424f3e0abbd536","formula_version":"titan-u-contract-v1","latency_ms":30.858457999983102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1848","prompt_sha256":"1c3bcc7c1ef00207aa307c68020659249022b12944e77f7676817510fd139f7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b5c55dca0b9624a94b98608ff94dc303709e8712f2d84437322cc92f478c7aa","formula_version":"titan-u-contract-v1","latency_ms":30.779375000008713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2441","prompt_sha256":"61bc6af712de32146d96be9e1a3ebe48401488e2294467d6acf5926f8c0e9145","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"aeb9ea2cac435dab874c3c38cab5d91ec17979f6208ece6f13f25cf9273ec30e","formula_version":"titan-u-contract-v1","latency_ms":28.717041999982484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_585","prompt_sha256":"df592a62e65f307218b75db2589a9563d6782a12562a24982bc31993246ccc25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645775313768837},"components":{"alpha":1.0,"bonus":1.0645775313768837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645775313768837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4842,"eligible_count":122,"excluded_count":18,"feature_sha256":"f72f219897a6a62c3a43a193270d2ba062595e38efc29438accd9242a0148bac","formula_version":"titan-u-contract-v1","latency_ms":26.60833299998444,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312441980435503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_472","prompt_sha256":"40d542193ec572b083c3815532fd827e25bb9281c10a4bde59bb4745422b50cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745376},"components":{"alpha":1.0,"bonus":1.0643421126745376,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745376,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4788,"eligible_count":122,"excluded_count":18,"feature_sha256":"d748345a9bf2131345ed19d4e8c31eab794c1f257e288d181185c17f6d0ebd93","formula_version":"titan-u-contract-v1","latency_ms":23.868832999994538,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310087793412042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1452","prompt_sha256":"d2e90a69693c35193b2c66443449f2c4d07f6da5904de6d4353ec754ac061d9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181531},"components":{"alpha":1.0,"bonus":1.063972876181531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e6933d1d33bc08d02dfa3a88a93bb38684832d9531a0168e24339d6d3ed910b","formula_version":"titan-u-contract-v1","latency_ms":24.18020800001841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2595","prompt_sha256":"42cf2d453d39be0016b751542e17e0e7946a0c6cb25a955d7c198e8f860f9ea5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"1185b96236baa9a38dc101c58ff874f9bb0922f8a8bcca7b4a596e6f92d53dd7","formula_version":"titan-u-contract-v1","latency_ms":23.326957999984188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_441","prompt_sha256":"0b6e1d3c0187b4984b99ef62ec7f08794b1bae78e316acb18372e3e5fe9ef2d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135573},"components":{"alpha":1.0,"bonus":1.0640148172135573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa7911b82ae47f124f472e108df486a56a7ee54f1b83bf0a2bedbb0a96a32706","formula_version":"titan-u-contract-v1","latency_ms":23.732874999979003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306814838802238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2384","prompt_sha256":"5e14b735efc9ffd6add7d363ed1fb3e0ef844b871a414903dd0fb3e72a3d6081","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e1ea4cf72bc0d5519aea3e864679b54e3e01cb32259f9ff190548bdcdb052bd","formula_version":"titan-u-contract-v1","latency_ms":23.585792000005767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2048","prompt_sha256":"ab5445de8f5696ba3a27e1cd1ac9662e078fe98ce62ed2d249f54e3223eea8f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5983c8ebe3e23a9ce8202edc4de85316bccf779e2cdbe150fd017a008a6d250","formula_version":"titan-u-contract-v1","latency_ms":22.32937499999821,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2646","prompt_sha256":"e563552395c7e4a5e36954402f4a26cfb0edce53e51f5e0843b7889982ba2404","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b3798d91af6fdf21e5fb4044453aa4d831be13000b0a078ce05fd843ccc8522","formula_version":"titan-u-contract-v1","latency_ms":23.09879200001319,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1317","prompt_sha256":"979bab94d557717f8355246a933417e3341e8a4b20b89e13c93bc2016a24a24e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6a6f31cf8d2af00f7ae58aaeb7c7abd0acea869546ce4b0038d6015266cddac","formula_version":"titan-u-contract-v1","latency_ms":22.625916000009738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1705","prompt_sha256":"d93cb49858ce8fa16b1474bba741a1a298885e86c9470f3aea1c844024820dd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650173157336458},"components":{"alpha":1.0,"bonus":1.0650173157336458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650173157336458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4934,"eligible_count":122,"excluded_count":18,"feature_sha256":"72ee48ad59edfd19e3d81513f661e449e2218f1a68007bcebb9eead18d953639","formula_version":"titan-u-contract-v1","latency_ms":23.647415999988652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316839824003123,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1553","prompt_sha256":"73a0f5e739f2f5ec879b14bdab1b8646ea9f99aef1515b611ef2308f2ef2d379","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640361835952759},"components":{"alpha":1.0,"bonus":1.0640361835952759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640361835952759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"449c5f39b81f67cd48ff74db9290608138799858e99173b1581338450097bb5c","formula_version":"titan-u-contract-v1","latency_ms":22.131959000006418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1587","prompt_sha256":"6af0d73ba2c168246e930d9af6cbf5ab92c7ecf2bbc20748ffaed2b0dee0777c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640981546889836},"components":{"alpha":1.0,"bonus":1.0640981546889836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640981546889836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"93bce86267a25cd0845a120fbcf960535f272bc049642e0789c594d13adaa848","formula_version":"titan-u-contract-v1","latency_ms":22.77866700001141,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2338","prompt_sha256":"6ec64ca99f5c938437a0cf7dd9b083fa9794f78a9351c3af31e8a4387ed343bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f91c87cd47f67e109937042a16e37140cc6433978c6e71f8133536a49528032","formula_version":"titan-u-contract-v1","latency_ms":21.791875000019445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_531","prompt_sha256":"814f431f6a76285ff4a8c9e417c68fc6af844b65d52c44f13e5e4da5cca5a4ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ee280347ba06d4ce59b9228e6bbe09435ac12aaee532c8ce9a0fccd5b306005","formula_version":"titan-u-contract-v1","latency_ms":22.235958000010214,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2029","prompt_sha256":"cb7eb5c1aa9cbfb1b29745c813492d44595c3fe0033fea1a1e49d8933f914b9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"04f1038524e5c56caa1989d9299cfbcd8dbd06b4e0c69b4f092d20dd683fea89","formula_version":"titan-u-contract-v1","latency_ms":22.540958999996974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_589","prompt_sha256":"b6f9573f0752c970a128c48c659cba78d6f7c79e1f1c5c553e95c7f961d2385f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"48009d6e7221d3d584db61daab41921406854fe53f37d1aa170af8fa339001a6","formula_version":"titan-u-contract-v1","latency_ms":23.090666000001647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1941","prompt_sha256":"52d053529be0df31e244d3820e674cc7513bc12b769b2f9ebfda601f1d943124","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481336},"components":{"alpha":1.0,"bonus":1.0639659886481336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"a52d7272cd088cd04a6596e41560e511c73462996746d718f5a9ea354a29a60f","formula_version":"titan-u-contract-v1","latency_ms":22.14745800000628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1663","prompt_sha256":"e846e72aa52c1fa4553c03f3957c6a91113da8aca51b1f988171bc7695d897bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649348021416616},"components":{"alpha":1.0,"bonus":1.0649348021416616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649348021416616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"24d5730aeea85ac32f35b342babd59b35e08c717e98edb3d12ed58bbb2709de1","formula_version":"titan-u-contract-v1","latency_ms":23.45691600001487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316014688083281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_787","prompt_sha256":"2653f648a8e2ccef429fd3781e6eafb1754f185dc08b4724270f646a14cabc53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365945},"components":{"alpha":1.0,"bonus":1.0641776314365945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cbefdc271f4d3598c8c932d8c4a3f46575bdab3efb661642b975de58015b12d","formula_version":"titan-u-contract-v1","latency_ms":22.502291999984436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030844298103261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1834","prompt_sha256":"fc4e65d598c27810162ba95c770b1f81429a0603b2cb67442713ef059db1149c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365945},"components":{"alpha":1.0,"bonus":1.0641776314365945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ba4db89083c569bdf15c22969627d01f06082d08dfd9896bb28ca5479e79dac","formula_version":"titan-u-contract-v1","latency_ms":22.411541999986184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030844298103261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_148","prompt_sha256":"cd8be4c079287e80c5538176d9dbde64a705b3739e7cd972b98badf8f4f91f7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642563277942019},"components":{"alpha":1.0,"bonus":1.0642563277942019,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642563277942019,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5704b69e5d5ea99b01aadc12d158c4cd726917a0f49bdde5223997b275f3d3d","formula_version":"titan-u-contract-v1","latency_ms":22.20512499999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309229944608684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2812","prompt_sha256":"abe37cf4fa547c2b5f858e6ff43142a49694434af83d1b389ed0f73cda7ea792","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063882369114415},"components":{"alpha":1.0,"bonus":1.063882369114415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063882369114415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5ff478be4cadeb1e5649a50c6e19a4e6266ed7074f2c277bfeb4dda35f63075","formula_version":"titan-u-contract-v1","latency_ms":22.185457999995606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810816,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2000","prompt_sha256":"d2b1ced45fcdd5e914988052ad28f3d5fccf5731233e9ae653bede94d0bdee81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"be990bacc37ec54214b440bf8fb65891e7363a59dde7f1faf3c110c05f8627ee","formula_version":"titan-u-contract-v1","latency_ms":22.468250000002854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_473","prompt_sha256":"a3423fd76124e66871c134765c4d76bcdfaa9586ddc99c38fb6674357b23f557","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643968362410703},"components":{"alpha":1.0,"bonus":1.0643968362410703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643968362410703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"aee7951a6ae8d688b697bae74c9a5fa4979ba4ee46b9897d457ea14e40d6f400","formula_version":"titan-u-contract-v1","latency_ms":23.050667000006797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310635029077369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_751","prompt_sha256":"202eb378d377b0feecb63fff016b6911e966691cbba43dcc980680b807bab984","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"9eaf534667d3b927c8e43734dab3a3aaa4e612d441812213100f87c2f9100ca8","formula_version":"titan-u-contract-v1","latency_ms":22.338290999982746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2178","prompt_sha256":"42bb5ca251af68f535f25e52c130609cc7f2e3685e21bc2a441c210c80121bd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"8315b8aa76dccc5f21de856531cdb2bb3dcbbf3d27fca822b10b2c11fd521581","formula_version":"titan-u-contract-v1","latency_ms":21.702833000006194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1829","prompt_sha256":"ed47e7677d4f8d527a48ca2ea2d6287804357a783d3095f7103433137babe334","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648641381943988},"components":{"alpha":1.0,"bonus":1.0648641381943988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648641381943988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4902,"eligible_count":122,"excluded_count":18,"feature_sha256":"2163afde59a1e1a1bb0b21ad664c48e752ba03f88133de21dc50e3dfd96584b4","formula_version":"titan-u-contract-v1","latency_ms":22.817957999990313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315308048610654,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2308","prompt_sha256":"ab34ced32f6a093d3442c1f60881f75f4ee4ac8b744fb82845ae5f6e22ead4af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324552},"components":{"alpha":1.0,"bonus":1.0643090518324552,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324552,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb7f3257612aab9e0c05713054966b778c7da898e698ad600ccac68b3e1b398f","formula_version":"titan-u-contract-v1","latency_ms":21.94524999998748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309757184991217,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_554","prompt_sha256":"536932c4e6745362a058d8a3c6a94686e5d6b2ff858130f94e7af34d23a2dd54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641431742545266},"components":{"alpha":1.0,"bonus":1.0641431742545266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641431742545266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4738,"eligible_count":122,"excluded_count":18,"feature_sha256":"202b8a9959d8947e63a1c8fc5f6f19963a4dae63ea1d3cc25039b7dca54ce583","formula_version":"titan-u-contract-v1","latency_ms":22.116834000001973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308098409211932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1612","prompt_sha256":"74a51637490693fcff47d27563cf43a17c8a9b0b3aefc4b964830d75aa8e2216","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064317273096937},"components":{"alpha":1.0,"bonus":1.064317273096937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064317273096937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"160b511b07ba9695ada8f5fcb1170037d45e8139fc7bd51d52e80cf3266ee886","formula_version":"titan-u-contract-v1","latency_ms":20.737290999989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309839397636036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1539","prompt_sha256":"169a45ae52fa223f758563273a090634549524052e43332025aecbac6b822455","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592328},"components":{"alpha":1.0,"bonus":1.0643255236592328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"b00f5529a86b55872ed95a1959b8146076083cd3c36ea71cac4e82e18c2169fa","formula_version":"titan-u-contract-v1","latency_ms":21.548999999993157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903258994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_605","prompt_sha256":"882c47d83b7aafd07d7c6ec2370a47fb0ab484a3e764739b90f7d605224001d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5b9821eb58dcaa1ca8db6b84f7c826c63f582e1b0b847d4fbc24a3131e20fd4","formula_version":"titan-u-contract-v1","latency_ms":21.29312499999969,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1016","prompt_sha256":"d579d37219238fbb49b6ff2d97b6b491d256af3e054af4753547b19a367d2e58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645638925165566},"components":{"alpha":1.0,"bonus":1.0645638925165566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645638925165566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"8edddac52384e4819df84e433372d77a3280b608c55340a42dd345bafcf2dc20","formula_version":"titan-u-contract-v1","latency_ms":21.78387500001122,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312305591832231,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2209","prompt_sha256":"2f4688369dc66593631ffb290c1f604a51c220d4d6d2d4eb61cacf2b9b416e38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649501308746812},"components":{"alpha":1.0,"bonus":1.0649501308746812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649501308746812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4919,"eligible_count":122,"excluded_count":18,"feature_sha256":"47e1938be7080f7ff8faa7a4f57f7c215b06d62ff9d37f994c10b469aa8c4dda","formula_version":"titan-u-contract-v1","latency_ms":22.291459000001623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316167975413477,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1198","prompt_sha256":"569e857cd7cd23904e86dd860d11afd755f8d6f8e433595c09bd2fd4c33c2e57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa4ea3381b3516287f249ca795d752442df5b42621ca15fbe26345a559b67be1","formula_version":"titan-u-contract-v1","latency_ms":21.563208000003442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1809","prompt_sha256":"b86e71026ef062f9320941e4a5a0203628392b4aedca1cba3b4833bbf9654964","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b3c2a903559aa02c0c215d834ec0c9b5550bb1c85a7ea95e9826992aec59745","formula_version":"titan-u-contract-v1","latency_ms":22.128083000012566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_877","prompt_sha256":"14a06fcebd73aa19e2acbb0013d91207dbabf27f7757dd3054b24cc7f452cbe9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442867},"components":{"alpha":1.0,"bonus":1.0640723806442867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"54be415d41b512671492e0a340edd888e68b37577bc91e73bb7b90bc01cff186","formula_version":"titan-u-contract-v1","latency_ms":22.269958999999062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1841","prompt_sha256":"5ce29f6a584695967367c283dc05b985ebe027c84e1cb55c9ea274b39b835766","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360448},"components":{"alpha":1.0,"bonus":1.0639557123360448,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360448,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"5302189c87c66044a3d4c2a41262d8ad9830885fe3be9d4ddd7f04942941adba","formula_version":"titan-u-contract-v1","latency_ms":22.141333000007535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027114,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1446","prompt_sha256":"e1d6a3a28a780b4e5e396526d18b33f99afd9a2c60bcb49cfe840e208d7185e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064600409191168},"components":{"alpha":1.0,"bonus":1.064600409191168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064600409191168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4847,"eligible_count":122,"excluded_count":18,"feature_sha256":"3af73508fbf9dec60fd7ad773dc8b13ea3174ff36a2b109e656d8c217e9442be","formula_version":"titan-u-contract-v1","latency_ms":21.961124999990034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1914","prompt_sha256":"5e05ede4e6ccdf2d4ec8874b789325266fdd2225b7f65f68387ce92bded619dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644527973623348},"components":{"alpha":1.0,"bonus":1.0644527973623348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644527973623348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4814,"eligible_count":122,"excluded_count":18,"feature_sha256":"8302ed36f232029b77c8effc593bca4ab93c599268442cae5e23952c65e25b12","formula_version":"titan-u-contract-v1","latency_ms":22.187166999998453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311194640290013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_777","prompt_sha256":"fb9a15d8234f8957c493aee2e528e674a3373e9afae97fdc81eaafcaa726a981","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"889fee8a1bdeb5395dcc962ba0a752e46761d0f7f2233652b03609b8d487d031","formula_version":"titan-u-contract-v1","latency_ms":22.321167000001196,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_208","prompt_sha256":"4ec2e07e53cdafafc8ad16b37690286a4d49b9f78e540219642007c7ae985d54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc930365d0e67f2547915ff178e8e7f601a7a8085481029f1bc99c4e24fd631e","formula_version":"titan-u-contract-v1","latency_ms":21.75029200000722,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_298","prompt_sha256":"5277d83fd8ad368073f15e65ae2c14b0d44441a4c9ddf30e56514d7d8760f853","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643546313376946},"components":{"alpha":1.0,"bonus":1.0643546313376946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643546313376946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"1421dbe7fe7e454a5762ebd8a44e294582b5a88c0fde2dbb02826100ac451bbd","formula_version":"titan-u-contract-v1","latency_ms":22.29350000001773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310212980043612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_423","prompt_sha256":"adfbfac2b841563f6b54949da811740650bbb1c176166985af5a40fa507c0fd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647949076289294},"components":{"alpha":1.0,"bonus":1.0647949076289294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647949076289294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4888,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3312808ba3073fd84c57234b92b3f14a8a7684fa3dc5aca1bf8503934eb1d1f","formula_version":"titan-u-contract-v1","latency_ms":22.37512500002481,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031461574295596,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_515","prompt_sha256":"814f683d120ed9ee71741f0fa7e7e45c5cbc64817dee41b4c915b62b01d2cca3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"38dad030623f2707b24df98756c7a10bcab8acc174b597acf8300d2394d6ef79","formula_version":"titan-u-contract-v1","latency_ms":21.249333000014303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_663","prompt_sha256":"30686f356dd061bf7c366196ae2ab37593fc74ddcdc7fd70e7bb8e58da686014","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"655e5c40793682d821a53a8f19b93c2425fccac9d0294b54a88bf8ce3aced7a4","formula_version":"titan-u-contract-v1","latency_ms":21.591333000003488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_133","prompt_sha256":"2d0e3fa7ecfbbb46a23f7010f6575b7894445fb8e2dc140cd7d1fee48baa64f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"e394f914a5c053df95a0d0b172275cff0b66fa4fea1da5fcd2d3b3cb1b3b1abe","formula_version":"titan-u-contract-v1","latency_ms":21.53566600000545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2223","prompt_sha256":"9c28b44e8babfe963302a612f14377acfc184e19610a2bde3c15084c28997803","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650017018765745},"components":{"alpha":1.0,"bonus":1.0650017018765745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650017018765745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4929,"eligible_count":122,"excluded_count":18,"feature_sha256":"fcd2ad69acf62249b2fb8be7d8ffbf56d3e1fdc7e183d9ed1e70f97c4158e219","formula_version":"titan-u-contract-v1","latency_ms":22.246082999998862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031668368543241,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1179","prompt_sha256":"075285fea57d870bf9a47b73ad9f85734f4c48fefdad9ce6bab941e53a19d6bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"71e7b22f539e60a7e9dc0542e2ceea12a0946eb82c427c2642a0734c1ab3c030","formula_version":"titan-u-contract-v1","latency_ms":21.069500000010066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1716","prompt_sha256":"d4dad9d6260df00824472484af7d8f3b59ed070ec1e2270cc5b4f549647e742e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328997},"components":{"alpha":1.0,"bonus":1.0642126821328997,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328997,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9ec2841e104aeabe618837c64f1a0dcadd42ea1ad8866a190fc2aa6afd5f7f7","formula_version":"titan-u-contract-v1","latency_ms":21.01558300000761,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308793487995662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1431","prompt_sha256":"353a594315f5f2b1a4cb6b0414801d995e5060f1a00d4392b14b10b258b0999d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946314},"components":{"alpha":1.0,"bonus":1.0639119441946314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"04f6c6dd9f2abfd058ca48ccb40724ead3bc24585a653c880fb0a09b1c8c8a59","formula_version":"titan-u-contract-v1","latency_ms":21.31512500000099,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030578610861298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2754","prompt_sha256":"d543c8a807f493cc8312ccbd49359a9313511ea40498b4356d9f87092d11f5ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"5949be77f271854a7e3cae2df913b433f5c14fe2107bf3d1167a004bd5304a0a","formula_version":"titan-u-contract-v1","latency_ms":21.19779099999164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1923","prompt_sha256":"03a9e2eaf43a465cf7bbfc09f38d16e809dfb356cb2726caed56b9f45f3091cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646842841894493},"components":{"alpha":1.0,"bonus":1.0646842841894493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646842841894493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4865,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf720a5aa74e08d1d7a53fb772a4319898cc3425ed37b68e543ba8eec01f425e","formula_version":"titan-u-contract-v1","latency_ms":21.65387499999838,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313509508561158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2482","prompt_sha256":"12d41164c7b0cde9ecf96d018816e069ac703b20b5a5a197f816c5254452962b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642126821328994},"components":{"alpha":1.0,"bonus":1.0642126821328994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642126821328994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4756,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb90db2325e6a253809e5497b682ef31d1444415a2e2c19012641d319333936b","formula_version":"titan-u-contract-v1","latency_ms":21.343166000008296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030879348799566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1186","prompt_sha256":"471973938203cb2e5a7e667bc3e83cf2a8a6ea4edd4cca63015c585b6a7df899","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647559909728144},"components":{"alpha":1.0,"bonus":1.0647559909728144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647559909728144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4881,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4820927591057abefedaf8aaec24ce0e8baba6626aab452e530ad780ca73a32","formula_version":"titan-u-contract-v1","latency_ms":21.479333999991468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031422657639481,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_568","prompt_sha256":"c913dfc3ed03c55072d496c3f0eef14621b2aec2d543d74eae28912730f288d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064090754030172},"components":{"alpha":1.0,"bonus":1.064090754030172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064090754030172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"095e8197436e1c642d3ba7b75db5e1c9eedd2ef6e42f43430ae8db9fd14de397","formula_version":"titan-u-contract-v1","latency_ms":21.94016699999679,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307574206968386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2302","prompt_sha256":"b09e71541870ce00e462476609525f6ab48e01902127175c1a4ac87ac02fe890","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324552},"components":{"alpha":1.0,"bonus":1.0643090518324552,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324552,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4780,"eligible_count":122,"excluded_count":18,"feature_sha256":"547fbd9839836444acbf21038cdb39099c059934a947f936c4f8a82df27c93e9","formula_version":"titan-u-contract-v1","latency_ms":21.664125000000922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309757184991217,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_733","prompt_sha256":"eabc804d60789ff59311cc990bdd88fe5b6ead76ba141d031d556a1a09d5ed62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"4135aa93a910cb258f4b02c45be031863374804fc51053f83dd4af04b7445817","formula_version":"titan-u-contract-v1","latency_ms":22.215750000015078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2494","prompt_sha256":"3bd6d62325043bb7be15587a371a6f659bcbdbe5c293f55a7d59137ce096971a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624337},"components":{"alpha":1.0,"bonus":1.0639523015624337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a078cee7fbe8ef203825986b5b1d6bb70ed876cabde42407a3bf7ee7abcce15","formula_version":"titan-u-contract-v1","latency_ms":21.73616700000025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_459","prompt_sha256":"569df15006db934409d428eb1dd8fbdd9f1e356a7419a0c9c3897ed38b2d9f49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644354467568713},"components":{"alpha":1.0,"bonus":1.0644354467568713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644354467568713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"879b7ba6507fc50ccae3fd87ca37f9141fca122c030d400924e6cfe545ff91dc","formula_version":"titan-u-contract-v1","latency_ms":22.52329199998826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311021134235379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1704","prompt_sha256":"71d6110280a007d83718236c94d516d3bc651cdfb211c7d0f591a850a516eb34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648145415106332},"components":{"alpha":1.0,"bonus":1.0648145415106332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648145415106332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4892,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab84585e4e51ef9ccadc4fefd2756ad38449d997ea1a5212db4463499057604a","formula_version":"titan-u-contract-v1","latency_ms":21.940665999977682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314812081772997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2301","prompt_sha256":"ac03a048c88289a3dec6ae08372bd31ecd780a0748de96bc82c004b3c41b0f43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292172},"components":{"alpha":1.0,"bonus":1.0641318204292172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1c03acc09f755ccfa828430e5c2eafbba578a46ebcd61d04122f4b96074e36c","formula_version":"titan-u-contract-v1","latency_ms":21.812791000002107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307984870958837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_477","prompt_sha256":"6558c58c17c2a564766039b38f9e49ae3e25cff4d8eac672af39450d0eb24d46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064392582796639},"components":{"alpha":1.0,"bonus":1.064392582796639,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064392582796639,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"147df6cc94ae5841a67d01298c89f9148112299bf6d420d8aaad04c53df258f3","formula_version":"titan-u-contract-v1","latency_ms":23.189833000003546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310592494633055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_48","prompt_sha256":"499cfc7420419b1bdcec28ab6adc3ffef644d60fc12d0506ac1557e3d06acf94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941364},"components":{"alpha":1.0,"bonus":1.0644658871941364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4817,"eligible_count":122,"excluded_count":18,"feature_sha256":"c61e6e3aa18d07ca5323f713ee0f1902df27761728775b22a82c6b9c0207a9d8","formula_version":"titan-u-contract-v1","latency_ms":21.80191599998693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031132553860803,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1772","prompt_sha256":"175da2ae725c3d1dd1da671a43df0da3833a2dad5d0555842ae54f0aedd09b36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064032604205576},"components":{"alpha":1.0,"bonus":1.064032604205576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064032604205576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"fce5f3f040c5ec65ccf2c9a5eaf759c54e06570c224ca8e3a74628ae743ff5a5","formula_version":"titan-u-contract-v1","latency_ms":21.650625000006585,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1029","prompt_sha256":"df0bfaa088570f2ae78c64cb96de2ca40d6075ab43cf46a94d87fcf1b003a78b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069645},"components":{"alpha":1.0,"bonus":1.0640112818069645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3b1028d0cc12739cb3366cbc30852bce509bb46c964f1e510ca5514940dc6d6","formula_version":"titan-u-contract-v1","latency_ms":21.445834000019204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030677948473631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_248","prompt_sha256":"81383aa796002202acc627e42f2104125410ba3d5cf1b93d37c618c0a782c9d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466206},"components":{"alpha":1.0,"bonus":1.0645011155466206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4825,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5ea2ac739dcac189d5c7a127247ced0703511c21a519ff0f55d8d23d633a72b","formula_version":"titan-u-contract-v1","latency_ms":21.776041000009627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311677822132872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_53","prompt_sha256":"19a643c8d28fe7189e683e51264855bc1e33ee239507b70f1b3fa8ce9743c232","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645144469721863},"components":{"alpha":1.0,"bonus":1.0645144469721863,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645144469721863,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4828,"eligible_count":122,"excluded_count":18,"feature_sha256":"12517d8021080ec92dba64743b8ed09b350e063b8a51a354606b82e91305e2f8","formula_version":"titan-u-contract-v1","latency_ms":21.522915999980796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031181113638853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1287","prompt_sha256":"63f8a62bdc26de76e5c15ef3f348ec05cd67d460e181225d933e390c351d0215","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560637},"components":{"alpha":1.0,"bonus":1.0646607477560637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"b49902bf93349bf00d74e5b10555951a17465cdc6e8acf5f2dc3ee6e21b7cd0a","formula_version":"titan-u-contract-v1","latency_ms":21.851750000024595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313274144227302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_355","prompt_sha256":"fd5b4093f819f641f70a1b2ddeeeb678ef0bce671aa083da04c6a05616835346","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"8efe31050911ced7daa009a30f081003234ee44c86a1b5daf63834b367251f43","formula_version":"titan-u-contract-v1","latency_ms":21.833958000001985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1662","prompt_sha256":"1da29c47b431f1bd1e43b3ef4de098f04f323b594c8052939f2e887b2c4dc128","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"27733e831112fff8a6144e911aaa1ad2b75ffc570be77da22d1cc3a3b76bb3e4","formula_version":"titan-u-contract-v1","latency_ms":21.16508299999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_720","prompt_sha256":"fc80f4bbbee3596e4d26263c318526f9fa7b60a34408298fa3010d1668002a48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"a492d330911c4a67e352d63afde40294e6b2e4c5327e34247824ef784f15ec9a","formula_version":"titan-u-contract-v1","latency_ms":21.204624999995758,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1610","prompt_sha256":"2fdb61c9607eb01c80c97c03a2b235382bfdab4c79c3617f55494789301aa79e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647705298560803},"components":{"alpha":1.0,"bonus":1.0647705298560803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647705298560803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4883,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f12bc2c25ad29e5f2e4712ad77c331dc3e7ecb7fe166e9599fd443f63ef7ac9","formula_version":"titan-u-contract-v1","latency_ms":22.079875000002858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031437196522747,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1269","prompt_sha256":"1a15642840abdbcb4c1f3f5c59b73f2c75e6e7e0b0ab5af76caac8331a6a0611","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc4b17bf87b9d238dd22a51e2995b346a5cdf6baee2b6388dc846f7aa9cccca7","formula_version":"titan-u-contract-v1","latency_ms":21.373291999992716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2687","prompt_sha256":"913f9f2b54d0fa2a2a31776599694d6e837eef7161fdadd2caa1b7476015c6d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645055520346054},"components":{"alpha":1.0,"bonus":1.0645055520346054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645055520346054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4826,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3d8c24f69e34cebf94eaff55021ecc8d4f99532e26334fcd298d85526dbe738","formula_version":"titan-u-contract-v1","latency_ms":21.354000000002316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031172218701272,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_476","prompt_sha256":"bae65ccffeb29c396f4db77404dcea2f76f115ffb7a075b4a1dea448bf0d2701","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640397703152358},"components":{"alpha":1.0,"bonus":1.0640397703152358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640397703152358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"501fec3bc191bcb472e225221566b9b1b74097155643814a901b8789e612f073","formula_version":"titan-u-contract-v1","latency_ms":21.253375000014785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819023,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2268","prompt_sha256":"9e2fd19ee6ba86cfead2b0c7ec76fe4b8d8a966989710c7db3664a7cdbcf542c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648096220686587},"components":{"alpha":1.0,"bonus":1.0648096220686587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648096220686587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4891,"eligible_count":122,"excluded_count":18,"feature_sha256":"15c16f69ba4e03c7315d58150b1673c7a42aa6a1b6ab37570d865da90186c35e","formula_version":"titan-u-contract-v1","latency_ms":21.425792000002275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314762887353253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_557","prompt_sha256":"959c6dd5d8dc81ad3817689457d2d016d944611591fed29071e4201916a35e3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9ca1d56b305d0af51a64b38725865912f2cb4cbcfecde35fa11366a2ff494c5","formula_version":"titan-u-contract-v1","latency_ms":21.414999999990414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_797","prompt_sha256":"f22a51a9eb2e345dcdb39f50bd7fe8a331e8550ef3ac2bc46ef14bef29144c30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641167845918038},"components":{"alpha":1.0,"bonus":1.0641167845918038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641167845918038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"10623d46eab6539986d1f72515c15a12302c477564e3818f7d4515e359ac6a45","formula_version":"titan-u-contract-v1","latency_ms":22.404834000013807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1041","prompt_sha256":"984c57cec514df3e7413f09788741c1366534ec95e4925fedd9af7718206e4a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262033},"components":{"alpha":1.0,"bonus":1.0637850464262033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"84018c4083d5fe3f6ebbb82d52f911822cdf3716ee9bd0d0fc6613743cbde1da","formula_version":"titan-u-contract-v1","latency_ms":21.097833999988325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1194","prompt_sha256":"d6711075352842d689fc3b40ecb9044d44c85251279259b5b10cd55a7cac37a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404673},"components":{"alpha":1.0,"bonus":1.0638758775404673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"686d5860f70d48046a78d0e4b871e96ee79ebc7363ac11fe16047cb9550ac2e0","formula_version":"titan-u-contract-v1","latency_ms":21.668500000004087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1326","prompt_sha256":"2c8281c06b9c74a0eb7c98d4f9b61cade76a3c3e69c88066449cf64c83408afc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112636},"components":{"alpha":1.0,"bonus":1.0639455020112636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcb49ee3f434ea27ce53e5bb24fffc462baef885daef64af02b9ed81a6fcc2fe","formula_version":"titan-u-contract-v1","latency_ms":21.699208000001136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1479","prompt_sha256":"364dc6d1dd3d4872455bfe3dda5b789e3b987e99053917cae72229dc4011dca1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117753},"components":{"alpha":1.0,"bonus":1.0641507801117753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e5166125585fe0e9e6a4f11b6843591dbc94dd1d3719224cb6a0a07ccb16e82","formula_version":"titan-u-contract-v1","latency_ms":22.20199999999295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030817446778442,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1514","prompt_sha256":"82866600f461c817ed4c32f3efa8057c26ffae32184b093d20f57b3f05c7e6c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06409445069505},"components":{"alpha":1.0,"bonus":1.06409445069505,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06409445069505,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecddbc904aabb0837dae55c8c7abe126d1ac6e9b99cc6e27fc3d09bc5a793968","formula_version":"titan-u-contract-v1","latency_ms":21.077458999997134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1547","prompt_sha256":"47016d025333d5d7069dcc3147fdd5267a9428bc5facd796e6fc6040ae95b7e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641931362539414},"components":{"alpha":1.0,"bonus":1.0641931362539414,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641931362539414,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ac2832bcfa75e34d5ce9accb5f44bc2bb5f61d7c2ac9fff6bf4cd5385cb8cd9","formula_version":"titan-u-contract-v1","latency_ms":22.106999999977006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030859802920608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_1861","prompt_sha256":"59004c080673fb19386bc419f3be0c9449ca8c547251c86d28b330c4d58be7ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4727,"eligible_count":122,"excluded_count":18,"feature_sha256":"27b38fcebf4873e21500e81b1c98a0770f2492a9dbb119dd3e8440c4c5ed01d7","formula_version":"titan-u-contract-v1","latency_ms":21.240625000018554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2065","prompt_sha256":"1755085509d92514877d76052ff2dab03b4a33434939d2594342999ab56d88e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bc6088164fe3ff9b82d2c22e308d0fda9ba9d47ae73c04d7ef5c6af542ea6f3","formula_version":"titan-u-contract-v1","latency_ms":20.868250000006583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2296","prompt_sha256":"1825068a4a56384d0a951cc37f160c476522e38ca53be2d4445a4cc99243c2fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065096371813368},"components":{"alpha":1.0,"bonus":1.065096371813368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065096371813368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"312781ce1cf3c652fc4e5421c4d42c7775d233879aead77b6c4f7997008c5053","formula_version":"titan-u-contract-v1","latency_ms":21.69795800000429,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317630384800345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2425","prompt_sha256":"0f2e5ea7615f4706fbe6ac5e919b01c0beadbcb5c7e4c5a831375fa67f61cee8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"331f1e548d60679d225777cabc9a0f48173738195009361cda9955e472542a61","formula_version":"titan-u-contract-v1","latency_ms":21.676124999999047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MedMCQA_2467","prompt_sha256":"cec1b21101d13e607809c3ad35ab21cb2f8f288321b67ea08ce2370a6e5325c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ece2216c4278b4f1480812ffac62ae1e2a01a431f81ccf6f76c59179300a121","formula_version":"titan-u-contract-v1","latency_ms":20.89645799998152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_120","prompt_sha256":"a59cef635f65127593f736047e313fce78dd0a5bc8cdfc8545c64a55598556b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"86af1a1b01393ed6aa98dbdf2f9038dd34dd3ddeac27aa76034c47dbe47cabf4","formula_version":"titan-u-contract-v1","latency_ms":21.746540999998842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3704","prompt_sha256":"665e705e88f15e11704840a5bf4e09daeace4d81d00beea735d0119a2a93771e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa44620db913cabc7c7792d851aea5356de4961af74f2daf9ec009a62959e6c1","formula_version":"titan-u-contract-v1","latency_ms":20.965291999999636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1602","prompt_sha256":"ae4ac2b5ec82618139fdb28b92121d2e42df9198895a1408f8525c51f4e0452b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"7147a619d840ed05d6cedc1e13d14185247965f37e66bbfc58a84f591879e1db","formula_version":"titan-u-contract-v1","latency_ms":20.575709000013376,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3934","prompt_sha256":"8ea7bde6946e0f5c2af8c6ef19544230258cf5704443fdc359618c57aed0f5ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"18f06086bff91b592f2a47b7b9bd3d2125368631a6b90f974784549b03c456de","formula_version":"titan-u-contract-v1","latency_ms":21.287917000023526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3397","prompt_sha256":"3d8a586e27e8be0e59cb440544661bcffc50fd4945a24ce785321ef2ee58ada4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636244968561508},"components":{"alpha":1.0,"bonus":1.0636244968561508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636244968561508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"6eafd674d145919a6a0651fd62528539f42df4e73eac18f86a679415f1dca7e9","formula_version":"titan-u-contract-v1","latency_ms":20.298332999999502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302911635228174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_4026","prompt_sha256":"c3aaa8601cfa504480deac11b719b9b83c31a9f30a5d58885be8b511e8da050e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427323},"components":{"alpha":1.0,"bonus":1.0638533880427323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa564abd7578ad4251d333d9c8a1c936aca4998646a9e2aa8bbda75d037be229","formula_version":"titan-u-contract-v1","latency_ms":21.594625000005863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030520054709399,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_991","prompt_sha256":"7215c8a2f09686ca48727e58300bf9c11e20cb2164068c7ae108b70703f9b922","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055759},"components":{"alpha":1.0,"bonus":1.0640326042055759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"25d36656ed34416ac4cea4d1151615d6865990267b0b261905b6ab91c9be83d2","formula_version":"titan-u-contract-v1","latency_ms":21.67279099998609,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3396","prompt_sha256":"c97e973dce8f468bd54aaca56e1f364b10f020375c3b3aac0825a9a3064196ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"9604635b8eac2c19222219e8b1ea27cd1d7d1afc20b964b4d38c1898d52942fb","formula_version":"titan-u-contract-v1","latency_ms":21.404875000001766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_645","prompt_sha256":"7ff46e95b8fb55b5d561916b153ee606099d36a9ee30bed414b3d3a400d329ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"2508583f7f3caaaaab50b95e5f1aa7f4e04b9f0ded675cb9f4331cb5b6a6a77b","formula_version":"titan-u-contract-v1","latency_ms":21.32587500000227,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2541","prompt_sha256":"cf8eaec0637f4ba127dba41973f7cd7e3c97c9b05c803118cdfc4c3cc5f39342","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"e87f0c85eb4639429bb2cb8396af9bb58d2a7d49db344ddfed55e2d5359656a6","formula_version":"titan-u-contract-v1","latency_ms":20.6257080000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_471","prompt_sha256":"ef4f08e83c8300caf33846c1367b55319a43775ba0fce4b527e304800f4fdf55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661551},"components":{"alpha":1.0,"bonus":1.063734668661551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"762e517bfd2a497fc7415534dad874e982870498f6131f291836702becc6c067","formula_version":"titan-u-contract-v1","latency_ms":21.12024999999562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_673","prompt_sha256":"6bb14429dd581f2f5170aefeae00eca40f502b94eac500fe7a7c78907be91aab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"a56c85c63eebcfa31c325a97cc19cdccb002794fa1c0b41a49e955ab9e6fa8cc","formula_version":"titan-u-contract-v1","latency_ms":21.294874999995272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2719","prompt_sha256":"cfe88553e99b364a850f7574aa98785dd2883fd53f472bc1bda3ba92c04a24ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117756},"components":{"alpha":1.0,"bonus":1.0641507801117756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"efa8cf8cff6e61b8759e870a2ddd6c06cd19e1df2f6d6264340703b6fc234fde","formula_version":"titan-u-contract-v1","latency_ms":21.87737500000253,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308174467784421,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3718","prompt_sha256":"ecbc99f767e6ff9e7dba70d17e1a50cdbc9c650bdca46375adec7bbac534bb6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704246},"components":{"alpha":1.0,"bonus":1.0637375733704246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"59a00736e513c86edaca2d455fe4e3759452c70895360968c92440b2f81a828d","formula_version":"titan-u-contract-v1","latency_ms":20.719750000012027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_601","prompt_sha256":"dedc0b3a3cfe4d19c1cebe4ca6b5c1c9b64be1db95af9943cd3b58c379604cf5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967363},"components":{"alpha":1.0,"bonus":1.0636753645967363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"606ec20c04dc3cb99d0942f225098e5c431e549d0ea9df24c9dd56b27f832a7e","formula_version":"titan-u-contract-v1","latency_ms":21.434749999997393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_509","prompt_sha256":"82a5cc79296e94e18335b2ca56fc06a410ffb8ee6035d6e8687f323bd9a88745","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592969},"components":{"alpha":1.0,"bonus":1.063850204592969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e7aac1694cc2046435e7abef6dae915885fb2c63f1774fa8be8189773ba4944","formula_version":"titan-u-contract-v1","latency_ms":21.205458999986604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596355,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2548","prompt_sha256":"012dcdacb73a43284a85bec3541889dee5f355b9895dc7e3670b00156ee1c8d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcfa91d4601a2a9dfe2557b5f70e406ee28df6169f85f2ba418ae799e91bd82b","formula_version":"titan-u-contract-v1","latency_ms":21.256833999984792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_132","prompt_sha256":"a754e33ce36fbcd1b3a2559f13722012d3ab119f0ddd657ec5b1ae6f492a64e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"c527dfd21e4ad044452bf4e440df7998267ce2ced5711a9ba2fc81a077d36a6c","formula_version":"titan-u-contract-v1","latency_ms":21.42908400000465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2087","prompt_sha256":"d79d9c2254f84200e418b8bedeac15426dfd8969b345eca2fbd00a510e07604b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2fb44ae932180cd29b29977fe2b79ac2118ce32168c33dac63a3753ef2fd4fa","formula_version":"titan-u-contract-v1","latency_ms":21.757208999986233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1743","prompt_sha256":"6f9c519e2679e0f3b81f74174af9973f893651f068c470422429ec7dad7707ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825923},"components":{"alpha":1.0,"bonus":1.0637640458825923,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825923,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"97b7e0db6f76cb50e04a06230b79c2a7f851ce93c9204f49880fc4141f1946ab","formula_version":"titan-u-contract-v1","latency_ms":21.164791999979116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492589,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1879","prompt_sha256":"0c69dcf1ce8dc2c79a3b775f760a80435295f7095a739e09dcff3a7adb6d1137","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891723},"components":{"alpha":1.0,"bonus":1.0637317712891723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5248288c839dd1af117bd1df5ab2e9c96027402a9ded02fad571e99e927b1ec","formula_version":"titan-u-contract-v1","latency_ms":20.935584000000063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3606","prompt_sha256":"eb13f6cdef9f1b149328a02f174f03695b9e022c05665e1e9b1b54bb301f7f02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9d1519cdf1a3af6ceb9787299a2d32ecaa567475b95d53390b3610261a0589f","formula_version":"titan-u-contract-v1","latency_ms":21.37787500001309,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_279","prompt_sha256":"2cba9ed7a1ecb5165bec38ce942b9be2cc88bf76100cca174c247a54cbef1dd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069648},"components":{"alpha":1.0,"bonus":1.0638064064069648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"982f4d5b84649cef14772dab2caca9b43cf876ab16db06a8572c362d8cc27463","formula_version":"titan-u-contract-v1","latency_ms":21.206541999987394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3158","prompt_sha256":"8ad77191fa902676f0edaa570335c3c002da5d38f82283501057a153e70c7019","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff61f6914b7ea5f6cb603174e9a30b444b56a3e05b6afd5d62515c59f858725f","formula_version":"titan-u-contract-v1","latency_ms":21.123458999994682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3245","prompt_sha256":"0a2170394a18261acab57a53922c0436abe47dbc137b9118dcce1b8f9197f186","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"45df92b436239a49a08fae21ae1eeb620b6afd6fc64eb75ff8fb90dc783b53e8","formula_version":"titan-u-contract-v1","latency_ms":20.97316600000454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3076","prompt_sha256":"50660049a98c3fcc255bf168cc2d7063429cf81af93927896db560e424401639","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"de99f7c8d7ef2b3341ab7772e59904cba917e1d806351ffb1c18b10f9f7e433a","formula_version":"titan-u-contract-v1","latency_ms":21.310542000009036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_872","prompt_sha256":"01024b009b1e37c6f14c239cdab8ff2852a7a8fbc71aca0e74af458531f3f6e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3b5631c064caf0588ec5baef25c8fe6031bbdcab2bd25f768c87fe943110901","formula_version":"titan-u-contract-v1","latency_ms":20.72933399998078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1329","prompt_sha256":"deabf89bc6cba1f5b265f48ad28f2b53da1df17241bec1ed900779ae80ac108b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b819f895c60878ead3c9f2c6a4817655e4edc4a00ce737659b2dc6002f72899","formula_version":"titan-u-contract-v1","latency_ms":21.216083000012986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1753","prompt_sha256":"4c658a07c6487be9503f763cf27d9bfd66220cae0d41d9cf10c2a1aa92f6708c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230338},"components":{"alpha":1.0,"bonus":1.0639053206230338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"e83737d9c183df7ec0b004fe1d313a429ba17fe0213c2c88e5b522e0e390987b","formula_version":"titan-u-contract-v1","latency_ms":21.83949999999868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2715","prompt_sha256":"a206825c4d6f42892b2b676f4260fe72a41f096a9fb5d0c1ebdc4cad19547c8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636271080599629},"components":{"alpha":1.0,"bonus":1.0636271080599629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636271080599629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"78660c25e162cdccf9fdef01c2be3ee59487f3cf7b4c1395c8c939a87094678a","formula_version":"titan-u-contract-v1","latency_ms":21.361124999998538,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302937747266294,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_983","prompt_sha256":"e612ad75a90fda0590e2532d9f4b42c44eea58da31d0696a0570152ff976aee3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"b40e8a99316ee10383105215fd9388e6edd00bf68e250a2fb7992f6e232ed7f6","formula_version":"titan-u-contract-v1","latency_ms":21.39337500000238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3296","prompt_sha256":"ab68f76d9d850d7d4f711fb4743d294df6fc0774a9105f63594b9ad71bcf4dd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"46ea5a8169973e40bc8597ad0579fb0d75e651d26e9da781bc3de0f16791e49c","formula_version":"titan-u-contract-v1","latency_ms":21.344666999993933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1232","prompt_sha256":"da4d7f3a7f7d2bb87a38875bcce265c5ef68cbdb177fdf31462ee817fd324118","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132353},"components":{"alpha":1.0,"bonus":1.0636617215132353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e54bf1de524273bbc33262c586368171bde06398c520bdf3a3cc4c9a912f305","formula_version":"titan-u-contract-v1","latency_ms":21.692250000000968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030328388179902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1868","prompt_sha256":"b867f0b310bd616d1d7a4df9bfb6e04e2610ee1e2ad1df6728732ffe8442cdad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"c573fe9d341edaa4b10bd70dfe5a80b0e78c688ecf737502e245071dc30febf2","formula_version":"titan-u-contract-v1","latency_ms":21.077666999985922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2389","prompt_sha256":"4b94b6f4d47179b34eaccfc7cd0cc93b15887128adeea13b33d64da8b48bab84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b197c906663c899b479dcf1bf499d6f04b4c27e9ccbfc8405d8a0a65d093a6a","formula_version":"titan-u-contract-v1","latency_ms":21.21754099999862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_143","prompt_sha256":"b7bc53e1012195a60f869e13756b86ec0dc92414371ae9618ab5c9ac6f739e65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"942607bb47b8b286ec29ffa33f07f941858599d2cf7534cbc1180b649c00b878","formula_version":"titan-u-contract-v1","latency_ms":21.192958000000317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1566","prompt_sha256":"0121d5a737d739296a8c3a21514b7ec3d38c0543a630a41bc26935e4b8f30e5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8f9a47b31b7c96618e0bcc27b53c933dea9dc06c79a866e46a7a957f08c2035","formula_version":"titan-u-contract-v1","latency_ms":21.138709000013023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3527","prompt_sha256":"be24e203be90966e6aadf6db3b746908fb8bd4c99374185f379fd4181768b786","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"68eef2f895d7ca575e1a9dc393aacdafb692337f51fdf1b5351f46d829ca16ba","formula_version":"titan-u-contract-v1","latency_ms":21.464749999978494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1069","prompt_sha256":"c22268a163137a5b9469825e258c98237b596739afa952e497a3288d0179f06e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265362},"components":{"alpha":1.0,"bonus":1.0638565788265362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfc9f4ef920a033dc50cfd19e88f8e2ebccb374bacc309844043fc2066630f56","formula_version":"titan-u-contract-v1","latency_ms":20.96620800000437,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1293","prompt_sha256":"87b8320a759ea57d6b2460df0ee82c4224e0ac575b73f77f8c6ab333016c57c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9025b89ba81a5489fd293996231b8341a0e2d49fdfad4a99e0f4f1d3c97f555","formula_version":"titan-u-contract-v1","latency_ms":20.717499999989286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_867","prompt_sha256":"283318e7d0ede02ca5b6514d34b1eb9fb7c3a4e88678c7bdceecff697fe1f25a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"921333e4ff7fd8e748b11d3421583fa7b8156efb95636c6ad9570522dfd140e0","formula_version":"titan-u-contract-v1","latency_ms":21.091499999982943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_694","prompt_sha256":"e70b45194b4f071981e3e19e37622ee16c253e5946eb60fe4e2d10dcb9fb4d41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c5e7812835195f4d48bab59c2921662c9ef362de603c6757e9b0bd8a2eeb3ff","formula_version":"titan-u-contract-v1","latency_ms":20.950874999982716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2579","prompt_sha256":"2b8f007fcc0c8bff352e8408dd90fcfddbb26809c584a6b7e99810cdf4d69180","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2f21d03f7e1073f83579615441ca831311acca3b4268440f7f2abb869f7b8fb","formula_version":"titan-u-contract-v1","latency_ms":20.672916999984636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_3762","prompt_sha256":"b16187ea94800491a743ae7a53b39d71a085547d1bf0a0819e0905c8a94a05c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"1eeaa22d616b14929c278bc8d326726db464d053c40289ad138f240987a6218e","formula_version":"titan-u-contract-v1","latency_ms":21.2668749999807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_447","prompt_sha256":"8db34b0fc4c721d234720de48eb6d8cc030a49fb02d75f7e684f31c36c1ed514","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a250166e8055ee5e36974aabfec2918a0a1ee51a25c143a93e7537fee12ca59","formula_version":"titan-u-contract-v1","latency_ms":20.916625000012345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_2387","prompt_sha256":"e7977f15b7298e5e27567aaa9f5169961dce4af610a7791e3ab60e0a18d4ff09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154132},"components":{"alpha":1.0,"bonus":1.0637463315154132,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154132,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbc7c49de7e8c1b7c5549e9fd479b1121b3cc26043668aa29114e19f7604e7e4","formula_version":"titan-u-contract-v1","latency_ms":21.552999999983058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304129981820798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_291","prompt_sha256":"a7ee697cf147440d84caefbceea06e2409212dbd8998addfcd89783d92844a06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6a99b2ef6c53a33c5ffe79ec5adcaea11c1ff7b4572eb9b14adf9974bc62113","formula_version":"titan-u-contract-v1","latency_ms":21.13779199999044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Vehicles_1245","prompt_sha256":"a62b5ff4c9a5bf58e9caccdf48c54bc23af7d99404ca31d5403e6c2f2673740a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064950130874681},"components":{"alpha":1.0,"bonus":1.064950130874681,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064950130874681,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"400185823c7a41977b42afd744dc8fbd7db0d637d13150697efff2f03d6dcf0b","formula_version":"titan-u-contract-v1","latency_ms":21.609374999997044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316167975413475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_215","prompt_sha256":"a0d5092a773842ff7700a33f042ff556b0aa58956897d9dcb6db1061dd952b34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689972082517332},"components":{"alpha":1.0,"bonus":1.0689972082517332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689972082517332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5489,"eligible_count":122,"excluded_count":18,"feature_sha256":"4577df02201086af16abfa02f697310dfb1d771aa5c3258a43bace58302031a3","formula_version":"titan-u-contract-v1","latency_ms":22.4789590000114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356638749183997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_46","prompt_sha256":"f7d1f49f71f3c57c6769fe454b536457a27dd32e043e0cc4d25963c681cb5735","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075542308704079},"components":{"alpha":1.0,"bonus":1.075542308704079,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075542308704079,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6061,"eligible_count":122,"excluded_count":18,"feature_sha256":"05534fb73cb9b99b1c204783c9ff95cf7db54b6b82d50c6ca2f4e573fd41c3e5","formula_version":"titan-u-contract-v1","latency_ms":22.90999999999599,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422089753707455,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_151","prompt_sha256":"d746afc6254f9b4ead54c8d42806f6b7ed6893dba9453afb153f053d89c851f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745721859477382},"components":{"alpha":1.0,"bonus":1.0745721859477382,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745721859477382,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5987,"eligible_count":122,"excluded_count":18,"feature_sha256":"c332af4c1a325c23defe1de483b835995b2f654cb9b9eb46966b02a1a61e7ca8","formula_version":"titan-u-contract-v1","latency_ms":23.090792000004967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412388526144047,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_162","prompt_sha256":"7fd216decd5a099dcd66dc1c78558ae23e474d611b6afd3e2ca9a15c12d630ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07055491232935},"components":{"alpha":1.0,"bonus":1.07055491232935,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07055491232935,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5645,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2adaed00aa16b1838be4544b19c302d1f7373f61f570332935a37d937192171","formula_version":"titan-u-contract-v1","latency_ms":22.531500000013693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372215789960166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_579","prompt_sha256":"9a198b8858fed38f803b6c40f0e2d4fb8340c414f42dfdc5a9df680e38dc17b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765096376716743},"components":{"alpha":1.0,"bonus":1.0765096376716743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765096376716743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6132,"eligible_count":122,"excluded_count":18,"feature_sha256":"936563e41a215b80646c3f7c28178580be07f95150d987980dd92ab756ce9bb3","formula_version":"titan-u-contract-v1","latency_ms":22.649333000003935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0431763043383409,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_654","prompt_sha256":"05c5e112b5c364dbdd59818ecc1e8f44538a59908acc01045b3dfaa8fc314994","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721341013371415},"components":{"alpha":1.0,"bonus":1.0721341013371415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721341013371415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5786,"eligible_count":122,"excluded_count":18,"feature_sha256":"3067a0124e5442a19ce74119f8b113174fb64e3c33aa43715ab13a2079a8700e","formula_version":"titan-u-contract-v1","latency_ms":22.33508400001938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038800768003808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_851","prompt_sha256":"d8368c7c4c8454cee948a2477e61360851ddb0b1ebb9925a69c444114f3c2e83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755958559386978},"components":{"alpha":1.0,"bonus":1.0755958559386978,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755958559386978,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6065,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee5eaa0fcdd0ef0d4f9436c005f026726a66296bfe5070758e6ba2cae540e7b9","formula_version":"titan-u-contract-v1","latency_ms":22.91108299999678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422625226053643,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_38","prompt_sha256":"5cb6e1e0db71ffb2b011e4fe213a3ebb3ef3d6dd5f324ec205cc67b03b11ee25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0760146955316177},"components":{"alpha":1.0,"bonus":1.0760146955316177,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0760146955316177,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6103,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e96965cf90f1a6296ed4fbe9de63b11664c7988537b954fd289a29b12548b88","formula_version":"titan-u-contract-v1","latency_ms":22.65887499999053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0426813621982842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_106","prompt_sha256":"18d7d885842a3474a80b173f6b7ceda7b1e8661958eef36a50a35da928250c54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749607878022807},"components":{"alpha":1.0,"bonus":1.0749607878022807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749607878022807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6017,"eligible_count":122,"excluded_count":18,"feature_sha256":"39ffc11f2e243e930eaf3b5353fa7730c0675f9fce62047f7717ca1f4ddb1242","formula_version":"titan-u-contract-v1","latency_ms":22.492042000010315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416274544689472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_532","prompt_sha256":"e61611620de3b847c3be974dea07f338412c71c6410535c2695b0c24d8e259c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074791607708209},"components":{"alpha":1.0,"bonus":1.074791607708209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074791607708209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6008,"eligible_count":122,"excluded_count":18,"feature_sha256":"aaa05d08c82c54de92fbf13d1be6b8ba0bd1b4a5f48ed135c593933de4e17f0c","formula_version":"titan-u-contract-v1","latency_ms":23.131833000007873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0414582743748755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_10","prompt_sha256":"79cec8eead9c1877abaaf91c4f9f4d4f80b0e7c3f70a3ef5c6a782225be9b3cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715614519534098},"components":{"alpha":1.0,"bonus":1.0715614519534098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715614519534098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5735,"eligible_count":122,"excluded_count":18,"feature_sha256":"03a8e547f19f89716f8864c6ab2e53b33a19f551bbc9c069c13da945e3ca061f","formula_version":"titan-u-contract-v1","latency_ms":22.825499999981957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382281186200764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_239","prompt_sha256":"6ad6cb598309d8671889622420ea51054874814e1db98d1b351698d2a96e77c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719073100086594},"components":{"alpha":1.0,"bonus":1.0719073100086594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719073100086594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5766,"eligible_count":122,"excluded_count":18,"feature_sha256":"fde369e8a3bf2dab47e82b15ac98ac63e656e7146c98563eca920dffb47e075a","formula_version":"titan-u-contract-v1","latency_ms":22.64408300001719,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038573976675326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_265","prompt_sha256":"9012d9e7a717041299637ff51fc3828b6693652f4897bb274cd0b22fc3108b90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073913786256839},"components":{"alpha":1.0,"bonus":1.073913786256839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073913786256839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5935,"eligible_count":122,"excluded_count":18,"feature_sha256":"05649c4fc5818293ef67763faf2e5b64b67df488bc596aa16971e3710a2d91b9","formula_version":"titan-u-contract-v1","latency_ms":23.482207999990123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405804529235056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_475","prompt_sha256":"82cb316a41cb89072493e8a245bb2a2754c1ae0100af1700fb3da203b91e30fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069836801222504},"components":{"alpha":1.0,"bonus":1.069836801222504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069836801222504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5570,"eligible_count":122,"excluded_count":18,"feature_sha256":"58446a37b214ed34f6822888d9ada69c818a83091d50bc3547de3b4267473e0d","formula_version":"titan-u-contract-v1","latency_ms":22.53208400000517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365034678891705,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_622","prompt_sha256":"1c66329845be52e46964453a32dacd80eaf1128f2f26c05e3d99a7b7a7097472","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746751871205085},"components":{"alpha":1.0,"bonus":1.0746751871205085,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746751871205085,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5995,"eligible_count":122,"excluded_count":18,"feature_sha256":"c565284b3c55fcfa80edbdc0b182ea8ce6ddf4ebea6c8217ee1b9153175bd489","formula_version":"titan-u-contract-v1","latency_ms":22.266042000012476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041341853787175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_944","prompt_sha256":"43241c44b31fb01f320a20180fd9e578abba41d2fb34afbad834f3649b8bd2ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0812141468044154},"components":{"alpha":1.0,"bonus":1.0812141468044154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0812141468044154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6446,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cab2af3e68604effb18c9d8f19a457695c083316272c5bf839690e17aea38bf","formula_version":"titan-u-contract-v1","latency_ms":23.57104099999674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047880813471082,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_82","prompt_sha256":"515a00b4e6aeacc36283c7e56600d8be8f8eea05aa441cf5f94e9a25cba51ef9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708269621243667},"components":{"alpha":1.0,"bonus":1.0708269621243667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708269621243667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5667,"eligible_count":122,"excluded_count":18,"feature_sha256":"722d6b1698a1ec1d80551f04fc8238846fc5e9ad788c00b85fec16435f9acde4","formula_version":"titan-u-contract-v1","latency_ms":22.579041999989613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374936287910332,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_318","prompt_sha256":"fdca484ee6f157c95f7902233acdf99d308b5ac167c85ce46a66e38c3d65e376","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666772334274786},"components":{"alpha":1.0,"bonus":1.0666772334274786,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666772334274786,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5201,"eligible_count":122,"excluded_count":18,"feature_sha256":"35d681ffd38754860b475990885b4c974656dff9e7404da4fb830e2253dc66a7","formula_version":"titan-u-contract-v1","latency_ms":22.870374999996557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333439000941451,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_264","prompt_sha256":"d5a759dd57f5a16fee84d4c5494e6093ae44be2db29631475bd4b5c3433d2c2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741521220246226},"components":{"alpha":1.0,"bonus":1.0741521220246226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741521220246226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5954,"eligible_count":122,"excluded_count":18,"feature_sha256":"78f54a87a2a44d2c9cf9c2874c0949a2f245720052f2aaa40834a4435712e8a7","formula_version":"titan-u-contract-v1","latency_ms":22.417749999988246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408187886912892,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_525","prompt_sha256":"323a12a06e5986254086a5db25bc1fb2e42024f675f78752e4eb1ff2e20aeb4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752762762715915},"components":{"alpha":1.0,"bonus":1.0752762762715915,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752762762715915,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6052,"eligible_count":122,"excluded_count":18,"feature_sha256":"f34da8394eb8cf90a85c74b6d5dc87d2c7649e0cd957f491636ef37c5a49194b","formula_version":"titan-u-contract-v1","latency_ms":23.059959000022445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041942942938258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_888","prompt_sha256":"b949b129a7b50875518b8f719382827a21bf4f3663c7de1a07cca6baadc0c7c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733839015002973},"components":{"alpha":1.0,"bonus":1.0733839015002973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733839015002973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5892,"eligible_count":122,"excluded_count":18,"feature_sha256":"beea70450088317a81301ffd7e9bba2423213aac64e379dbccf3d6496bbdcbbc","formula_version":"titan-u-contract-v1","latency_ms":23.28575000001365,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0400505681669638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_243","prompt_sha256":"fc4117ad9ac2dde6f84cb332ec3dec3f48dd1ad221623f435cf37ca29b78a43b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733474252601065},"components":{"alpha":1.0,"bonus":1.0733474252601065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733474252601065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5890,"eligible_count":122,"excluded_count":18,"feature_sha256":"878ba546e84896c88018b997b33883c96ca472a3597cbbb1733230f202fa0bae","formula_version":"titan-u-contract-v1","latency_ms":23.029124999993655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040014091926773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_409","prompt_sha256":"b0b4848ec549612cfd378097bb014a533dba32321d0fb583e61f91a099ee0765","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0833810249919},"components":{"alpha":1.0,"bonus":1.0833810249919,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0833810249919,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6581,"eligible_count":122,"excluded_count":18,"feature_sha256":"96e11d6824382fd7d75314430daff8b0de708b1ee9b2f545e4666660e3552cc0","formula_version":"titan-u-contract-v1","latency_ms":23.28491700001223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0500476916585666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_40","prompt_sha256":"1a6a150145e913f5b0b03109a40380aaa8f5b6a271f21e728cd223dd6a82c844","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709754643839886},"components":{"alpha":1.0,"bonus":1.0709754643839886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709754643839886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5681,"eligible_count":122,"excluded_count":18,"feature_sha256":"faad7e24e905fe54e00a53162f616b6239fc735c9d390912d50e22dbf036501e","formula_version":"titan-u-contract-v1","latency_ms":22.33050000000958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376421310506552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_743","prompt_sha256":"06e0c6358939cb287fc90401efa9730aeaf4ccd2ddfd9c29222ebdc78f9224b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725145723077611},"components":{"alpha":1.0,"bonus":1.0725145723077611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725145723077611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5819,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbbd066b1e0f5b05d6ceda463b5d4ffef3c5c5016fb798dc06962af46f6fb993","formula_version":"titan-u-contract-v1","latency_ms":22.84054199998309,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391812389744277,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_535","prompt_sha256":"ee5f7d0135c65112a6ad77d0f5b79bacea207bcdbca39cfee8d72c5b31d4247d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0834831310696535},"components":{"alpha":1.0,"bonus":1.0834831310696535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0834831310696535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6593,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dede27672b263a23a24a265bbd787338054a28f6f4406fd02edf8d788be2f09","formula_version":"titan-u-contract-v1","latency_ms":23.553749999990714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0501497977363201,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_880","prompt_sha256":"cb513fdba41d3fea997d64040dcd857508238019545dca6947f5b3791d9811c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0664932643071403},"components":{"alpha":1.0,"bonus":1.0664932643071403,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0664932643071403,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5173,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c413644fb3bfd14d82754ef0ea212ba328eed0b5eee2ddda26f733c8a1665f2","formula_version":"titan-u-contract-v1","latency_ms":22.40766700001018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331599309738069,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_358","prompt_sha256":"d3918f569297f250e0ecd71eb1733ad10d77394dbb2f3654a052a530508a0223","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746365083133924},"components":{"alpha":1.0,"bonus":1.0746365083133924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746365083133924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5992,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd92df3cf1631eeffb310f29013beda1e2c47c8e2949e7af85934224f3766c13","formula_version":"titan-u-contract-v1","latency_ms":22.265874999988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041303174980059,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_152","prompt_sha256":"182b996ffb81c8d4e26761f52521d8bd28f2f1fab659ed1af04dd9c0d8313d5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663824983618682},"components":{"alpha":1.0,"bonus":1.0663824983618682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663824983618682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5160,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1df14fd1877b00fbbe9d89e646d4646bf38e86f0c1d13515d22fbd5ce625a96","formula_version":"titan-u-contract-v1","latency_ms":22.58900000001063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330491650285347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_54","prompt_sha256":"edced85d8e59058869ff17f43c595cfc2970eb1ff06b4dd4f4574dd0ba991f2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744185382394051},"components":{"alpha":1.0,"bonus":1.0744185382394051,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744185382394051,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5975,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff45615850f5552b71a35e18d8f28ab897cb17a617db88869745637dd2f4cdb6","formula_version":"titan-u-contract-v1","latency_ms":22.626042000013058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410852049060717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_546","prompt_sha256":"edf144f486c9c232fe84509d91fab7e3bf435e97496c39b2d2c0719729082fb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729385212175486},"components":{"alpha":1.0,"bonus":1.0729385212175486,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729385212175486,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5855,"eligible_count":122,"excluded_count":18,"feature_sha256":"beb529b8d19da63f03e1006b9c1bcd2c98094690fd5faa7616dec602463c3287","formula_version":"titan-u-contract-v1","latency_ms":22.26833299999953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396051878842152,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_266","prompt_sha256":"bcb10df040116d0bbf84901f0330412946b5087d80dd92a9d21b7131489a1e37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689787766836147},"components":{"alpha":1.0,"bonus":1.0689787766836147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689787766836147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5483,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b7500f529695e90a84120dba868635658b20245c387cea152b6c15a107660e6","formula_version":"titan-u-contract-v1","latency_ms":22.2178749999955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356454433502813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_230","prompt_sha256":"3569ecc46c7deac37507c6ffcf500bee8973842db99637413e087d85afc5a811","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661599317175636},"components":{"alpha":1.0,"bonus":1.0661599317175636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661599317175636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5127,"eligible_count":122,"excluded_count":18,"feature_sha256":"06d4648c8e234fc1aa7e09fb1ac246893b47af5b5c91bb7aa1c1d27d704999a7","formula_version":"titan-u-contract-v1","latency_ms":22.23295800001779,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328265983842302,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_600","prompt_sha256":"66b57ba65a022c1b705d6dd69e8723d76e2e41dd5a385f235259a094bd544d25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753425181076026},"components":{"alpha":1.0,"bonus":1.0753425181076026,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753425181076026,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6046,"eligible_count":122,"excluded_count":18,"feature_sha256":"050d91ff5dfb1fba165a1dae540f7af1f0abf423ac58b6284c5fe4e74f71855a","formula_version":"titan-u-contract-v1","latency_ms":22.20833399999833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420091847742692,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_178","prompt_sha256":"7be9efcaed5160c4e42bc6c0655a081f00eb59786fb092f22c0db717f19f463b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0816509697275272},"components":{"alpha":1.0,"bonus":1.0816509697275272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0816509697275272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6488,"eligible_count":122,"excluded_count":18,"feature_sha256":"a06ac509fe345773dd3a1c7ca19dc99dc18b0f56091c188d0c336731f11af071","formula_version":"titan-u-contract-v1","latency_ms":23.564334000013787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0483176363941937,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_561","prompt_sha256":"6f8672c527601cb10aa8afd40cd4bd802d77491a8ef26d20b70a7949c433ff60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761375703470721},"components":{"alpha":1.0,"bonus":1.0761375703470721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761375703470721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6107,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a10a299f89463c84c20a70f772a38c221842cbec00869c567b04a9c5741d1a5","formula_version":"titan-u-contract-v1","latency_ms":22.929083000008177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428042370137387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_20","prompt_sha256":"414b4ea074b5a4ac634723c84d85d61f67f8bd8c214a856940c17bd0adfc3774","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069239449328353},"components":{"alpha":1.0,"bonus":1.069239449328353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069239449328353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5508,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f820e134ea6b78b40d663914b9f7a1ec677658205e681dcdcdd76c0b7091bd4","formula_version":"titan-u-contract-v1","latency_ms":23.700457999979108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359061159950196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_625","prompt_sha256":"8b6f040f597e0290065cbaeaa343964f65f3e344a3ffe4eecb63a007b37b6c2f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732867743525027},"components":{"alpha":1.0,"bonus":1.0732867743525027,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732867743525027,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5884,"eligible_count":122,"excluded_count":18,"feature_sha256":"a63827d8fad87146918c01da26712c53fe7f810d81c29736d69bde1b854d10fb","formula_version":"titan-u-contract-v1","latency_ms":24.351084000016954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399534410191693,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_518","prompt_sha256":"68be9a63cc4fe9cf744619f6a90061fe48e5a1092c316b27b3cf9d609cc0ea29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795331781897672},"components":{"alpha":1.0,"bonus":1.0795331781897672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795331781897672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6341,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ab608c068fc95928cc3a0cbfe02f959be646213f97899dc7f94429b1e1ae8ee","formula_version":"titan-u-contract-v1","latency_ms":31.821374999992713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461998448564338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_460","prompt_sha256":"b7de231afcaafecb1a931c911d1b2af435b1b2500cd82873692b43a2d584e99c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070848090446306},"components":{"alpha":1.0,"bonus":1.070848090446306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070848090446306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5669,"eligible_count":122,"excluded_count":18,"feature_sha256":"a93acfd322d50f584ed520866dea08e6114bb841d75dc1c08ce66d1f2c9f363c","formula_version":"titan-u-contract-v1","latency_ms":25.995166999990715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375147571129726,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_372","prompt_sha256":"6dd1e442a34db5c5c80d8870705761f2c149a876f9b4fcaa639846fc1bdcdefe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748825553577934},"components":{"alpha":1.0,"bonus":1.0748825553577934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748825553577934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6011,"eligible_count":122,"excluded_count":18,"feature_sha256":"94ff41d95cc38796063e81c9a3a1cda943756924cf9f1f41247dfb31fed396c0","formula_version":"titan-u-contract-v1","latency_ms":25.97504100000947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04154922202446,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_855","prompt_sha256":"4a4f3453e76d6d145d7bdd98714ebec86ddcf3ea7ae56d912207dd35ac856689","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081748732521791},"components":{"alpha":1.0,"bonus":1.081748732521791,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081748732521791,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6489,"eligible_count":122,"excluded_count":18,"feature_sha256":"46513054c3cdb6b6b90f7bc6e8ebd85848c58950130d00fc371bab95eabb01ed","formula_version":"titan-u-contract-v1","latency_ms":28.11466600002177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0484153991884575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_173","prompt_sha256":"c89f688a985853fbb2bab48134d70f8cb035dbe67fe08b310deb935090f4d014","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677359553337618},"components":{"alpha":1.0,"bonus":1.0677359553337618,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677359553337618,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5337,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba0ad4f920b34f7d25278400838cf3dd697a6959beb98d919b361a4c73738a25","formula_version":"titan-u-contract-v1","latency_ms":21.80849999999168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344026220004283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_307","prompt_sha256":"5bce7ecefb5ad06dd712b9fec13d6e71e2a96b7ed457e3a87eabdcd00724ad2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692206419864891},"components":{"alpha":1.0,"bonus":1.0692206419864891,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692206419864891,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5510,"eligible_count":122,"excluded_count":18,"feature_sha256":"937da0f62b0c1c4d6e73b2632e0b1647ee6a8ab725548e49e99f80c5fe12f2e2","formula_version":"titan-u-contract-v1","latency_ms":23.50362499998937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358873086531557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_77","prompt_sha256":"a99a68a732b7bea2234954bd3b7749709ae5047dcae4181ce570ab2d665b5726","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771412141926888},"components":{"alpha":1.0,"bonus":1.0771412141926888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771412141926888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6177,"eligible_count":122,"excluded_count":18,"feature_sha256":"e26ea5d283fc4ef290cfca1333c4ffa12588144ec95ec22d17dd2be8cda1edcc","formula_version":"titan-u-contract-v1","latency_ms":22.94029199998704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438078808593554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_609","prompt_sha256":"e7be87be9da578e163d714d75965b38a5b310a9fcee6f952c24e4486ee89192c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0806396398661302},"components":{"alpha":1.0,"bonus":1.0806396398661302,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0806396398661302,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6410,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ac6a419347fd9aecc6838eaf0f00bb0d540affe2d5d9b9f305aec9771b8d570","formula_version":"titan-u-contract-v1","latency_ms":27.164040999991812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0473063065327968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_270","prompt_sha256":"0f9c7597fd3a718e67087632d054f1025878431e52cf4c02950c223e82a2d574","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716278541604358},"components":{"alpha":1.0,"bonus":1.0716278541604358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716278541604358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5744,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe637ae4c2567429baa6b5c459d6f074d4fe792ba50e77241f6683bbb2df8c21","formula_version":"titan-u-contract-v1","latency_ms":25.05658300000846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382945208271024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_2","prompt_sha256":"df22fb3fb28918d02646f683187bd7d937a586027801508821c5834d0813616f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690712236563098},"components":{"alpha":1.0,"bonus":1.0690712236563098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690712236563098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5492,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a50b4dc73f43bca19169507c5cd86dd25aaee455481b5f622bdec738653dcc3","formula_version":"titan-u-contract-v1","latency_ms":22.98037500000305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357378903229764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_95","prompt_sha256":"dc2924b5159dac87d19ff933d997391c56a0279171b6d5f0854e0bc97484e5e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753956394044006},"components":{"alpha":1.0,"bonus":1.0753956394044006,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753956394044006,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6055,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc9963aac4d1c29ac45dd6ffa16921b5918630a2b5c676a674d8e1dd24315b68","formula_version":"titan-u-contract-v1","latency_ms":25.68866599997932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420623060710672,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_784","prompt_sha256":"0777ea62bebdf48dd152619532e164043549e1d3f64678615b3bb54824d5dd56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685097098295362},"components":{"alpha":1.0,"bonus":1.0685097098295362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685097098295362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5428,"eligible_count":122,"excluded_count":18,"feature_sha256":"06127579c22ca09935dc20565458f3d58ac12109b87dc71bb1ef697b149fd212","formula_version":"titan-u-contract-v1","latency_ms":24.005791000007548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351763764962028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_482","prompt_sha256":"eb0d9b8b3391ebe11cdaf4414f6fe9bac85561b2a4a3f1fdb81a3652b2585a27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722141555270104},"components":{"alpha":1.0,"bonus":1.0722141555270104,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722141555270104,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5799,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3a3f74024f8ce984eff97f2b59cb4f26a16786d76afc3fb60675daea9702d97","formula_version":"titan-u-contract-v1","latency_ms":23.79991600000153,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038880822193677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_724","prompt_sha256":"435e2a054540e8c09dc816822392e6a42f0c30bcb2085a161749b904a4ac0f0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072514572307761},"components":{"alpha":1.0,"bonus":1.072514572307761,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072514572307761,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5819,"eligible_count":122,"excluded_count":18,"feature_sha256":"7139c1dc77a26c597fbd29176efa37c63a634ba6ded99c7ee574490fe5fa5393","formula_version":"titan-u-contract-v1","latency_ms":24.918874999997342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391812389744275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_113","prompt_sha256":"fb673a497f5ee36fbadcbfa76a846df6ce01da121e1592763fa68d14277828c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755958559386982},"components":{"alpha":1.0,"bonus":1.0755958559386982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755958559386982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6067,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8271dd36032049a981bde148e3def5d0ad400b53cda4940fcd6e6d20cc81b9e","formula_version":"titan-u-contract-v1","latency_ms":24.08424999998715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422625226053648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_415","prompt_sha256":"1e610a93f08ef76069cffdbcb476b7fddf298afa57ecdf6d83cd84f0e8e35afa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731539709251883},"components":{"alpha":1.0,"bonus":1.0731539709251883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731539709251883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5875,"eligible_count":122,"excluded_count":18,"feature_sha256":"f01eeae1b24bff7e057ed73ea0190fc963ff52a664bfab0251bfc7bce601463e","formula_version":"titan-u-contract-v1","latency_ms":26.04662500002064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398206375918548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_771","prompt_sha256":"011f4dc9e0bd6c66ffbe443496ffb91444e1314ef45c0b877f90caeadd12ee53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0832283346552565},"components":{"alpha":1.0,"bonus":1.0832283346552565,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0832283346552565,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6568,"eligible_count":122,"excluded_count":18,"feature_sha256":"ceba315056af2477c3d20b7ac0348f0cecb547ccc415b7feb1477acf0e5f60ff","formula_version":"titan-u-contract-v1","latency_ms":25.5470829999922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.049895001321923,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_639","prompt_sha256":"0679c3a7f8466d3e4b24e73a7e8fd73f2a3fe567efdb85f4a15b608360f9f988","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071952438893629},"components":{"alpha":1.0,"bonus":1.071952438893629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071952438893629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5770,"eligible_count":122,"excluded_count":18,"feature_sha256":"0757062c837de75db85dc93a9e9f293deb5c7f32d0f14de33a30fed85d344461","formula_version":"titan-u-contract-v1","latency_ms":23.81125000002271,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386191055602956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_662","prompt_sha256":"8ea8cb5f714f4f4170149283d1943114f51a30f1a91b2267dce836eb60587323","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701156625570913},"components":{"alpha":1.0,"bonus":1.0701156625570913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701156625570913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5598,"eligible_count":122,"excluded_count":18,"feature_sha256":"14c288341b006da6ff9199ebaa32c182636d84401637b115d5855d8346cf6476","formula_version":"titan-u-contract-v1","latency_ms":23.7581670000111,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036782329223758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_75","prompt_sha256":"d29a5f4738686a2241d3aa3375b42c078b851e956600a977ee134444d005369e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711792567072982},"components":{"alpha":1.0,"bonus":1.0711792567072982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711792567072982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5700,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb82fe7c1c7fd950e758c2dc1a72ac32d8fb6fd371c2e4a414d38bc480c5c27e","formula_version":"titan-u-contract-v1","latency_ms":24.489999999985912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378459233739648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_505","prompt_sha256":"9275b5de74fdf00b321016e35b06ba09ad45d2785778d7c872a991fd7aef1496","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07014587571625},"components":{"alpha":1.0,"bonus":1.07014587571625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07014587571625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5601,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c5423e83585a867c27702089cf37403bf7535d47f51921b15e0043a22211d81","formula_version":"titan-u-contract-v1","latency_ms":24.06562499999154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368125423829166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_997","prompt_sha256":"ab7a5a7732e9ece2d4df3e5c04804ce3c76881b8e4300fb791f80febdc4c79e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070348953758773},"components":{"alpha":1.0,"bonus":1.070348953758773,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070348953758773,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5621,"eligible_count":122,"excluded_count":18,"feature_sha256":"800d1d73daad4297b00abb8d03acbad6895523d2d8a43fee8fcde2dcf011962d","formula_version":"titan-u-contract-v1","latency_ms":25.671249999987822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370156204254395,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_408","prompt_sha256":"c5b9117c3e5a833cdb411d04c430a78f7ad647e6b9e6076dd9b369bcfe1d2a66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680771419939665},"components":{"alpha":1.0,"bonus":1.0680771419939665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680771419939665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5378,"eligible_count":122,"excluded_count":18,"feature_sha256":"518190b51e391511e213ad6247cfbd8d071ac3bbfc5bb41a0dcb7e865a42d63a","formula_version":"titan-u-contract-v1","latency_ms":26.523125000011305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034743808660633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_592","prompt_sha256":"2b7792deea804deb23ae13d7fcb68c54d69c0615481ea42e4a0bd0b707e9a323","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754488743078399},"components":{"alpha":1.0,"bonus":1.0754488743078399,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754488743078399,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6054,"eligible_count":122,"excluded_count":18,"feature_sha256":"272d3d8b62774a3ac0b5a9324126b1cbe45949891b72ce07953c37a1e83274d3","formula_version":"titan-u-contract-v1","latency_ms":24.440083999991202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421155409745064,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_506","prompt_sha256":"b19fc93e950a426148c2f8cacb103f737eccadc94381802144188c4d3b07bb26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0736533571176499},"components":{"alpha":1.0,"bonus":1.0736533571176499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0736533571176499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5914,"eligible_count":122,"excluded_count":18,"feature_sha256":"dab7e54f92814f3fab24a826de4c30e35207eb2511be2dd02ba8276dab58a05d","formula_version":"titan-u-contract-v1","latency_ms":25.860375000007707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403200237843164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_799","prompt_sha256":"3b135bf9a7ead95a7236cf96d97a455d33a1aadddbc88216e8eaf4adae0fa39f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0736656871729209},"components":{"alpha":1.0,"bonus":1.0736656871729209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0736656871729209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5917,"eligible_count":122,"excluded_count":18,"feature_sha256":"14c1114453c2ff6e0ade9a855ae7b0b8e72d3bd770531592ce3650db5c996b39","formula_version":"titan-u-contract-v1","latency_ms":26.698041999992483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403323538395874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_172","prompt_sha256":"88d3f42d3be9cd7f177f93444d4e8cbc686a2a40a5727d70354b22ced02805e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723406641548197},"components":{"alpha":1.0,"bonus":1.0723406641548197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723406641548197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5804,"eligible_count":122,"excluded_count":18,"feature_sha256":"211fe41150bcc5b0bacc87b883919f7ceda48f18293a2e79956c36bfc43e5773","formula_version":"titan-u-contract-v1","latency_ms":25.273249999997915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390073308214862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_12","prompt_sha256":"d5db124b810daf4b4c47f95bc6c9705c4d46eb051f8d949af1e5f7dff818bf2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07226005838719},"components":{"alpha":1.0,"bonus":1.07226005838719,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07226005838719,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5797,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5ceaedeede47040546b6e60f7c4eed56802e1ab17b4c40ea6bdae0342792231","formula_version":"titan-u-contract-v1","latency_ms":25.730917000004183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389267250538565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_708","prompt_sha256":"552c9680c7da623658407f45d2b99815fc146b5f6501c93fc06af15fb4b55e3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.086443312056593},"components":{"alpha":1.0,"bonus":1.086443312056593,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.086443312056593,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6751,"eligible_count":122,"excluded_count":18,"feature_sha256":"99b7b2c80fbe303ee6ef9b8ff0ae32b643980cdf5e2e9da751a96cdf91f8d37f","formula_version":"titan-u-contract-v1","latency_ms":29.237375000008115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0531099787232596,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_271","prompt_sha256":"4af693b5fa2995978ea929cb1d775c0088c0c7003f45180ebd7f95381da5dabc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785214995539036},"components":{"alpha":1.0,"bonus":1.0785214995539036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785214995539036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6277,"eligible_count":122,"excluded_count":18,"feature_sha256":"0286922a07c000e782b6ec359a1ec83330e2ce0df2a4c50fbc2c4fc85796efa9","formula_version":"titan-u-contract-v1","latency_ms":33.09300000000803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0451881662205702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_240","prompt_sha256":"efc5d9a25fcb39f0a146727b88092d17570b91e4707f5e1b23934ee3d11a7310","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738390569878244},"components":{"alpha":1.0,"bonus":1.0738390569878244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738390569878244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5929,"eligible_count":122,"excluded_count":18,"feature_sha256":"af02416d4d6c3c821e6560b014ab428ef3eaa7d5d3d38e21194937f41c0b66df","formula_version":"titan-u-contract-v1","latency_ms":28.95704200000182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040505723654491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_44","prompt_sha256":"c803de060f18e14ca459efb29b68b208d788e3f06450c2c75ffc9fb081f5f88e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078181487650618},"components":{"alpha":1.0,"bonus":1.078181487650618,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078181487650618,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6251,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca25854eacd4d010a310da906fc1dccd890e8f70349c4c56da9cafa31d9a21ca","formula_version":"titan-u-contract-v1","latency_ms":35.10266699998965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448481543172845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_982","prompt_sha256":"56d0ac6bea9ecd9f7f0553c415bda925b69b574bdb10fa807bd81d87e3c74480","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0813591888510032},"components":{"alpha":1.0,"bonus":1.0813591888510032,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0813591888510032,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6467,"eligible_count":122,"excluded_count":18,"feature_sha256":"99a98fb69720ef3a5f2147ce7a0b2833ef046040f4a348d49a6d62882a137614","formula_version":"titan-u-contract-v1","latency_ms":39.82587500001955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0480258555176698,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_89","prompt_sha256":"27d5299f3e90f4ee4a022ee070be6dc69db450bd17f595feda1ae6f3ad1582f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705549123293487},"components":{"alpha":1.0,"bonus":1.0705549123293487,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705549123293487,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5643,"eligible_count":122,"excluded_count":18,"feature_sha256":"0523c3887e7622d61d3f9267acc13c641caacfeb1ba0995c202eef8cba2ecce7","formula_version":"titan-u-contract-v1","latency_ms":41.363042000000405,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372215789960153,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_531","prompt_sha256":"161205d0ec627c1493e0b039860887c4b24d5aa626b0788ea0d51f0041bf732d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075289510434283},"components":{"alpha":1.0,"bonus":1.075289510434283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075289510434283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6044,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c4ff407556bc89428f9ddcddca028328c4dd3357de415fb93653c4e0607f915","formula_version":"titan-u-contract-v1","latency_ms":23.868415999999115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419561771009496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_512","prompt_sha256":"87553ad5dda466c623673bb28561703db5ff7a17170089a3c18b1ff3742e4a8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698960814023013},"components":{"alpha":1.0,"bonus":1.0698960814023013,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698960814023013,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5576,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2ed619a3c14f9c63c9db755cfd4d1a3734be92f24dc52b69fc75cce17b89027","formula_version":"titan-u-contract-v1","latency_ms":24.145874999987882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365627480689679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_606","prompt_sha256":"2516a0a7c9ab3c94027ebb5dc1bec0a7a0445c06b777e9bedbeefe7847a658e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071179256707298},"components":{"alpha":1.0,"bonus":1.071179256707298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071179256707298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5700,"eligible_count":122,"excluded_count":18,"feature_sha256":"585e999f0bf74782c2712f460ba613119ae4271a93e037f2e13343a9726e2f0a","formula_version":"titan-u-contract-v1","latency_ms":24.669958000004044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378459233739645,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_984","prompt_sha256":"5652b514c151fad37858f7d9bbaabcd0e7db75eef84d3ba3dd755a22221d9f5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075582458484704},"components":{"alpha":1.0,"bonus":1.075582458484704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075582458484704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6064,"eligible_count":122,"excluded_count":18,"feature_sha256":"8960894d54a9ee3f748d64a631fb2e459041ce3ff23e1807472c8293fdb4759b","formula_version":"titan-u-contract-v1","latency_ms":24.510625000004893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422491251513706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_945","prompt_sha256":"e4520db42cbc4b0974bf4689c37f6b1c7319c127289642bcd363d1072f7a8a07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776856894811677},"components":{"alpha":1.0,"bonus":1.0776856894811677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776856894811677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6219,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e0f786a7d07bec4490ae623ef1f049fa17a0801c0bd995d991a2066b0db869d","formula_version":"titan-u-contract-v1","latency_ms":24.626874999995607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443523561478343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_236","prompt_sha256":"cba809ff4f68bf297505d3d5910c020b5848713b309447d82ec49f2437eb1867","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077155411837122},"components":{"alpha":1.0,"bonus":1.077155411837122,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077155411837122,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6178,"eligible_count":122,"excluded_count":18,"feature_sha256":"4aa69e28fda9b6ae1848f6f1042fbc447c72eaeb87ba5345dfb88bc3c6dfde75","formula_version":"titan-u-contract-v1","latency_ms":25.560791000003746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438220785037886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_406","prompt_sha256":"26fe54f75b21603669404b8b2088f3bd99f3eada38145733a632aadd7b2e0e9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698664088625738},"components":{"alpha":1.0,"bonus":1.0698664088625738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698664088625738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5573,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d10e5f37e1dfeea2eb5042a84516323233ff143945f821fbc8b2b4f5a4b3155","formula_version":"titan-u-contract-v1","latency_ms":23.614166000015757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365330755292403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_638","prompt_sha256":"32047714afd9f37188ee3fb29b8057a6a9a8ce25ac08120d39b2eb2c1229f018","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753690645541185},"components":{"alpha":1.0,"bonus":1.0753690645541185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753690645541185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6048,"eligible_count":122,"excluded_count":18,"feature_sha256":"a468592d7193cb7a0a38c2fb0ad10e2165c6de7c0b4f36bc6a551f18f33b9520","formula_version":"titan-u-contract-v1","latency_ms":25.35079200001178,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042035731220785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_302","prompt_sha256":"1de39156d3183e89ffe5bdf135750f53e5ade980246d5cff88ac04a7bc37f966","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742279204154022},"components":{"alpha":1.0,"bonus":1.0742279204154022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742279204154022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5960,"eligible_count":122,"excluded_count":18,"feature_sha256":"e279684045f0ff15d78639986f7af7ea798b2192a7ad2a30e625df825e1fcbdb","formula_version":"titan-u-contract-v1","latency_ms":23.849624999996877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408945870820687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_999","prompt_sha256":"4c11179bbe55bff9d85cd9b22b6bf1f2d4f97303c67f08336f8d730e8a6a572a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590145},"components":{"alpha":1.0,"bonus":1.0654753780590145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7635fe7735ec04d55aafd22e0273cac6f1422cc18fbe47ddf8934b5fce92a20","formula_version":"titan-u-contract-v1","latency_ms":33.88666699999021,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032142044725681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_389","prompt_sha256":"77e52fd457cce208930315c416ded8de773acf6db1305e4ec852a131b89e61b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732867743525025},"components":{"alpha":1.0,"bonus":1.0732867743525025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732867743525025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5884,"eligible_count":122,"excluded_count":18,"feature_sha256":"afd1f6ee46d6b749feac08dc51097c68ba81803c651e042d0aaac4985a4d3b7a","formula_version":"titan-u-contract-v1","latency_ms":26.27958400000807,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039953441019169,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_328","prompt_sha256":"e6202c128e5bf01656219c4963b96bc4de20ef13753fd723a65021b35f6929c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746880942859651},"components":{"alpha":1.0,"bonus":1.0746880942859651,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746880942859651,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5996,"eligible_count":122,"excluded_count":18,"feature_sha256":"941203994e28526a5e5e598f3f8e8b3e6a81f0e65b10c24b73713247ba9eb362","formula_version":"titan-u-contract-v1","latency_ms":28.22220900000616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0413547609526317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_758","prompt_sha256":"7092ba52d23051652d282b23caec29715cfb56e6d860f024a1920b28062e4b0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767465499422322},"components":{"alpha":1.0,"bonus":1.0767465499422322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767465499422322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6149,"eligible_count":122,"excluded_count":18,"feature_sha256":"59cb53acd89e8fe901d9a6bb89d9cdb0e3efd1791f079093651424bf97b3fdd5","formula_version":"titan-u-contract-v1","latency_ms":25.74295900001289,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434132166088987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_463","prompt_sha256":"ebdf7fe14584d0958132465e503fccfaf7cc7a65390df9b765907f4aa2d83854","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756092604891425},"components":{"alpha":1.0,"bonus":1.0756092604891425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756092604891425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6068,"eligible_count":122,"excluded_count":18,"feature_sha256":"9477f62fcf83a20a099d5f9878088f793f112671269841b89b1797cad3e84fa3","formula_version":"titan-u-contract-v1","latency_ms":24.684333000010383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042275927155809,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_60","prompt_sha256":"cbf1d0c10f5e5265af01956dccb8f63ca0928b6dc9a5f32f9fb4e64337310077","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0758246981966904},"components":{"alpha":1.0,"bonus":1.0758246981966904,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0758246981966904,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6082,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0addc53da757e335f48ba80e3a1acf4e26ff879e2340b9da113c96673e3d329","formula_version":"titan-u-contract-v1","latency_ms":25.002250000000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042491364863357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_483","prompt_sha256":"f861c2dc57354d81b5974fc1b69816bb48de694a1dfe6b670f3300480d15fa07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0802460114772467},"components":{"alpha":1.0,"bonus":1.0802460114772467,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0802460114772467,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6385,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad8d62093e6835c7adc879fd638aaa203ad56e819744fbb223d859d23dd2c810","formula_version":"titan-u-contract-v1","latency_ms":29.154583000007506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0469126781439133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_637","prompt_sha256":"6cdcb800552924f9608aae19a59ee7f37b31a3e67399f7eeb3471446e1cc75ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721455161555729},"components":{"alpha":1.0,"bonus":1.0721455161555729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721455161555729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5789,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e2c8ced7660d817c92ad442eb1f078d0e6ea11e14f7c5e1e5ea47c68d640ed8","formula_version":"titan-u-contract-v1","latency_ms":24.113249999999198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388121828222394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_110","prompt_sha256":"c43a828acb96e2b214d7a78818d898186440d8aa5f40531bd0a2df6f5f061c83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723060758535796},"components":{"alpha":1.0,"bonus":1.0723060758535796,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723060758535796,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5801,"eligible_count":122,"excluded_count":18,"feature_sha256":"de8fba06a70a5cfcbf4487f00f4b7b771ff7c7c65332d1f9650db034b685f73d","formula_version":"titan-u-contract-v1","latency_ms":23.0349590000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389727425202462,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_759","prompt_sha256":"1fd2fa54d9beae3a4e9dea37e097c84dee268c1a9bb4880fd83945b2c5fbaf69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0872877989807932},"components":{"alpha":1.0,"bonus":1.0872877989807932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0872877989807932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6799,"eligible_count":122,"excluded_count":18,"feature_sha256":"17d17fc02834b97e863b685a00cac238fb52131ea0cf7fb2967c6cc5add66c1c","formula_version":"titan-u-contract-v1","latency_ms":30.65933400000631,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0539544656474598,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_456","prompt_sha256":"a6378c2763400998b2541fceac80bf3729524efd627461a4ca3f6b4f00d34f56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720316904422649},"components":{"alpha":1.0,"bonus":1.0720316904422649,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720316904422649,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5781,"eligible_count":122,"excluded_count":18,"feature_sha256":"1aa21fe290fe90d9a661e5fa2ec20418518fb305566787e224333871d76ab636","formula_version":"titan-u-contract-v1","latency_ms":23.908957999992708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386983571089314,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_166","prompt_sha256":"974bedbd7b89ca86a9e8e666e6b0aa509a38ae7f1cb9de234e37c694125fd734","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754089374802964},"components":{"alpha":1.0,"bonus":1.0754089374802964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754089374802964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6051,"eligible_count":122,"excluded_count":18,"feature_sha256":"0df266fdf50d8016677048218365c006b95f5ec00081f45749f9199a2abc8d5d","formula_version":"titan-u-contract-v1","latency_ms":24.1839999999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042075604146963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_370","prompt_sha256":"f9bbb4506f818ece8b0b851c5085d9c554d6dcf724ca59bcc06654130cadb5b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748955763235795},"components":{"alpha":1.0,"bonus":1.0748955763235795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748955763235795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6014,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0138fd53af4089446cebf612d5932c81a2b78d22a30c71af89893b048325820","formula_version":"titan-u-contract-v1","latency_ms":23.350541000013436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041562242990246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_102","prompt_sha256":"7fedfc886fba5a124324de8c16739555e8f3eb277d2ac806f955f10a7c8ea9f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.096181016216072},"components":{"alpha":1.0,"bonus":1.096181016216072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.096181016216072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7244,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a96413f5c837810375c9ad2278914f5e679b0d617ee875b38c357fdd805f323","formula_version":"titan-u-contract-v1","latency_ms":25.718750000010004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0628476828827385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_956","prompt_sha256":"09b9362adcdf58b51934bdb6ed288f10846f9d1ea76b9ff5c547ab51ff2a2046","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726665954526597},"components":{"alpha":1.0,"bonus":1.0726665954526597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726665954526597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5832,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b338208d8df8891c8a72bf7d77ce6fb787b7d56b737b703acd3da4f2ebfb341","formula_version":"titan-u-contract-v1","latency_ms":23.161250000015343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0393332621193263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_630","prompt_sha256":"47e5dc5a6ba0757e3afc8a45f25728b09e748f17afaef2fd0a59ceaaecf1c962","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769009355553556},"components":{"alpha":1.0,"bonus":1.0769009355553556,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769009355553556,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6162,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdc9c881d414f7894d1f46bd932c545921f2a1a429c06ddaf1b1c68de56ce085","formula_version":"titan-u-contract-v1","latency_ms":23.98250000001667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0435676022220222,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_530","prompt_sha256":"fe3add7475da90be7cb9760b7991d50084989be9e24d3c24b7d7f21532bfa21b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0751048786048736},"components":{"alpha":1.0,"bonus":1.0751048786048736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0751048786048736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6032,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdb1d18b9ca1104552f9e25da785117d3e003463c5b01db814ee7dcac8b9b018","formula_version":"titan-u-contract-v1","latency_ms":23.53920799998832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417715452715401,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_225","prompt_sha256":"4d108a2fe442c4b3a138db9398757b4daa8301f3c552931aea9ccfad940cdd03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745080415008534},"components":{"alpha":1.0,"bonus":1.0745080415008534,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745080415008534,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5989,"eligible_count":122,"excluded_count":18,"feature_sha256":"df621a37c905a0337c5bfd0adb153531cf212884ed0cbc40dc3a0dc806dde7fb","formula_version":"titan-u-contract-v1","latency_ms":23.920500000002676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04117470816752,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_163","prompt_sha256":"3982e38536cf32e6cc1e13d5d5554b4706da029c2e7bad651410f4b94694bb74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0811980659492968},"components":{"alpha":1.0,"bonus":1.0811980659492968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0811980659492968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6451,"eligible_count":122,"excluded_count":18,"feature_sha256":"a80e4548d350a790b105cf2fd657402806ec2002c9ae772952454da576e4cee0","formula_version":"titan-u-contract-v1","latency_ms":23.574417000020276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0478647326159634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_210","prompt_sha256":"08ead4dccbf9d2e1456e38a3ebc7372283f4fd9fc5309a77082981fc6f53836d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0871214283602362},"components":{"alpha":1.0,"bonus":1.0871214283602362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0871214283602362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6790,"eligible_count":122,"excluded_count":18,"feature_sha256":"dae3d6027897af0e543ebd9a87d30ec90a8b1b5727fe7fdc8d67d006708807b9","formula_version":"titan-u-contract-v1","latency_ms":26.99591700002202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0537880950269027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_513","prompt_sha256":"5e2ab13bea95edebcc734eed96d776459cc83b613476b28c5a1e4fd26bbec6b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737769787064724},"components":{"alpha":1.0,"bonus":1.0737769787064724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737769787064724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5924,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f32efbec6aa42da9d4a85e9c0fe6316fb487e744f45010f2b4c3d067ee7c76c","formula_version":"titan-u-contract-v1","latency_ms":25.047834000019975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040443645373139,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_228","prompt_sha256":"799c9adab6e6587aa3f447a40d8edb1bd7fa7eb0dc57a08417feb42796f5c23e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077903419258887},"components":{"alpha":1.0,"bonus":1.077903419258887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077903419258887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6232,"eligible_count":122,"excluded_count":18,"feature_sha256":"385c77899d58288f18cb74a629f995fb02fa84c866e201439ac7b78a81d63c0f","formula_version":"titan-u-contract-v1","latency_ms":24.671166999979732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445700859255536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_107","prompt_sha256":"dea65682619b085e6e0de58419121fb1b7dc3cd489f194c8727c10c679aaeb65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0832452724625665},"components":{"alpha":1.0,"bonus":1.0832452724625665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0832452724625665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6571,"eligible_count":122,"excluded_count":18,"feature_sha256":"6faebe27d572da0258ed7081e8b5ecdb52a9cfece68969057d4bd143ee602f0e","formula_version":"titan-u-contract-v1","latency_ms":24.81620800000428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.049911939129233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_552","prompt_sha256":"58f61559c5dc63b3866a5d79ee2c996376080c5a9da7c2cc94d2d6de471d63c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741647372784586},"components":{"alpha":1.0,"bonus":1.0741647372784586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741647372784586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5960,"eligible_count":122,"excluded_count":18,"feature_sha256":"c25f06e008d078b4e55c9e12774969f873633cdf04998fff80026fc1386d825e","formula_version":"titan-u-contract-v1","latency_ms":24.58891699998844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408314039451252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_335","prompt_sha256":"bf7fb73511c1b987deb409ebf91e1077d60f619d2aacb5577f5e1551a65970d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728198277495153},"components":{"alpha":1.0,"bonus":1.0728198277495153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728198277495153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5845,"eligible_count":122,"excluded_count":18,"feature_sha256":"84266b89addab03485963a776dedf27fe6025835fe30e07fb86e9d3f217483af","formula_version":"titan-u-contract-v1","latency_ms":25.37624999999366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039486494416182,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_278","prompt_sha256":"d3b9e438f51470b7b6b07db90d290b077dc8d359b1d7fdac8a7ffe8c252351eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785066389746982},"components":{"alpha":1.0,"bonus":1.0785066389746982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785066389746982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6271,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9e7be1f684db7ec9154773007693c0ecce952a5e745ddb081572204d1c80722","formula_version":"titan-u-contract-v1","latency_ms":24.848708999996916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0451733056413648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_401","prompt_sha256":"a3d8344f1f69edcfb5a22ffa794e72aab133659ac5f266bcc41fe4298bd716d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671739695335525},"components":{"alpha":1.0,"bonus":1.0671739695335525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671739695335525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5266,"eligible_count":122,"excluded_count":18,"feature_sha256":"23d903239019b4145d6e370206ac8fe9834a620771b2ea873f61ab20bce32614","formula_version":"titan-u-contract-v1","latency_ms":22.806166999998823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033840636200219,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_17","prompt_sha256":"f703a468e4415ed8df41d8ef3de3216443688e102dbcf8d7f66fb6c03dce8cb7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744952339645333},"components":{"alpha":1.0,"bonus":1.0744952339645333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744952339645333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5981,"eligible_count":122,"excluded_count":18,"feature_sha256":"a26fd4fcdfc24562a4559fcc2fb2c63f5ba2045682f75e42b1860f08a84bb6fc","formula_version":"titan-u-contract-v1","latency_ms":24.429375000011078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0411619006311998,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_765","prompt_sha256":"dc7461dd0a732b4b91814c234126408cd4976dae824fe036599ee803f166c537","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765791054597427},"components":{"alpha":1.0,"bonus":1.0765791054597427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765791054597427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6137,"eligible_count":122,"excluded_count":18,"feature_sha256":"633b0da6f9a21fcc4b3374199af44acf8b22e68427d99aa104f366042ed5df09","formula_version":"titan-u-contract-v1","latency_ms":33.979625000000624,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432457721264092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_448","prompt_sha256":"7b161fb1c824f01da6e1cb9a699c58644bcf3de47d8b4fe40fefda22fa6c8258","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771980471633338},"components":{"alpha":1.0,"bonus":1.0771980471633338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771980471633338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6181,"eligible_count":122,"excluded_count":18,"feature_sha256":"c03aa1402ba9ba12d4d763cc243c256bed91d3fa673a4064f4232cb662bd528b","formula_version":"titan-u-contract-v1","latency_ms":28.60208300000977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438647138300003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_938","prompt_sha256":"51195b19964eb437c21e4bc0e060da4545a7d1e8268f5f7a81c1a1e88ab4a721","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076164953811682},"components":{"alpha":1.0,"bonus":1.076164953811682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076164953811682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6107,"eligible_count":122,"excluded_count":18,"feature_sha256":"56420a7ecd27b9036b7eab54a25ce26cd98ade9a280951454fe4692a4b1a16df","formula_version":"titan-u-contract-v1","latency_ms":29.46525000001543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428316204783485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_91","prompt_sha256":"454d3362ff182a44aecb8fd12bca2b382bad3e13e7d0194b3f7df74d70b2403c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.089346836985356},"components":{"alpha":1.0,"bonus":1.089346836985356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.089346836985356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6908,"eligible_count":122,"excluded_count":18,"feature_sha256":"199c388a191a254918a2eb1c952f12925fd48c294b6f8c8da83f0dd30190ddb9","formula_version":"titan-u-contract-v1","latency_ms":34.974750000003496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0560135036520226,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_258","prompt_sha256":"07bfb3dc70aaa235e75d10e634b784e8cd2f50e6053c0a4b289ddceb97ff8119","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734814856344752},"components":{"alpha":1.0,"bonus":1.0734814856344752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734814856344752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5900,"eligible_count":122,"excluded_count":18,"feature_sha256":"b223a483c471fabea3862768ca1b2fd43a7de41d8f5ed75a2b2bc853742cb130","formula_version":"titan-u-contract-v1","latency_ms":25.159290999994255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401481523011418,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_861","prompt_sha256":"104111f20e1e9cb8d8cb19352ad24e92af9560dd30db73a93f276a78e8ab9067","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749477312874332},"components":{"alpha":1.0,"bonus":1.0749477312874332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749477312874332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6019,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc59939a0d312c47e316e2e0d0b227edcc6339b55d8a8ed31cd7fdcd2160fa83","formula_version":"titan-u-contract-v1","latency_ms":24.73733300001868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416143979540997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_974","prompt_sha256":"6991cd9533d5e799fbe2f4020dab3d6f805e3b8d2bc51315205aba15d4f7b7de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734692626305142},"components":{"alpha":1.0,"bonus":1.0734692626305142,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734692626305142,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5911,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee9c86433d91b44232e6a39b7098afbdfe522fd2aad0bed1ff586ccaeffefec8","formula_version":"titan-u-contract-v1","latency_ms":25.31916700002057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401359292971808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_125","prompt_sha256":"8fc6a2c4b4e1308a7710fadd8c14339d411aff7b6a2cc6a2922cabe9ba8661bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685894945265464},"components":{"alpha":1.0,"bonus":1.0685894945265464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685894945265464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5437,"eligible_count":122,"excluded_count":18,"feature_sha256":"95f17b85f175876b70bd2fa489d997359607fb80e800a01ee4dcdccd46c963b5","formula_version":"titan-u-contract-v1","latency_ms":24.366082999989658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035256161193213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_124","prompt_sha256":"b55e65e88438a834c5296231cf62650e6a4830f755cd7fb6ada535830cf7d785","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072831664917661},"components":{"alpha":1.0,"bonus":1.072831664917661,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072831664917661,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5846,"eligible_count":122,"excluded_count":18,"feature_sha256":"8861728aeb7f7dbb4be720e71b109ee214976198f580a0614e4b5a5d8dd2a416","formula_version":"titan-u-contract-v1","latency_ms":26.91258300001209,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394983315843276,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_213","prompt_sha256":"6ab6323df017a9a7e38211ac74dd4dab42fe6da04aec2b230b3bdfcfe8e65011","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730699097682315},"components":{"alpha":1.0,"bonus":1.0730699097682315,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730699097682315,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5866,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ec0472e4f0773551a130d5d0ab62053f655edae1815c152611098d55e8a4335","formula_version":"titan-u-contract-v1","latency_ms":23.935209000001123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039736576434898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_995","prompt_sha256":"20f44a4280192e07c484d3acc20c6b199b851d1b9c176619c4dc66c12fc89c88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775414181424767},"components":{"alpha":1.0,"bonus":1.0775414181424767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775414181424767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6205,"eligible_count":122,"excluded_count":18,"feature_sha256":"d78bbf51be9dc3b8734d87abb9ebfee35cfa63ab4aa61ebf387dc0b00f7683eb","formula_version":"titan-u-contract-v1","latency_ms":24.674207999993314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442080848091433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_976","prompt_sha256":"c09262e2c91778025c06a14fa620359034f13e0371057c6d1904ace3579ead6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745465068169455},"components":{"alpha":1.0,"bonus":1.0745465068169455,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745465068169455,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5985,"eligible_count":122,"excluded_count":18,"feature_sha256":"10825b7d2ce65c7d15f04d54feedffd36504f74d46fb5987ceb5ffc8ea1a4e09","formula_version":"titan-u-contract-v1","latency_ms":24.67295800002489,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041213173483612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_148","prompt_sha256":"6e0965df3cafeec117bcfe809705a22f8fadf73d866be63bab19cf1115a92908","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076001078211588},"components":{"alpha":1.0,"bonus":1.076001078211588,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076001078211588,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6095,"eligible_count":122,"excluded_count":18,"feature_sha256":"43ff07839abd68a970612e19c98f6d420af73be065a148ef931e4786af11a0fc","formula_version":"titan-u-contract-v1","latency_ms":24.673749999976735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0426677448782546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_51","prompt_sha256":"b76f6c7f11e9b668c528b9f3fd6bcf1c0cc9640962955e4c780eef387f346512","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079212690460041},"components":{"alpha":1.0,"bonus":1.079212690460041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079212690460041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6330,"eligible_count":122,"excluded_count":18,"feature_sha256":"d65f29baa50c0e3b0f90a91c948eb3e2723e044a5b5a5b2299fef8fb56bd1bbd","formula_version":"titan-u-contract-v1","latency_ms":24.903416999990213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0458793571267075,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_926","prompt_sha256":"90353568343c15516c2dc75616b4533ad1c43d94981221c60e77d06a005239a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756898368024124},"components":{"alpha":1.0,"bonus":1.0756898368024124,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756898368024124,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6074,"eligible_count":122,"excluded_count":18,"feature_sha256":"9671d328e76818923f4f154a7d816c34c1bde323a05269cdc55ec4be2ccd7177","formula_version":"titan-u-contract-v1","latency_ms":25.98470800000996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042356503469079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_345","prompt_sha256":"7f65214f807e87da63c7b920cae515ee774fd9adbaff651af29a9b2db6be883d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706276780468549},"components":{"alpha":1.0,"bonus":1.0706276780468549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706276780468549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5650,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4389870cb0df8ff0bfeaa76eefbf456259d345e719527b1463f3af901b7e217","formula_version":"titan-u-contract-v1","latency_ms":24.57862500000374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372943447135214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_581","prompt_sha256":"b66905b4ecda62eeb8fbc718d2b37c7a91cbf4917f090c6d7e52e3ed50879eba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709328913673817},"components":{"alpha":1.0,"bonus":1.0709328913673817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709328913673817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5677,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ae92580c3cb28fcefbd97bf23bd709efac29f756315ca99f5eb9b23b1d09b4c","formula_version":"titan-u-contract-v1","latency_ms":25.133917000005113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375995580340482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_303","prompt_sha256":"f656bff162f65b6908c0f8b91665c71c548b8abd276eb4804e574a942dafbd9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698664088625736},"components":{"alpha":1.0,"bonus":1.0698664088625736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698664088625736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5573,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b032963612142312689b93b4ab7c7397da20c338c91995aad9f8563e61e044b","formula_version":"titan-u-contract-v1","latency_ms":22.920041999981322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365330755292401,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_620","prompt_sha256":"682d0bf31c94b65e0e37fd5b86955f65391c8319963087bf70ab74aa93691377","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0778452028236707},"components":{"alpha":1.0,"bonus":1.0778452028236707,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0778452028236707,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6232,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2780116c7d751ab2cabe3f278af50332436fb8400d581a8a6f3d44352cb6054","formula_version":"titan-u-contract-v1","latency_ms":25.1368330000048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445118694903373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_962","prompt_sha256":"f704953adfcb7ae4663c0d63a78947de239e82406502af2f3d217db1fb4d8936","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690249098185223},"components":{"alpha":1.0,"bonus":1.0690249098185223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690249098185223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5488,"eligible_count":122,"excluded_count":18,"feature_sha256":"6577df929057b230dc9775990ee607bae33cf4544609d9306d348176688008d3","formula_version":"titan-u-contract-v1","latency_ms":25.101124999991953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0356915764851888,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_29","prompt_sha256":"c7f08ee8deae4fc781b9afba2229a02b07fd4109375cd141b86661dccbd54dba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0691363665653226},"components":{"alpha":1.0,"bonus":1.0691363665653226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0691363665653226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5497,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ed81c2d9c089cef8016d80b8fc742d4b43c7e428df790f5218c21050edb6374","formula_version":"titan-u-contract-v1","latency_ms":27.83679200001643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358030332319892,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_263","prompt_sha256":"02a2eb37c8741496f4745aa5fcb1b8adf4f35df1307c1b86dbff10e6d5cb8a3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0692206419864891},"components":{"alpha":1.0,"bonus":1.0692206419864891,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0692206419864891,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5506,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9488b4e1e577f4082fcfadf26d39c518ca05487d73cedaca6610bca60f6bda4","formula_version":"titan-u-contract-v1","latency_ms":29.197207999999364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358873086531557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_703","prompt_sha256":"232ddcb26ad15883000179616057faed63b689b395c83d410d5f4d254570e197","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764126800686158},"components":{"alpha":1.0,"bonus":1.0764126800686158,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764126800686158,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6139,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad0926482b4134d73369445dfb0cc20266179656d3691f6a54156ade6a5a296b","formula_version":"titan-u-contract-v1","latency_ms":27.82579199998736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0430793467352824,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_196","prompt_sha256":"6b0bd2b75e5d03c3ce19a293dd70e05154bf042b28d02bcc9332868be365ef4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755690681274261},"components":{"alpha":1.0,"bonus":1.0755690681274261,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755690681274261,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6063,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5c3562eb24c5852ace316878e9fa2a3cf2bd466c389a7a1f41abf54961b0015","formula_version":"titan-u-contract-v1","latency_ms":24.837958999995635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422357347940927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_1","prompt_sha256":"98b3cc6af6c603df56eeeabf715b4926463f30ada5bc6d8cc7ac7917b61cb1e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0832961275662347},"components":{"alpha":1.0,"bonus":1.0832961275662347,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0832961275662347,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6572,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7d3068d2a3f9d1e650462bccc1efd14e608ff9f73b2792b8ac0cf53c2f21024","formula_version":"titan-u-contract-v1","latency_ms":24.27462500000388,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0499627942329013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_875","prompt_sha256":"abc7d5f85e37b48002f0328fc401e14959da9cd2d5f60e3f968de5b74073a383","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074610758018921},"components":{"alpha":1.0,"bonus":1.074610758018921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074610758018921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5997,"eligible_count":122,"excluded_count":18,"feature_sha256":"22c7075f06b2efaf9ad6152f9d37c74db60d544001fe6d7af78c84ab7fa45ed6","formula_version":"titan-u-contract-v1","latency_ms":24.95095800000513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412774246855876,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_800","prompt_sha256":"7c13eb1c33ba5dd41efb7f5f416d19684f073ae13fe200fc5f5beb9a0af617e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711469065037253},"components":{"alpha":1.0,"bonus":1.0711469065037253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711469065037253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5697,"eligible_count":122,"excluded_count":18,"feature_sha256":"77284aa829de1800b34122a99fd07747cfc499da6f99dd2c66ed85961505ff59","formula_version":"titan-u-contract-v1","latency_ms":25.242416999986972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037813573170392,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_545","prompt_sha256":"3c25778b36c97768ce7394e0b7254e9d9936f80216dcd47f166637a7b1fd0490","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0819286165223654},"components":{"alpha":1.0,"bonus":1.0819286165223654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0819286165223654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6537,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9a2dc6d764c8fcfc915bb4a4ea728a80549267b53108369c8ceb2ab1e64c721","formula_version":"titan-u-contract-v1","latency_ms":24.181833000000097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048595283189032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_839","prompt_sha256":"e634299ddf17c28345c67f88bed60043e698a686b7e9cc39369e8297d1e77901","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704309916162273},"components":{"alpha":1.0,"bonus":1.0704309916162273,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704309916162273,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5629,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8671ead152a93d2501ca86d35402bdbe20e0d51ca16e433e763d659a7f46bd2","formula_version":"titan-u-contract-v1","latency_ms":24.77895799998464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037097658282894,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_786","prompt_sha256":"3864c6cc1de9e882f7ba3a33d2aef361bc4c78ad661fc8c8f3681b52a2f80814","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072491291485622},"components":{"alpha":1.0,"bonus":1.072491291485622,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072491291485622,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5817,"eligible_count":122,"excluded_count":18,"feature_sha256":"a10fc976f2fa7d151670f367d6295c8f174bb319d1a8a19194bbde396b20784a","formula_version":"titan-u-contract-v1","latency_ms":24.905125000003636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391579581522885,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_371","prompt_sha256":"b791daeeec4a77a9775b06218059c6f807b52c7a948e3460464efcda0c4c993f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722715520100308},"components":{"alpha":1.0,"bonus":1.0722715520100308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722715520100308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5798,"eligible_count":122,"excluded_count":18,"feature_sha256":"c613195b6971e19d4a884ae6357ebf00f3f5491e0707d571d59920051dace4de","formula_version":"titan-u-contract-v1","latency_ms":25.229625000008582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389382186766973,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_134","prompt_sha256":"095e462d837dbb97d6cf5f43ef283a1ef1d9bbe94144a991f606d2f516584fae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0751443253407889},"components":{"alpha":1.0,"bonus":1.0751443253407889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0751443253407889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6031,"eligible_count":122,"excluded_count":18,"feature_sha256":"12a733ab4f58c15a055ba1b8399582d05fb4b6b2688a6f82f4863120133bdd71","formula_version":"titan-u-contract-v1","latency_ms":23.588916999983667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0418109920074554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_119","prompt_sha256":"9c84d6c08c1953d15058d76761ed75f95d821ee0eb0a99b55581e7e1bce90090","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0794565907205347},"components":{"alpha":1.0,"bonus":1.0794565907205347,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0794565907205347,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6346,"eligible_count":122,"excluded_count":18,"feature_sha256":"d76aa85221dcb4ccf8f79b7da552f5e20a32e9701362e734f0b3240e1ae07ac2","formula_version":"titan-u-contract-v1","latency_ms":23.901583999986542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461232573872012,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_356","prompt_sha256":"ab61ade0631d431943b2cb4924de9008efa000adeeb3701798a85061ebd2d90b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274386},"components":{"alpha":1.0,"bonus":1.0700254122274386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5592,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ad253e7c0d97507039f0e4774ba2e867022fb90b3395cf5e6a4e94af37c3b47","formula_version":"titan-u-contract-v1","latency_ms":21.697792000026084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366920788941052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_53","prompt_sha256":"6250f0bd09bcde5f62da7557121b1da046fdd1ef71be981a971308c9a31a83cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731419407515486},"components":{"alpha":1.0,"bonus":1.0731419407515486,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731419407515486,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5872,"eligible_count":122,"excluded_count":18,"feature_sha256":"fae9057d3267de088872d0483456520ba3c430c327ce80c9dcff4a7244b3d3b2","formula_version":"titan-u-contract-v1","latency_ms":23.873250000008284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398086074182151,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_915","prompt_sha256":"5f5a0193c2c8d20b1e9c23eef3edb98ffccf910f9e513aff3d717c2998a698fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0987682059071877},"components":{"alpha":1.0,"bonus":1.0987682059071877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0987682059071877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7363,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8d9e733ff12cfa47d2105e956d5ded48fe46c57e95a914709fc168d50a8394a","formula_version":"titan-u-contract-v1","latency_ms":24.273958999998513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0654348725738543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_319","prompt_sha256":"e17bedee110301e3ae80b20ad8ead58ee317d89f46943f4da029e7eaf338ec92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066355098132184},"components":{"alpha":1.0,"bonus":1.066355098132184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066355098132184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5153,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cc21e593ceef510a09d79cbc30d63856e0512eea781667f382481f681d3d4fe","formula_version":"titan-u-contract-v1","latency_ms":22.01491599998917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330217647988507,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_332","prompt_sha256":"46e74bd0fcf434b04365d49d64f6998bc06b18db9399c4bcdc791f5552dcb8c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724912914856233},"components":{"alpha":1.0,"bonus":1.0724912914856233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724912914856233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5829,"eligible_count":122,"excluded_count":18,"feature_sha256":"48ed6e720099b3db4c64d41b5783acd713a7a2e7a3efc0865a3953f0331c7166","formula_version":"titan-u-contract-v1","latency_ms":22.838791999987507,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391579581522898,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_509","prompt_sha256":"18c3964c3df3541fe8f35f4475f8294dd8b1f1d94db52efb74363d16c47d7bc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767745564009674},"components":{"alpha":1.0,"bonus":1.0767745564009674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767745564009674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6155,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5cdb9c4ec9b71c3ef0202cbd61d44cd56dbfb30f9dd3f35082f766237c855cf","formula_version":"titan-u-contract-v1","latency_ms":24.240208000009034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043441223067634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_649","prompt_sha256":"3bb468301b92055b5f132dc01e6365c8c344f17454b6a515c690973757afd071","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701257264043789},"components":{"alpha":1.0,"bonus":1.0701257264043789,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701257264043789,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5599,"eligible_count":122,"excluded_count":18,"feature_sha256":"997adb7b56734825bcf08698836d3c39c2362176e2567a34ffb857c8a4d45acd","formula_version":"titan-u-contract-v1","latency_ms":23.41483300000391,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367923930710454,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_56","prompt_sha256":"fe4ce1975f3bbc7741bfaefd1149d957356bf01cdc7c5708e4995fabb7851d26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0841010136571683},"components":{"alpha":1.0,"bonus":1.0841010136571683,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0841010136571683,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6632,"eligible_count":122,"excluded_count":18,"feature_sha256":"d45575f0350671faffba625f1fad8b012f18df1eaf17d3681e2e09d54c0ebdf6","formula_version":"titan-u-contract-v1","latency_ms":25.141124999976228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0507676803238348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_830","prompt_sha256":"e7541e1155f57aca7751198502685636e0e061f0f6acbbd4a5d4cccbb15e0181","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742912816422276},"components":{"alpha":1.0,"bonus":1.0742912816422276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742912816422276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5965,"eligible_count":122,"excluded_count":18,"feature_sha256":"48b36a5f123b1c1fb66bab4de0b53d2e67a72da4e06fc740a204f4bb4df770bb","formula_version":"titan-u-contract-v1","latency_ms":24.582041000002164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409579483088942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_645","prompt_sha256":"1083c4bd8757be39d554b3d53f97a547487a33e0bab1834c5a30879b985d0d27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767045933077466},"components":{"alpha":1.0,"bonus":1.0767045933077466,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767045933077466,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6146,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bbf2000acbdbff7088b2091d9d0617e301bf9e2c91c5ba5054da001836d9836","formula_version":"titan-u-contract-v1","latency_ms":31.495957999993607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433712599744132,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_149","prompt_sha256":"189907fd4f7ad4fb291f61f33b8cf44c79adc78c98f5dec27191a208057d44ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0742785951511833},"components":{"alpha":1.0,"bonus":1.0742785951511833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0742785951511833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5968,"eligible_count":122,"excluded_count":18,"feature_sha256":"6752c882659c268a0d0cb4ce307fe18f025a56da3b790b74db31caaf4c1b3650","formula_version":"titan-u-contract-v1","latency_ms":24.303708999980245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409452618178499,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_521","prompt_sha256":"b82247c3a2648b9176184bd1cb39e5dbc16d7f732cba884be75d5b84685c52a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705652858420174},"components":{"alpha":1.0,"bonus":1.0705652858420174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705652858420174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5648,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd3e05ef48bf6d37442d4852384c96892d7857749100ee6daa0c097612cd4c01","formula_version":"titan-u-contract-v1","latency_ms":24.59941600000093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037231952508684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_155","prompt_sha256":"45b8a91201f0711870acaa0ed27610818c44a9c73e862b7b08e033cd6e3b3e52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071683386663244},"components":{"alpha":1.0,"bonus":1.071683386663244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071683386663244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5746,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd574b04035e447d086c95373febc23d978bc63ef3469bfa1884c05cb15c57e8","formula_version":"titan-u-contract-v1","latency_ms":24.88779199998703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383500533299106,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_412","prompt_sha256":"a9c48e2199f06224453fecd05a05081e08255bd08813b4203779b7fd3d0c303b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077903419258888},"components":{"alpha":1.0,"bonus":1.077903419258888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077903419258888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6230,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4b05cb8d257a15e5b95e3eeda3e55efce61662fa4fe0b6dc849cdc303b28421","formula_version":"titan-u-contract-v1","latency_ms":29.248125000009395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445700859255547,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_288","prompt_sha256":"2fdf0ab7c99ee5a4e1b7762d0562f7e4948847c990455fd5e9dfa3a68eb28ce9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666557551525233},"components":{"alpha":1.0,"bonus":1.0666557551525233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666557551525233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5196,"eligible_count":122,"excluded_count":18,"feature_sha256":"213142df020df6fcc6ea6a96c9433a03a7f683dd4c76f3cca73f11bb3e5c0e80","formula_version":"titan-u-contract-v1","latency_ms":26.894709000004013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333224218191899,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_544","prompt_sha256":"c4aaf546124fe95e997a6ca15ac188703516bae1f7e47898f3a813a7603e255c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08142383356966},"components":{"alpha":1.0,"bonus":1.08142383356966,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08142383356966,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6463,"eligible_count":122,"excluded_count":18,"feature_sha256":"2524d094953be9be02fae4bae5b964aabaa15625101d3616b92ebf1c960c4e2a","formula_version":"titan-u-contract-v1","latency_ms":30.71004099999186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0480905002363265,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_454","prompt_sha256":"bab321b3dbae942b965cbb2ada49ae5be3c208792cb966da822d7ca2956b9972","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777870992222909},"components":{"alpha":1.0,"bonus":1.0777870992222909,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777870992222909,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6248,"eligible_count":122,"excluded_count":18,"feature_sha256":"09f9a0f9c33476e640d3293462583a50440fc8837bcac5d2de301ff2a5db96fd","formula_version":"titan-u-contract-v1","latency_ms":25.896458000005396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444537658889574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_175","prompt_sha256":"a8229a86b9fe31f64c2994cd589f39becdef6880380eabc7e4a31a0a581bf2b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0768446963234766},"components":{"alpha":1.0,"bonus":1.0768446963234766,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0768446963234766,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6189,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f9fc27f0c9611eeb2f2ca393fe503be833cfc750353b14c341b5f6d06479f98","formula_version":"titan-u-contract-v1","latency_ms":26.205540999995947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0435113629901431,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_667","prompt_sha256":"f0a15d08f58695af42f131b5e486402e1cc2349c8d5942b803c06421372a6a92","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777580897399937},"components":{"alpha":1.0,"bonus":1.0777580897399937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777580897399937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6220,"eligible_count":122,"excluded_count":18,"feature_sha256":"90b234182bf4aa9955af324e3b90c27b3d9e624e472f065904dcf2d6915c44ad","formula_version":"titan-u-contract-v1","latency_ms":27.741208999998435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444247564066602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_55","prompt_sha256":"18dc25d99c55b3a8919ea6edbebd754b9715f25c7cf0128dd53ffbb394807dfc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699556211591206},"components":{"alpha":1.0,"bonus":1.0699556211591206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699556211591206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5582,"eligible_count":122,"excluded_count":18,"feature_sha256":"62f54f44ffb8223bd3a4e4d4d79756b33e8877b095bf54425b1ae414d211b23d","formula_version":"titan-u-contract-v1","latency_ms":24.097124999997277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366222878257871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_989","prompt_sha256":"353925240e1279a14faf82c92cff12c6f89189a56950dd09ce71193ee88163b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274386},"components":{"alpha":1.0,"bonus":1.0700254122274386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5593,"eligible_count":122,"excluded_count":18,"feature_sha256":"78f29db42cfa022c8e9643a5f44f3d153642191d0fb898e18635119e88ac984a","formula_version":"titan-u-contract-v1","latency_ms":28.73116600000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366920788941052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_696","prompt_sha256":"97e3b3d3e9a9fb66d23daa4af885ab05ebbadb3993afbd332a8c9c7f52fb9ec3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721341013371417},"components":{"alpha":1.0,"bonus":1.0721341013371417,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721341013371417,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5790,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6d20d6c970ef717c9f94c3ddf033107fc7366488acccb5c80a4313c1ed89656","formula_version":"titan-u-contract-v1","latency_ms":26.391915999994353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388007680038083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_500","prompt_sha256":"8721e036c0b3a2323688a37d23541c6781fd1250b1010c0678792ea3f5317638","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709754643839886},"components":{"alpha":1.0,"bonus":1.0709754643839886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709754643839886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5686,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ca31b3995cd7f291092e260eee92e348b983eba5d0569f08c067f8ffd8d2114","formula_version":"titan-u-contract-v1","latency_ms":23.954333000006045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376421310506552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_940","prompt_sha256":"9268bce980d9dabb906cd5e5d8ef8b58ca6d4799b62cc089e335a73a61d5ddae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690526764383501},"components":{"alpha":1.0,"bonus":1.0690526764383501,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690526764383501,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5488,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e61e5e25f74b4ef8a2a4013929c024e092300262988d1319f142c8d7599e85c","formula_version":"titan-u-contract-v1","latency_ms":27.130416999995077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357193431050167,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_112","prompt_sha256":"2b1e3b45fe86ea32344d7db59484302e8d282a3d6ab386a3973d81f2d4705bcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699755254210257},"components":{"alpha":1.0,"bonus":1.0699755254210257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699755254210257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5584,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ca4ef53418d548cc0c049b8cbe43c708e29ba8b08927ba75d444b7ae512177f","formula_version":"titan-u-contract-v1","latency_ms":26.355209000001878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366421920876923,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_931","prompt_sha256":"7fbb1c3d1f4c309b1d52fb53ff0a4d6771b859762a921a9326a533f4f9146c4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1357652844007868},"components":{"alpha":1.0,"bonus":1.1357652844007868,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1357652844007868,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6327,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9eace819d60677d67832ac51bd029afd4cf18941c75d139d69957180ab84f19","formula_version":"titan-u-contract-v1","latency_ms":29.78879200000506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1024319510674534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_405","prompt_sha256":"d8fed16926a93effa3170e1b71213173e4cb5d26556031240fb8e320565a3bc7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737521973202195},"components":{"alpha":1.0,"bonus":1.0737521973202195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737521973202195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5922,"eligible_count":122,"excluded_count":18,"feature_sha256":"68533abfd52f2117cb11bb962da055baf94a95711f9db95572269e4adbd30916","formula_version":"titan-u-contract-v1","latency_ms":24.989625000017668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040418863986886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_634","prompt_sha256":"b7ba6a8d156b848686458e74d9640b06a48d7ee6a5c611d8fe2e42b7cc211d5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0680264509833073},"components":{"alpha":1.0,"bonus":1.0680264509833073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0680264509833073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5372,"eligible_count":122,"excluded_count":18,"feature_sha256":"8810db2f079c0a5f938edbdb549b097544ff74609cf6f9b18a3d86c8ba2c9d40","formula_version":"titan-u-contract-v1","latency_ms":26.42812499999536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346931176499738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_141","prompt_sha256":"62d70071cf04e3ee0a51899305b9feb17501222b24c5668c10bef4e08dd823f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074064014764716},"components":{"alpha":1.0,"bonus":1.074064014764716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074064014764716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5947,"eligible_count":122,"excluded_count":18,"feature_sha256":"5af1e55e66763848f61552ae8474da7eea79d3f42a940fe5e6ea22bf9c1865df","formula_version":"titan-u-contract-v1","latency_ms":25.993457999987868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0407306814313826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_293","prompt_sha256":"f7e692ea828dfcc77494ca12ec1f3973915730f98c08af6fb00bca4f988e907f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771270236142068},"components":{"alpha":1.0,"bonus":1.0771270236142068,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771270236142068,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6176,"eligible_count":122,"excluded_count":18,"feature_sha256":"8417686609d8d780b18ab2ee48b91c60b5f85530b42c3b1a092ae232877134e3","formula_version":"titan-u-contract-v1","latency_ms":27.82374999998183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437936902808733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_465","prompt_sha256":"90f977458e3882b5eee40f39f5e164bac434a2e3d8381e35fe9286850602c4d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724448157422837},"components":{"alpha":1.0,"bonus":1.0724448157422837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724448157422837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5815,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d4cc7d8384d64d48e4ab1ecb47a304a34b07af7da8bc7521155e218e0c2b845","formula_version":"titan-u-contract-v1","latency_ms":24.635499999988042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391114824089502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_850","prompt_sha256":"4aca12fa3b8993ca8322ea72ed824eb59db256bd977ed7c3243f38ea30d32d81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0671739695335527},"components":{"alpha":1.0,"bonus":1.0671739695335527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0671739695335527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5266,"eligible_count":122,"excluded_count":18,"feature_sha256":"24dca217afeb2cbbdf131d3452bbc66b0fe9c6a81d175450c02a9c25d22f63f1","formula_version":"titan-u-contract-v1","latency_ms":25.802625000011403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0338406362002193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_86","prompt_sha256":"4c808ffd3f37250c7ac3e0f93a68834854545059abe67284f2dc6deb6e085ba8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.082639890643468},"components":{"alpha":1.0,"bonus":1.082639890643468,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.082639890643468,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6541,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e2b4cebee8bb34362e753ade36a83bc657c1f4488ab5a36c55426cb210296eb","formula_version":"titan-u-contract-v1","latency_ms":23.43904100001737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0493065573101346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_914","prompt_sha256":"8135e7829d7de3ec7c5c030c584400277dd7ac035bf1d640e461ba7965597f55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686878052078632},"components":{"alpha":1.0,"bonus":1.0686878052078632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686878052078632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5448,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7af364d6d12241bcff7297ecd184f92e2785a1981d4d22ef676b46b60a21ea8","formula_version":"titan-u-contract-v1","latency_ms":26.05625000001055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353544718745298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_598","prompt_sha256":"ad6e373ab9dcd133672a0a6f5b4ebcb3779b2c6b9da86ddd8a1109e072fd38db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072831664917661},"components":{"alpha":1.0,"bonus":1.072831664917661,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072831664917661,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5846,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdffddb5b616ce2489a9c96524c0440a951e9cfc4d7d61a29a4edfeceff5d306","formula_version":"titan-u-contract-v1","latency_ms":23.971333000019968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394983315843276,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_392","prompt_sha256":"6129d21937ce94a9a48daaeef2ba09c1a06cf98e51d8f226de74428c5c8d77fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0772977768472372},"components":{"alpha":1.0,"bonus":1.0772977768472372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0772977768472372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6190,"eligible_count":122,"excluded_count":18,"feature_sha256":"4cc54da228ec38cd6855886f22b74450286e61277a2adb3366f204fc128d35bf","formula_version":"titan-u-contract-v1","latency_ms":24.049208999997518,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0439644435139037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_870","prompt_sha256":"5ada4864c5210bcbc7ef5bee20eba9d5ada18121f1cc3f6619d14ac6a69d0e64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698466632244548},"components":{"alpha":1.0,"bonus":1.0698466632244548,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698466632244548,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5573,"eligible_count":122,"excluded_count":18,"feature_sha256":"1207fc2f868812aea6d4d449beaa84df4dddd732c2f1c170276cd90fad440284","formula_version":"titan-u-contract-v1","latency_ms":23.523041999993666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365133298911213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_451","prompt_sha256":"ac256c8152a3fb8058cdcdd299b2ab1d850bad704b6a8730e2bc3ec3b34a87ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807188905133935},"components":{"alpha":1.0,"bonus":1.0807188905133935,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807188905133935,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6421,"eligible_count":122,"excluded_count":18,"feature_sha256":"79c4fba67adaae47509541e0854c920f038ad8953714c986901fcdb058b7bc77","formula_version":"titan-u-contract-v1","latency_ms":24.386082999996006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04738555718006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_336","prompt_sha256":"96f679b54df6f932d7b09d7528bc616a99548e57e16697638951fe322aaf0f53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0797639933105745},"components":{"alpha":1.0,"bonus":1.0797639933105745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0797639933105745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6354,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6fc966b747d1f8aea8ca4b094e9455a630891f000b0d4ef3a7ad8292d0f0272","formula_version":"titan-u-contract-v1","latency_ms":24.08925000000295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046430659977241,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_537","prompt_sha256":"ff8bf6bce7ae57b55299d0ee2252839e80ce69e4278b21ac8309f4f97a66dbf4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732625639842284},"components":{"alpha":1.0,"bonus":1.0732625639842284,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732625639842284,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5884,"eligible_count":122,"excluded_count":18,"feature_sha256":"01cbe418f8f8e743175c83c34e6a7398aefddde6282beeeba4718602f8ae5cfa","formula_version":"titan-u-contract-v1","latency_ms":23.725750000011203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039929230650895,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_384","prompt_sha256":"1b716d65eb4e2525e0217adb5167bf5277cb29a150c467221a5c7f6afa9d6a74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731901043151675},"components":{"alpha":1.0,"bonus":1.0731901043151675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731901043151675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5876,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fff98eeb664c0d0a511555b9f15026f02f12982261c7d76295b1776768ff326","formula_version":"titan-u-contract-v1","latency_ms":23.722792000000936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039856770981834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_429","prompt_sha256":"81a0b72712fc051ef02931cb76feb5adca878df67bdcb653cd3546858914dae1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701963750873014},"components":{"alpha":1.0,"bonus":1.0701963750873014,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701963750873014,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5606,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a4809fd926dcacdedf15b0e26004ac074cf342646b6e7dae119597ab958a9e4","formula_version":"titan-u-contract-v1","latency_ms":24.011749999999665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036863041753968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_497","prompt_sha256":"836f0e9ca4062170e8f34eb99633b160e2e104c2e547cf9efe4f83f0152d155d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0791671593467342},"components":{"alpha":1.0,"bonus":1.0791671593467342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0791671593467342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6340,"eligible_count":122,"excluded_count":18,"feature_sha256":"7bea266285a7773c2d8518b1f500f54c8d6ff04fcd68b3cf71ad2055082f1d00","formula_version":"titan-u-contract-v1","latency_ms":23.671833000008746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0458338260134008,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_237","prompt_sha256":"90d9c76f4b8088d7363ff16aec4c15165c5c2eb46dccc09da5947eba9eb2d24e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0796714778116534},"components":{"alpha":1.0,"bonus":1.0796714778116534,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0796714778116534,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6350,"eligible_count":122,"excluded_count":18,"feature_sha256":"bed6f6f9b6e59d119fae320bca80012953afe59e1a2d4c1e9331dedcc0f851d5","formula_version":"titan-u-contract-v1","latency_ms":24.764625000017304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04633814447832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_893","prompt_sha256":"7d0e7357764c0d374083962a4925d339dc1da2b5e6bbe81e75d345513165899b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689420002974905},"components":{"alpha":1.0,"bonus":1.0689420002974905,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689420002974905,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5476,"eligible_count":122,"excluded_count":18,"feature_sha256":"a187b576940f4f33a517da6102b3e5f13f43581ecd1a96152c8a80eb9eb817aa","formula_version":"titan-u-contract-v1","latency_ms":24.672207999998363,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035608666964157,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_241","prompt_sha256":"db85a924f868a8e7e4cd302d3a38af2be62fc6b5bf1c13208e686c63dd36b1a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728198277495153},"components":{"alpha":1.0,"bonus":1.0728198277495153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728198277495153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5845,"eligible_count":122,"excluded_count":18,"feature_sha256":"2657e1274973aa9018f463a6fca0565c74fcf93afb8d6f23f7a9f2de83b43f3d","formula_version":"titan-u-contract-v1","latency_ms":25.372541000024285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039486494416182,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_514","prompt_sha256":"32f3222070a2a9f81741a351241dab7dc9c107b840abdcf736db5d8ba58204eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0802616725821572},"components":{"alpha":1.0,"bonus":1.0802616725821572,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0802616725821572,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6429,"eligible_count":122,"excluded_count":18,"feature_sha256":"6104fc72fb864537d54a485af7b5ea8fcc17625d66f7c4de1e67d828d4532af1","formula_version":"titan-u-contract-v1","latency_ms":26.16816700000868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0469283392488238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_732","prompt_sha256":"4c0800358aed69460bed4ad210c9a8b3a0457225a1c7732718c3099ec135cb1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795945745104965},"components":{"alpha":1.0,"bonus":1.0795945745104965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795945745104965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6343,"eligible_count":122,"excluded_count":18,"feature_sha256":"aeb5161b7c0f263e858d4b44d8f81f1eabcfdea217b489466f98c40690bf4104","formula_version":"titan-u-contract-v1","latency_ms":25.91158300000984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046261241177163,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_214","prompt_sha256":"87b97454ef399e8e221518614d0338ac3c56178a1316039ed1e2b337410a4519","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704207116830278},"components":{"alpha":1.0,"bonus":1.0704207116830278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704207116830278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5634,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0bc63abe93825d0c3f11d65055cc37b24033012c4da9cb31e5c1b7905e063df","formula_version":"titan-u-contract-v1","latency_ms":23.64554199999702,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370873783496943,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_58","prompt_sha256":"6fe4bd20e9eeff64b465a250318f7f4a064d327972b5a0190f1fc9b7f4051c65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713965769032492},"components":{"alpha":1.0,"bonus":1.0713965769032492,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713965769032492,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5720,"eligible_count":122,"excluded_count":18,"feature_sha256":"29609dad3be4e6aa541c1fddb90cdae99acc0cfec6d924ea6e428d60614f2f1e","formula_version":"titan-u-contract-v1","latency_ms":23.643667000015967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380632435699158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_350","prompt_sha256":"cfa06f5e7d88f4735fab3aa871e0bd75274a4b7b51aa02520ce6bdc58a3d9f57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690897997829742},"components":{"alpha":1.0,"bonus":1.0690897997829742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690897997829742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5492,"eligible_count":122,"excluded_count":18,"feature_sha256":"11ad524d234db58d08595d82fb59e84b65dedc3f041d2dda37c64a2fee2b6360","formula_version":"titan-u-contract-v1","latency_ms":23.513083000011648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357564664496408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_886","prompt_sha256":"9e851c58c3d852c6a55d81ec5c6050993bdaaa006c784f6299186d59960b89a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749477312874334},"components":{"alpha":1.0,"bonus":1.0749477312874334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749477312874334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6020,"eligible_count":122,"excluded_count":18,"feature_sha256":"9769c4cf3ca95a299860b4b82d9d4ed3529fff91d7024a3492ac06bbd2f7b7b2","formula_version":"titan-u-contract-v1","latency_ms":24.266166000018075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416143979541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_750","prompt_sha256":"38cacb18ed6b70f561a11246914235c66516675d7b452c6120bcaafe46ac2401","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0762198057611188},"components":{"alpha":1.0,"bonus":1.0762198057611188,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0762198057611188,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6113,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9cd69c53704bb0c194f559620a0f4087ea83f65b43d78924a82036730e2c255","formula_version":"titan-u-contract-v1","latency_ms":29.902958000008084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428864724277853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_587","prompt_sha256":"70cb21fc2b7fa54dec1c5a3f91a47070f2cbc6b5063eb205c6a6ca65748985a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713637957353703},"components":{"alpha":1.0,"bonus":1.0713637957353703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713637957353703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5718,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ed6f4ba873b2ef767f77a8c8fa2742c4830c0f394d23bd0a261b70e5429e14c","formula_version":"titan-u-contract-v1","latency_ms":32.224292000023524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038030462402037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_255","prompt_sha256":"18acd5274300332f950a49550b53f7a412a91ed7aa6821d276df2f52c8afc8a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0805289828655684},"components":{"alpha":1.0,"bonus":1.0805289828655684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0805289828655684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6405,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a5ff484e981f8439984eb83f477b8d030a3ae7819a62b330bfe2a5865239d1b","formula_version":"titan-u-contract-v1","latency_ms":27.779292000019495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047195649532235,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_80","prompt_sha256":"6172fb1b1acd62d908e2a2f17a4dddc447fbb72f59abe3c24ee35ec3dc40db96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694673908072185},"components":{"alpha":1.0,"bonus":1.0694673908072185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694673908072185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5532,"eligible_count":122,"excluded_count":18,"feature_sha256":"952ab77c00c8276609a7c0e51cedd6c4806232af2c03d2416ffa5d9cc4b63a8f","formula_version":"titan-u-contract-v1","latency_ms":28.07883299999503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036134057473885,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_139","prompt_sha256":"0116e77f8284de5077ee0bfd277f3862454d3a0b7a2e3c8860729cf481c4ee1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776712305940064},"components":{"alpha":1.0,"bonus":1.0776712305940064,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776712305940064,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6216,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ee569e18f54341c87d1e83f61f2f3f35d238c3d4eb601e33773f7b6bdd13486","formula_version":"titan-u-contract-v1","latency_ms":24.331916999983605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044337897260673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_403","prompt_sha256":"9a2340216f3089fd5397041f1f925b9119d6c28eedae265f99cb77cb6095a0a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0788802644408693},"components":{"alpha":1.0,"bonus":1.0788802644408693,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0788802644408693,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6296,"eligible_count":122,"excluded_count":18,"feature_sha256":"6191f3cbb385afefb9b14dcdc52aefef881f6d496e66ad60626e11bd57987dc5","formula_version":"titan-u-contract-v1","latency_ms":27.04370900002573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0455469311075358,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_179","prompt_sha256":"468129b8a72390dc9567995af7188ea35178fbf7bd7648d14585ff314fcc954e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744440750046043},"components":{"alpha":1.0,"bonus":1.0744440750046043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744440750046043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5977,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c24268a2498895d3659ce9efff62d35967caf69eb9cca22d6a643e58d2e4d35","formula_version":"titan-u-contract-v1","latency_ms":26.12437499999487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0411107416712708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_322","prompt_sha256":"3c443c7a890492191f2d2f547ebbd7edb8f8bd1bfad25a30be2d04310a888e01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753160000669568},"components":{"alpha":1.0,"bonus":1.0753160000669568,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753160000669568,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6044,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d3399d443daf5716a6b0d865b83a2fbcd026629fa9cf8c9f7f95c9178876082","formula_version":"titan-u-contract-v1","latency_ms":28.927790999972558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419826667336234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_858","prompt_sha256":"9ada36850e7a31cb12585ce5abb2fb94502b141ff7f5c3e0c7769053721ddcc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0819286165223656},"components":{"alpha":1.0,"bonus":1.0819286165223656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0819286165223656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6492,"eligible_count":122,"excluded_count":18,"feature_sha256":"605c4cc366ad4c5fd64b476306a33626465cc33fd27ff28c5735bd2bc09cd55e","formula_version":"titan-u-contract-v1","latency_ms":28.374790999976085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0485952831890322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_673","prompt_sha256":"9bacd0bd7025caa4a3c17b1cd54eb49aa3e5e4eae71d07d8a1e4053cd724af65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075851755587172},"components":{"alpha":1.0,"bonus":1.075851755587172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075851755587172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6084,"eligible_count":122,"excluded_count":18,"feature_sha256":"401acf9f0fabef13a5bc838f7fd391d8c4508bfbe4e071095670e56a963b2067","formula_version":"titan-u-contract-v1","latency_ms":30.320916999983183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425184222538386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_433","prompt_sha256":"2db2c29a5bd75a1e591ce49d15c1ffe41aac96ad1cd03daced45083a60f0ee21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0818467464537203},"components":{"alpha":1.0,"bonus":1.0818467464537203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0818467464537203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6485,"eligible_count":122,"excluded_count":18,"feature_sha256":"501370fbd944ae19045502a7d45c9edd73c25c060a6289bc2715c6bbf12b2c68","formula_version":"titan-u-contract-v1","latency_ms":27.718292000002975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0485134131203868,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_233","prompt_sha256":"67877db78218ea0e3f924e3f59898cef03e1f7d96f7629b2005ced3da874d31d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0789555170684748},"components":{"alpha":1.0,"bonus":1.0789555170684748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0789555170684748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6303,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a0d3884bc773706d72682426a04711a0e8dc5f9108f6df1716e9ce267671e23","formula_version":"titan-u-contract-v1","latency_ms":26.794999999992797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0456221837351414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_814","prompt_sha256":"fc373179e5ba5a27595e6c8f97bd7c5d3abebab988bc3e06fc419a819e22a679","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07736922422747},"components":{"alpha":1.0,"bonus":1.07736922422747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07736922422747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6195,"eligible_count":122,"excluded_count":18,"feature_sha256":"f394510275819fb0cb166b7dc8d2ca2143e4661f351a87d1046c811cdbeea682","formula_version":"titan-u-contract-v1","latency_ms":25.20075000001043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0440358908941365,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_547","prompt_sha256":"87d927aa9abe70631db584700701a8733998bbe344a660a7efea00e695a94a0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705964495609444},"components":{"alpha":1.0,"bonus":1.0705964495609444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705964495609444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5645,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3c41a30169ea7868585eb756b07a90aee94dbc7de0b7f6c63471fbcaf441293","formula_version":"titan-u-contract-v1","latency_ms":25.16175000002363,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037263116227611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_169","prompt_sha256":"ba7136935f0cd24911eb66a7753c1955cd6de1e704ce1e94bf85e432e4f1649e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703183083784003},"components":{"alpha":1.0,"bonus":1.0703183083784003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703183083784003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5618,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ced27cc86cfbe7085f6721922501944987f57c97bc23ee3a60b2110ae38dcbf","formula_version":"titan-u-contract-v1","latency_ms":24.97991699999602,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369849750450668,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_262","prompt_sha256":"225ea72aa73cadb69909846410795ffa47803b3394fcb7af52bb8e445543fb75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073045956611365},"components":{"alpha":1.0,"bonus":1.073045956611365,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073045956611365,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5864,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cfe9270dc9985589122566b284d58343850ce300d47ba07dde79608fd1cb494","formula_version":"titan-u-contract-v1","latency_ms":25.98929200001976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397126232780316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_815","prompt_sha256":"7771514c7606e85f2c2fdb8f61c6e130b8d0cceb7a87230ef75969602b5ff719","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700054358798836},"components":{"alpha":1.0,"bonus":1.0700054358798836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700054358798836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5587,"eligible_count":122,"excluded_count":18,"feature_sha256":"e684b1522c8ff66cf92d7404ca778c1a753de73ae59e74211c0d846de94fde55","formula_version":"titan-u-contract-v1","latency_ms":24.85008299998981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366721025465502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_324","prompt_sha256":"f7b137ad6f31fe4e226cb1bbc957ccfb71c4f4af37db1d0491a90d0261553b93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07219124707885},"components":{"alpha":1.0,"bonus":1.07219124707885,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07219124707885,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5793,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c7066bf90658d0ca07eacc776c37215ab687b21c4d9b7964841194c3b8dd6dc","formula_version":"titan-u-contract-v1","latency_ms":25.56920799997897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388579137455165,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_96","prompt_sha256":"5e9ab4f0cc1ab619f50e08a4a56d953cd987f23732aea93cfe73063bf2e756cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771980471633338},"components":{"alpha":1.0,"bonus":1.0771980471633338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771980471633338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6181,"eligible_count":122,"excluded_count":18,"feature_sha256":"37abc7b67f263850abfd40b6014564cc0364099ee5df50993122460c26f5ca5d","formula_version":"titan-u-contract-v1","latency_ms":24.597291000020505,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438647138300003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_199","prompt_sha256":"4e8020e588df673ae1262fe4b0ded815ba6df47b2464894c0919f941f78ecc25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078610810834937},"components":{"alpha":1.0,"bonus":1.078610810834937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078610810834937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6278,"eligible_count":122,"excluded_count":18,"feature_sha256":"492fa8c12d6264e686c21bf4444821587430aa5deaa9832c176fffb0f8ff551c","formula_version":"titan-u-contract-v1","latency_ms":24.96391599999015,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0452774775016036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_872","prompt_sha256":"a1f54ab06f42e87ad48d4871dcc38bc944ac3ed6b11f0c6fd5d52dc47b8b6c8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733717356128305},"components":{"alpha":1.0,"bonus":1.0733717356128305,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733717356128305,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5891,"eligible_count":122,"excluded_count":18,"feature_sha256":"977a607a69a5816f14fa03c4a753cdae739403657f4eb8a6f7a1e84a940741c3","formula_version":"titan-u-contract-v1","latency_ms":25.441084000021874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040038402279497,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_375","prompt_sha256":"62040699cfc4678e6b6b76e9daca086ca6e75c5cc6195e4f31370a0b533a510f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708904333835934},"components":{"alpha":1.0,"bonus":1.0708904333835934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708904333835934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5673,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb798291529ec7f7a9331076cf161e13041a76416fdf32489a32a4d1e89937b6","formula_version":"titan-u-contract-v1","latency_ms":25.71745800000258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03755710005026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_608","prompt_sha256":"80c3d5e8510dda974fae072a417ad6cea647a67a39506c025061b1cf6f1c4529","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705031527277253},"components":{"alpha":1.0,"bonus":1.0705031527277253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705031527277253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5640,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2b0ec3bbbfb05cc6c61ce7993628e3e19e492ab3c3683a6eb488bbf4051c0c4","formula_version":"titan-u-contract-v1","latency_ms":26.43745899999317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037169819394392,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_181","prompt_sha256":"b026374346307879b9469ac8ebb73dafc3b96d4bb46b537c35c2693c9fe3d2d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731058931030526},"components":{"alpha":1.0,"bonus":1.0731058931030526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731058931030526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5869,"eligible_count":122,"excluded_count":18,"feature_sha256":"d205cb7e00f12dd5e332f6490add43343cc463c1b1bcb2641aeed12ed9a0181e","formula_version":"titan-u-contract-v1","latency_ms":26.18512500001202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397725597697192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_61","prompt_sha256":"b21f0230ee289b5b59d9306e89fb25cedc57d697c287a78fa92f69aa2038387d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0799342608754015},"components":{"alpha":1.0,"bonus":1.0799342608754015,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0799342608754015,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6365,"eligible_count":122,"excluded_count":18,"feature_sha256":"33bffa03f8307dfbda66f7c469a136721d592c0eb645fff2895fe679a31892c0","formula_version":"titan-u-contract-v1","latency_ms":31.123958999984325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046600927542068,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_410","prompt_sha256":"b71433cb1c8adf78f5d48c936cc753ae053e121c6d7ca91e735ac0ff9f6077e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0833130931602826},"components":{"alpha":1.0,"bonus":1.0833130931602826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0833130931602826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6573,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd85a341e4a57316f1c89d69fac22a2932644f488004892d9782a6241165e40b","formula_version":"titan-u-contract-v1","latency_ms":28.76491699998951,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0499797598269491,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_338","prompt_sha256":"52fc9712780472a47c05b1ca40908cb3cda6574f53a20f047abebd060e2a7c1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0797794371132003},"components":{"alpha":1.0,"bonus":1.0797794371132003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0797794371132003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6359,"eligible_count":122,"excluded_count":18,"feature_sha256":"3464634a91fd072aa128492fcc18bb3e093cec9250b21232319a70c40dc497cc","formula_version":"titan-u-contract-v1","latency_ms":29.690416000022424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046446103779867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_87","prompt_sha256":"4a36e1198bb16a05547c08bd082a535746a4294cc753ea5dc17bc2aaa52e1db6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774121773954477},"components":{"alpha":1.0,"bonus":1.0774121773954477,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774121773954477,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6198,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d8783002763696f2c1d172f629610e6603ecd9f47421927e62e38490a2cedfd","formula_version":"titan-u-contract-v1","latency_ms":27.43516600000362,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0440788440621143,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_382","prompt_sha256":"63c3e5c5955cd3b59504619f737e57f21110905bd42a97042a99e8bfa4b13638","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0697385778777915},"components":{"alpha":1.0,"bonus":1.0697385778777915,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0697385778777915,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5560,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c49a829bb3c6aedf53e06f739c36de1ee42b979129552346ba68ca97df66690","formula_version":"titan-u-contract-v1","latency_ms":28.345125000015514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036405244544458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_435","prompt_sha256":"cd0370d75ff6f3172411496421e87267614ecd943a2637cc678f2710a40ce67c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709222660865727},"components":{"alpha":1.0,"bonus":1.0709222660865727,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709222660865727,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5676,"eligible_count":122,"excluded_count":18,"feature_sha256":"86064e4025935a7c067aa09b044a454f3013713298858be1cc50a73077b80199","formula_version":"titan-u-contract-v1","latency_ms":28.1006669999897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375889327532393,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_943","prompt_sha256":"565b9cbccf1532774c1854391a55f5915a9d6f8d258ff67f0fc9bb62ac410c80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707112706047321},"components":{"alpha":1.0,"bonus":1.0707112706047321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707112706047321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5658,"eligible_count":122,"excluded_count":18,"feature_sha256":"77d25224157547d384efa2fc3479f57ddaff1e1918cbf27d2b3fe97d66c6ddcf","formula_version":"titan-u-contract-v1","latency_ms":32.04533400000287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0373779372713987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_445","prompt_sha256":"fdc9d8cccfe5aa4e63bf2d41eb06cad427145048e1a0a0d38e2698599e8fd3dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0895398111129297},"components":{"alpha":1.0,"bonus":1.0895398111129297,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0895398111129297,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6916,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb999e0777e470dfc45330861c461a9ed82a70f5d5bab5f901f480012e459a7b","formula_version":"titan-u-contract-v1","latency_ms":27.968874999999116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0562064777795963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_901","prompt_sha256":"bea7c8b7ed77858dd83e295bbf48b42c46cc67db1ea0c822f1cb3c02b9627433","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740263614083223},"components":{"alpha":1.0,"bonus":1.0740263614083223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740263614083223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5944,"eligible_count":122,"excluded_count":18,"feature_sha256":"705dd412f9abd8f816f274f25c5da078cdde411156b2596c0ee6f72d01a2efdf","formula_version":"titan-u-contract-v1","latency_ms":33.53733300002659,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406930280749889,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_489","prompt_sha256":"f72ad82256a11816ad62422ffac6698186c606d000e525cca3415d9dc4c507fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676222449033648},"components":{"alpha":1.0,"bonus":1.0676222449033648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676222449033648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5323,"eligible_count":122,"excluded_count":18,"feature_sha256":"92cd5446f43f73bce66c625cb50a0d5fd1b8dda9c4cc5940d42d8cac6cbc0fa8","formula_version":"titan-u-contract-v1","latency_ms":28.0969579999919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342889115700313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_70","prompt_sha256":"3075467cde1319b3eb4aed86f26a7237ad24fe2237b53682f3f913835c6bb63d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076357431484774},"components":{"alpha":1.0,"bonus":1.076357431484774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076357431484774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6121,"eligible_count":122,"excluded_count":18,"feature_sha256":"6950e6e81acab7b4d7f04893fd6d8e450cefcd19be9f60738106a49733bcf2e7","formula_version":"titan-u-contract-v1","latency_ms":29.547875000019985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0430240981514405,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_690","prompt_sha256":"e9a684e5e81c0c0251d6a346a06dc721b6f78536c9e03c10d9e49b871cb380a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0890969919215183},"components":{"alpha":1.0,"bonus":1.0890969919215183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0890969919215183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6893,"eligible_count":122,"excluded_count":18,"feature_sha256":"e86be2fea7b6d94c09e3d810cd3d0958cc7c992a02593de8b357b2961edc45e7","formula_version":"titan-u-contract-v1","latency_ms":26.07483299999558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0557636585881849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_554","prompt_sha256":"263e7f49a858f868e4750b617d987dff9a72f0b3c9d250adae9c4681c7e50649","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755022228010502},"components":{"alpha":1.0,"bonus":1.0755022228010502,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755022228010502,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6058,"eligible_count":122,"excluded_count":18,"feature_sha256":"a2a7cea89fc790d77e41e76d4aa5b2d4e267ed0f1a62a4ba9759aa20856ba754","formula_version":"titan-u-contract-v1","latency_ms":91.13520900001504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421688894677168,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_683","prompt_sha256":"67e3347b711c0a3c7c11715a320a96dcaf3a5e4cf85dada46dc0cfe85d80cfcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0747527368248475},"components":{"alpha":1.0,"bonus":1.0747527368248475,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0747527368248475,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6001,"eligible_count":122,"excluded_count":18,"feature_sha256":"8983df52ade26e72d1a6126bfeaee597d462b2b668f8b87de9a50878dac64f3a","formula_version":"titan-u-contract-v1","latency_ms":25.062500000018417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041419403491514,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_204","prompt_sha256":"cf35a2ce1421147281b6f1a2d2a0c65c77ef9d707277a1758169a688d55d98b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0735795266304216},"components":{"alpha":1.0,"bonus":1.0735795266304216,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0735795266304216,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5914,"eligible_count":122,"excluded_count":18,"feature_sha256":"a41129e199a0ef92da420eddb8d781b99cf1f2089b5d3162509fa6a1309f4f7e","formula_version":"titan-u-contract-v1","latency_ms":26.94066699999098,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0402461932970881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_844","prompt_sha256":"ab7eb2c77093d3104caad773f13c9cc34ce6fa24fb27edcaf65307e1d572b582","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727371678328288},"components":{"alpha":1.0,"bonus":1.0727371678328288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727371678328288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5840,"eligible_count":122,"excluded_count":18,"feature_sha256":"302edc432b084c6788247889c989b7c557baeb896dd24df7fa7895ee2dedfc6f","formula_version":"titan-u-contract-v1","latency_ms":26.223082999990766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394038344994954,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_349","prompt_sha256":"9b8ec16ed21cad58d9ffcdf91bd44de88abafbc64335741ed8d1b8d7f8abe5f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740514565187274},"components":{"alpha":1.0,"bonus":1.0740514565187274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740514565187274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5946,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e86adb8290aa97402dfe8928a9b288e38cb00094f48743958d00163a453d46f","formula_version":"titan-u-contract-v1","latency_ms":24.35374999998885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040718123185394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_825","prompt_sha256":"88f13dddc9b7e1d65df77fde6aa1cb5b0722e14f182cbfe99aa631109974201a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0723060758535772},"components":{"alpha":1.0,"bonus":1.0723060758535772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0723060758535772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5807,"eligible_count":122,"excluded_count":18,"feature_sha256":"c013ef8903487e2ecebe1bff75936dab0ac9bb8e786ee9ce39bc61dcec8fa4d8","formula_version":"titan-u-contract-v1","latency_ms":23.47233399999027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389727425202437,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_913","prompt_sha256":"50d309e26c623f3ca4959e9e87ab08f1c7decc8bffa0a86521ff6e30c654167c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0868820981654357},"components":{"alpha":1.0,"bonus":1.0868820981654357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0868820981654357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6775,"eligible_count":122,"excluded_count":18,"feature_sha256":"ddbfa259ac3eaa9a8dc4436ea1359231f02cdaf7cae836da33244b7b222f19a6","formula_version":"titan-u-contract-v1","latency_ms":24.51762499998722,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0535487648321022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_473","prompt_sha256":"3e1ba4acac0ba93be7a69785f3682c00c3eab7ad5ffbfc5c6264c19172a4a600","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702572120756766},"components":{"alpha":1.0,"bonus":1.0702572120756766,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702572120756766,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5615,"eligible_count":122,"excluded_count":18,"feature_sha256":"20971a7ba541d31a18af29352fc260582188ab19f954c56695cb3f7780f8c799","formula_version":"titan-u-contract-v1","latency_ms":24.354499999986956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369238787423432,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_796","prompt_sha256":"8c810d26889a1d700d7fff05a6b4e7f45e69d7c1864abb7d3c415a227bc41b9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274386},"components":{"alpha":1.0,"bonus":1.0700254122274386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5589,"eligible_count":122,"excluded_count":18,"feature_sha256":"845965e36d1824bdb7850a1f242434a6db4f198965516eb038f14eea5dca8251","formula_version":"titan-u-contract-v1","latency_ms":23.176208000023735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366920788941052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_838","prompt_sha256":"c26fc3e14aebfbca03f40a800331d3be87a12c6597be98b5f26d31e430592bef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763988573015117},"components":{"alpha":1.0,"bonus":1.0763988573015117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763988573015117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6124,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a0b659c25d5264cba819dd9c2ec691983cf2c3c4d7034113c0f063bbd7f8677","formula_version":"titan-u-contract-v1","latency_ms":23.867999999993117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0430655239681783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_185","prompt_sha256":"8215154269fcb3a3ba52a3d5da57aeda728102d41abf45a0557b8594fb8a085b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080671319134546},"components":{"alpha":1.0,"bonus":1.080671319134546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080671319134546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6412,"eligible_count":122,"excluded_count":18,"feature_sha256":"e46bdae40096a9823424cc74953229b41fd25503c27dd85af133ff1182d3caa7","formula_version":"titan-u-contract-v1","latency_ms":24.115166999990834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0473379858012126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_84","prompt_sha256":"c2828c4c594cdc06b428b01909a881fba0985cd5b5935d73a38fb0800e32d567","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715063141437853},"components":{"alpha":1.0,"bonus":1.0715063141437853,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715063141437853,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5730,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfb9522b3da09b5a552b4d80a630f9151311fe6360e2228c8a6217c75dd7a918","formula_version":"titan-u-contract-v1","latency_ms":23.51795799998513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381729808104518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_247","prompt_sha256":"3bb22245a9779a2eaa229a50f2cf0a33bf368a2f6fc94173585d086285436e45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761102152254203},"components":{"alpha":1.0,"bonus":1.0761102152254203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761102152254203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6122,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c7fa74d47c5575fc95941819fe83d7f5d9676897576e25b5e5aa40429bb5e09","formula_version":"titan-u-contract-v1","latency_ms":34.23283300000435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427768818920868,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_64","prompt_sha256":"90bf02c3b9496a8c1da2eb3533a52d9fc1e682cc808c0534add99de0ff22d67f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715614519534096},"components":{"alpha":1.0,"bonus":1.0715614519534096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715614519534096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5735,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8089a6a9095943a3b09598c5dafe9e2e8f665e8a60a236ef780fb1e51c92808","formula_version":"titan-u-contract-v1","latency_ms":25.999791000003825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382281186200761,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_632","prompt_sha256":"5620bd59c7218e5b6972751f308d78eaea7ee0fdec56736d55549c171f6a762d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729742686802886},"components":{"alpha":1.0,"bonus":1.0729742686802886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729742686802886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5858,"eligible_count":122,"excluded_count":18,"feature_sha256":"843081ef92aca97281e6dcac1d10883ec666471b7fd630619ee1ee938662b745","formula_version":"titan-u-contract-v1","latency_ms":24.56158300000766,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396409353469551,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_259","prompt_sha256":"6bd15abae0c8d46a39aca19d929708419ace6fd101bcb134c8894d89f4f10112","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703899150835174},"components":{"alpha":1.0,"bonus":1.0703899150835174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703899150835174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5625,"eligible_count":122,"excluded_count":18,"feature_sha256":"3abe60bf6f25ec2fc3759677e47e9b035ee4597a8dedef4b15bdf559e744ef4f","formula_version":"titan-u-contract-v1","latency_ms":25.77608400000031,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037056581750184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_314","prompt_sha256":"b1aeb912d04e88c1722c109574e992f4feeba51d0f7779ea428f72112683bc07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0817977080998091},"components":{"alpha":1.0,"bonus":1.0817977080998091,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0817977080998091,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6484,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f9fd455f40d13a6447c8683960efc97bbc48070a5e09eca7a99c3ce3dfbf95e","formula_version":"titan-u-contract-v1","latency_ms":26.363750000001573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0484643747664757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_571","prompt_sha256":"31979bc472436e4e9e93a035947c8daa3a3b7034b84e981511dffbd61d05a1c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076082888448887},"components":{"alpha":1.0,"bonus":1.076082888448887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076082888448887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6104,"eligible_count":122,"excluded_count":18,"feature_sha256":"8657a55694d78b0bb67160600a828e24c600592e46758acf7d957d5f07d04714","formula_version":"titan-u-contract-v1","latency_ms":26.155458999994607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427495551155537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_424","prompt_sha256":"17fc86607ed19d1c3ff223336887a5018d6b235a3df0aaa41b211a010e956dd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745336779273138},"components":{"alpha":1.0,"bonus":1.0745336779273138,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745336779273138,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5984,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2ee85ee44f82e72a1af9ef04d214ce48fb4fd14eaf8999ab18e1acbaa0617ae","formula_version":"titan-u-contract-v1","latency_ms":24.59275000001071,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412003445939804,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_295","prompt_sha256":"d5f7c335bb928c0fe199c4b71292df1cf92e105478571998220fdec9447af7e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696799901138656},"components":{"alpha":1.0,"bonus":1.0696799901138656,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696799901138656,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5556,"eligible_count":122,"excluded_count":18,"feature_sha256":"a47c9268d0080c2c5c2133e5568b69af95a4943b44e3e93b951cb6eece8167e5","formula_version":"titan-u-contract-v1","latency_ms":23.742542000007916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363466567805322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_341","prompt_sha256":"a3eda44dd4cc072543a3cb39c69572e67641bc3170cd3222e097671992dc394b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743548209274252},"components":{"alpha":1.0,"bonus":1.0743548209274252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743548209274252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5970,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a28ca2c6ac2a63bada0f538580258c01bed2ff73f30ce3ff218e54164690c20","formula_version":"titan-u-contract-v1","latency_ms":24.33795900000746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410214875940917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_836","prompt_sha256":"d82ac830afc011a4e6734accb1d84217300740a1588a6ff8fe515c4d32c07d62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0772835085586803},"components":{"alpha":1.0,"bonus":1.0772835085586803,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0772835085586803,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6187,"eligible_count":122,"excluded_count":18,"feature_sha256":"30fb435a95d5ba61eae3dd1fb15f834fb83dd4494b378451b8ccfff850c16483","formula_version":"titan-u-contract-v1","latency_ms":23.63191699998879,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0439501752253468,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_573","prompt_sha256":"39f6ea26d0bd49e73f2913e07c61dcc5fd227d99ce26c540ed50c65d85d0d5c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0779763484476361},"components":{"alpha":1.0,"bonus":1.0779763484476361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0779763484476361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6247,"eligible_count":122,"excluded_count":18,"feature_sha256":"cee4094c4cf7eb93198cab7e56af97fd22def598b3f159b78fa2feef814be1e5","formula_version":"titan-u-contract-v1","latency_ms":24.241083000021035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0446430151143027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_470","prompt_sha256":"15f8c1e9f1c096807b496bb8cc6421bc7c20a5a142a77fc3650c4c6fcbf32495","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07509174390491},"components":{"alpha":1.0,"bonus":1.07509174390491,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07509174390491,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6027,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f2260df5d4da38dce641e7236799f1f91e854042bc88fcf8832320d9eb70850","formula_version":"titan-u-contract-v1","latency_ms":24.412749999981997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0417584105715765,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_491","prompt_sha256":"6a68da98812a751c7cfd79f8747ad17d79baf4d5990af1cc2d6302dfb51ea5c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0840491801574317},"components":{"alpha":1.0,"bonus":1.0840491801574317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0840491801574317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6616,"eligible_count":122,"excluded_count":18,"feature_sha256":"a610b746916a0c8b206076cf89895261311afec6730656e37bd62856e4f5b796","formula_version":"titan-u-contract-v1","latency_ms":23.86612500001206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0507158468240982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_334","prompt_sha256":"b73661ecb92db5c10bdfea9fc36a7a45c1e29a0280d01235072d4b9a78f6459e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765651977469828},"components":{"alpha":1.0,"bonus":1.0765651977469828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765651977469828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6136,"eligible_count":122,"excluded_count":18,"feature_sha256":"48aa88eccc3e330ace1a89be3919c158694f1db8eb772b791b84d7cadabcee6e","formula_version":"titan-u-contract-v1","latency_ms":24.77141699998242,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432318644136493,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_533","prompt_sha256":"1172f3734296b068b94325c920281b11e68357ac13b93551d17be106f9d19c70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069689736705228},"components":{"alpha":1.0,"bonus":1.069689736705228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069689736705228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5557,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ae5cd56efdf5fc2f2555d96f07043e0b001d9e810883269bae641158cd9b1c7","formula_version":"titan-u-contract-v1","latency_ms":24.364332999994076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0363564033718946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_650","prompt_sha256":"65406d3a2c2ba45e6caa070d9e697a94656b606859ecad6f71d99818acccff51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0847980838904998},"components":{"alpha":1.0,"bonus":1.0847980838904998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0847980838904998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6661,"eligible_count":122,"excluded_count":18,"feature_sha256":"25fda364161f5ab18190ecb3b351ddfbb72f48ea54790f6b3da30a1920ebe7bb","formula_version":"titan-u-contract-v1","latency_ms":24.372875000011618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0514647505571664,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_416","prompt_sha256":"22f391f594ca6ae3ffc29a157517196516b25a807e5cf196163fe5b9d39285b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752102120050753},"components":{"alpha":1.0,"bonus":1.0752102120050753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752102120050753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6036,"eligible_count":122,"excluded_count":18,"feature_sha256":"0eacd12b228d25999a7631b451b2ebc005be5b8c94290dab28882507c3d25caf","formula_version":"titan-u-contract-v1","latency_ms":24.174750000014456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0418768786717418,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_549","prompt_sha256":"9f96b8736d110b6ac0fa2c520c3bde1a95dd1bd889516b26e9d5c7bf6c8376f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076788570240231},"components":{"alpha":1.0,"bonus":1.076788570240231,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076788570240231,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6160,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a8ce473c4f7a20954745adc366118c3c4b05c0acf85866cb4cc197cdc988a76","formula_version":"titan-u-contract-v1","latency_ms":24.592124999998077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434552369068975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_304","prompt_sha256":"f60e08539b96a9d8cae68238ef373b5a5903c647c32a5a126df727b607392f64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0798103457610044},"components":{"alpha":1.0,"bonus":1.0798103457610044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0798103457610044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6357,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a8e8354463e07c3132b707e5d8bceb41a4914c1297d5a49da17f2e6978ee584","formula_version":"titan-u-contract-v1","latency_ms":24.637499999982992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046477012427671,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_692","prompt_sha256":"68956ee3c03c9c437299c4d48fa0f3b1d9f15de52046ece63a4ae78a90ddd042","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076069235690715},"components":{"alpha":1.0,"bonus":1.076069235690715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076069235690715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6100,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fade869abf729d8aeb0ea0f541cdd1521d46aefeaf32b26eb6cfd66aef1e8eb","formula_version":"titan-u-contract-v1","latency_ms":24.21516600000473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427359023573817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_381","prompt_sha256":"f2b15c880ca418f331c786c2b7fd1daf8082ac7f45a3d270a58f590ec669ddca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067875943754703},"components":{"alpha":1.0,"bonus":1.067875943754703,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067875943754703,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5354,"eligible_count":122,"excluded_count":18,"feature_sha256":"26bb7e5d111b6f104b8b63d1c2217f25223edf3ccabf7ba87a5e0db54be8987d","formula_version":"titan-u-contract-v1","latency_ms":23.31804199999965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345426104213695,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_644","prompt_sha256":"dd805252fa368ee85bcc678b6fb7cc807ca84fed9353561e0969747d25bc526c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0783584203837333},"components":{"alpha":1.0,"bonus":1.0783584203837333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0783584203837333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6261,"eligible_count":122,"excluded_count":18,"feature_sha256":"4eacb4a26d1200f467e434c311c82cbb7d221b58b1319a65ce0adcd3aa3dcc3d","formula_version":"titan-u-contract-v1","latency_ms":26.154958000006445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0450250870503999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_261","prompt_sha256":"5bc3db8cf127bb3316e2c6b5ba3f28adc7862a2f8f77dfdd01beaf2dad177f7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775846254471153},"components":{"alpha":1.0,"bonus":1.0775846254471153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775846254471153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6208,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a0b7af5288ee974e6abd4559ad8278a0e9552395c592318006303c4e9b3338b","formula_version":"titan-u-contract-v1","latency_ms":24.536541999992778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442512921137819,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_369","prompt_sha256":"85242e202bda4130be969ed5bfc8383ef7f8daf058f42caf6eb3a9ea0868aec0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753557877802584},"components":{"alpha":1.0,"bonus":1.0753557877802584,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753557877802584,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6049,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c8e3a57462d892a9f3dadca1f413bff3f50b89ecd0db151054c1f01967de425","formula_version":"titan-u-contract-v1","latency_ms":25.260166000009576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042022454446925,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_682","prompt_sha256":"f312c3ff1254b22f0798772ad5a7ab7ee7cc9a4062c264c76d35639fbc03b4ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073311013290183},"components":{"alpha":1.0,"bonus":1.073311013290183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073311013290183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5888,"eligible_count":122,"excluded_count":18,"feature_sha256":"37a1be06be4d7f65d60481826ddd09f18aa76cbc45fa117c703e67969406bd79","formula_version":"titan-u-contract-v1","latency_ms":25.442375000011452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399776799568496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_563","prompt_sha256":"7191e3dde33e112b494f87f20b4a1e59ab419080a23c432327f75d198b3cb9fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752366164012457},"components":{"alpha":1.0,"bonus":1.0752366164012457,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752366164012457,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6044,"eligible_count":122,"excluded_count":18,"feature_sha256":"fda3399ba1c4535f0a96ffdb613cca9c5ea92a659d42e2a52dc97f6c5d54c6eb","formula_version":"titan-u-contract-v1","latency_ms":26.163125000010723,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419032830679122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_277","prompt_sha256":"95e7292a7f3c58382a0851bcead06d5cf6299faeb46b30025bfe083e1f70b307","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0812785400857634},"components":{"alpha":1.0,"bonus":1.0812785400857634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0812785400857634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6450,"eligible_count":122,"excluded_count":18,"feature_sha256":"36e09b7c9139408518699eba4ed3264329e663283e7e81f0203cb746902ee5c3","formula_version":"titan-u-contract-v1","latency_ms":24.747999999988224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04794520675243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_373","prompt_sha256":"512977f321936411c7caebfc63a75ef0291922a3e197f4117a6d644fae13d734","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750130849494344},"components":{"alpha":1.0,"bonus":1.0750130849494344,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750130849494344,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6040,"eligible_count":122,"excluded_count":18,"feature_sha256":"f06b515a225ff52a78d8d0919f25ddd8ceb93dc376e47958928b4d8bf85c62fb","formula_version":"titan-u-contract-v1","latency_ms":24.00308299999665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041679751616101,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_399","prompt_sha256":"bea1a843aced6552587a54632129ca07eccf97304b8f41f3cfcdf7f34e6d2340","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081683529417223},"components":{"alpha":1.0,"bonus":1.081683529417223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081683529417223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6479,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcec4c817782eea8ada99e1c196708524ef32954298428fbb62b7c14cb699cac","formula_version":"titan-u-contract-v1","latency_ms":24.86466699997436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0483501960838895,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_767","prompt_sha256":"b81d75b27822c07bc0db91801678383434cec412655828bc373a9bff37c8a900","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0760419514359092},"components":{"alpha":1.0,"bonus":1.0760419514359092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0760419514359092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6098,"eligible_count":122,"excluded_count":18,"feature_sha256":"d647bb940f1865c182d6c2a0f81c1e93664d63b1a424425c31fea4946969a17e","formula_version":"titan-u-contract-v1","latency_ms":24.337458000019296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427086181025758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_791","prompt_sha256":"4b1e79fe7b9dce79ae6bffbe3d24e878734617be4a85c60a600043b812ec5fda","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713093040760917},"components":{"alpha":1.0,"bonus":1.0713093040760917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713093040760917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5712,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3326dfbc7171683932b973fdb7f357572b5873aaf258d2a7da61103087142eb","formula_version":"titan-u-contract-v1","latency_ms":24.427374999987705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379759707427583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_487","prompt_sha256":"3764cf191d71cc47735fca9408c030e3f43df5541788ad4bff5494859c833096","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719524388936292},"components":{"alpha":1.0,"bonus":1.0719524388936292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719524388936292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5773,"eligible_count":122,"excluded_count":18,"feature_sha256":"10b8b8b8bbfbe914e763cc7ecec71ac501ea517f8e6dfa893a22ee7cd89a6796","formula_version":"titan-u-contract-v1","latency_ms":23.260916999987558,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386191055602958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_739","prompt_sha256":"c7302b1b09a4d1cc779efcb5eef6fd8486ac5f32a80df373120e5368a35af9cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715835573171604},"components":{"alpha":1.0,"bonus":1.0715835573171604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715835573171604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5737,"eligible_count":122,"excluded_count":18,"feature_sha256":"e135831456f06e83ff24f8a81cd7a17ea882dda93676a3cfe7ac875908854158","formula_version":"titan-u-contract-v1","latency_ms":23.028000000010707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038250223983827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_991","prompt_sha256":"50090cecc9b5b75b254d9bafbd413972ed4171e9e2a91c8a646c79795c968e5d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706172613555696},"components":{"alpha":1.0,"bonus":1.0706172613555696,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706172613555696,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5649,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ec59dd2070110711cfcda6db5f90419ec8a8bcfa07931f82504a44b0bcd6e18","formula_version":"titan-u-contract-v1","latency_ms":23.495416000002933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372839280222361,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_446","prompt_sha256":"446d2c37d3fef111f7eb3caa0ae601d81c7fa18066d5826ac3f19109c51229d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0717949897251804},"components":{"alpha":1.0,"bonus":1.0717949897251804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0717949897251804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5758,"eligible_count":122,"excluded_count":18,"feature_sha256":"b70d892d3ec38f4cbe67fb2bf976073084ee3b8d1476919b933e6582cb07b6e0","formula_version":"titan-u-contract-v1","latency_ms":22.792458999987275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038461656391847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_977","prompt_sha256":"a5a675e4629c86e8575f19eea4e4c2fd9a4a489478178c1c5db8e23507055975","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0820106609051963},"components":{"alpha":1.0,"bonus":1.0820106609051963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0820106609051963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6495,"eligible_count":122,"excluded_count":18,"feature_sha256":"11422f568e85aa17dd7734892d14bb591680b14e5c54936b80df3ba2a691dfdb","formula_version":"titan-u-contract-v1","latency_ms":25.1682920000178,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0486773275718628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_783","prompt_sha256":"4821c2c9fd1b6216b56eac6f8a3e728b35670280f5e20e8a9c149e44bdca557a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077527029823382},"components":{"alpha":1.0,"bonus":1.077527029823382,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077527029823382,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6223,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4136e8e7e062abffea7b1c974705cbe73fdafeeee6c59a1892f35e4551848d8","formula_version":"titan-u-contract-v1","latency_ms":24.009707999994134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441936964900487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_108","prompt_sha256":"ce8a0b954082e1e90f2eb1249c1070653c00282d91a3cdf809b4e2872b9a85ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069515402092228},"components":{"alpha":1.0,"bonus":1.069515402092228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069515402092228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5537,"eligible_count":122,"excluded_count":18,"feature_sha256":"6974d2a32f0ce905cfcfd7213642678b10742f8c4c4790b7191eaec754ff3113","formula_version":"titan-u-contract-v1","latency_ms":24.167791999985866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361820687588945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_671","prompt_sha256":"f36cfc27156db43139428a41c62a6b24fcc7fdd8acce5700a70e7be2855a1008","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698269464322256},"components":{"alpha":1.0,"bonus":1.0698269464322256,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698269464322256,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5569,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c360da81d133307cc5aa502fc79ef4442241838e4a8b3ffcbd374956c44e7f2","formula_version":"titan-u-contract-v1","latency_ms":24.042457999996714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364936130988922,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_900","prompt_sha256":"7a6af2f6dc28b797b2f532fd52293f26cf99712ebb379fda79e3fe928c90e4b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757436962399547},"components":{"alpha":1.0,"bonus":1.0757436962399547,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757436962399547,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6078,"eligible_count":122,"excluded_count":18,"feature_sha256":"71fe1e03a0f51faa09dd49622ca34252dc88ec191cc5b0e1bf2ab287e4131559","formula_version":"titan-u-contract-v1","latency_ms":26.973249999997506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424103629066213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_702","prompt_sha256":"808a0f07e8a580769b882f5619d694ff56637d33d7e20ba8b84565cd880da3ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0816672460835632},"components":{"alpha":1.0,"bonus":1.0816672460835632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0816672460835632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6482,"eligible_count":122,"excluded_count":18,"feature_sha256":"309bc5c4ada62ee92c92a9150d334ec63052b2c873e4e1192ac9f273c7829e98","formula_version":"titan-u-contract-v1","latency_ms":27.829459000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0483339127502298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_925","prompt_sha256":"627ea18257073e6c207537e649f80923c92c0879eec18cc090544819672c5f21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0844655941983592},"components":{"alpha":1.0,"bonus":1.0844655941983592,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0844655941983592,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6656,"eligible_count":122,"excluded_count":18,"feature_sha256":"49cee1205ac9da649ada56fd2fe5afd9d1448c29b9c3e99a07f46f63972ac57c","formula_version":"titan-u-contract-v1","latency_ms":27.429666999978508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0511322608650258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_476","prompt_sha256":"587047cef1baf48c48914c6170b4ee4ba6b3ef39c171fd933592e1b1737e7d69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684217478364992},"components":{"alpha":1.0,"bonus":1.0684217478364992,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684217478364992,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5418,"eligible_count":122,"excluded_count":18,"feature_sha256":"73626d56ceff4b3aabe5ad56cc3d62129fb726e724a08fd48dc42b0a69bf10e1","formula_version":"titan-u-contract-v1","latency_ms":33.01266600001895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350884145031658,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_171","prompt_sha256":"a5021f9dd4e9ad15767b5e05ab59158d6958d3ca9b394ea9236ae88be5ad80d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763988573015115},"components":{"alpha":1.0,"bonus":1.0763988573015115,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763988573015115,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6124,"eligible_count":122,"excluded_count":18,"feature_sha256":"049f57552b43b9ab3cdfa7d45820fdb2919876265e6ceb8f93b24e48e00fc8d6","formula_version":"titan-u-contract-v1","latency_ms":28.78366600000959,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043065523968178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_205","prompt_sha256":"b19ece2550cd007f2b3b38c2bc59e2741d9c8e4ce3d380075c405c83b554290c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075865294919629},"components":{"alpha":1.0,"bonus":1.075865294919629,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075865294919629,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6085,"eligible_count":122,"excluded_count":18,"feature_sha256":"26e865f3fac697cd535bb628d2f4d9b66f06d982b29fa946671f477c9131fc5c","formula_version":"titan-u-contract-v1","latency_ms":24.374958999999308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425319615862956,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_847","prompt_sha256":"608e257564a00b0aa62ab54213d9a4827e20b680607243c9bf5ce0ee0f76ee52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770561767208342},"components":{"alpha":1.0,"bonus":1.0770561767208342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770561767208342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6181,"eligible_count":122,"excluded_count":18,"feature_sha256":"46c31337866334a6541337d97b4af3fd03afcf188d4a5531f7c51a4f9abfba3e","formula_version":"titan-u-contract-v1","latency_ms":27.893499999976257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437228433875008,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_128","prompt_sha256":"c99fb1bd614bcc8eb2d449bc442c82078daa0f97be5a6cbb8373c7ab216e52d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726665954526595},"components":{"alpha":1.0,"bonus":1.0726665954526595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726665954526595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5832,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a1a8c1747174c992fd96ab0b3eda54bac377ed308dffc115e8deed7821751ed","formula_version":"titan-u-contract-v1","latency_ms":28.56687499999566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039333262119326,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_286","prompt_sha256":"6f2911eb869c5607ea0464617cd1f49b56ba4ba9a18218b3862604c7dae0ce62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740012948083442},"components":{"alpha":1.0,"bonus":1.0740012948083442,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740012948083442,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5945,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bfec98b87e80c9e0bb6e3b14587b9b2965eb1c6c5f9b0861e9196851ce6b781","formula_version":"titan-u-contract-v1","latency_ms":28.08204200002251,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406679614750107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_208","prompt_sha256":"552f3deab50200c1cb7f20c1fccc0eb63ec127103d1ee7d01a6098a22246997b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754222426563433},"components":{"alpha":1.0,"bonus":1.0754222426563433,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754222426563433,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6052,"eligible_count":122,"excluded_count":18,"feature_sha256":"18d4789a7c86a2f8d68ee32465ed70082616f354cc298185b98f432d6daaa70a","formula_version":"titan-u-contract-v1","latency_ms":27.196957999990445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04208890932301,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_45","prompt_sha256":"c5a272c357c3c43835afe4fadcef332b544405662d8c522909bfbcf4b4e3a40a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727607491887463},"components":{"alpha":1.0,"bonus":1.0727607491887463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727607491887463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5842,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0b6a777a450aad9e71ce87add05b2faafbc2fb2e1db089b7356339467a61e65","formula_version":"titan-u-contract-v1","latency_ms":28.50600000002146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394274158554129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_441","prompt_sha256":"9f9b39c089acf8660d2c53807330761057defa6929dfc455c49f8ef86ff8b5ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0747139299599682},"components":{"alpha":1.0,"bonus":1.0747139299599682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0747139299599682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6007,"eligible_count":122,"excluded_count":18,"feature_sha256":"d72fb3379201038d7d125ea42f60f348d90bda0528a2a5bfd5dd368e6b834e71","formula_version":"titan-u-contract-v1","latency_ms":27.141042000010884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0413805966266347,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_746","prompt_sha256":"d9a200f6c6790be2bd29e361686fd54e6caabe06e61e4e7190776e0f8dad51e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744696402469918},"components":{"alpha":1.0,"bonus":1.0744696402469918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744696402469918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5979,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc7088308f708e5f91c2e8b2a683e6eb6d40483514dc7742eaca389f64de0b6f","formula_version":"titan-u-contract-v1","latency_ms":23.650582999977132,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0411363069136583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_524","prompt_sha256":"cf2c8204342dd25a99cf8ab50c626ca024f6660a2787086a23ab209cbdb88f37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074177359657147},"components":{"alpha":1.0,"bonus":1.074177359657147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074177359657147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5956,"eligible_count":122,"excluded_count":18,"feature_sha256":"947442fcc6cf677999617a98ee43c57706737e6090ed3e5045806a80262a3e8a","formula_version":"titan-u-contract-v1","latency_ms":24.715541999995594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408440263238135,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_789","prompt_sha256":"23708a697172557fe328d823123f8436f36d8a24284715883fda72277492f12b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0817650507388374},"components":{"alpha":1.0,"bonus":1.0817650507388374,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0817650507388374,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6482,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5ddc4ba33170c5eae9c0b08b5038ad5ddb634d87e91c761fb63fdbc002c3e30","formula_version":"titan-u-contract-v1","latency_ms":24.35520899999233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048431717405504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_607","prompt_sha256":"1ffd3a608d72d8b742416e8154de0720ef6f931087387505247ab8919d0bf561","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072421620824804},"components":{"alpha":1.0,"bonus":1.072421620824804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072421620824804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5811,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f7b44a00dae2afb37738c307ca6bf6af7bd94c57c21d816b084abe5eead79c7","formula_version":"titan-u-contract-v1","latency_ms":25.099041999993688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390882874914706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_672","prompt_sha256":"c70b556b70adc72e9b4ffdbdc641c867e0dbb81ddf050ebe6991ffe63ad17169","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0830424773814276},"components":{"alpha":1.0,"bonus":1.0830424773814276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0830424773814276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6578,"eligible_count":122,"excluded_count":18,"feature_sha256":"cabed73179e63aa947ff21810040ebcf4fb98c89895d746396e37253f3585587","formula_version":"titan-u-contract-v1","latency_ms":26.143958000005796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0497091440480941,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_15","prompt_sha256":"59697e67f2bfb8c95be5c669798f4cfb2fb1bbf2c21633bcdeff9949f5c3b1c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745978935455347},"components":{"alpha":1.0,"bonus":1.0745978935455347,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745978935455347,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5989,"eligible_count":122,"excluded_count":18,"feature_sha256":"90d024d998f15db1adaa6b713f8fd55a64931888d5b5ce081ea1269f33b8f87c","formula_version":"titan-u-contract-v1","latency_ms":25.565999999997757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412645602122013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_136","prompt_sha256":"2f4f698e4c09784aef380c341a4aca6bff6a9ed2622518ae3b663ad57d6b3ed2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0792734969645088},"components":{"alpha":1.0,"bonus":1.0792734969645088,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0792734969645088,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6329,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e958b231fe3a11680f368068a1de0f399a4c112c713de903835f00410e14748","formula_version":"titan-u-contract-v1","latency_ms":24.969041999980846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0459401636311754,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_819","prompt_sha256":"225646919e7815533b2e5a2d9e04109397dc7790be231b387241ed92a00be4cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753425181076028},"components":{"alpha":1.0,"bonus":1.0753425181076028,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753425181076028,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6050,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f8619b96db956135c297ebc96d85f7dfbd1bae2487fd770c584e9fe85f92bc6","formula_version":"titan-u-contract-v1","latency_ms":27.191250000015543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420091847742694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_26","prompt_sha256":"f7b78d95727a588696de26858184180fbda2405c91624dd83551222b1af6de46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.083364031616335},"components":{"alpha":1.0,"bonus":1.083364031616335,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.083364031616335,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6578,"eligible_count":122,"excluded_count":18,"feature_sha256":"634dcc5dc8aa5fcf2785db25e303854a00cc15aded7824cbab4da46bc9c5eb1c","formula_version":"titan-u-contract-v1","latency_ms":23.085374999993746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0500306982830017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_921","prompt_sha256":"1fb5f04d0f012410b3195a365e73f0b925af48c44a18c9c979ad2a96fae310ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073298890250288},"components":{"alpha":1.0,"bonus":1.073298890250288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073298890250288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5885,"eligible_count":122,"excluded_count":18,"feature_sha256":"494285e1b21fe180582f42a1a751a2ed39973c6fe89cc9b130a1a002c0fca1a3","formula_version":"titan-u-contract-v1","latency_ms":24.01550000001862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399655569169546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_311","prompt_sha256":"66249e2f898c392dfbeb1ec9b47bfbed47d6c2219557d5ff1c5d032da428293a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0813914972444068},"components":{"alpha":1.0,"bonus":1.0813914972444068,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0813914972444068,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6461,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbb41d18c6a6a63bc0fd3025395e4fb407c990c968b1a5aea030a6f15153f179","formula_version":"titan-u-contract-v1","latency_ms":25.3709170000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0480581639110733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_939","prompt_sha256":"8c3af7aa1d01ce9656fb74ae38731bf22a485f354a2c7d8be17d15780763d835","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699158991481528},"components":{"alpha":1.0,"bonus":1.0699158991481528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699158991481528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5578,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf088ed13e4045021ae93afc7fd9ce464c4e16ed0d0f27e009d6a89497b9449c","formula_version":"titan-u-contract-v1","latency_ms":23.34229199999527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365825658148193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_374","prompt_sha256":"a8f789b771dc6212a5028d21cef2ede41f6ada30e4053cb261f2d3b622cc3074","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755690681274264},"components":{"alpha":1.0,"bonus":1.0755690681274264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755690681274264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6063,"eligible_count":122,"excluded_count":18,"feature_sha256":"47ff0e0f5a6a5ca58df319be911eed5818add5b93eab92e3dc85908232ee1ada","formula_version":"titan-u-contract-v1","latency_ms":25.150832999997874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042235734794093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_604","prompt_sha256":"d36cbf6130e4d73a1a2fe58772eb9b50a402b471bf2eaf1759d2c82348caa07a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749607878022807},"components":{"alpha":1.0,"bonus":1.0749607878022807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749607878022807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6031,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb18d308920a86767de442b8f86632e201e45c9c73e36115ca7ebe57fb6dd014","formula_version":"titan-u-contract-v1","latency_ms":24.564916000002768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416274544689472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_827","prompt_sha256":"95b5806d069b6915ef87ab46d4e2780a33751dabf97a60f919321ee550af5340","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075197020462994},"components":{"alpha":1.0,"bonus":1.075197020462994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075197020462994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6039,"eligible_count":122,"excluded_count":18,"feature_sha256":"390280d31d4f9aa84fd7c2da24d1990dc8431ba60ce47bcbaf7fe8ce01d36956","formula_version":"titan-u-contract-v1","latency_ms":24.102333000001863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0418636871296605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_656","prompt_sha256":"dc876ecc84f3a969549afa33ff4443c80683a8285f516b660c86d516d27a3e5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705549123293487},"components":{"alpha":1.0,"bonus":1.0705549123293487,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705549123293487,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5643,"eligible_count":122,"excluded_count":18,"feature_sha256":"37a483cc26dcb68d5744a1d3ca6cac7512e0b3ff0289f004af5f9caa3520940a","formula_version":"titan-u-contract-v1","latency_ms":23.62341700001025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372215789960153,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_877","prompt_sha256":"a6f5631d0ead57c809380d5b0f4b521c7bc6b3e33ae15371a3bbef63fc9dd47e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721912470788504},"components":{"alpha":1.0,"bonus":1.0721912470788504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721912470788504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5792,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed934e18b89828b0e5ea1161e4e3f6237acb7f4a5deb331526a8851648779e62","formula_version":"titan-u-contract-v1","latency_ms":24.100625000016862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038857913745517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_744","prompt_sha256":"c2845e207c99714ef43158859b19035f88d7ac52bdaf29d0ff1c10fd6069cded","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073238382187294},"components":{"alpha":1.0,"bonus":1.073238382187294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073238382187294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5880,"eligible_count":122,"excluded_count":18,"feature_sha256":"7adc79c39b3eff11c70579803220b27493911dcc03e7e8912c3684274746b409","formula_version":"titan-u-contract-v1","latency_ms":28.09945800001401,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0399050488539605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_479","prompt_sha256":"a09ea6b04380c2b5688d6be10f794e2169a32f20f9661e69a9f1a4cca0ad03d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078064096105839},"components":{"alpha":1.0,"bonus":1.078064096105839,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078064096105839,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6267,"eligible_count":122,"excluded_count":18,"feature_sha256":"9aa6f9d347c886da33566f97930052776dfff7af7ecd580b4305535d9ccc8da1","formula_version":"titan-u-contract-v1","latency_ms":28.610249999985626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0447307627725055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_220","prompt_sha256":"211bceb75ce0452f5ce5732707b4ee17af3dcaebffdc58f87ef69da5de63b91e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764957653481504},"components":{"alpha":1.0,"bonus":1.0764957653481504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764957653481504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6131,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7f87ec846702097d7591b7432c6d9448d2f3992161d41796bee499d5804b7f6","formula_version":"titan-u-contract-v1","latency_ms":24.84116700000527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043162432014817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_461","prompt_sha256":"fabf36e742c9807d99f4664c8c785a31f7a8e4aff29be15f43182adaa58176a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0834490679365136},"components":{"alpha":1.0,"bonus":1.0834490679365136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0834490679365136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6585,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b6d286a0c5bf1310ae10358135deda513046aa513d8373eaab91fc8ef66e882","formula_version":"titan-u-contract-v1","latency_ms":27.47599999997874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0501157346031802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_752","prompt_sha256":"0ab7add7f1dde595c2a698464e893ae8c251aa4d3fa505ed5a04801c1339c4bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0788502126106292},"components":{"alpha":1.0,"bonus":1.0788502126106292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0788502126106292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6294,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc0b8845ba750b4da72388e98304ddfb2c33224762e4abbc0ee128104f53da3b","formula_version":"titan-u-contract-v1","latency_ms":24.380500000006577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0455168792772958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_198","prompt_sha256":"253c6a5d9aaa92fa34e618a2e9a3419886439f5dc4b56efd9e91ee5480dcfbcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690897997829731},"components":{"alpha":1.0,"bonus":1.0690897997829731,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690897997829731,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5492,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ff7bb9b3642eed9ce38e7cdd7b5b865f1aa33731a9b52388b376f2348960fd5","formula_version":"titan-u-contract-v1","latency_ms":23.95487499998694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357564664496397,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_450","prompt_sha256":"da1df64146f7fc0c455cd74496d22bb249ee272d3dc2ca87d97992ef69afac9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764819001032948},"components":{"alpha":1.0,"bonus":1.0764819001032948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764819001032948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6132,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5c6f051b38276a763f3e4d885b96aa8bb3c57b9cb4272aa42796f51dd1c6bb1","formula_version":"titan-u-contract-v1","latency_ms":26.10454099999515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0431485667699614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_287","prompt_sha256":"c66588ebdeffaff39ea0a4c6149d16804dee718968bcb87aed9942fa35df8f13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0684832452184267},"components":{"alpha":1.0,"bonus":1.0684832452184267,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0684832452184267,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5425,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5b460b8af8770d21ccac2803c287e79a93276c48a6474fbcca69f0e167d6ce5","formula_version":"titan-u-contract-v1","latency_ms":24.09479100001022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0351499118850933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_832","prompt_sha256":"dc40a7ba0de2fa4e41f3238abcb709cd7f1a40fc8586bcce4820ccd91cc7a285","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076069235690715},"components":{"alpha":1.0,"bonus":1.076069235690715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076069235690715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6100,"eligible_count":122,"excluded_count":18,"feature_sha256":"663deecf1d3b4f574f6aae48512da8f3fab9b733c0b55fa8c854cd4027c66a25","formula_version":"titan-u-contract-v1","latency_ms":25.185625000005984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427359023573817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_385","prompt_sha256":"2b7cc4ecce7c911ceba588af8d12ef685e22d45b2ed3aaf56a4b8f6f45683a1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756092604891425},"components":{"alpha":1.0,"bonus":1.0756092604891425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756092604891425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6082,"eligible_count":122,"excluded_count":18,"feature_sha256":"1850b1cf343dd27bbe94e1240377c7039df0136a32233af3f4a4ffa8e3a634e8","formula_version":"titan-u-contract-v1","latency_ms":22.245290999990175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042275927155809,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_447","prompt_sha256":"82b218c6c69aaafde0a1bd8b9ba88058ed306026733eaa46c14b0596e5c471dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808301352432768},"components":{"alpha":1.0,"bonus":1.0808301352432768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808301352432768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6423,"eligible_count":122,"excluded_count":18,"feature_sha256":"25c483377b5d31a86f579b35bbe9ccc0af55586cffd0483e6fa1ebffbbb9fcb1","formula_version":"titan-u-contract-v1","latency_ms":24.17487499999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474968019099433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_998","prompt_sha256":"a907a5444910e19c6cbe28fbc0db2bbfd4253934df1f6129319d4eb4352a6d4f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737645844469355},"components":{"alpha":1.0,"bonus":1.0737645844469355,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737645844469355,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5924,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cacbd435e7542a904aeef02bbc601b53838abd9ef22e551d49033e34632d1fa","formula_version":"titan-u-contract-v1","latency_ms":24.571707999996306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040431251113602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_442","prompt_sha256":"803fc992f474eb473f1a82a0fcbfafd162d68c839f7f3b6eb33096043ed4313b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775126485626514},"components":{"alpha":1.0,"bonus":1.0775126485626514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775126485626514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6203,"eligible_count":122,"excluded_count":18,"feature_sha256":"382302367267d04f00784f6c7f931393535c789fea83b20543d77c45bb56ee12","formula_version":"titan-u-contract-v1","latency_ms":23.33779200000663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044179315229318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_101","prompt_sha256":"a6bdebc198d90aa1878bde74332a76e76f99acb66cd567a68199350ee8871b89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07226005838719},"components":{"alpha":1.0,"bonus":1.07226005838719,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07226005838719,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5801,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a192b90a475756942b5b923b92672dc0df61a05d73e4204d877149c79cc5a96","formula_version":"titan-u-contract-v1","latency_ms":25.83645799998635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0389267250538565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_594","prompt_sha256":"bee6e3978d38ef095f137dc25f4a6128cdedfd7901012d31a8e33fbfe649608f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732263020036825},"components":{"alpha":1.0,"bonus":1.0732263020036825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732263020036825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5881,"eligible_count":122,"excluded_count":18,"feature_sha256":"717a84946a016a714fe3c9e79fc6d2d200b83530696c0ac551ac556bd29ecca7","formula_version":"titan-u-contract-v1","latency_ms":24.940332999989323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039892968670349,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_965","prompt_sha256":"85d64d199b5383214516b8a516cfaef8aef4c89d7281e1f38fc70d7a3b75c165","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0790611660142349},"components":{"alpha":1.0,"bonus":1.0790611660142349,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0790611660142349,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6317,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dff0246fd31078dc5aae5b3d22b360e2f8b65dfcfd484121c0c9dba563b4b7a","formula_version":"titan-u-contract-v1","latency_ms":23.917624999995724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0457278326809014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_357","prompt_sha256":"0eccd879c8ba3d80f82942bdb37422391eda590a1e7dfdd6acdf895641b517eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738390569878242},"components":{"alpha":1.0,"bonus":1.0738390569878242,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738390569878242,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5936,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e3bd02a25f97e84249d3140580ac6af1ba8382e7b6ef127b7090fb294a884fd","formula_version":"titan-u-contract-v1","latency_ms":25.31104199999845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405057236544908,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_867","prompt_sha256":"e44847243b6b699ded6922d4331462b621bf38e2f65f0c74787c49c6e4f3bf56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0768166191371678},"components":{"alpha":1.0,"bonus":1.0768166191371678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0768166191371678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6154,"eligible_count":122,"excluded_count":18,"feature_sha256":"a98cb5617cd1f54d849e1a3a7e02b2385275a033deecc907fe76c50f3e65d57a","formula_version":"titan-u-contract-v1","latency_ms":27.896458000014945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434832858038343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_140","prompt_sha256":"aa30a81f40e63633c7424c92ac26555388db4e1a0677835d2e7fdfe84cb4309d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776134656035066},"components":{"alpha":1.0,"bonus":1.0776134656035066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776134656035066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6210,"eligible_count":122,"excluded_count":18,"feature_sha256":"6eb825b8de682f3b488f80cf2742cbec8bcec7cabc9ba82a5463debbc4b8599c","formula_version":"titan-u-contract-v1","latency_ms":24.296083999985285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0442801322701731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_583","prompt_sha256":"26cd2bc46ee50b39cec40065a1482ea5523188c35f6e88b1d827c79a9f000f61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744185382394051},"components":{"alpha":1.0,"bonus":1.0744185382394051,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744185382394051,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5975,"eligible_count":122,"excluded_count":18,"feature_sha256":"704d5f1745c8e0d541802e9ef7b72eade04588875d24b21de7821e5b6efb2f49","formula_version":"titan-u-contract-v1","latency_ms":23.738959000013438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410852049060717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_596","prompt_sha256":"911b1eb70d2ff2faa76ca1ab6ce7d825024d61051af6a800ce21d108119e3452","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759602687831926},"components":{"alpha":1.0,"bonus":1.0759602687831926,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759602687831926,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6092,"eligible_count":122,"excluded_count":18,"feature_sha256":"edd9eb63dcd1593ff5f3ee9b40d4704c4cd905173508a8bfa71dd4f45925b81f","formula_version":"titan-u-contract-v1","latency_ms":26.059165999981815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0426269354498592,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_556","prompt_sha256":"f478fba19b3d3a2f60de08d505c68350b09285f274aef8c519987b562db6d9c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070954163497439},"components":{"alpha":1.0,"bonus":1.070954163497439,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070954163497439,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5681,"eligible_count":122,"excluded_count":18,"feature_sha256":"f603152b93649d88b46ce0dbcb814baaa0422a85d4266cb1229ac36962a2cabb","formula_version":"titan-u-contract-v1","latency_ms":26.51316699999029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376208301641057,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_257","prompt_sha256":"3ef8b9728b6f9c30e093d91c280892c226004fcebe5e2cbe6624d0bc630f53ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731660082438317},"components":{"alpha":1.0,"bonus":1.0731660082438317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731660082438317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5874,"eligible_count":122,"excluded_count":18,"feature_sha256":"74bcfd9b7b4f2041ca7d366c0da1606a5996afb336c2dd5c4771d42c7f8525d0","formula_version":"titan-u-contract-v1","latency_ms":25.089667000003146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398326749104982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_751","prompt_sha256":"164a46fa233bf470ada660945c6ccbfd7ea902d1e59f4aebebd2aea7aa2b6da6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774695471334677},"components":{"alpha":1.0,"bonus":1.0774695471334677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774695471334677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6203,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d869ce5aefe8b037d5e0aa12b061300343425fdad20e1438cb63386a9a821de","formula_version":"titan-u-contract-v1","latency_ms":25.109125000000176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441362138001342,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_488","prompt_sha256":"8eb897c6148a82655fd8872aaabfce29b838a5e1c2c3767c2315bea5a8500ebb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746751871205082},"components":{"alpha":1.0,"bonus":1.0746751871205082,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746751871205082,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6008,"eligible_count":122,"excluded_count":18,"feature_sha256":"92c80b16d7e9efb1e72657a8acbb14e9d12149158ed768527f5710f1156f4d27","formula_version":"titan-u-contract-v1","latency_ms":25.76270800000202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0413418537871748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_67","prompt_sha256":"eb86affe7c774f5b08c78b3e10bf025f48dab0555e6b96b714fc5786c4ef0a34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679760209152638},"components":{"alpha":1.0,"bonus":1.0679760209152638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679760209152638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5366,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bbf0c6b26a020cd145114ed8c619d8d80a445d60c0642b43895b89069539718","formula_version":"titan-u-contract-v1","latency_ms":25.100667000003796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346426875819303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_805","prompt_sha256":"41e8c2ba9b2cf9c3c01f23edfec48b15c4a9d95775b6eb971c9a6fd7545665ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731179018402406},"components":{"alpha":1.0,"bonus":1.0731179018402406,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731179018402406,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5870,"eligible_count":122,"excluded_count":18,"feature_sha256":"722bf79c4e788a8c51fc171acfd5f9936ef461d3ab7274bf5e1b4946ed2106f5","formula_version":"titan-u-contract-v1","latency_ms":27.328541000002815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397845685069071,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_31","prompt_sha256":"4ee3d483eda8e568cd8c969819a1b76a4c5c4d98ffa3de0b8a34aa93b99fb5a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0739762567207896},"components":{"alpha":1.0,"bonus":1.0739762567207896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0739762567207896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5940,"eligible_count":122,"excluded_count":18,"feature_sha256":"b02a905f2b60b5b0d541de01f853dd57939693f8fd97325f4facd8733f6ef4ca","formula_version":"titan-u-contract-v1","latency_ms":30.13679099998967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406429233874561,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_852","prompt_sha256":"56f11833c3c9a16e2043af523d4e1fc71336123c5e33a215a0bcab3d0c531f28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0801834371126509},"components":{"alpha":1.0,"bonus":1.0801834371126509,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0801834371126509,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6381,"eligible_count":122,"excluded_count":18,"feature_sha256":"213da57eb91efe7f0dbb58f59689009767115761bf1b271e0ce47348085f0d52","formula_version":"titan-u-contract-v1","latency_ms":25.82037499999501,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0468501037793174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_551","prompt_sha256":"f28788fa81c7f448ee97ec4553c33a43c135f2b07f1241a0a66ed1947c86fd6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0799963867127056},"components":{"alpha":1.0,"bonus":1.0799963867127056,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0799963867127056,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6369,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e4d364382a69ba1c822f11a2c79f759b54966bd9dd06bee17c99caf3e16d5e3","formula_version":"titan-u-contract-v1","latency_ms":25.50320899999292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0466630533793722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_90","prompt_sha256":"b8a18ee36522450bec7308fbf30b86cc0d8c76b31ac7951996b500f4555467a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0781520974855543},"components":{"alpha":1.0,"bonus":1.0781520974855543,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0781520974855543,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6247,"eligible_count":122,"excluded_count":18,"feature_sha256":"76ef9d819cd00a2f1acbe5088d76804ec465a3702f3227837cb3e1742a45916f","formula_version":"titan-u-contract-v1","latency_ms":23.484792000004973,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448187641522209,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_730","prompt_sha256":"7f0cbd4a70bc7ffba4506e9f7a4ec4854d65cb03b9d4f57d9ab126b3f7763f12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0803086979250411},"components":{"alpha":1.0,"bonus":1.0803086979250411,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0803086979250411,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6392,"eligible_count":122,"excluded_count":18,"feature_sha256":"3344b1f2bac0531438374c8099e1ee673b7b5540ac9e1c5d4bdb1852e847a944","formula_version":"titan-u-contract-v1","latency_ms":25.501792000000023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0469753645917077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_195","prompt_sha256":"8f8ec73d1a4a5ab2e7fc260bad1db18c59d75e809506272fb2a5f929643aa2ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755155776707745},"components":{"alpha":1.0,"bonus":1.0755155776707745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755155776707745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6059,"eligible_count":122,"excluded_count":18,"feature_sha256":"6194e9f39df082ab8b082312308ccbe0dbf2abdc3fb41e17d3fb38276e80aad9","formula_version":"titan-u-contract-v1","latency_ms":23.964874999990116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042182244337441,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_317","prompt_sha256":"b8faf3b81d902b9d5cbf91d5173343fafabe25fdfdfe243566df4e346c056a95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077947155621508},"components":{"alpha":1.0,"bonus":1.077947155621508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077947155621508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6233,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bea9c8a399137827047367d180fb6136217371f0312a00c7c4ad4f1a4c177bf","formula_version":"titan-u-contract-v1","latency_ms":25.231834000010167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0446138222881745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_137","prompt_sha256":"f9360c57a1163ec9f095653fa8dec56e62e15adbc974c1a921f9d4915ec548ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0766348070782867},"components":{"alpha":1.0,"bonus":1.0766348070782867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0766348070782867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6143,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0282f99e3fe8e0ca4a197551b0812a1ab80e6453b8a8850bec4251caa6cc1d5","formula_version":"titan-u-contract-v1","latency_ms":25.149375000012242,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433014737449533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_391","prompt_sha256":"691ff466bb7374c6861040a2aed415090148ae0aff8ae29a7d1e0d6cca90831d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072421620824804},"components":{"alpha":1.0,"bonus":1.072421620824804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072421620824804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5811,"eligible_count":122,"excluded_count":18,"feature_sha256":"a043b9afa56bc8557746893a87d51d946f493d2cc8a7f203259beb719ae4c65d","formula_version":"titan-u-contract-v1","latency_ms":24.90949999997838,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390882874914706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_955","prompt_sha256":"3a629f07858cd68d4f9bb4a64fb749fd0f546911bfa08fa2069369a5170a9134","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0792582848014185},"components":{"alpha":1.0,"bonus":1.0792582848014185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0792582848014185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6321,"eligible_count":122,"excluded_count":18,"feature_sha256":"b51d69bd4d6570c37be54b71d31ee94db302bb7dbb9f1f5cd1d9d6e9b1d775d6","formula_version":"titan-u-contract-v1","latency_ms":24.497167000021136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045924951468085,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_393","prompt_sha256":"056258ab1376eb578840f14a4fbec601402c42c8e2cb241263a7873242d8bfb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774982743605672},"components":{"alpha":1.0,"bonus":1.0774982743605672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774982743605672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6206,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1c672931f06d9e2983c949a500d3e6a8ea7406c791fb6f4e2602d2659ec9c35","formula_version":"titan-u-contract-v1","latency_ms":24.581041999994113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441649410272338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_736","prompt_sha256":"2e4e8c0a615fd80aedd390c10b7fe51fc178aceb1602e92fe56b7b24b5664a82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1292752238714883},"components":{"alpha":1.0,"bonus":1.1292752238714883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1292752238714883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5819,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f84daf53bb10e8f653812b1e719b631a73feef4fe6052e96bb1b246f71048c6","formula_version":"titan-u-contract-v1","latency_ms":23.988290999994888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0959418905381548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_292","prompt_sha256":"6f0c9959325b5178b5e86935fb63207b0ba7741fe1860d35cf5f38794f219815","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745850361883884},"components":{"alpha":1.0,"bonus":1.0745850361883884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745850361883884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5990,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b68d9b5bfb340b15ccb80bf12f15157552ac70139001287c022af7f45364aa2","formula_version":"titan-u-contract-v1","latency_ms":24.47945800000184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041251702855055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_22","prompt_sha256":"84f98659ab50201fe98b467a44bb53cbbecb8ab1ef64260c6f87f6dd5a5e2f68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757571788338203},"components":{"alpha":1.0,"bonus":1.0757571788338203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757571788338203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6077,"eligible_count":122,"excluded_count":18,"feature_sha256":"4107b6d9f886a6bec406b1320f5c6798e6685bffb02fa31111f6fcab5e7e0762","formula_version":"titan-u-contract-v1","latency_ms":24.018208000001096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424238455004868,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_227","prompt_sha256":"9c68d3be04fc1eb91cf8edc71cb70d2bfdd4c2ac5b35513e394db77aff9da6a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777291084729965},"components":{"alpha":1.0,"bonus":1.0777291084729965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777291084729965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6222,"eligible_count":122,"excluded_count":18,"feature_sha256":"971f9ba347889b5c88e4a9026e01dd878a43d7bf2c17c6e90d5bd69bcbb91f38","formula_version":"titan-u-contract-v1","latency_ms":24.644375000008267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044395775139663,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_313","prompt_sha256":"bcea8f62a01c5dc67f9e8ee957a5fb9829fc4076b226c0e951bac55cf776de07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0813753395560672},"components":{"alpha":1.0,"bonus":1.0813753395560672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0813753395560672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6456,"eligible_count":122,"excluded_count":18,"feature_sha256":"9347c8287b986c17ce2fe78fa9277b28cfff72747e7e2c5b29ab9d4a317bb093","formula_version":"titan-u-contract-v1","latency_ms":24.428249999999707,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0480420062227338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_646","prompt_sha256":"ad48428436ebbe9f36b6832b06a2bb2190a9755296e675a5601a9b6ee2194f77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705445460138496},"components":{"alpha":1.0,"bonus":1.0705445460138496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705445460138496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5640,"eligible_count":122,"excluded_count":18,"feature_sha256":"20c0df689afe92125948ce870ff1082fe7371325a0cf36a617faa1a649751103","formula_version":"titan-u-contract-v1","latency_ms":23.9377910000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372112126805162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_947","prompt_sha256":"a27ff3bbe51ca13932507370266176ec09d0fc75d6229ab8a264b2242896c034","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744313030622294},"components":{"alpha":1.0,"bonus":1.0744313030622294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744313030622294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5978,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7280b3a2fa8a0ac287b82e91dcad93d41a091a06c734d8af1688c87fff0cecb","formula_version":"titan-u-contract-v1","latency_ms":23.707209000008334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041097969728896,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_519","prompt_sha256":"12311c14615cc2fe5e529da8df06723e7650b3f589530ba0c435ee656e5f80bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725962806433742},"components":{"alpha":1.0,"bonus":1.0725962806433742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725962806433742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5832,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffdb294771d17a0fdd748989e2bdd5a6203cd8ebb1821a7e8fa31b4656c4d772","formula_version":"titan-u-contract-v1","latency_ms":25.686708000023373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392629473100408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_792","prompt_sha256":"04ba19d937fdc8a1637e31427a8ded54fd326f27c3da5f688447cf159bef783c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769855065180771},"components":{"alpha":1.0,"bonus":1.0769855065180771,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769855065180771,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6166,"eligible_count":122,"excluded_count":18,"feature_sha256":"f620133c8401af439b38d1f5c78b4b7498636e04d1efa158bb5f5a885afa43f4","formula_version":"titan-u-contract-v1","latency_ms":24.206375000005664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0436521731847437,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_455","prompt_sha256":"f10fc583f5aa22354f1eacb72a021949cca937c60654701a37bcfab06d289ef8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071462333099022},"components":{"alpha":1.0,"bonus":1.071462333099022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071462333099022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5730,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cb40306fe290144cae39dc1682dc2ee3917b74c3d887ead96c6b3ff7514d2db","formula_version":"titan-u-contract-v1","latency_ms":23.677458000008755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381289997656886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_981","prompt_sha256":"3f8f321bce3d929674f1e1bbb164e6750d0bd56adfdd6b2ca60dff92aba7ca62","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755022228010502},"components":{"alpha":1.0,"bonus":1.0755022228010502,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755022228010502,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6058,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ba6dcc76ca24a68c1a64f5d91444696952338be776baab53c84b8794c0be651","formula_version":"titan-u-contract-v1","latency_ms":24.64329099998963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421688894677168,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_613","prompt_sha256":"7eb8f1487b4c6ff852f96f696ed6e62723de1d49b348cb49e0b6c1cbe14b8ad4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0925365018215638},"components":{"alpha":1.0,"bonus":1.0925365018215638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0925365018215638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7076,"eligible_count":122,"excluded_count":18,"feature_sha256":"618790d59b44046478b42cc0ff790866674e58e9b5f00a27f68b8036887817dd","formula_version":"titan-u-contract-v1","latency_ms":24.24974999999563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0592031684882304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_804","prompt_sha256":"23662a9ab56cde5e63586bf1b457a73187d91b9ebbdfe2994ee2a8fb6027ffef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761238892432412},"components":{"alpha":1.0,"bonus":1.0761238892432412,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761238892432412,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6112,"eligible_count":122,"excluded_count":18,"feature_sha256":"054849ea902ef1584d4b6d93a4fa1733cbd7b3800f5d53c952ea9be34d254c90","formula_version":"titan-u-contract-v1","latency_ms":24.15308300001584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427905559099078,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_177","prompt_sha256":"f654f98259d34267a3f53da7ff76e9c1141d8cd38926286ea7506afd3b99c40f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740012948083444},"components":{"alpha":1.0,"bonus":1.0740012948083444,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740012948083444,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5944,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4db5c309ca3598b14558a4f8f657dd4d781cc951b5497e915809719ea316c56","formula_version":"titan-u-contract-v1","latency_ms":23.659166999976833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040667961475011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_916","prompt_sha256":"91d511017a5a139e7d339ac55d29653ec1954577bb18b91c5af2b160182b984b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728198277495156},"components":{"alpha":1.0,"bonus":1.0728198277495156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728198277495156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5845,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3c9b5fbc8bd58852367c3801732d2cc7eb305648bedd0a123dbed77cd743fa9","formula_version":"titan-u-contract-v1","latency_ms":25.094625000008364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394864944161821,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_285","prompt_sha256":"d6fba12ae7e00b27dbfb1488989ae728bddcdb199dc2dbf332321c3bf32d57b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730339907535547},"components":{"alpha":1.0,"bonus":1.0730339907535547,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730339907535547,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5865,"eligible_count":122,"excluded_count":18,"feature_sha256":"a23428115399e356c8156e15fe1979386e80f92bfce12e6f18aceb561cf29f5e","formula_version":"titan-u-contract-v1","latency_ms":25.13008299999342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397006574202212,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_699","prompt_sha256":"72afc2a9865519b7fba7d277222562b0cfe808f73a363a35142502b08cd1ee0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804186688501822},"components":{"alpha":1.0,"bonus":1.0804186688501822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804186688501822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6398,"eligible_count":122,"excluded_count":18,"feature_sha256":"4265735b7501842d9d6084f767b9e0726331411aa03b4d7838f60d05114c5e49","formula_version":"titan-u-contract-v1","latency_ms":24.530749999996715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0470853355168488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_908","prompt_sha256":"7f663c33062967ec7b588665360e8eff958679f07ccbb2027c6a1e1ddc9979b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753557877802586},"components":{"alpha":1.0,"bonus":1.0753557877802586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753557877802586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6049,"eligible_count":122,"excluded_count":18,"feature_sha256":"f24f0ba3966b3f8bb7cb50ad7169deca83d34f9d2353ef4d3d3ccfc1a5193e51","formula_version":"titan-u-contract-v1","latency_ms":24.554750000021386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420224544469252,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_868","prompt_sha256":"05bbe32b931dd19a4cd14eaaa8e48fa36c9b4a13fd049d96dff2696d618758d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068051763873128},"components":{"alpha":1.0,"bonus":1.068051763873128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068051763873128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5375,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b080b404fef82970f1e1640e75b87cf2dc8abdf1709cb3d556689e5b761e155","formula_version":"titan-u-contract-v1","latency_ms":24.91158399999449,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0347184305397945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_481","prompt_sha256":"439fe902937a80cc278922df1d00a7c1662146d91deabcea9203130ff37f65da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1312284390210494},"components":{"alpha":1.0,"bonus":1.1312284390210494,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1312284390210494,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5989,"eligible_count":122,"excluded_count":18,"feature_sha256":"333795e9b5c0cb92d6c3a7b846754637fc3ec4fa6227d4ec46e40c2f73af674e","formula_version":"titan-u-contract-v1","latency_ms":28.414417000021785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.097895105687716,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_30","prompt_sha256":"b37f8a0cffcfc10d447a472c9b58186be695386e54d5ea9b14ae6dfd248c2f1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068282514716964},"components":{"alpha":1.0,"bonus":1.068282514716964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068282514716964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5402,"eligible_count":122,"excluded_count":18,"feature_sha256":"81f2e56a226c52899ce75c7bd8028a6367d58891f6973177379325af4e8991b0","formula_version":"titan-u-contract-v1","latency_ms":24.17570800000135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0349491813836305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_897","prompt_sha256":"fab470fdb4e2cf27a5880e2a5ce468c76313d105e93851870daaf8db592222d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777870992222907},"components":{"alpha":1.0,"bonus":1.0777870992222907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777870992222907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6222,"eligible_count":122,"excluded_count":18,"feature_sha256":"48c783eb0d0f117590871924c720a75419413207e43685e579786c0ff02db84d","formula_version":"titan-u-contract-v1","latency_ms":25.892958000014232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444537658889572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_168","prompt_sha256":"bbe9d4ba2096788f2ac138841fd6bc4835c78a0fea88f80c74330ac6ff5aa1df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804659042804172},"components":{"alpha":1.0,"bonus":1.0804659042804172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804659042804172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6399,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c1c7e708957be67e328615bc3cf0ad1d055332534eb547b2e2138fc825eec91","formula_version":"titan-u-contract-v1","latency_ms":24.69758299997693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0471325709470838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_459","prompt_sha256":"3d3510b84949ba8c3d924533f3330ddbe6b819684cd4cccb0b7715bdeacc76ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777291084729965},"components":{"alpha":1.0,"bonus":1.0777291084729965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777291084729965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6224,"eligible_count":122,"excluded_count":18,"feature_sha256":"238ebf822c3ea224fac149a805bfcbb4c61e5de7b145fb47a51b302997f7a907","formula_version":"titan-u-contract-v1","latency_ms":27.01258299998699,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044395775139663,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_327","prompt_sha256":"59aff20b3a2623f106a30b571e41889fa365a05c6f25d1a1babbd4180ab55122","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771980471633338},"components":{"alpha":1.0,"bonus":1.0771980471633338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771980471633338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6183,"eligible_count":122,"excluded_count":18,"feature_sha256":"d95a04b132afaeedfa0bc5932153502750c2ae399bfc9e7f21067a43154e4ca0","formula_version":"titan-u-contract-v1","latency_ms":27.35908399998266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438647138300003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_865","prompt_sha256":"4cfe1ac90fcf3fb73f7c5b0dc70a5c40b9bb5aceb9737280fc48474a659d3dd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0783880077747994},"components":{"alpha":1.0,"bonus":1.0783880077747994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0783880077747994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6281,"eligible_count":122,"excluded_count":18,"feature_sha256":"216248e4cfca62c8190cbfb26c94c450e2a4aebe6ca079303f7d19d31d651962","formula_version":"titan-u-contract-v1","latency_ms":27.2388750000232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045054674441466,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_206","prompt_sha256":"17508ecc3e1cd58eff9a8d59d9a9d43bb057b4dd7332bd56ca039a55347cda55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761375703470724},"components":{"alpha":1.0,"bonus":1.0761375703470724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761375703470724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6106,"eligible_count":122,"excluded_count":18,"feature_sha256":"4707a83b519d192ab480f6b075c4590f8061633a105f14e7e2ec72616a57998b","formula_version":"titan-u-contract-v1","latency_ms":27.864832999995315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042804237013739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_527","prompt_sha256":"7491781306e7b1b8d0f5ffd825cdb768a77111decc0531aba0df06ef3b5a6690","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756360908783231},"components":{"alpha":1.0,"bonus":1.0756360908783231,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756360908783231,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6068,"eligible_count":122,"excluded_count":18,"feature_sha256":"fdfdbc2dd9801ddc15d929265c8db7b1246a7fd5479cebf4a185ca15b237e383","formula_version":"titan-u-contract-v1","latency_ms":27.940250000000333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0423027575449897,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_99","prompt_sha256":"35a2afc9b9ec0f265608f468f8d26b8efd9c608676051015bd733ce2ccbf50b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731419407515483},"components":{"alpha":1.0,"bonus":1.0731419407515483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731419407515483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5872,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbf635d9df34ed67fce6bbb50b12fff95274fc7daf5978d75bb7cd78445c662b","formula_version":"titan-u-contract-v1","latency_ms":24.983917000014344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039808607418215,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_712","prompt_sha256":"a3c603ed46df1a7d5957d547767bea985740a262db10bbdb2f735b97261e43ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746622870697566},"components":{"alpha":1.0,"bonus":1.0746622870697566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746622870697566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5994,"eligible_count":122,"excluded_count":18,"feature_sha256":"1149203364373ad68c8473a5c8c1b2a981c808d3b3ef4245067a91440915d06c","formula_version":"titan-u-contract-v1","latency_ms":26.23737499999379,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0413289537364232,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_631","prompt_sha256":"5d8d19ec688b30d1e4c4adec161e391e9a903c37c9eb1a142fab5260298f6d9b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769290975964945},"components":{"alpha":1.0,"bonus":1.0769290975964945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769290975964945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6162,"eligible_count":122,"excluded_count":18,"feature_sha256":"31b733e1ba38803ac6d46e5990da878ea719de380350039e258048c5122a3d11","formula_version":"titan-u-contract-v1","latency_ms":24.94229199999154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043595764263161,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_120","prompt_sha256":"b8fa2cd604160fac71aeebcd490a5ccd6442e214be3f92fccd668675c32a0ef3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0783288611608706},"components":{"alpha":1.0,"bonus":1.0783288611608706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0783288611608706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6259,"eligible_count":122,"excluded_count":18,"feature_sha256":"0966b96731807e431b717b8ae271161484868667c9b969c0d1319a760a3be77b","formula_version":"titan-u-contract-v1","latency_ms":24.37150000000088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449955278275371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_305","prompt_sha256":"93b3c29fca3262972f563361148db72ef1dcdb35547ce280738f7cabcb88a23f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694482368258877},"components":{"alpha":1.0,"bonus":1.0694482368258877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694482368258877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5530,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc98a79aff58f701bf4073f5a716791c38e6f21170e53fd9263fbf934926d7d4","formula_version":"titan-u-contract-v1","latency_ms":26.72783299999537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361149034925543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_627","prompt_sha256":"6fac3c90f2285055e608634d8169eaa720cbe7b03d133518217e7dba1393211f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776423339865597},"components":{"alpha":1.0,"bonus":1.0776423339865597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776423339865597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6218,"eligible_count":122,"excluded_count":18,"feature_sha256":"8623ce1a24e139617bdc2f6a21a8a140a6e4014657b01e2318f22b06cf6b32fb","formula_version":"titan-u-contract-v1","latency_ms":26.241416000004847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443090006532263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_670","prompt_sha256":"b9c225b5b2862b05c14f2d109fa782ab6409766b37d0ce0f49bffb84bf2f7d19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759330979433623},"components":{"alpha":1.0,"bonus":1.0759330979433623,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759330979433623,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6094,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d26fd7c48dab3cb67bbd3f7e64380907522ad74ae538f270195feb074a20303","formula_version":"titan-u-contract-v1","latency_ms":28.77204199998573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042599764610029,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_616","prompt_sha256":"ec806aa9501506e3b78cc2a63a3d105090c1cb1835dc5d1d859b890f77d846b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749607878022807},"components":{"alpha":1.0,"bonus":1.0749607878022807,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749607878022807,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6024,"eligible_count":122,"excluded_count":18,"feature_sha256":"998111e25c166495a47183d03622822456662b9d593815a78f2e535411e9d1a1","formula_version":"titan-u-contract-v1","latency_ms":24.5059580000202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416274544689472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_885","prompt_sha256":"d9438bbf643537a46fc446c260cfd072fefba0be34be7c2d235def654888fbfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746880942859651},"components":{"alpha":1.0,"bonus":1.0746880942859651,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746880942859651,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5996,"eligible_count":122,"excluded_count":18,"feature_sha256":"378d7d0d304698fbd9b3270435f7cc26eff9a6ccdf31d1b384c78cc2cd415311","formula_version":"titan-u-contract-v1","latency_ms":23.994500000014796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0413547609526317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_828","prompt_sha256":"bf73ec4e87a48e374d60608e9ca0fed168e5a54d44e6fdd63109452d028cc5e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0772977768472372},"components":{"alpha":1.0,"bonus":1.0772977768472372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0772977768472372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6188,"eligible_count":122,"excluded_count":18,"feature_sha256":"2cfb6409f84c07c8ec67bd3f46efbda39200446845077260a6033bd356a365ed","formula_version":"titan-u-contract-v1","latency_ms":24.548874999993586,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0439644435139037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_878","prompt_sha256":"d44239e78eb0c8d0149240427aff7bb709b15a9fa0559e6b0c79a8b9341ff7b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.087417583083886},"components":{"alpha":1.0,"bonus":1.087417583083886,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.087417583083886,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6808,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c1c1df9d2203a24ee81ae831b7e85357b44ae644793164dd112fec5f45e8dcd","formula_version":"titan-u-contract-v1","latency_ms":23.364541999995936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0540842497505525,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_231","prompt_sha256":"9b103bbdeaaea084f4a43caa114ca64967f01eb712be46089f1249bff4ed27c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729504298894708},"components":{"alpha":1.0,"bonus":1.0729504298894708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729504298894708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5858,"eligible_count":122,"excluded_count":18,"feature_sha256":"b721cc16334cf754cd50f097b8643ca2703568ec907ff442f3910598ac7c4eb7","formula_version":"titan-u-contract-v1","latency_ms":23.284875000001648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396170965561373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_866","prompt_sha256":"812a2de506cf53011a04239bc8fc92d687b839542edbd28e3f2c537097c9560b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080655476001718},"components":{"alpha":1.0,"bonus":1.080655476001718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080655476001718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6457,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f1dc43d5a40e27a768e49103f19abfcd8245950d388ee4b5eaa6fdcce33897d","formula_version":"titan-u-contract-v1","latency_ms":24.05866600000195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0473221426683845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_686","prompt_sha256":"198109e145cfba2819942fdd4f647030907ffd122ede1b991a4a58fef01f7a69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712008594330018},"components":{"alpha":1.0,"bonus":1.0712008594330018,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712008594330018,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5702,"eligible_count":122,"excluded_count":18,"feature_sha256":"13735d8d9719a03c92cf56320699dbf2e7a49e395f0de2258580a52cbfbc725f","formula_version":"titan-u-contract-v1","latency_ms":23.641959000002544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378675260996684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_820","prompt_sha256":"f2636881243e7ab9d62500d8709a68911a1167069a61217dd99cd190bf23183b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0828742460749998},"components":{"alpha":1.0,"bonus":1.0828742460749998,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0828742460749998,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6547,"eligible_count":122,"excluded_count":18,"feature_sha256":"429147bf0ee9cbf05ec015f77d06d4071f6aa2bbe86657ddcd61e2865e59b646","formula_version":"titan-u-contract-v1","latency_ms":24.383416000006264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0495409127416664,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_294","prompt_sha256":"5480a77427976686fb15e0584f40ec3b91992ef32dcb7451f23cb4f6bc7a987e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759466798185215},"components":{"alpha":1.0,"bonus":1.0759466798185215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759466798185215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6092,"eligible_count":122,"excluded_count":18,"feature_sha256":"5eb53cb4b198e916f9127a4ec4d3f3f9caf3a74cdc5c782444028b1520ac9b1d","formula_version":"titan-u-contract-v1","latency_ms":26.571999999987383,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042613346485188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_787","prompt_sha256":"8cdc3c2c37d848d61ccbc7c6d4a6d1e618d6c841a3c6b6c8919da0fe491cb3c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0678593657406388},"components":{"alpha":1.0,"bonus":1.0678593657406388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0678593657406388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5352,"eligible_count":122,"excluded_count":18,"feature_sha256":"e432d16fadb8eb02ba22522b8a7ec8982b2b7bb525b2b75f7ec6e11b6a8453df","formula_version":"titan-u-contract-v1","latency_ms":22.788667000014584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345260324073053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_62","prompt_sha256":"416e7aaeddf833a6e208bdeb4f49356244be986ec4e38a42a4e4bc759050901a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714733175924167},"components":{"alpha":1.0,"bonus":1.0714733175924167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714733175924167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5727,"eligible_count":122,"excluded_count":18,"feature_sha256":"9555e8c15cb45df729b12260b0d3fd1dbbc0e2187cd38c623581d2ee3a0905dc","formula_version":"titan-u-contract-v1","latency_ms":23.159458999998606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381399842590833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_190","prompt_sha256":"96b29e3c52f25ca5cd9ad592d79fc6279b5ced043331c4bcf0c89458b3c7f468","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740138245444049},"components":{"alpha":1.0,"bonus":1.0740138245444049,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740138245444049,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5943,"eligible_count":122,"excluded_count":18,"feature_sha256":"471b85d143aeaf983105e2ed136fc3d92bff38957ff0903c53b6855e8539a02a","formula_version":"titan-u-contract-v1","latency_ms":24.59383299998308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406804912110714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_701","prompt_sha256":"e43324cb42711383fa465e22ecab986fe1a5782ea3857a22c10678e023a733c2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729861987987077},"components":{"alpha":1.0,"bonus":1.0729861987987077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729861987987077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5861,"eligible_count":122,"excluded_count":18,"feature_sha256":"32ad03fadb3ef518002de4cf168c6dd6665b7f5b265dbb39425dbb32d671ff08","formula_version":"titan-u-contract-v1","latency_ms":22.482167000021036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396528654653743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_754","prompt_sha256":"e29e4df31f0bea56f805b3d964868310b193d60e366b9f041af4a1b3058fdfea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654117785215718},"components":{"alpha":1.0,"bonus":1.0654117785215718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654117785215718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc3c8da874a9b9e80040e18eda57717f946e52a245f5a337ee9b9040e37c2a32","formula_version":"titan-u-contract-v1","latency_ms":22.399167000003217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320784451882383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_928","prompt_sha256":"90ae5bb6f4466b8345cf32b70ab7e404e113f1b4b26231e11dd35276ba9a38d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072607981889236},"components":{"alpha":1.0,"bonus":1.072607981889236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072607981889236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5827,"eligible_count":122,"excluded_count":18,"feature_sha256":"167ab35d2a98990ef1be0546c89c0870895d91842b8a391ce26845f1a6c802c0","formula_version":"titan-u-contract-v1","latency_ms":23.476208999994697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392746485559026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_301","prompt_sha256":"bb4ccf0a2ebeb2ae4d650b76fad4d925a8b414b84fd9035a5b5b132939c28a8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764819001032948},"components":{"alpha":1.0,"bonus":1.0764819001032948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764819001032948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6134,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4799827cce2d620888a9677f45e7068735820eb276f9732b0277d1b552c43ed","formula_version":"titan-u-contract-v1","latency_ms":25.033832999980632,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0431485667699614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_191","prompt_sha256":"91f314d563b2aad42ff5e86863f21c0800360990bc9eae21c3e5afb3eb7dc478","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725728996203476},"components":{"alpha":1.0,"bonus":1.0725728996203476,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725728996203476,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5824,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ea5f36469a7c50b793eba16ca1758499d0a08b8018c7fa5fba290981c2ffb4c","formula_version":"titan-u-contract-v1","latency_ms":23.230499999982612,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392395662870142,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_953","prompt_sha256":"8bca3285da096ac0c2c1f76d20c368de08f2816b78f50f1f915f611771ef7b8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754089374802964},"components":{"alpha":1.0,"bonus":1.0754089374802964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754089374802964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6059,"eligible_count":122,"excluded_count":18,"feature_sha256":"00b331e5f42f45c1f81048375e8eeb990dc35cff0621546eeea40111a4751cf1","formula_version":"titan-u-contract-v1","latency_ms":24.258375000016486,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042075604146963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_194","prompt_sha256":"ecb823286a20bfe08c31ec27a032571b8d044d0fdf3b9def4fbbf965c3cbd1fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705652858420172},"components":{"alpha":1.0,"bonus":1.0705652858420172,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705652858420172,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5644,"eligible_count":122,"excluded_count":18,"feature_sha256":"9eb18272421e8b8c6f7f92033fc2721478f36a519234281cfe5e5be85848c1a1","formula_version":"titan-u-contract-v1","latency_ms":25.313332999985505,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0372319525086837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_150","prompt_sha256":"217c6a6cd55fcf6b3eecde93dc97f2bdf5ae949b8905c801be927f1b64f59b49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075316000066957},"components":{"alpha":1.0,"bonus":1.075316000066957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075316000066957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6045,"eligible_count":122,"excluded_count":18,"feature_sha256":"5560de08c689fc0525d9d0f649d5e09738c30d75c3d0cc22164233fd0fbd91d7","formula_version":"titan-u-contract-v1","latency_ms":23.83341699999164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419826667336236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_960","prompt_sha256":"5677a93350fbdf32ae0d2834a0c45622812da2ab6a4e3076fcffa5d05e7b04a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726196902910183},"components":{"alpha":1.0,"bonus":1.0726196902910183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726196902910183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5828,"eligible_count":122,"excluded_count":18,"feature_sha256":"58196082b493e95cfc37f030f7cfd39615945eaa9998a1421932038f86ae8c2a","formula_version":"titan-u-contract-v1","latency_ms":23.97891699999377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039286356957685,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_542","prompt_sha256":"e8f1e547c7b9ab30659ebd35f40f20387612c99e244985d2dc42512a9ade834e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0747139299599684},"components":{"alpha":1.0,"bonus":1.0747139299599684,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0747139299599684,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5998,"eligible_count":122,"excluded_count":18,"feature_sha256":"1912455fe2245a92a12c9eba09211ee65e69fec29d59966283e4f1d9470830c3","formula_version":"titan-u-contract-v1","latency_ms":25.928166999989344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041380596626635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_764","prompt_sha256":"96df32dcb70fc1b42f5a67ff3fccaa02bb12b5ccac1ab735eaedb480624c0183","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0833810249919},"components":{"alpha":1.0,"bonus":1.0833810249919,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0833810249919,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6579,"eligible_count":122,"excluded_count":18,"feature_sha256":"f02506219c38fdb21ee255edc93560366a889eeadec92e58f562162098921139","formula_version":"titan-u-contract-v1","latency_ms":24.10058300000628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0500476916585666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_539","prompt_sha256":"ed7bd2d5f20e6cb3454470aea80c84441bfbd22c25cb9c89366b9804cd60bd68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746880942859653},"components":{"alpha":1.0,"bonus":1.0746880942859653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746880942859653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5998,"eligible_count":122,"excluded_count":18,"feature_sha256":"44a482a91113858f626d31ffef36b69095ae01ab68a1d3de07f1fba05782f41a","formula_version":"titan-u-contract-v1","latency_ms":26.113124999994852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041354760952632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_923","prompt_sha256":"84b1b424526c6bfc312fd44070e6a9dad7abde336c77ae2da5759704389d699d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0749477312874334},"components":{"alpha":1.0,"bonus":1.0749477312874334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0749477312874334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6024,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2946c9f837b381143b5ee22d8956f60d4ddd676464521d13cede915fd2b894e","formula_version":"titan-u-contract-v1","latency_ms":26.645958999978347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416143979541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_946","prompt_sha256":"1e92eb3febe401828eb9d1475cd18ad2772e0b8ed4acf67928c771f4ad68bd21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068430511457109},"components":{"alpha":1.0,"bonus":1.068430511457109,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068430511457109,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5419,"eligible_count":122,"excluded_count":18,"feature_sha256":"75dd19be67019669ec159657453540807de1e88365f777a8651007491f63dabe","formula_version":"titan-u-contract-v1","latency_ms":27.873083000002907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350971781237757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_484","prompt_sha256":"da2808ef13d38cad90c74e233a692decf51cf77c8cc4d6a8c011a2f96b19fba1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078299330108528},"components":{"alpha":1.0,"bonus":1.078299330108528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078299330108528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6257,"eligible_count":122,"excluded_count":18,"feature_sha256":"62d82a157203ecfd69bad51791ecf57ad50533e997d7add5b7bf3da98c624b56","formula_version":"titan-u-contract-v1","latency_ms":28.3481669999901,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449659967751945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_523","prompt_sha256":"125e498e0a7207cf1b1898bb5eac481bc7a336981f985f7ad30b628b8ac4f092","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0753425181076028},"components":{"alpha":1.0,"bonus":1.0753425181076028,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0753425181076028,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6048,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec7f5509e0ea783bd6b28fb9b80a0b3922e33155aa874463d3354affcadb6204","formula_version":"titan-u-contract-v1","latency_ms":29.17179199999964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0420091847742694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_27","prompt_sha256":"5558c798a3b30028c55b5645989949d92fa9284339bce5f04279acc2e7a77b6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732021630673785},"components":{"alpha":1.0,"bonus":1.0732021630673785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732021630673785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5879,"eligible_count":122,"excluded_count":18,"feature_sha256":"82d8f7e0cf3de65531bef90c53f59116fb7117996323591fcb1eaf67e5509922","formula_version":"titan-u-contract-v1","latency_ms":28.91820799999323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039868829734045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_48","prompt_sha256":"0a25a38db6aafe422187991ed772722cb8daa95c6f9d8e611761d20d2bb8eb3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670750361677945},"components":{"alpha":1.0,"bonus":1.0670750361677945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670750361677945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5255,"eligible_count":122,"excluded_count":18,"feature_sha256":"59a3bb1b2c7aee351d78f6613a61e2bad1be4f90366dadca4323e5bb18db4178","formula_version":"titan-u-contract-v1","latency_ms":26.654542000017045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033741702834461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_731","prompt_sha256":"c019c5c6e5086ac70e8ca61c8327fc9fbbf00aad3fe139688b7ec470b0666262","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0788652350096837},"components":{"alpha":1.0,"bonus":1.0788652350096837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0788652350096837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6295,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfac0d7fd76b1a40e383f93cb85818aca754656de5abfd6687c7fbb5138cc50b","formula_version":"titan-u-contract-v1","latency_ms":25.702416999990874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0455319016763502,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_721","prompt_sha256":"773e9c7172e53192772bf14b1fbd9313904a30c5f3b19ce83e91e51932f30b7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076676657590383},"components":{"alpha":1.0,"bonus":1.076676657590383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076676657590383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6144,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c93280ee23539c9e0bbad3a3bb501f3f9b75b0dc27f60d980c5f4fb20b9ea1c","formula_version":"titan-u-contract-v1","latency_ms":25.19004199999131,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433433242570496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_161","prompt_sha256":"d2dec95a874e2db40cdf4e4a46b0899d8fee3d6624195d76a84a8353f3a3090d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722830527955294},"components":{"alpha":1.0,"bonus":1.0722830527955294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722830527955294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5799,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fe1918f302cc20d0d71fceae1e84445b65df330dbd2880de7f694bac8a7ea8a","formula_version":"titan-u-contract-v1","latency_ms":25.63170899998113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038949719462196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_282","prompt_sha256":"48f09badbaa51171df46550382a9fb6c271797348da89eb55cf4c835010a0602","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0760146955316177},"components":{"alpha":1.0,"bonus":1.0760146955316177,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0760146955316177,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6096,"eligible_count":122,"excluded_count":18,"feature_sha256":"456a549969e3b112282bc1d15e447f2dd481d4dd29cd7a1b473752d43d5e9f2e","formula_version":"titan-u-contract-v1","latency_ms":26.478458000013916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0426813621982842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_716","prompt_sha256":"87123072bb28f5ace2f313c408deecfec4f20b23b3fb3ed1c2bc82e091b031a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0779325697834723},"components":{"alpha":1.0,"bonus":1.0779325697834723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0779325697834723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6236,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2a7de82541347a303fe67ebd637b0b121aa19a9bac0d1843f92ed23295eb9f6","formula_version":"titan-u-contract-v1","latency_ms":25.527041999993116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445992364501389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_291","prompt_sha256":"dbc5785b4f0943a66eaad6c283231815debbf75e72e6516e040cddd6a647d94c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0730818970668081},"components":{"alpha":1.0,"bonus":1.0730818970668081,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0730818970668081,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5867,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc224532d01b8b5261aff575261ce5f85c6a10472de7630a2ce487fce50d0fd1","formula_version":"titan-u-contract-v1","latency_ms":25.256584000004523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0397485637334747,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"PubMedQA_209","prompt_sha256":"e766a0eb667b59046cdbf37f393b0ac6b0fc6a9fa693b30d55141267677b4ead","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0669848032247227},"components":{"alpha":1.0,"bonus":1.0669848032247227,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0669848032247227,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5357,"eligible_count":122,"excluded_count":18,"feature_sha256":"17ee11ef4ec2280d9872e3eec073bcb2c55905dc7888465f0570c8cf8c043ccc","formula_version":"titan-u-contract-v1","latency_ms":23.99104200000579,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336514698913892,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_88","prompt_sha256":"7e01fffa1a7eb768bd644d20a06e8101266123e281f8b235b9d380dfbfa1eb88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761102152254203},"components":{"alpha":1.0,"bonus":1.0761102152254203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761102152254203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6435,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7ce37381dfb430860a07899d22064e6d0ecbb88f64879b22a4f7a40fda0d91b","formula_version":"titan-u-contract-v1","latency_ms":23.167833000002247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427768818920868,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_106","prompt_sha256":"530f2295e65642fce8c3165a97750fbc8813b78aeb36cfdd6bb558d98875abfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699059866700908},"components":{"alpha":1.0,"bonus":1.0699059866700908,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699059866700908,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5777,"eligible_count":122,"excluded_count":18,"feature_sha256":"aeb7831df56a3f40b9a48963c3a46bf3fee3bce4dd37fdda38ed511b88ab2a39","formula_version":"titan-u-contract-v1","latency_ms":23.071458000003986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365726533367574,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_90","prompt_sha256":"c24bebee791ba2eb95bf4d5495d36f3b53aa3df1922413ca5e84c4a78c2a7de6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0764680419373813},"components":{"alpha":1.0,"bonus":1.0764680419373813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0764680419373813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6467,"eligible_count":122,"excluded_count":18,"feature_sha256":"950a1ae4e576f54c54bf024b324fc0cfe993b6f5fa1dd442f4e27644391f3580","formula_version":"titan-u-contract-v1","latency_ms":24.40508300000488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0431347086040479,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_100","prompt_sha256":"88d6ea464addfad263ca72b2e70e9791b8f3ababf2ec8969c306a75b2ae0bc48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068001203329144},"components":{"alpha":1.0,"bonus":1.068001203329144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068001203329144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5517,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0edd7106bb121c5efdd09c99d7c992be64a95c30d8bb45d56fa9fe6db66b091","formula_version":"titan-u-contract-v1","latency_ms":23.20558400001005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346678699958105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_98","prompt_sha256":"818bba8ebd18e15457e5745393768130df61bd330115ad79e40b8144a427749b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374351},"components":{"alpha":1.0,"bonus":1.0655754057374351,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374351,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5132,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9a9a94e0366cf93a287a54e11a7f2076813654a0ae5c508fb3f96461a4db0c2","formula_version":"titan-u-contract-v1","latency_ms":23.378417000003537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0322420724041017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_111","prompt_sha256":"a2e3804cb2568f85ebbece86c38500abcc89781cc163fad95880020058e94fa7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769290975964945},"components":{"alpha":1.0,"bonus":1.0769290975964945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769290975964945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6508,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bba6ccb61fd7d0cd1ea7de90b6f092c2635588ff358b2eecc91ae0e290d26ad","formula_version":"titan-u-contract-v1","latency_ms":26.40520900001775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043595764263161,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_91","prompt_sha256":"e71d839c904d5f97435799380f61d6f97ea0df7e63f9fbe90ed1f9d46d58c1a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0699854883653799},"components":{"alpha":1.0,"bonus":1.0699854883653799,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0699854883653799,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5787,"eligible_count":122,"excluded_count":18,"feature_sha256":"2546d1f272482a35a41b2e2a67d4c434edb82ab172cc8f9578eaf741b87bebde","formula_version":"titan-u-contract-v1","latency_ms":24.556749999987915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366521550320464,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_101","prompt_sha256":"c262c952a50052493e8cc3365a044aba067a8ac6c4894b3cd6a69d2eb22456be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0786257206800234},"components":{"alpha":1.0,"bonus":1.0786257206800234,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0786257206800234,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6655,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb8de062430f0f4c98c20107635a34613bfde0c80caaffda075c3fddbd35900b","formula_version":"titan-u-contract-v1","latency_ms":24.73037499999009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04529238734669,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_80","prompt_sha256":"2463cd5bc94ad82340d0718b642c275e8bdc78ddd21ca2c5a118ebdb348a10ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080560564157558},"components":{"alpha":1.0,"bonus":1.080560564157558,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080560564157558,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6813,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ad2a845542477fa6229330ba1c98ebe995a83618ed8ef5fd6f9afd9be881d29","formula_version":"titan-u-contract-v1","latency_ms":24.852500000008604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0472272308242245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_103","prompt_sha256":"4819545d2340a3cefcbff623c08f07ef5105d847587f62f94d6a6ffcaa2ce0e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0734448380389652},"components":{"alpha":1.0,"bonus":1.0734448380389652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0734448380389652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6177,"eligible_count":122,"excluded_count":18,"feature_sha256":"10bbad518eef7b06819a784e78e0e73ca6c4580987bfb6aaf908f114b1d8b089","formula_version":"titan-u-contract-v1","latency_ms":23.41170799999759,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401115047056317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_94","prompt_sha256":"964bfbe8f56a6d947069f9afcf36af2911c902e25c83121b8d4d2cf9455ab05b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08406645105939},"components":{"alpha":1.0,"bonus":1.08406645105939,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08406645105939,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7077,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3cbc01a56d0a9a4c4c8dea94af38bb907d192e8c987ba3b578b98ef866fbd8c","formula_version":"titan-u-contract-v1","latency_ms":25.45562500000642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0507331177260566,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_92","prompt_sha256":"530a761caf9fbcf2b1de71769b36dfa3a36962ad4fd869b80d3ad91a54104a5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0833810249919},"components":{"alpha":1.0,"bonus":1.0833810249919,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0833810249919,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7027,"eligible_count":122,"excluded_count":18,"feature_sha256":"b895e78e05a58068177ed95fc51135d8281987efe2278e13fdaa54cffd78a837","formula_version":"titan-u-contract-v1","latency_ms":27.80479099999411,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0500476916585666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_96","prompt_sha256":"bc0257c6f1a4f1d53543ccdb1891635f68ebcdab2d905c1fc921591866c7e653","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804974295723706},"components":{"alpha":1.0,"bonus":1.0804974295723706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804974295723706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6807,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc01cf5e50479e9dec5a33a209bdbba39a80fb5cced5fdb1c5d0547da8fa62e3","formula_version":"titan-u-contract-v1","latency_ms":26.616791999998668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0471640962390372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_81","prompt_sha256":"691a57daabfcad0f2a58bd4177ac773c0b4cd35265d3df5d6074f87763945f67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1030342561826898},"components":{"alpha":1.0,"bonus":1.1030342561826898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1030342561826898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8237,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd36a7165edba033c61fbd40ff344202abb9af1e73c25448a241acdacfecc10e","formula_version":"titan-u-contract-v1","latency_ms":26.423665999999457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0697009228493564,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_86","prompt_sha256":"daff8235dbbf1a88241e16278ec9a3368b83454c6e77856c3b89f133afb2da02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076082888448887},"components":{"alpha":1.0,"bonus":1.076082888448887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076082888448887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6433,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c472b7b3ea37197b8bf232d3904cb1dd97970160e49f2f4aa18fcc9e8b371b3","formula_version":"titan-u-contract-v1","latency_ms":26.900291999993442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0427495551155537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_82","prompt_sha256":"6ea40dd885128401e1dd2ca6068cd4237950b142b2cafb4916ce418d0b31cb05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085559777833538},"components":{"alpha":1.0,"bonus":1.085559777833538,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085559777833538,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7184,"eligible_count":122,"excluded_count":18,"feature_sha256":"36f14b1066c4f7cf8fbb7f0cbd0eafb57728a9dcef830fd8c593321bc280dcdf","formula_version":"titan-u-contract-v1","latency_ms":25.44037499998808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0522264445002045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_95","prompt_sha256":"0c2e5da8d1c3402e86e02a49c9fe875038e06364e93e232332699c6ef26e71ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069192485155269},"components":{"alpha":1.0,"bonus":1.069192485155269,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069192485155269,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5685,"eligible_count":122,"excluded_count":18,"feature_sha256":"96a2891459be0568e8b4eff7b9cfc5fe8bf302179f44acd3a65bd729030e5f9e","formula_version":"titan-u-contract-v1","latency_ms":24.57295799999315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0358591518219356,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_99","prompt_sha256":"c1e7ef26ef8db3afb5c8eafd056a21bacc3931da13c4706cf6b2c6e626dae858","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.087902583529426},"components":{"alpha":1.0,"bonus":1.087902583529426,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.087902583529426,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7344,"eligible_count":122,"excluded_count":18,"feature_sha256":"105cfda9afc9e09ab78c4a71a1d0e1e2de56af90f0949797eae416186f8bbe7e","formula_version":"titan-u-contract-v1","latency_ms":25.120667000010144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0545692501960926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_83","prompt_sha256":"c33280424ffefe1c7c4b4cbe7b886d5f571f1801d901a5325597d8a6cdcf1a0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0788502126106294},"components":{"alpha":1.0,"bonus":1.0788502126106294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0788502126106294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6674,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf1c11fcbe88bad9533e104e653e8bc29d93871d7d998f43dbfd74a8d2bd3ef8","formula_version":"titan-u-contract-v1","latency_ms":25.656875000009904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045516879277296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_85","prompt_sha256":"86a6dfa4522fa2b5192e758d01a9b94ad84488181db86ce5a23f2f2df6ef75f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741395138958905},"components":{"alpha":1.0,"bonus":1.0741395138958905,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741395138958905,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6247,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba885d13b18709aeb9fa1edc51678667048c3b0d7818b376ef83bb1c176bf3ff","formula_version":"titan-u-contract-v1","latency_ms":26.498457999991842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040806180562557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_108","prompt_sha256":"c75adde123a7495369aa1fe85da82812f3fe2b6e8a8d32d1bd05943b3661f5bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0782993301085277},"components":{"alpha":1.0,"bonus":1.0782993301085277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0782993301085277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6627,"eligible_count":122,"excluded_count":18,"feature_sha256":"93583788b6eb096fb0f9eff4f29bc5d98267320be4b3345c2381815f45fb8d18","formula_version":"titan-u-contract-v1","latency_ms":23.783999999977823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449659967751943,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_105","prompt_sha256":"30a96d8816b50eb1159ce7f30a66b55d59c1776003849ec9c3370463c07d92d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073739817326572},"components":{"alpha":1.0,"bonus":1.073739817326572,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073739817326572,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6207,"eligible_count":122,"excluded_count":18,"feature_sha256":"6799037728d8b7d48a307d95114052f852f7118c02d9dce374a928e27f461d3a","formula_version":"titan-u-contract-v1","latency_ms":23.76833299999248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0404064839932385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_109","prompt_sha256":"1bcd436ff1d26ddd07a23891f104f27528a769e6ffd66adb0ea0bd0c4b3ab1c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774408481443423},"components":{"alpha":1.0,"bonus":1.0774408481443423,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774408481443423,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6554,"eligible_count":122,"excluded_count":18,"feature_sha256":"e089f41938faadc008a8ab331327e07b78baa2bbcbd7afcb798bbe87a33f158d","formula_version":"titan-u-contract-v1","latency_ms":24.084167000012258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441075148110088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_89","prompt_sha256":"52d01bc02dbfbbc9550ff0705a6e56f5927f7cee715183eda0f314919ba3c995","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07631606940062},"components":{"alpha":1.0,"bonus":1.07631606940062,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07631606940062,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6454,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6a7d84396aaa7131c8bb9790507a8e15d2f01570ea74e7ce9cd44cfeeee92c2","formula_version":"titan-u-contract-v1","latency_ms":24.460707999992337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429827360672865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_93","prompt_sha256":"781d4b231e8f0ed69bd5b628c67125e603e404fb55bf09b9eed248bc75ba57c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737150787394671},"components":{"alpha":1.0,"bonus":1.0737150787394671,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737150787394671,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6205,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad59abe8a1ef8ee3f0414fde9ece26e92d4ad786d0a539e176d4f6c7b33a621c","formula_version":"titan-u-contract-v1","latency_ms":28.923249999991185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403817454061337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_97","prompt_sha256":"23cd4b7b0b15de3f999a37567ea4759a003880ed92834d04eb69950e30ab2c6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077772590954372},"components":{"alpha":1.0,"bonus":1.077772590954372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077772590954372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6583,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6bee27da3e3f059a322057c6ded3a527eb8d6fd12a3f1ab4a4e66c9073a8341","formula_version":"titan-u-contract-v1","latency_ms":27.404208000007202,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444392576210386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_104","prompt_sha256":"5b53c49359a5f0a64758b33ed06a44a8f89c98c95e2063269c321b97df85b004","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1002557408677764},"components":{"alpha":1.0,"bonus":1.1002557408677764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1002557408677764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8087,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7964ff2fa6f070a033bf1c5a4f3a5057709d6c63e62653368c7da9120da6fcd","formula_version":"titan-u-contract-v1","latency_ms":35.03412500000991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.066922407534443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_87","prompt_sha256":"c859335842437dccf7cc50bea7a7622f900637ff8087e154cdbd4e7360d2cac6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070869247533283},"components":{"alpha":1.0,"bonus":1.070869247533283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070869247533283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5932,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcbaf72684c13e099eaa9d291ea28e657de6b439c0bd0d60f76d9163bfd7d37c","formula_version":"titan-u-contract-v1","latency_ms":33.36337499999331,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375359141999496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_129","prompt_sha256":"ec551e54afd60602960a744a3aeb92b131b92737bc2dac507fa2a4450805f464","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686073040703492},"components":{"alpha":1.0,"bonus":1.0686073040703492,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686073040703492,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5642,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b089a0568e1e247ab360e98501ccc12ad3a02d9c4ec28aadf58d505a2f1c56c","formula_version":"titan-u-contract-v1","latency_ms":26.324958999992987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352739707370158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_125","prompt_sha256":"373767071fde10eccfbafb82a5bcfd1968bfe66bedba40955e32b353991d4d6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701357974575003},"components":{"alpha":1.0,"bonus":1.0701357974575003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701357974575003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5843,"eligible_count":122,"excluded_count":18,"feature_sha256":"31a62c62585e55257ab160008cd2801e04c782dd67d69468ad2ecad1e5293d24","formula_version":"titan-u-contract-v1","latency_ms":23.984832999985883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368024641241669,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_115","prompt_sha256":"087f8506f9efadc7e5fa8cd4a215fc9e601dffd2fa1f539ce046ba0cf276258b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0698861833449855},"components":{"alpha":1.0,"bonus":1.0698861833449855,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0698861833449855,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5812,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9fef0f4b1c9a61c9f27356944d05f23353a602a00e27b90bc50cf9dca5dc183","formula_version":"titan-u-contract-v1","latency_ms":24.86479099999883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036552850011652,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_142","prompt_sha256":"359c85de60fba27c57eb8730814d407c37faf0e8e2bc39c04813bd09719d7e0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677196239240436},"components":{"alpha":1.0,"bonus":1.0677196239240436,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677196239240436,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5512,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ca171b881081e0f710d5e353e948aeecf9fea312927d3edd42f1ade7dcd3862","formula_version":"titan-u-contract-v1","latency_ms":23.425166999999192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343862905907102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_138","prompt_sha256":"b20737da7063ec0c420ab7a29dcc203f3ac738c0ee472da37bde1ffca494dba2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069807258487481},"components":{"alpha":1.0,"bonus":1.069807258487481,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069807258487481,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5802,"eligible_count":122,"excluded_count":18,"feature_sha256":"acb42f1623057bcbdef097f7036aa7334721f2b79565538768844bc81a4274b3","formula_version":"titan-u-contract-v1","latency_ms":23.195249999986345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0364739251541475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_118","prompt_sha256":"c9ae0ffb25715b2d45cc7c4523fc6bf7eddc8522f6fdc29e959433d584d1f7ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667348289582093},"components":{"alpha":1.0,"bonus":1.0667348289582093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667348289582093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5352,"eligible_count":122,"excluded_count":18,"feature_sha256":"8317fdbba8a480c5d71ceb1d9fa6a56fdb850e4f8c28d56e2c69fdb30f759a6c","formula_version":"titan-u-contract-v1","latency_ms":23.153333000010434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334014956248758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_139","prompt_sha256":"b34ad0028a5335b97beef766dd9da80a1c6d5ee2d634b13117ac4de8dfbbe170","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1054705198749082},"components":{"alpha":1.0,"bonus":1.1054705198749082,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1054705198749082,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8402,"eligible_count":122,"excluded_count":18,"feature_sha256":"18c6ace7ac191653716a77bcd8c51d3a80002a654d1b6e8a2cce9dd45a9eeb57","formula_version":"titan-u-contract-v1","latency_ms":24.058707999984108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0721371865415747,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_137","prompt_sha256":"89296b5ac96e6e583f11699c6b662339160795ddf6dafa2533700053428d3234","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667348289582093},"components":{"alpha":1.0,"bonus":1.0667348289582093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667348289582093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5352,"eligible_count":122,"excluded_count":18,"feature_sha256":"1da18bedd23d0f8940fce1bf14e72f849fbb26848d75a22212d065efc2236ec9","formula_version":"titan-u-contract-v1","latency_ms":22.923375000004853,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334014956248758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_128","prompt_sha256":"7de04994e09fc819b3ef81b965d372dcc14ee4223e38b0b97f0911cb16bc0154","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858678},"components":{"alpha":1.0,"bonus":1.0644268153858678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4852,"eligible_count":122,"excluded_count":18,"feature_sha256":"f78437587db1ad763e900ba360f94844bbab290f9427b42a1deaecbe8f6b0e1a","formula_version":"titan-u-contract-v1","latency_ms":22.579207999996243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310934820525344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_120","prompt_sha256":"ccce47eae57ee19989bbb6ff8b86335edd649ee34ee6512a4946d7f26b944a2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808460553254102},"components":{"alpha":1.0,"bonus":1.0808460553254102,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808460553254102,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6872,"eligible_count":122,"excluded_count":18,"feature_sha256":"1153a16fd0ba0c58d7a5b1eacc0558072c716f134a3a03b4d502b50e52c0cf04","formula_version":"titan-u-contract-v1","latency_ms":24.46983299998351,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0475127219920768,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_127","prompt_sha256":"4dc7e82a320b581ccc5e9b65bec57215c560cca316a8dc7a30c9f55a07f4c17c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676545884847308},"components":{"alpha":1.0,"bonus":1.0676545884847308,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676545884847308,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5502,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ed2d7dce0a83654e0973ab944697062b5ecf62ed19fd2d7503c46787bf343f4","formula_version":"titan-u-contract-v1","latency_ms":23.94129199998929,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0343212551513974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_124","prompt_sha256":"532ebeda1f55d531d9d4b43993f2016030a9b10d3bb0e70fe6da4bc4de0d8d64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066396242169157},"components":{"alpha":1.0,"bonus":1.066396242169157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066396242169157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5292,"eligible_count":122,"excluded_count":18,"feature_sha256":"b06ccb25ea07ab65711f5726dce5bd96d0f0b18c4205b463551da76098d01b99","formula_version":"titan-u-contract-v1","latency_ms":23.46775000000889,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330629088358236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_121","prompt_sha256":"deb7e3348c1f07d469712c42a225c603a4ae5c288fb6e2c228e71483135297f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0874733078620826},"components":{"alpha":1.0,"bonus":1.0874733078620826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0874733078620826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7352,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6a56a31ec4bb2123e4ef64f1150e095d4563cac38ad0429c3a2720500b3e7a6","formula_version":"titan-u-contract-v1","latency_ms":24.133541999987074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0541399745287492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_131","prompt_sha256":"8dec1159b1b85350f04bb988299bedf09d703455cf3fe3da3f179b3146e7cc0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661798372284572},"components":{"alpha":1.0,"bonus":1.0661798372284572,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661798372284572,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5252,"eligible_count":122,"excluded_count":18,"feature_sha256":"aeed775dfd0dbf00ef67e70a7b3fc41fa5b526b2fcab2e0119d90809b9017b66","formula_version":"titan-u-contract-v1","latency_ms":23.388292000021238,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328465038951238,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_110","prompt_sha256":"6f0b3205b0ca7cccbb40e5ef330d62756977867d64bbd207e65f8014a418c7e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668514166989234},"components":{"alpha":1.0,"bonus":1.0668514166989234,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668514166989234,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5372,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ecee1d9c1e46c180323f70d5247eb206f247913ce5a3323e9a84344a88a7cb1","formula_version":"titan-u-contract-v1","latency_ms":23.65983300001062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03351808336559,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_117","prompt_sha256":"f022833895b60d099e2cdd711a8ac6d7595c9863b1e38708a8f20b624ee90426","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065720212022133},"components":{"alpha":1.0,"bonus":1.065720212022133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065720212022133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5162,"eligible_count":122,"excluded_count":18,"feature_sha256":"59b50991d073e4aeb4683645761447dff93154644d31924b40adf3acf406d648","formula_version":"titan-u-contract-v1","latency_ms":23.8118749999785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323868786887995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_123","prompt_sha256":"8dd9144404c7c2533df796bba89e1dbf57222d70cff7b687b97d8f1124f3b221","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690434136706048},"components":{"alpha":1.0,"bonus":1.0690434136706048,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690434136706048,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5702,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8541fe20789acda8731be5c978d620a187bcd8ce94373f78b928e34bb109e29","formula_version":"titan-u-contract-v1","latency_ms":24.838124999973843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0357100803372714,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_112","prompt_sha256":"2fb35898b7fc4f235898f716623af6cbb66ed13e352a11bb535ae0b6fa9c6110","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0677851236613571},"components":{"alpha":1.0,"bonus":1.0677851236613571,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0677851236613571,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5522,"eligible_count":122,"excluded_count":18,"feature_sha256":"786b0bf674db723103f68aa1237b015aa69f898ed36612623e6dd37074221690","formula_version":"titan-u-contract-v1","latency_ms":23.965750000002117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344517903280237,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_140","prompt_sha256":"f8a4a7ebf8eed620e8ab388a232dbaebec2ab4ed2f3b4bc82b4d9054d9916355","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064392582796639},"components":{"alpha":1.0,"bonus":1.064392582796639,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064392582796639,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4842,"eligible_count":122,"excluded_count":18,"feature_sha256":"a615709f598743d087a16eb75f17ec6c06a280af8454515e33c801ffbe74d41b","formula_version":"titan-u-contract-v1","latency_ms":22.947083000019575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310592494633055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_133","prompt_sha256":"19ae587e870545e6b1d90b75c459beabb62104e7e5f67941d096b922bfc81f8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716500456364006},"components":{"alpha":1.0,"bonus":1.0716500456364006,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716500456364006,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6022,"eligible_count":122,"excluded_count":18,"feature_sha256":"39bfaef412aa06ddd460ef27fd092e6bad3e107c46d4a5def211359aea6d862a","formula_version":"titan-u-contract-v1","latency_ms":23.313000000001693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0383167123030672,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_113","prompt_sha256":"492b49376fe61ab555211dc77ca23c9e3accfd7da493907885ecb9b9085f338b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654348034077452},"components":{"alpha":1.0,"bonus":1.0654348034077452,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654348034077452,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5102,"eligible_count":122,"excluded_count":18,"feature_sha256":"6640152e5510bd7f673cc300ad37f9579e2e114df39d7d88b1bbe8514791c259","formula_version":"titan-u-contract-v1","latency_ms":24.43320900002277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321014700744118,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_149","prompt_sha256":"a56970ed4b3d75b9ce9837abb45bc20d7c9b70687a5c611d08446f0bdb152c2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661798372284574},"components":{"alpha":1.0,"bonus":1.0661798372284574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661798372284574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5252,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8f9b40c03ef25700b8da003a32580715e589958dac169594dfc708e213fcfe3","formula_version":"titan-u-contract-v1","latency_ms":23.486208000008446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032846503895124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_147","prompt_sha256":"52a95accc9cb624780caf76cd57b49de6657b632b306dc7785a845c0bed4d5e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067274130817617},"components":{"alpha":1.0,"bonus":1.067274130817617,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067274130817617,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5442,"eligible_count":122,"excluded_count":18,"feature_sha256":"27d90cf475f9d76c0be3f34ff34cde4e258ebcb87ddf5822e7eb7db83570e90a","formula_version":"titan-u-contract-v1","latency_ms":23.262165999994977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339407974842836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_114","prompt_sha256":"2fb890c846b8b2edb5c7dd1c61088a7d27ff45f466c9fea9a497290af39f8924","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679258518268018},"components":{"alpha":1.0,"bonus":1.0679258518268018,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679258518268018,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5543,"eligible_count":122,"excluded_count":18,"feature_sha256":"9db2d242c497eb217809406ecd522569c0a1881093a5a5a4d75523b032f3f4db","formula_version":"titan-u-contract-v1","latency_ms":23.920458000020517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0345925184934683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_146","prompt_sha256":"6caf7ac2c7c2f340ad3831f5370072e9e10ee31daf65306e53ae35939a2157a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"927c1e01b42b94c9302cc90a010e61fad9a4242f5b42bb17ec4ed374cd38b6ef","formula_version":"titan-u-contract-v1","latency_ms":21.99391600001377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_136","prompt_sha256":"85f5fbf20d63a7d883cc8e7761f94b4d16c63869967bcdf5dd4eee0fa968d05f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0816184379495848},"components":{"alpha":1.0,"bonus":1.0816184379495848,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0816184379495848,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6932,"eligible_count":122,"excluded_count":18,"feature_sha256":"6341b1578dab292b91bc60c8239f2e9cd8982b3d453747135bd5214501d7d0c9","formula_version":"titan-u-contract-v1","latency_ms":24.608667000023843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0482851046162514,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_143","prompt_sha256":"0fc6d3dfb045e6c369aafaf7a0e8d7eb89578cc2ae8fc960f43051f0939c773f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0679844078040182},"components":{"alpha":1.0,"bonus":1.0679844078040182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0679844078040182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5552,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecceacc2076a9bd6e7179049940e93168140a2dbdb693dc783679b3e24919e41","formula_version":"titan-u-contract-v1","latency_ms":23.320083000015757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0346510744706847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_122","prompt_sha256":"18b98a7f79b101b3b6ce8a432af1c9699a4385ab998e81f97e08c8a6e9b04d0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065720212022133},"components":{"alpha":1.0,"bonus":1.065720212022133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065720212022133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5162,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2b338d89287f2ff6921f0dc1913d7bdabddbc2f657b64e3d3feffbc93027f82","formula_version":"titan-u-contract-v1","latency_ms":23.726166999978204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323868786887995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_134","prompt_sha256":"8a15fa8cff9c6227d3da81122d308c99d294631f0abb34742ff14026a272c438","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066620103557259},"components":{"alpha":1.0,"bonus":1.066620103557259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066620103557259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5332,"eligible_count":122,"excluded_count":18,"feature_sha256":"90faacf38c74d777bae25470a8fcbaf6c2450bead8fe275a6e5f76ccdac2a7f0","formula_version":"titan-u-contract-v1","latency_ms":23.685957999987295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332867702239255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_130","prompt_sha256":"88d22e99a2549dc9f144ff04359cf24f0d0c3413152fdcfd5d1d92d86dd63293","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709648103462597},"components":{"alpha":1.0,"bonus":1.0709648103462597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709648103462597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5943,"eligible_count":122,"excluded_count":18,"feature_sha256":"69920aa9efd9193da63d8521cbb550d3f97cf092711dcc90af1a8343b15d10ff","formula_version":"titan-u-contract-v1","latency_ms":23.462624999979198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376314770129262,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_132","prompt_sha256":"87d15adaa2f7ef7cfb6884e065ad45762ea2a510944c0ca765d552c55fb191ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4972,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0ddff1aa3eb3abb1422bca330d740fe8d0bffdf60ee73b36eb59c1a225a3688","formula_version":"titan-u-contract-v1","latency_ms":22.505292000005284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_119","prompt_sha256":"ab7de985a3a6bdf7a77fea7346851b70f243761cb90c9eec685ab80b31e66cd3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651662172226926},"components":{"alpha":1.0,"bonus":1.0651662172226926,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651662172226926,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5042,"eligible_count":122,"excluded_count":18,"feature_sha256":"182b6be02b9c3e74c24dfde1a04e71fc1d26a1c8a7167b19429ad9cbe6cc5320","formula_version":"titan-u-contract-v1","latency_ms":26.947707999994464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318328838893591,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_126","prompt_sha256":"a8e9491797d83bede690cfa89a45af0ad0ec7b284e50e170622d77fdd73bb633","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694195600008922},"components":{"alpha":1.0,"bonus":1.0694195600008922,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694195600008922,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5752,"eligible_count":122,"excluded_count":18,"feature_sha256":"81a5b9ba1bd5c92b5e860a2a630eb0ff618dfe3676151302ea4453af54756b96","formula_version":"titan-u-contract-v1","latency_ms":26.952292000004263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0360862266675588,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_141","prompt_sha256":"240ee901b548c265f522b097352e41803e2f9d0d2f81b11b3095c615b5dbb558","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073493715776902},"components":{"alpha":1.0,"bonus":1.073493715776902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073493715776902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6219,"eligible_count":122,"excluded_count":18,"feature_sha256":"4168e3584acbce76338c71cd881e89f7cdf1f88686c86465ddf6772dbb0b734d","formula_version":"titan-u-contract-v1","latency_ms":27.246333999983108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401603824435686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_43","prompt_sha256":"3c06fe4cc711f2983944797f3390622e89ecdd9e6bdc03c646fd2b142dba2a03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0732021630673783},"components":{"alpha":1.0,"bonus":1.0732021630673783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0732021630673783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6189,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0c8af19e01b5c7171ac4ff8613d5e3eff973744d31e1dab8137957075d069c5","formula_version":"titan-u-contract-v1","latency_ms":28.343958000021985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398688297340448,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_46","prompt_sha256":"460245b34519f058550aaf8ed82656e1b66a97c36ad3b18555219c2b7911cbd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1020044273107525},"components":{"alpha":1.0,"bonus":1.1020044273107525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1020044273107525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8219,"eligible_count":122,"excluded_count":18,"feature_sha256":"3678fdb77b51a59b266bdacaf56c2baa0a0a8be9a4403df1427d855b8539dafa","formula_version":"titan-u-contract-v1","latency_ms":25.79949999997666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.068671093977419,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_47","prompt_sha256":"5fe80f24d3ee5ba0550593c4109f49b0958e3b481f2c4b0509d351b4d4328c0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0920902585466554},"components":{"alpha":1.0,"bonus":1.0920902585466554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0920902585466554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7649,"eligible_count":122,"excluded_count":18,"feature_sha256":"c89a1fed3eaaef1202faa4e37fdadc916dc77017c6ec51052abb0c8bfc00cc00","formula_version":"titan-u-contract-v1","latency_ms":24.363207999982706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.058756925213322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_48","prompt_sha256":"c39352c4c2dee11839d3556176799e9d7be5b67048c4d51cb855174488ff494b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077772590954372},"components":{"alpha":1.0,"bonus":1.077772590954372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077772590954372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6619,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b6cb7c252aa4f522155dd9fa0592f535dce33f8fc1cadfd406e2422931e8fda","formula_version":"titan-u-contract-v1","latency_ms":25.166500000011638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444392576210386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_50","prompt_sha256":"b09291125cea6f7d1700ef96f3993c8faba0f54e8b419a9099b385dbd4523b50","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07788885457291},"components":{"alpha":1.0,"bonus":1.07788885457291,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07788885457291,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6629,"eligible_count":122,"excluded_count":18,"feature_sha256":"b59e77eedebc0bfcdbfd659b7dabd35977ab5868cb51aee339ea2cc1ca85ac5f","formula_version":"titan-u-contract-v1","latency_ms":23.38754200002313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445555212395765,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_61","prompt_sha256":"07af61508ae08da12815207f4f31a768614b6986ca65d8eb832e968aa2f80061","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274386},"components":{"alpha":1.0,"bonus":1.0700254122274386,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274386,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5829,"eligible_count":122,"excluded_count":18,"feature_sha256":"7825db27cdac6649e0e9b00280388bd0e67f8f6fe89097da89c0d8e844be8f44","formula_version":"titan-u-contract-v1","latency_ms":23.71212500000297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0366920788941052,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_63","prompt_sha256":"45b5c591937fa83abb20d319578e7e4d72cb2b14d4a7477e4cb64b348d25b61f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070186260803464},"components":{"alpha":1.0,"bonus":1.070186260803464,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070186260803464,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5849,"eligible_count":122,"excluded_count":18,"feature_sha256":"049552130d8b85e3f82f407875c31d88a71cb75fadd2f9ad6d8af77692aac645","formula_version":"titan-u-contract-v1","latency_ms":22.774541999979192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0368529274701306,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_64","prompt_sha256":"5a534b576e5b00a9ef425de2646f79ce47f883e09eb0bc3494af892a747c6431","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0942286131391832},"components":{"alpha":1.0,"bonus":1.0942286131391832,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0942286131391832,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7779,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa853330e6c418942dc2c1b01e3155bdb026844ef5c97d1f8f9926efefb57ff8","formula_version":"titan-u-contract-v1","latency_ms":24.176124999996773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0608952798058497,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_67","prompt_sha256":"964b07499615f167fb429d61e1a899ccd3e58f2fc9e114c04b24a0f4a6e8edf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807030263906916},"components":{"alpha":1.0,"bonus":1.0807030263906916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807030263906916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6860,"eligible_count":122,"excluded_count":18,"feature_sha256":"50c2ac2d02120d17fed2eaf82ca7af5501d0c4471e93d3d4785ad6a7acbec4ef","formula_version":"titan-u-contract-v1","latency_ms":23.87483300000781,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0473696930573582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_68","prompt_sha256":"67183efe280b866e859a410d4db35a1ef6a903372c9a8be9a74259853837bb44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070267376786054},"components":{"alpha":1.0,"bonus":1.070267376786054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070267376786054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5859,"eligible_count":122,"excluded_count":18,"feature_sha256":"12682072c0e9a4ea30660342a68649f16c44ca4ea8d77cff901044b0774d9321","formula_version":"titan-u-contract-v1","latency_ms":23.522999999983085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369340434527206,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_69","prompt_sha256":"43f1c63f5ff746a4cd79fae8acf76395f353b459f81974fc02d96cbeb96a8436","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0809576917021313},"components":{"alpha":1.0,"bonus":1.0809576917021313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0809576917021313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6880,"eligible_count":122,"excluded_count":18,"feature_sha256":"bad15675b190fff102e8f81bf06a79c46d81a751d4f2f89de9f854b70f4df3a6","formula_version":"titan-u-contract-v1","latency_ms":23.92487500000584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0476243583687979,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_70","prompt_sha256":"948825255c7d797e89bbe0c8ad75707d8f95940febaba67b46495514f1978225","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068589494526546},"components":{"alpha":1.0,"bonus":1.068589494526546,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068589494526546,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5639,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0a9f9339713e1ce0343f7a0084222ba6b0bdee8d768c714ad8c9ce0e4b83b74","formula_version":"titan-u-contract-v1","latency_ms":24.857124999982716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352561611932125,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_75","prompt_sha256":"c604dbad85f002c73f1ec73a0efeccd735d763022ba8515aba1f4beb07d71d3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719863608332425},"components":{"alpha":1.0,"bonus":1.0719863608332425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719863608332425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6059,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9ff81cdac27e88c2fb90e58dec8391ee68a3ba7b14dc8981963c3f3a60141c0","formula_version":"titan-u-contract-v1","latency_ms":23.527833999992254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038653027499909,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_77","prompt_sha256":"02ac298cdc072720659baf9fda42b4aaf65dffb0ff7e0d9499e01af7b9154bb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705964495609455},"components":{"alpha":1.0,"bonus":1.0705964495609455,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705964495609455,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5899,"eligible_count":122,"excluded_count":18,"feature_sha256":"fadc0836e9317d504d28d52eefa75366b8d5e0b59b3fe5ad50d15f4aa858bb80","formula_version":"titan-u-contract-v1","latency_ms":24.420540999983587,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037263116227612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_79","prompt_sha256":"daadeb2f4f1121f53432eb76381dc3911a21fb1e9d3e7afbfbf7f467d6465971","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715173273505663},"components":{"alpha":1.0,"bonus":1.0715173273505663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715173273505663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6020,"eligible_count":122,"excluded_count":18,"feature_sha256":"971a44fc1c1dc95ada05520f5cc25ced369a093de6515c3b59f93a6a1163fce4","formula_version":"titan-u-contract-v1","latency_ms":27.392125000005763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0381839940172328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_1","prompt_sha256":"a0598a85ea4790166227edccdddf6c3f5c4de2e083bbe1d2e78bd6257c66518e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728909580253252},"components":{"alpha":1.0,"bonus":1.0728909580253252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728909580253252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6170,"eligible_count":122,"excluded_count":18,"feature_sha256":"5926f1ed54bc150ca6c20f24766119a269ada094247a8718dfe636fdbad48f09","formula_version":"titan-u-contract-v1","latency_ms":23.581415999984756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0395576246919918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_2","prompt_sha256":"4440350a89ec3e5e1be9745ec97f07a7035eab4cbf7d42a6a6d1936ce98ec94f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c2d6ff9b4eaef7915a4ca88b84a99439f6478eeb647bd27e47a8e1eb98c640a","formula_version":"titan-u-contract-v1","latency_ms":22.089040999986764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_3","prompt_sha256":"39742d911497e544544cfe22a7f919d839c871778e2be17f871ddd5f070e9df0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756226721357718},"components":{"alpha":1.0,"bonus":1.0756226721357718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756226721357718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6440,"eligible_count":122,"excluded_count":18,"feature_sha256":"61cff48f204438ab48dc27e40aa448b07b9e7ce8960897da2be3335424826852","formula_version":"titan-u-contract-v1","latency_ms":25.908708999992314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422893388024383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_4","prompt_sha256":"6ad31f2ca32e3bff9d30c178647e9cb91d090e4683e8376c9ba3d32841ff177b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0719637390380794},"components":{"alpha":1.0,"bonus":1.0719637390380794,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0719637390380794,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6070,"eligible_count":122,"excluded_count":18,"feature_sha256":"6977d0817bc107d449a0ee24b0174368253d8f87e11523e16e8b5a4573f45427","formula_version":"titan-u-contract-v1","latency_ms":24.062666999981275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038630405704746,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_6","prompt_sha256":"2d5f448bd36f60ad9ca47e2cea349f8f817ad123c5a75c574c00d73fb594efa1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068153667696039},"components":{"alpha":1.0,"bonus":1.068153667696039,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068153667696039,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5590,"eligible_count":122,"excluded_count":18,"feature_sha256":"baeb44a944c17949a186dac0d56d5325f443bb8c91d652ff8bb24de15a8d2178","formula_version":"titan-u-contract-v1","latency_ms":24.8583329999974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0348203343627056,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_7","prompt_sha256":"c0cdb2aff67218ea57cabe1ef3c365130cf14bb8008e7732fc598af06b369c77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666486102801147},"components":{"alpha":1.0,"bonus":1.0666486102801147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666486102801147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5350,"eligible_count":122,"excluded_count":18,"feature_sha256":"88ee8c4b5f655d77a4396dafb96a732f5e60d5237d7317c6581f2dac56af4ebb","formula_version":"titan-u-contract-v1","latency_ms":23.2594580000125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333152769467813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_8","prompt_sha256":"7dc9aa93b53ff3bb3c7709e8067159eda9b1524e37ee63cf577f2f774f4da354","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0674306220136742},"components":{"alpha":1.0,"bonus":1.0674306220136742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0674306220136742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5480,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6f51584b28eba611b7be2784a0721f9fb123a91e02c01bd989ddf0383fb9150","formula_version":"titan-u-contract-v1","latency_ms":24.160124999980326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340972886803408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_9","prompt_sha256":"6a2c6dd47e7a03830e531f89d028c1e920332d88611b20e55bb4d94176ca3461","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1017721555804991},"components":{"alpha":1.0,"bonus":1.1017721555804991,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1017721555804991,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8220,"eligible_count":122,"excluded_count":18,"feature_sha256":"f723d49ad2ad67c890e7377adb195e44cfc6a2eaae5f6c2b829e7341a66d23c4","formula_version":"titan-u-contract-v1","latency_ms":24.907084000005852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0684388222471657,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_10","prompt_sha256":"f7b787d1277f0835b1937b191353c8a6a6ddc8c1af361c95def1ca238ad85694","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654117785215724},"components":{"alpha":1.0,"bonus":1.0654117785215724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654117785215724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5110,"eligible_count":122,"excluded_count":18,"feature_sha256":"11c5cec949eb1deb38a9f363916824858c80d000c2ce2d7438a914f6a67c03c4","formula_version":"titan-u-contract-v1","latency_ms":23.460707999987562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032078445188239,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_11","prompt_sha256":"b19cba02297fc9f03afd67b01354a93111af08f61bcf2ff9de7b717eb8ba63ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068932824274987},"components":{"alpha":1.0,"bonus":1.068932824274987,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068932824274987,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5700,"eligible_count":122,"excluded_count":18,"feature_sha256":"421d10cbe4f5ef00093426fa0f075ae5fd73d110348580b37a9f9e2f516c4bd6","formula_version":"titan-u-contract-v1","latency_ms":23.623708000002352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355994909416535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_12","prompt_sha256":"4015a9637595ac9b73475e6b7796e10449694d4747e06cf065ce01317a2f6421","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594011},"components":{"alpha":1.0,"bonus":1.0637700093594011,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594011,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8a28c3fbfd779a8ec44db92d36be22d6d2ee0e84715995287e0bc8e6e492d18","formula_version":"titan-u-contract-v1","latency_ms":22.008666999994375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_13","prompt_sha256":"25771beb1851a1bfd99006825328eb7414913a0fd8939806eb4566f8e6906697","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076606942116063},"components":{"alpha":1.0,"bonus":1.076606942116063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076606942116063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6530,"eligible_count":122,"excluded_count":18,"feature_sha256":"5426e7f5ef18a43a11ba124cac70061cec1a5e29a9aeba865bcb6c268c052a60","formula_version":"titan-u-contract-v1","latency_ms":25.24200000001997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0432736087827295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_14","prompt_sha256":"5751e1a16b2d513f13ee0bf92d7fdf37d78123aff6c97cef30422e5b6ea4ed6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487793},"components":{"alpha":1.0,"bonus":1.0643756422487793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4850,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffdb62db3d313c7b8031739d0118e5c23aaaa3298a59013906d3fa47c6c64127","formula_version":"titan-u-contract-v1","latency_ms":23.133915999977717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915446,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_15","prompt_sha256":"8901f66b8ce48f6070f05cb1ccdec9ce9c6c4ecad93fe5e40f8527bff0aed4e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0841010136571692},"components":{"alpha":1.0,"bonus":1.0841010136571692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0841010136571692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7130,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9f40c3c9500e8edc0fda7d6469bbc99d2ec89bce05bf9a483a700c6e5ae7494","formula_version":"titan-u-contract-v1","latency_ms":23.81520800000203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0507676803238357,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_16","prompt_sha256":"921b562bf9be354cd09e410e4b2d304df4dfd04d6be288aaf20531b3d52f3919","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0667638013227203},"components":{"alpha":1.0,"bonus":1.0667638013227203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0667638013227203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5370,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e59acc7ac3f6ab25025581b8712d92ab4c6cd4aca92f15a270f8eb0b7da1cb2","formula_version":"titan-u-contract-v1","latency_ms":22.834749999987025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334304679893869,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_17","prompt_sha256":"cd3c485e710be851683478680fbb2d876ce685f7317e282eed1ed609afdb38f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644441074159317},"components":{"alpha":1.0,"bonus":1.0644441074159317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644441074159317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6eda0b4ae1bcce9d6e309972320c7191a5fe8fa2cb15e5772f812b5318ed83d","formula_version":"titan-u-contract-v1","latency_ms":22.60708300002534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311107740825982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_18","prompt_sha256":"08fbeb2c6b128562d9d3308e75883d5dc8a154cd3c2f009308ca086f5ca984f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0695346571348214},"components":{"alpha":1.0,"bonus":1.0695346571348214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0695346571348214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5780,"eligible_count":122,"excluded_count":18,"feature_sha256":"60b733c95a1f79707ec96d4a1927ab8e4648d849c87dff97392786b549e29179","formula_version":"titan-u-contract-v1","latency_ms":25.243541999998342,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036201323801488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_19","prompt_sha256":"286da28a48f67a6a7f05c4e16382cebf99042c7e1106c8363a202c841e4962f3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.104219977093559},"components":{"alpha":1.0,"bonus":1.104219977093559,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.104219977093559,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8350,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6e2d124f2c3b374a300cdd5ce89274d997daef9f77d29784f40ecdcd58c786c","formula_version":"titan-u-contract-v1","latency_ms":24.373083000000406,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0708866437602256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_20","prompt_sha256":"cd1ac9eb35b1a30bb959b19eef0b8eb628a3453edc78699da9ddc8b65726db87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071429422693114},"components":{"alpha":1.0,"bonus":1.071429422693114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071429422693114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6010,"eligible_count":122,"excluded_count":18,"feature_sha256":"061b79355c0b0e59cf0897a41c2b9ea960434288cc2e91e175cdbeacf1f101f0","formula_version":"titan-u-contract-v1","latency_ms":24.590917000011814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380960893597806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_21","prompt_sha256":"6f9fcd09f5fd711443eddfefce5e2a1b693f987b01cfdd11f84370e9c05e031d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070492822401206},"components":{"alpha":1.0,"bonus":1.070492822401206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070492822401206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5900,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5b81ad5c53afde300b583445b8b1342bfdcf4259788c044b733d305cb379adf","formula_version":"titan-u-contract-v1","latency_ms":23.7841670000023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371594890678726,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_22","prompt_sha256":"3d740a6743ad5c87c508d620e632734fed76259b6378dd4a50755859d207c84a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069305502563463},"components":{"alpha":1.0,"bonus":1.069305502563463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069305502563463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5750,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c25fd0f6665e3723f44fadbcde37d43057b52810740c17a793e0324133adc27","formula_version":"titan-u-contract-v1","latency_ms":28.998749999999518,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0359721692301296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_23","prompt_sha256":"acdb1bb19180b69006fb93273933e71a9a7a149d711cede7ecd8fd69a121d21f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659966030961356},"components":{"alpha":1.0,"bonus":1.0659966030961356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659966030961356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5230,"eligible_count":122,"excluded_count":18,"feature_sha256":"cabfe60d1a54a4b7c26e26ad156e4c7172a89e4230e918bf24ef38305edbe2ec","formula_version":"titan-u-contract-v1","latency_ms":28.488541000001533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326632697628022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_24","prompt_sha256":"b3a59f31486ac3aa9d245d8b71826da49058bb1e0e762c119322afc812c35f7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694578102068812},"components":{"alpha":1.0,"bonus":1.0694578102068812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694578102068812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5770,"eligible_count":122,"excluded_count":18,"feature_sha256":"6af35adad955034b8eb756ee244a90734b44eac7a3637011f10e0b6aeefa3972","formula_version":"titan-u-contract-v1","latency_ms":27.895791999981157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0361244768735478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_25","prompt_sha256":"ff8783d631ecd1850aff96fe9ff796b53832cd2442b013b99db191a4b2814ed5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067243181197472},"components":{"alpha":1.0,"bonus":1.067243181197472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067243181197472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5450,"eligible_count":122,"excluded_count":18,"feature_sha256":"40795e590eb0753925223bc65d94fc8cbf6b219be5ea907b94fb5daaf3972031","formula_version":"titan-u-contract-v1","latency_ms":26.573083000016595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0339098478641386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_26","prompt_sha256":"c7e7eab56f65e6aeebd0d5ba7d233ccbb006617483b379138ff5a3388ec66111","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073383901500297},"components":{"alpha":1.0,"bonus":1.073383901500297,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073383901500297,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6221,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f878ed72fccc872c662ec2393fa28b05c06ddc417d82a74d2592cc2bfed047c","formula_version":"titan-u-contract-v1","latency_ms":23.433124999996835,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0400505681669636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_27","prompt_sha256":"e4c6cb39d86987e798a8c332aca2b4eb8d240099bf973947219e4347c14be43f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0659453001033872},"components":{"alpha":1.0,"bonus":1.0659453001033872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0659453001033872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5220,"eligible_count":122,"excluded_count":18,"feature_sha256":"c820a97ae2d168395fad2649e779db02f3e58ecc371d17fd45acce75641f18ab","formula_version":"titan-u-contract-v1","latency_ms":22.25241600001482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_28","prompt_sha256":"02208ea9cec28a56c8db959aa0fc83fb083edcba3d5fe6c2743255ec4caadbc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0714294226931145},"components":{"alpha":1.0,"bonus":1.0714294226931145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0714294226931145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6010,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc28cbbd8af1301371eb0ff5f45a04d121112cd3b6a9ef8298042b328cf6cb05","formula_version":"titan-u-contract-v1","latency_ms":23.991375000008475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038096089359781,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_29","prompt_sha256":"091639c25d54aa7f84c2203d94697e6302991c97c2f1593ac539ab7f326d41ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066260114987192},"components":{"alpha":1.0,"bonus":1.066260114987192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066260114987192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5280,"eligible_count":122,"excluded_count":18,"feature_sha256":"35fe7436f8c3a0613384acf80a9ac6ca91b2559f6d6b44d78d32642e8203ca9b","formula_version":"titan-u-contract-v1","latency_ms":22.797375000010334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329267816538585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_30","prompt_sha256":"1dab234a16ebae3c532fb83450e5a9acd8d43984365079d19e87fdb84e9c8e6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658440940458882},"components":{"alpha":1.0,"bonus":1.0658440940458882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658440940458882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5200,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1d4db97182fe4c9ca55e8f75d0225ac531dc821be7303bd4ecd85bed51aac88","formula_version":"titan-u-contract-v1","latency_ms":22.25183400000219,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325107607125548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_31","prompt_sha256":"c4540fc09e63749650a6e5848ae3680c516b0aa1f5992c39a0fc902ead481692","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066822095202616},"components":{"alpha":1.0,"bonus":1.066822095202616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066822095202616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5380,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6c55672afee28610617a21621685c11f058437ab01f50ea7ce131f5ced0250d","formula_version":"titan-u-contract-v1","latency_ms":23.024666999987176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334887618692825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_32","prompt_sha256":"02c0429d082d7f257cbddb9f5f72007104908c0ea48044b85307d6bfdd2a3f58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0656472834913528},"components":{"alpha":1.0,"bonus":1.0656472834913528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0656472834913528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5160,"eligible_count":122,"excluded_count":18,"feature_sha256":"74e5edc5624a89e7f0b76c168a8a54ffb4be3b1f879e0965aa7f9477de51ee38","formula_version":"titan-u-contract-v1","latency_ms":23.97600000000466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323139501580194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_33","prompt_sha256":"d0d38c060ce1c9aa420640167309ecf9ba8f01b290ee3f88380d5d3662b36a70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067752315760776},"components":{"alpha":1.0,"bonus":1.067752315760776,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067752315760776,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5530,"eligible_count":122,"excluded_count":18,"feature_sha256":"2709902661fb5d950990ab127e3937d3c53065656cb27b4a52d4ba2f73c7abfe","formula_version":"titan-u-contract-v1","latency_ms":23.754667000019936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0344189824274426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_34","prompt_sha256":"c872a72f3534e94c1bd2cf344fa6a46d6bedad446d88ebaeeef9197a4d8d35c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649758249897037},"components":{"alpha":1.0,"bonus":1.0649758249897037,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649758249897037,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5010,"eligible_count":122,"excluded_count":18,"feature_sha256":"b61f9ccf530daad4119b1cbf1ac440df653cd7880d0da4da3fb072781537104d","formula_version":"titan-u-contract-v1","latency_ms":22.87862500000415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316424916563702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_35","prompt_sha256":"10259ecb7e2ca9d38ef26c383aa66f5406bc238396d2774a1c3cfa096b437315","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066479316636051},"components":{"alpha":1.0,"bonus":1.066479316636051,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066479316636051,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5320,"eligible_count":122,"excluded_count":18,"feature_sha256":"699d88e0c1d7483b79cb62c087b07392e00c49f67adcd064480afd270422c003","formula_version":"titan-u-contract-v1","latency_ms":23.937999999986914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0331459833027175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_37","prompt_sha256":"873aeb6faec1bcbc8c9731415f0137b5747a07d21f9cc7cc58ec9d65725a61fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065945300103387},"components":{"alpha":1.0,"bonus":1.065945300103387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065945300103387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5220,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a4b71a5a1bf5b13bf9914aaac363126e7f276b1c1e8248003f941598454c3c3","formula_version":"titan-u-contract-v1","latency_ms":22.05562500000724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326119667700535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_38","prompt_sha256":"c2e0108212683564be226dda311b1b63781bb558802b86c8474c3761f6c69e02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657941911140725},"components":{"alpha":1.0,"bonus":1.0657941911140725,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657941911140725,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5190,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a916319b6dccc799f0d3afde4fa63eef7570ea1e11e844146ef0fd812e5152a","formula_version":"titan-u-contract-v1","latency_ms":24.459540999998808,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032460857780739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_39","prompt_sha256":"a1ac77a67276ea25d355ccedca8c49913c45032cd97d762506c2e62fb65f2a1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0701056059158367},"components":{"alpha":1.0,"bonus":1.0701056059158367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0701056059158367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5839,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a26e00c28f865d5048fe06f17d42d284b9f6fc1a12e38458f7b139e61919a42","formula_version":"titan-u-contract-v1","latency_ms":22.98099999998726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367722725825033,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_40","prompt_sha256":"a4029ad22ddafd443864b46e103c16e809a6a094fe341c9ff7ac250ec4b7cd3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071114620967336},"components":{"alpha":1.0,"bonus":1.071114620967336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071114620967336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5960,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf88c9e3120e3ddecd8947ef5e180975943eaa8c065d6c28f0399d0bb30cec55","formula_version":"titan-u-contract-v1","latency_ms":24.94425000000433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0377812876340025,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_41","prompt_sha256":"8f580b49ce0d65b9b356cf5af2971f7b6e4daefd57f0efc7af67fb9c2d1959ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0706798694346034},"components":{"alpha":1.0,"bonus":1.0706798694346034,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0706798694346034,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5909,"eligible_count":122,"excluded_count":18,"feature_sha256":"019614e69077c3475172632a44a17b1df6a1df42514eddb8ad39201a13618f20","formula_version":"titan-u-contract-v1","latency_ms":24.95504199998777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03734653610127,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_44","prompt_sha256":"5fa835507ebdc6485e6e4d7430e7387af462c665fb99b97ff753e0c16470902e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725378817610591},"components":{"alpha":1.0,"bonus":1.0725378817610591,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725378817610591,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6119,"eligible_count":122,"excluded_count":18,"feature_sha256":"92cf9c28d712864c750dc1e72b356a2a8bb849e261f47edbd61e722e02c0c91d","formula_version":"titan-u-contract-v1","latency_ms":25.202333000009958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0392045484277257,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_45","prompt_sha256":"db5ab68a9bb5da1867ec73af3bde7f91c511059c84bdeeb66ab1f0e8087ada84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726431285614055},"components":{"alpha":1.0,"bonus":1.0726431285614055,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726431285614055,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6130,"eligible_count":122,"excluded_count":18,"feature_sha256":"24ba30762a2b6a31a253bf212246a0c6a531ef4228aae155c31ed872a0490fe5","formula_version":"titan-u-contract-v1","latency_ms":25.454709000001685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039309795228072,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_51","prompt_sha256":"c75ac4b26c8abe9624be2fc4ab0312bcefece9725d7163f828cceb54f708047b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738888479784583},"components":{"alpha":1.0,"bonus":1.0738888479784583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738888479784583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6259,"eligible_count":122,"excluded_count":18,"feature_sha256":"25bb39a591971e17b7fdb90d1799c44410f1e49492490f1be5da33bac7ce5c74","formula_version":"titan-u-contract-v1","latency_ms":24.815791999998282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405555146451249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_52","prompt_sha256":"51856c4e8f52271efc41473e2b8f4da857cd7a0e797dd2f114b7bfc716fa17ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0894239446836107},"components":{"alpha":1.0,"bonus":1.0894239446836107,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0894239446836107,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7480,"eligible_count":122,"excluded_count":18,"feature_sha256":"48e8c723ccfd76ce8cb29702a632365590635cd0887a2a2328d4c45ce73d9d9e","formula_version":"titan-u-contract-v1","latency_ms":24.661374999993768,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0560906113502773,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_53","prompt_sha256":"206829fd873401462844b1aa3691413ccdf977a27cdea5dfad369ad3ba383ec8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688051191926897},"components":{"alpha":1.0,"bonus":1.0688051191926897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688051191926897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5669,"eligible_count":122,"excluded_count":18,"feature_sha256":"a484a44d6580038f862c7462f22daf3a8cf3da298c150fe3576bc1cbe23266db","formula_version":"titan-u-contract-v1","latency_ms":22.888167000019166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0354717858593563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_54","prompt_sha256":"ae5d53df7b7b3c35cf2f8f703e00f0f20d5fb3d1815681c8d0b2093aaa384b25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1100370242980637},"components":{"alpha":1.0,"bonus":1.1100370242980637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1100370242980637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8631,"eligible_count":122,"excluded_count":18,"feature_sha256":"6932713628baa1a6996fd8840f3cf74a3d6b58101b3a527c1e7dc020b5741843","formula_version":"titan-u-contract-v1","latency_ms":24.187082999986842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0767036909647303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_55","prompt_sha256":"40da5c071ee4437374faccd459dda8f90b65b417c83109fb4166295567cd49b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0724796618118213},"components":{"alpha":1.0,"bonus":1.0724796618118213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0724796618118213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6112,"eligible_count":122,"excluded_count":18,"feature_sha256":"191792581477d1e751d25e5fd4bd1efd172c284675c3fec38e0b71ade51e61b2","formula_version":"titan-u-contract-v1","latency_ms":24.550916999999117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391463284784879,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_56","prompt_sha256":"fc9ca54bc0a133ecba093c98504deeb9249bef6223a129cbb1b8cf7af165fe4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702775486994016},"components":{"alpha":1.0,"bonus":1.0702775486994016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702775486994016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5860,"eligible_count":122,"excluded_count":18,"feature_sha256":"31c1cf3c08fcbd7b12976f03fb45fa809ea92361d875c074724bcc3552717af9","formula_version":"titan-u-contract-v1","latency_ms":22.63066699998717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369442153660682,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_57","prompt_sha256":"9bf3d22a4ea959991da9bc7efa82aab20cd368c449a03e311615b11045cf0828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0880339529686103},"components":{"alpha":1.0,"bonus":1.0880339529686103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0880339529686103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7389,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7a78accbb331efb505c46df345aa1919e1f10dae5be67b21f6fdae23d4209c2","formula_version":"titan-u-contract-v1","latency_ms":24.07687499999156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0547006196352768,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_59","prompt_sha256":"7b2c3b250394ecaf671bab4f8f021fc6fcca8a599491a9d42fa74a4fd9eac7b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0690249098185225},"components":{"alpha":1.0,"bonus":1.0690249098185225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0690249098185225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5699,"eligible_count":122,"excluded_count":18,"feature_sha256":"157a4c6dc3a57825a888a82674eb22e94e7f442b4efa7308664e9d40ae6d2005","formula_version":"titan-u-contract-v1","latency_ms":23.7904589999971,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035691576485189,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_60","prompt_sha256":"8c740c860d615826fed9667999c8130d60e3fa73a9872f117b14f7015eb17de0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0720885137198326},"components":{"alpha":1.0,"bonus":1.0720885137198326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0720885137198326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6070,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbaa40aac65346b756cf0f786cad9fe093144dd7b14531eb0fc4206fd6ab8225","formula_version":"titan-u-contract-v1","latency_ms":23.460832999973036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0387551803864992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_62","prompt_sha256":"3c6de949b40622ede7f1c9c87e3eecf36208ee1a474a0e9cf4b9804028e9fc47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0873063189598413},"components":{"alpha":1.0,"bonus":1.0873063189598413,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0873063189598413,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7340,"eligible_count":122,"excluded_count":18,"feature_sha256":"85892bbe13e30ee536987b2d03299e3e5b75e123f41999074c82655dcf6807d7","formula_version":"titan-u-contract-v1","latency_ms":24.034083000003648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0539729856265079,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_65","prompt_sha256":"ad3ee2a65b7b48ae2ea23c2b50053cabf49a5c03563876f9a4e0728c3dc27b1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085133070756762},"components":{"alpha":1.0,"bonus":1.085133070756762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085133070756762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7190,"eligible_count":122,"excluded_count":18,"feature_sha256":"e39abe56e6611b7a55e9b8c1d54308c8ae09069711b1a33d71247b81af1a6c3c","formula_version":"titan-u-contract-v1","latency_ms":24.30175000000645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0517997374234285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_66","prompt_sha256":"baa8b922cc4da6937cff9d3078bae5268a149d18f1463202fb8f9129dd072c33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725378817610594},"components":{"alpha":1.0,"bonus":1.0725378817610594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725378817610594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6119,"eligible_count":122,"excluded_count":18,"feature_sha256":"6b8635a8805a2aa66cd8ec426947a7e10d236d74d824df0cca208b5e42db20da","formula_version":"titan-u-contract-v1","latency_ms":23.819790999993984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039204548427726,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_72","prompt_sha256":"04effd05c4a2e77ebc7f99e060aa66a4c298cb0fbcb5f75f49c8e65a1de95f5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075878841343206},"components":{"alpha":1.0,"bonus":1.075878841343206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075878841343206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6450,"eligible_count":122,"excluded_count":18,"feature_sha256":"485b0420ecfcad4c2ba7d68b6f06d01118c906c639b2de86e8c294e9143449d4","formula_version":"titan-u-contract-v1","latency_ms":23.762874999988526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0425455080098727,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_73","prompt_sha256":"fc84e147e73ea361e082d7c8c2337958d2d109707c7bd0ee058ebbb7244269db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.074189989160437},"components":{"alpha":1.0,"bonus":1.074189989160437,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.074189989160437,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6289,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0cf49fb2bd79eb071ad50b17692ffcae3adc1b4c9447462e8e7c2f0dc24c845","formula_version":"titan-u-contract-v1","latency_ms":24.25604199999043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0408566558271035,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_74","prompt_sha256":"a8dc20dc3c2a3e2eef228aba334ba107b3ee87225236f7a9531c2df5c9de6e67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.082639890643468},"components":{"alpha":1.0,"bonus":1.082639890643468,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.082639890643468,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7009,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3dbdca30c3d1b8f188e9e521c2dc790d68e5e07607e5c1fe226844cd4f64a4a","formula_version":"titan-u-contract-v1","latency_ms":24.788834000020188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0493065573101346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_76","prompt_sha256":"6b2b42b5fc275b0ffcd2871067282d0a766bc0be4b7fae233012e803a7cdeec2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077112840101955},"components":{"alpha":1.0,"bonus":1.077112840101955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077112840101955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6561,"eligible_count":122,"excluded_count":18,"feature_sha256":"74e88deb9383c5d2f0f945e5378356ea9a023d4307ce192b4aa2966871323355","formula_version":"titan-u-contract-v1","latency_ms":24.00799999998071,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0437795067686215,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"ChessInstruct_78","prompt_sha256":"b4e93a97907129791320349649cafccb97cb9c0db23321e7c99e1a7f92196837","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861754},"components":{"alpha":1.0,"bonus":1.0640042329861754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"e82ff26686fc2c07fe51af4d85ef62c4d3aebfaeed52da1db10d98331ede508e","formula_version":"titan-u-contract-v1","latency_ms":22.493332999999893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030670899652842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_1","prompt_sha256":"6271618577134ef3e9af6d94bf8c53b4fd934a33e136d79cbe8768c6a4558312","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"01b67ab8b950b43fbeee05314b31a48ad251a987a0a9f96da2c49101b742230d","formula_version":"titan-u-contract-v1","latency_ms":22.547375000016245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_110","prompt_sha256":"7af5a1470a32935be2004ffd215c74031fb233c13afa19f2d6a3e14073a87e6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292174},"components":{"alpha":1.0,"bonus":1.0641318204292174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"990399f06932a191cb9cffc929ceecf58132cbcc374ed67760d76dfec7859954","formula_version":"titan-u-contract-v1","latency_ms":23.481541000023753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030798487095884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_44","prompt_sha256":"0c4e60e92de1427155c2489e4a6fd980ceb7f0a33f67d86174a51d026a1f9db7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890672},"components":{"alpha":1.0,"bonus":1.0639972134890672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee866a8695bda835b2b905c7d6ff18dbdde65df400bff0fa27830adb0b91a311","formula_version":"titan-u-contract-v1","latency_ms":22.632375000000593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306638801557337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_156","prompt_sha256":"fd9bda18d0e038d9f5e184d9ff5936e8e0962001ac56eda67b741e54ee54b122","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570326},"components":{"alpha":1.0,"bonus":1.0638343973570326,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570326,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2f25aaa3df52bdd8cbd5d3132c745cac88ab2a491573b6e3f4cde51dfb336e0","formula_version":"titan-u-contract-v1","latency_ms":22.837250000009135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_287","prompt_sha256":"615386e7d897cc07570a4d4cf8333cb8083941ba7a5d7345e8869f3b91d2bebc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e88b1e637405dd6f2bd529362419d9a5060b890fdca278d2c227d5f65424546","formula_version":"titan-u-contract-v1","latency_ms":22.947375000001102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_133","prompt_sha256":"15bec0a3ea5d3adab6fd6fd9ecd2ae52223ebbd6515cd66b1902a728635f9903","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"751394048264a7006430df012274ee3695d23662ac43bd5c9b612146f278ed81","formula_version":"titan-u-contract-v1","latency_ms":22.920333000001847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_80","prompt_sha256":"83cbf42816cc17a04983f7710d8039a1288405632b4d7940c04f607e62318c6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648992910130046},"components":{"alpha":1.0,"bonus":1.0648992910130046,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648992910130046,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4913,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec0e69e5eb8eea2587f4cf0fccf81f879ec713fd460ea50c08f02d88c2843369","formula_version":"titan-u-contract-v1","latency_ms":22.18058400001155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315659576796712,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_312","prompt_sha256":"83bcd95065c8043a69307b9655e0d6354f99c792cf90069bd54b447b6d250534","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064536812421252},"components":{"alpha":1.0,"bonus":1.064536812421252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064536812421252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4837,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0d1676a4a4edf9de1148615fe370de25a982d30c678dc1f7f138eb8c406dd88","formula_version":"titan-u-contract-v1","latency_ms":23.830957999990687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_95","prompt_sha256":"7121bccf6086e21942a5e2709266f1a5e2611a12c8fb91a84c84cd4fcaecdb58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815312},"components":{"alpha":1.0,"bonus":1.0639728761815312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"d91fe6d0246e8be1e9dad0c6d3032bd2433539d0d00f6d450aa9012cd0176444","formula_version":"titan-u-contract-v1","latency_ms":23.570875000018532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_260","prompt_sha256":"718de53d0570d081a1ba112dda7e24d61f13f466e7b8d067b55fd46fe9558845","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe0af0a78e9e9d7fbc0acace1f0cc96fa0d267e6b2d5c570c62fea9977e103bd","formula_version":"titan-u-contract-v1","latency_ms":23.79062500000373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_242","prompt_sha256":"a12336c9756e7a03793ffc62916606da4a1ade6cf27c5caed6f5c3b2209fa828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063879119660688},"components":{"alpha":1.0,"bonus":1.063879119660688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063879119660688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ee22dbda78ffec731b69bc3ad6e6cf5009d4d43247628dfe40cc11a1353f98a","formula_version":"titan-u-contract-v1","latency_ms":26.163749999994934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_21","prompt_sha256":"8487fcce637c6b581a48547451fcbff47a36cf0d09d4ac7b41f78940dc2b37b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648047099409825},"components":{"alpha":1.0,"bonus":1.0648047099409825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648047099409825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4891,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e144e57257b6c24c33775d7a06b96d224960d7715bdc25154a09dd226e46dd8","formula_version":"titan-u-contract-v1","latency_ms":24.818917000004603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031471376607649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_167","prompt_sha256":"9a68a94165937c34f5d2a3f35549da66bb0285327cc0a6f69462545ab1034bd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064185369190913},"components":{"alpha":1.0,"bonus":1.064185369190913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064185369190913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4749,"eligible_count":122,"excluded_count":18,"feature_sha256":"815a1b57100d866df280d6462b50c5f71075826a998c58f59d61e036686ceca1","formula_version":"titan-u-contract-v1","latency_ms":23.209209000015107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308520358575797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_83","prompt_sha256":"f93cdf7bec37e2d385a5ab1da1890ca09879b43c5907083a16465ae3c591fce8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"f744bdd102bf069f2ee1a76861baaa48138cea810444b98c8f6628c42f93155a","formula_version":"titan-u-contract-v1","latency_ms":23.311917000000903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_247","prompt_sha256":"daeb156609a24c2cab8b37b7233ae96ea64de3e4e330cd17742e9ce7cc8cdde8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"22fd1ba386711beefa0254e044e95b53db972389a12e0abd3d9743d485d3cf5c","formula_version":"titan-u-contract-v1","latency_ms":23.827624999995578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_23","prompt_sha256":"6d2def52b638c2e677bd276846a9a673ebeaf285c56252dc5eb769acc3c57ba2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"b837f4ec9d3016f0430776e1db32af388bc699357c1a6805aa8d617f03d076f9","formula_version":"titan-u-contract-v1","latency_ms":22.818874999984473,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_22","prompt_sha256":"832dcbfb6bfe53e13afadb7bfce11ff15713c2afe5098a5592e8841647e62b8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"051bbaa56938d3c5801537f8efefd203b4882d97fd9a98c42b67402d0875c481","formula_version":"titan-u-contract-v1","latency_ms":22.28383300001724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_187","prompt_sha256":"b7ba85740b9263d40e98ab0046e3d95cf65a0f1a4d9f58b01de01488d39fa2fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642483262848008},"components":{"alpha":1.0,"bonus":1.0642483262848008,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642483262848008,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4766,"eligible_count":122,"excluded_count":18,"feature_sha256":"0b52180ea26034119c451b8b9705a1f38d9ea974d5ee76e5c3c9b7e5e1d7c25b","formula_version":"titan-u-contract-v1","latency_ms":23.554582999992135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_20","prompt_sha256":"c453e7cdabe75622890168c355e6bc7b65ac28b2a72a98ce37122e95a7ed03ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab219c334cf9182968d5cbffeb26dc3b7081318f9734118df042e911b57b3397","formula_version":"titan-u-contract-v1","latency_ms":27.991415999991887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_28","prompt_sha256":"6300e45377075dab2da4b0fa34c7b8b8c75d9c8bcb4fb6267421c489e85a97a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064054190496189},"components":{"alpha":1.0,"bonus":1.064054190496189,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064054190496189,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ff3d4d09afb8d8ad811253f856823a94e13ab0213fad5359a28135507cafee5","formula_version":"titan-u-contract-v1","latency_ms":27.547416999993857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_40","prompt_sha256":"1a4cbe86a226382b466c46be48db6b959b2d73131eaf7fe2ba61d5aa53a8a6ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641507801117764},"components":{"alpha":1.0,"bonus":1.0641507801117764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641507801117764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4740,"eligible_count":122,"excluded_count":18,"feature_sha256":"a073800294dc8351dbf9bf5b9475e59b5be215c322ae92c590af9780356d1b57","formula_version":"titan-u-contract-v1","latency_ms":26.317375000019183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030817446778443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_43","prompt_sha256":"92b4bc4dafc99c5a1d93a20ecb07daae3741762e84e148012efbad3d1c0612b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e92cb884548774513c6c32e6d7083b57ecc8b351b4b74723dd577c4336bae36","formula_version":"titan-u-contract-v1","latency_ms":28.32129200001532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_56","prompt_sha256":"b366e766d5e0be8723f8165bd87a02e680049dabdba2a81e728972bcaf9be40d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"6df786e1c0c859096b8ee87ee0a75652de08d613837931cd4eaf32d0c1c04db4","formula_version":"titan-u-contract-v1","latency_ms":24.98258300002476,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_59","prompt_sha256":"54ecbe9ec979b71ac800e175a070c9d791cfda6baa7ee7a4a3ab2590434cd611","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"9469fd227f1bfdfe4f29a8d1d84a78ab09fe178e37aaee032223473ffbb5d17d","formula_version":"titan-u-contract-v1","latency_ms":30.473458000017217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_71","prompt_sha256":"1c5bb2d45d518c612c6d7dff9c5c6b1f8e28cc22dcdcbbfe1678f737cb3fd4ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642244975802813},"components":{"alpha":1.0,"bonus":1.0642244975802813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642244975802813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c2274f040792fb5289c5b25e6540403a554acd0d3eaab4353fd78b3efee9745","formula_version":"titan-u-contract-v1","latency_ms":25.41779200001315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308911642469478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_73","prompt_sha256":"d03ad6bc10993ac3330c2b83dab4d16563075f5f99c14e15b889af8314eaf8af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641970307760211},"components":{"alpha":1.0,"bonus":1.0641970307760211,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641970307760211,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4752,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c7348d864584c761f144ba0e51ce7883d50e7bb4ae04003de747c952f3ead4b","formula_version":"titan-u-contract-v1","latency_ms":23.601750000011634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308636974426877,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_76","prompt_sha256":"b4da1bf79e8bd08c5cec95d5981b473899d9bb193f1a7a08fe50b4fc0338c8a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442869},"components":{"alpha":1.0,"bonus":1.0640723806442869,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442869,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"7717fe063fb434d4345ba39c65f8f6262954b68f0f775706f1af7344b6d0f809","formula_version":"titan-u-contract-v1","latency_ms":27.434542000008832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_99","prompt_sha256":"96e65e9b7572e769b58e39d0b0fc4fe691a6b501d7eea4b083044a8cad7645f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950496},"components":{"alpha":1.0,"bonus":1.0640944506950496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab97b24407fae5bf321695b13a0cef5f9b3b5bd9628a1c5e3f5913f721a1999f","formula_version":"titan-u-contract-v1","latency_ms":24.07491700000719,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_100","prompt_sha256":"98a0c1c8c6b323bed51681951bb7e819902e0204d6aa34978a5efcb58d8d30db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649348021416616},"components":{"alpha":1.0,"bonus":1.0649348021416616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649348021416616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4916,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c60f4ebbdb11f9793b007e794ce0770063f39676db586f0dbed06c3c090c989","formula_version":"titan-u-contract-v1","latency_ms":22.292874999976675,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316014688083281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_105","prompt_sha256":"57e4d3bbe6b0c6dc676ab5a8fed1c04cbe640cebf07021acd63f2f125f836b90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640007195721253},"components":{"alpha":1.0,"bonus":1.0640007195721253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640007195721253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"33bb74d03e040935b55f91e3d0043472d56c81ad8f38f80edfbd6a1a2a430fad","formula_version":"titan-u-contract-v1","latency_ms":22.295958000000837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_139","prompt_sha256":"7b89cde3f2cf9ad40c178f93fd27acc1f428076c0ca2e5a86e17160eaa423cbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"df95a9051063decbf6304c6f3bba58162efc1179c7b96aa9dd0645dbdf87f92d","formula_version":"titan-u-contract-v1","latency_ms":23.105375000000095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_202","prompt_sha256":"12f8aa8aea651c619a87e8e631cdd032305d71a89542a3eb8932e14d48353d1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648096220686583},"components":{"alpha":1.0,"bonus":1.0648096220686583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648096220686583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4891,"eligible_count":122,"excluded_count":18,"feature_sha256":"08f1bca21140084ef89ae5e233a77c468f119568cbd4c6708ee972863aad0925","formula_version":"titan-u-contract-v1","latency_ms":24.843250000003536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314762887353248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_217","prompt_sha256":"9f57a29b166983a906aaec4a1d0555daf345d3a6b479f0c12c7cf2e568f2041f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"d03a8cd1e31e560ed3b75c68e96476f31b3f8ce2a35c14e9c9f6c9cf738576cd","formula_version":"titan-u-contract-v1","latency_ms":26.332375000009733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_229","prompt_sha256":"285a1757691ead4002ed90f4b319660b7481e8ca1d508ee435e17dd4f774d93b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06601596200526},"components":{"alpha":1.0,"bonus":1.06601596200526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06601596200526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5103,"eligible_count":122,"excluded_count":18,"feature_sha256":"14243c206ea60f3fa4b745c63bec119a521b3a14f490df131325e196153a0a4a","formula_version":"titan-u-contract-v1","latency_ms":25.400290999982644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326826286719266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_277","prompt_sha256":"37ab4633e9b0bc0fc70f2d3f43d72a2c6c30461ae771b405f8d387c2744f1694","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608208},"components":{"alpha":1.0,"bonus":1.0647463349608208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f485631c66e75c2a6d6c4add14c562393d371282b42a174c7202e6347fb5dd9","formula_version":"titan-u-contract-v1","latency_ms":22.327875000001995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_300","prompt_sha256":"bf8aceb5cbbfdc94acec4071c9c8c5bcfc29fc9dbe851b99c6cf5c58b71ac878","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642683850009356},"components":{"alpha":1.0,"bonus":1.0642683850009356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642683850009356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4770,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3bc398fa1a021f85ba64ef42421cb5e98d72153d7a0d0dbfc624132ead77bd8","formula_version":"titan-u-contract-v1","latency_ms":22.329708000000892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309350516676021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_3","prompt_sha256":"01d57878874618c3be997029a3aa1a26356510454f7b1736c68bd493ada574e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfc8695b8e6062194c4c8bd9b9a6c9519283a5626929ea0d8970d8427b0d3def","formula_version":"titan-u-contract-v1","latency_ms":21.63320800002566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_6","prompt_sha256":"a2e0736d59a131763bd4ea3be623556fb88dfcbbfc68b7e0d88c5efed3bf7202","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069657},"components":{"alpha":1.0,"bonus":1.0638064064069657,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069657,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"a57fb485fd07c07bd1da9b8d5ffa96dff9aca9ffd11b3a9aecad541ea8a74f2b","formula_version":"titan-u-contract-v1","latency_ms":22.145999999992227,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_8","prompt_sha256":"057314b38906dd60f9bfc92080f2a264930bcd9b17dcb9dc93c144e01ecfedd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064065082595985},"components":{"alpha":1.0,"bonus":1.064065082595985,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064065082595985,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"80216ecb56cb5dd64925d70f4b0a9a1edae0be552617b3e0431fe6f359c473de","formula_version":"titan-u-contract-v1","latency_ms":23.456457999998293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307317492626515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_13","prompt_sha256":"d032f05760d9d8a1bd062168cf772475a0e6300aa896df7ce9e5caba80b5904c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"661e895aa4bdb3b2ad880826d10593cce5aae9f25c364adb0ef22c459eb69168","formula_version":"titan-u-contract-v1","latency_ms":24.67183300001352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_75","prompt_sha256":"4bad2ec07b7d86ec1f0946fc965cbf0403baefedab2f529aebb935c8ad826dc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0d3e0ac1a594bd63976a094aea5338735dcaff290309a5d5c788a3c6095be94","formula_version":"titan-u-contract-v1","latency_ms":22.89987499997892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_84","prompt_sha256":"13655e91527325f6ddc0a0fc18d4f3d98af152b440e7e6df664a66ed7096ee1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064614223703826},"components":{"alpha":1.0,"bonus":1.064614223703826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064614223703826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4850,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb5b559e9ab013de7df9ae46154870b61fef027d0715cdccd185bcdca48dab6b","formula_version":"titan-u-contract-v1","latency_ms":21.640958000006094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_90","prompt_sha256":"ea1fa5e3c1e9af3d0498930bfb5fb123d4732a54a2dd2fd36e9d6764b835d54f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7e017d6d390e7551c399bb837d9b3b2a448137b5f13e8ad079b49403b69ce09","formula_version":"titan-u-contract-v1","latency_ms":24.271291000019346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_96","prompt_sha256":"9e41486e70ffdd8948eed1c158c56586e670ca56f80a7304d14355374f63c863","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647608299519662},"components":{"alpha":1.0,"bonus":1.0647608299519662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647608299519662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4881,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff4cddcd337f869363f44542f15fca4012222a2f84cfa4910e2591a2d1ab77d6","formula_version":"titan-u-contract-v1","latency_ms":23.495208000014145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314274966186328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_128","prompt_sha256":"f8881933346d9dbd395ab442fdcbcbb827cce5639b10714b933aadf53dfad763","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f38afc8958032fbb721cb7f1640580eede385da7e01c3538577bfde710ba02b","formula_version":"titan-u-contract-v1","latency_ms":23.857083999985207,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_134","prompt_sha256":"2c1e6f237e777e69f6a6e0541fda23d1b8c2ef69f85d58b36dab049cc374a133","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487785},"components":{"alpha":1.0,"bonus":1.0643756422487785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"201134b31d536f02c96c4156300bf0ab5864305cec53010d2ff4a6a9d285e427","formula_version":"titan-u-contract-v1","latency_ms":23.330875000027618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_136","prompt_sha256":"e77455d8167d3c2643f187429f33ca384cf21c856bf4d2bfdfde0e4a2a0bb8b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159003},"components":{"alpha":1.0,"bonus":1.0643213947159003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4783,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a26dcc2267ccc486bd506c84999e193badfed55cec7887a8dba479949e9e892","formula_version":"titan-u-contract-v1","latency_ms":23.011540999988256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309880613825668,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_142","prompt_sha256":"8ff8488092edcd47ece1d6cab22aa7c918f2c92a439cdfe3b6562e43a8f6fa7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443527},"components":{"alpha":1.0,"bonus":1.0641093106443527,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443527,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4741,"eligible_count":122,"excluded_count":18,"feature_sha256":"508f57e4234b22393f1a3e9c2cb69a462b9e9b9f4f0d5f00ec5044961bf76ef1","formula_version":"titan-u-contract-v1","latency_ms":25.056708999983357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_155","prompt_sha256":"cab353835108fcd4591ad57900d509c27e5fc362f9fd49f7b7c4cd76572f335d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f4295c939fa67c493c0e5a20cb969ace2c684d3a19be88612e5ebba42aeb922","formula_version":"titan-u-contract-v1","latency_ms":22.756208000004108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_168","prompt_sha256":"c660a0887b89c1cd32046f576a4aef91773c622164570ccd0c795d8e7f6804c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641814966501248},"components":{"alpha":1.0,"bonus":1.0641814966501248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641814966501248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"2120983c59dffe700370f8365cf1eb2e37550b5441c0edb402aeb0f9dafba565","formula_version":"titan-u-contract-v1","latency_ms":24.385790999986057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_191","prompt_sha256":"36a4d6262f9fef78d1c34dbed11c2487848b2498db1217b4726694714b9ea629","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ea1e743ec0bb598ce592d63e7851cced365d8d446b344d58da41ebf423a7861","formula_version":"titan-u-contract-v1","latency_ms":23.72737499999289,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_193","prompt_sha256":"e6ed0727ec2ebca29645d8a878810fc130aec6852efa720717f90b9618d1b007","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064154594032277},"components":{"alpha":1.0,"bonus":1.064154594032277,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064154594032277,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4745,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b16bce0ff988dfa6f0b1dc2f84f97780ec95d41d4d5e6438e5bd8784e12943e","formula_version":"titan-u-contract-v1","latency_ms":25.697624999992286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308212606989435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_196","prompt_sha256":"e7d5ea9d89952c5a2dd401fb56d20c46f69335eb39c856cbb999d4ad7c8c75f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"5851448fccf5a1cd2b5e4e92646d9b2c552bd2286facf1b39413f91f8a6adea5","formula_version":"titan-u-contract-v1","latency_ms":22.012291999999434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_198","prompt_sha256":"d00d77f8cf9ad27ac1154142d7ec674855a236b94223ede0d03aa97c896dde60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639937147370748},"components":{"alpha":1.0,"bonus":1.0639937147370748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639937147370748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"134972a9a6a5e3114269611e0555492fd6c7c313fefcc1c430570690caafde48","formula_version":"titan-u-contract-v1","latency_ms":23.09424999998555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_199","prompt_sha256":"5ed789c4fc41d81a175ab7656a75aaaa687ff3016e748c2d3231d05cba70d6a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644354467568713},"components":{"alpha":1.0,"bonus":1.0644354467568713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644354467568713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4816,"eligible_count":122,"excluded_count":18,"feature_sha256":"cca219f283a7b53f9e8b16462fe062a288f82b06b8a2594264085ac7d7fc7196","formula_version":"titan-u-contract-v1","latency_ms":23.905958000000282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311021134235379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_207","prompt_sha256":"9b079223ba6b009cec661c3e28c31d4eca9f6f8a1f402597c67ba17efccc5e29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d238540fa0e0f51b1b6492fcd60ce26676894c4f5850fc0753c3c7db014a972","formula_version":"titan-u-contract-v1","latency_ms":23.12516599999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_230","prompt_sha256":"008bc4e0c192bcf86bf1ac59e066e0bc4736efd3dcb4e565932945dd691146bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643090518324554},"components":{"alpha":1.0,"bonus":1.0643090518324554,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643090518324554,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7a12de1cf0ee998d268014f17c79c5210003c89a754304925596266472f30d5","formula_version":"titan-u-contract-v1","latency_ms":24.421667000012803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030975718499122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_231","prompt_sha256":"a2dfd4e6958fc7ad79f70923e60b61e0890d935c955deeae32a338bf30b6e00b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641892490588785},"components":{"alpha":1.0,"bonus":1.0641892490588785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641892490588785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4762,"eligible_count":122,"excluded_count":18,"feature_sha256":"b399ba02e8ebdfc037e26a0603f1fb0cadff47522cc3acbd06d8774de685f560","formula_version":"titan-u-contract-v1","latency_ms":24.01166699999635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030855915725545,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_234","prompt_sha256":"1c7f405c3fe0498218b35b02a266ad7573d23449a13026fc88a85662c5e40d72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064418213303634},"components":{"alpha":1.0,"bonus":1.064418213303634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064418213303634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4821,"eligible_count":122,"excluded_count":18,"feature_sha256":"a596948e2d474c5738008d4a6aa41ee1efa205e503d1f505a3320c86084a1d53","formula_version":"titan-u-contract-v1","latency_ms":23.35979200000793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310848799703005,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_235","prompt_sha256":"42b3e725d478d1642baa1f0f62122b9f400ca2d2551771947f9273a9abc4fbe7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"c72e20a764bc6c93a7fc1c1679d3dc50aa7c6c39daa4e451276d1ef6143a41de","formula_version":"titan-u-contract-v1","latency_ms":23.10304199997404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_255","prompt_sha256":"e75edcfa2199dcafd015292c4d9b2ce7a5b6e8dd79de82eeaf842c541de1ddab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637106},"components":{"alpha":1.0,"bonus":1.0641055846637106,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637106,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4728,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d95ec8537d05f04a2020f129c722974a7bff4c048c164eae53dd47be065096c","formula_version":"titan-u-contract-v1","latency_ms":23.737124999996695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_257","prompt_sha256":"72b7e2054168dc473e0be68b27dfc0da9cfc09aff81f9cfa023015edc68f32b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"e649b191bdfe8a4e4f79062ae8a284a6c950897d0c4c42ef489f21b775b2f824","formula_version":"titan-u-contract-v1","latency_ms":24.909082999982957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_261","prompt_sha256":"fd77f7e021727aa62b35e56cebc207be19b091d439e388dee482ffd59baa5c34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642523233766041},"components":{"alpha":1.0,"bonus":1.0642523233766041,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642523233766041,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4782,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd70a45594c2cf51e443c6e845fd9e49ea8e83d5a0d24bdbfa52a4d0a959aedc","formula_version":"titan-u-contract-v1","latency_ms":23.938499999985652,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309189900432707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_264","prompt_sha256":"83203e0264626f449540a6d53e83f249911e72e118091600e6c3ca9735b280b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643421126745383},"components":{"alpha":1.0,"bonus":1.0643421126745383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643421126745383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4800,"eligible_count":122,"excluded_count":18,"feature_sha256":"cecda714bda0a3644c055d013ada8f5d80e577050fcda6e877607c6670b3eb1c","formula_version":"titan-u-contract-v1","latency_ms":25.074375000002647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310087793412048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_268","prompt_sha256":"e6d8e254025f928890d8c99e4d7135777c268f644cba0cab3a7861439e03f3a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055759},"components":{"alpha":1.0,"bonus":1.0640326042055759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"365a2c78bb285df90c4fec1330f0ddf6ca01bfba9a14e848f1d0e01d207c14a4","formula_version":"titan-u-contract-v1","latency_ms":23.383791999975756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_279","prompt_sha256":"596f6c56edad5183d99a9caabc7c6e14e09ba32318b3ef2525daa657eb97830f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179366},"components":{"alpha":1.0,"bonus":1.0641393823179366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe413718daa8cd3e0fdc9d3b8354fd3a5711e1862970a7f07850ed97f917645c","formula_version":"titan-u-contract-v1","latency_ms":22.71783300000152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_280","prompt_sha256":"619754f76f31ed16a0fda108b27ec89ea6d16296e6e3fdf81605f37b97ac4a88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064474650355753},"components":{"alpha":1.0,"bonus":1.064474650355753,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064474650355753,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d2d6340c6ec962427a5eb71955f6dbe97acd27aa6f2fc41221a4f02d6037e49","formula_version":"titan-u-contract-v1","latency_ms":22.72533400000043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311413170224195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_297","prompt_sha256":"134bad0efde0792c5eb9b443935028927f9437079f202eaf48cc1cb4b2892afa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639421132338451},"components":{"alpha":1.0,"bonus":1.0639421132338451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639421132338451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"1263822d889a068c55c739054f17f2a2b1763c6d2d371c3c12c026e06e598eb9","formula_version":"titan-u-contract-v1","latency_ms":22.87049999998203,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306087799005117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_307","prompt_sha256":"4119e961c269c9f5c362517b8b047453e6d35fa6dbf7086156262ee9c88c8067","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641205325584595},"components":{"alpha":1.0,"bonus":1.0641205325584595,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641205325584595,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4744,"eligible_count":122,"excluded_count":18,"feature_sha256":"2717dec5775c6a1bc75c97d1f7fa5d84618ea2f875d1f16d0747efe6b691c6af","formula_version":"titan-u-contract-v1","latency_ms":22.947958000003155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030787199225126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_308","prompt_sha256":"cf206c4b6ff4a485fe12bec23d1b16a64d9845d2e161031ef16295e66a0d2b38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8ed7fcabd16e44aedc1d97c73be5e1c766329f9196d7e26fdd5c9febdf9dd67","formula_version":"titan-u-contract-v1","latency_ms":22.574292000001606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_344","prompt_sha256":"c54878b612f390d9b74491f63aba2bfa0c979e01a3f30ab68515389a638ec794","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"326e3877cb10446df312a79f93883eba2edd10c28cbec714516c3cf208ba46b0","formula_version":"titan-u-contract-v1","latency_ms":24.498958999998877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_348","prompt_sha256":"ab06109332c697853f35ee6d7b20c2a0a2c417da1a3e0708dbbc407740c78d61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641776314365945},"components":{"alpha":1.0,"bonus":1.0641776314365945,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641776314365945,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"07321767ba79a1d2ad01eebff97924ff5d4a370bccec29efdf8ad0413359b0dd","formula_version":"titan-u-contract-v1","latency_ms":23.889792000005627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030844298103261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_351","prompt_sha256":"5d66f7caeff4b1c7f1cb697e34d1158d9542ad1b27f4bf59e0ae37e3754eb110","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443112},"components":{"alpha":1.0,"bonus":1.0638597769443112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"65009a94a1fd655484fb02be6eeebc46e3ebf29936a37f020afc9bba2d71fe1c","formula_version":"titan-u-contract-v1","latency_ms":23.57675000001791,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_355","prompt_sha256":"bdde4e260096fa6128923de42dac7de53a00e357b247f4be05b671a777a008e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"52ce95a6d686eb4bffbe074b1a2c14a9f2de55da1147c3cc4dd8a7c405ab8a3c","formula_version":"titan-u-contract-v1","latency_ms":23.28191699999138,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_364","prompt_sha256":"1a026b71c927476e65e7cdac9ca55cddcac8a3d920011b97aed80cda8cd223b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648892107867372},"components":{"alpha":1.0,"bonus":1.0648892107867372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648892107867372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"f84aa64e27358a4454df4f385eda9017300e8ac6a717a3761dbb50b135abab6e","formula_version":"titan-u-contract-v1","latency_ms":24.163415999993276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315558774534037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_0","prompt_sha256":"7f1f50757a1013894ace40010a1b6f816122bd71fd8556ba6e022ef5f23955de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645912361089582},"components":{"alpha":1.0,"bonus":1.0645912361089582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645912361089582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4855,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a1b31f74f053a4688e97483840dbb02372018aecb1eb0482b3551e3958cc8e6","formula_version":"titan-u-contract-v1","latency_ms":22.846166000022095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312579027756248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_2","prompt_sha256":"629d428faf143ab2301608e14f41a4bc6d849cebfa2eff0959071ec5252a6cf5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c5464f7c51627c0ea13e3c19ce17c95e6b588e029678c4bc52eee3ce13edc89","formula_version":"titan-u-contract-v1","latency_ms":22.46162500000537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_10","prompt_sha256":"3ab28598cb6d44a4e5e2a5e8fbb22f5c3bf16cd9f44ade7fb118ff8db9ad8dd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063962555878965},"components":{"alpha":1.0,"bonus":1.063962555878965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063962555878965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"0bea31598e4e332810310dab012317cad914704541db450990c581fc5c108341","formula_version":"titan-u-contract-v1","latency_ms":24.21300000000315,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_11","prompt_sha256":"d4dcb6f233aa2fd36f1472f9d67036b9af878ad1b9e9204baeec8f64d1167cf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643255236592342},"components":{"alpha":1.0,"bonus":1.0643255236592342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643255236592342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4784,"eligible_count":122,"excluded_count":18,"feature_sha256":"0112e850a73af34ce94e2d97f7132a89328a68c549bfe8718cff08161e0d7894","formula_version":"titan-u-contract-v1","latency_ms":27.133915999996816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309921903259007,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_15","prompt_sha256":"b29afad209364abbaca6fcc88e93a1a2a381439e5524ec5d5458c527bdf7b6a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608206},"components":{"alpha":1.0,"bonus":1.0647463349608206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4878,"eligible_count":122,"excluded_count":18,"feature_sha256":"f59338ff855e9462d09f5496e6b1a4ed9d103c544448f71c0fbd85af3d417fc9","formula_version":"titan-u-contract-v1","latency_ms":23.237625000007256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_16","prompt_sha256":"36d2b354a1196153e9a5fd02aa9b01921c369b70b64a384b9ab5c5484dabd803","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643008598664665},"components":{"alpha":1.0,"bonus":1.0643008598664665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643008598664665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4778,"eligible_count":122,"excluded_count":18,"feature_sha256":"108161053c5afd7a12fd2ca85ff45f9abd1ca5c2886188475654deb3e2a11c02","formula_version":"titan-u-contract-v1","latency_ms":25.29624999999669,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030967526533133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_17","prompt_sha256":"a1986089817580056a83e2aa6a65e72b5eefc4a1579871d937ce037a69c66fc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646607477560635},"components":{"alpha":1.0,"bonus":1.0646607477560635,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646607477560635,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d910e8974a438112c62eea9426b232fbd8a99a02a2aeb6157dc1931d0bd5957","formula_version":"titan-u-contract-v1","latency_ms":23.976750000002767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03132741442273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_18","prompt_sha256":"3d749273b2f01b5affac66c9d8b0f450a40ed33e4efa40fab149ec3efd4cecb1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643213947159007},"components":{"alpha":1.0,"bonus":1.0643213947159007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643213947159007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4785,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bdc99be02f455c42500dee73a32aade1afe9e3a6bf9b1b0bcd51087c3da3f79","formula_version":"titan-u-contract-v1","latency_ms":21.843959000023006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309880613825673,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_19","prompt_sha256":"9164e886cde117354ff4360997ff586bf73789e58b1f40734b40a612c03d981a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"146393f309480c2526babef15253f469c0ac1e437c489802e0cb21b142a90580","formula_version":"titan-u-contract-v1","latency_ms":23.37387500000432,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_32","prompt_sha256":"09fa94103e92e221def3e602ccfcab61b27a71c9b6cc373dda82dd344e79801e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7756dc8c06927abca1d1a34032252fe60194b8c873a51a0792cd0ec9cf4160f","formula_version":"titan-u-contract-v1","latency_ms":23.030208000022867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_34","prompt_sha256":"52035f1bb3ceb86992fb60d776fe91ee176e86efdc9ec6ccfba41c74a023b3d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890672},"components":{"alpha":1.0,"bonus":1.0639972134890672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"be686fd6e8daeb613bc1cd8c7808fd2df00d001fe80b186535aa424f3186ae64","formula_version":"titan-u-contract-v1","latency_ms":23.3160420000047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306638801557337,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_36","prompt_sha256":"519aa55228fdfd062d141db0c75a339dd4cb73cd61116a724a9c214b5f1ac8c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640797080106357},"components":{"alpha":1.0,"bonus":1.0640797080106357,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640797080106357,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac481a1134c14cbc35d79b49066b01db94703184da3408dd3ec601b4fc775745","formula_version":"titan-u-contract-v1","latency_ms":23.143916999998737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307463746773022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_38","prompt_sha256":"cf376145d4bc7b1863486178d2473a41184f2d45746eef17803299bdcae544ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221217},"components":{"alpha":1.0,"bonus":1.0638888900221217,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221217,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ac3d5f3d9204fd3a031ea5aeaaeb32c0242427d61adcafc63372b967b2bcfa9","formula_version":"titan-u-contract-v1","latency_ms":22.950083000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_41","prompt_sha256":"4bc9142ef0a919a030a72e31d519eca693f4ec7aed47c9ebd6ffd9ca804b176c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641699229916253},"components":{"alpha":1.0,"bonus":1.0641699229916253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641699229916253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4761,"eligible_count":122,"excluded_count":18,"feature_sha256":"2107bce45f5ed3bef1692c25e8cb578ddc850b630d94013eb968f4de51ab3e6c","formula_version":"titan-u-contract-v1","latency_ms":22.876291999978093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308365896582918,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_42","prompt_sha256":"b318e79e12b64d5f199802dc13f24b97316b40bb1a6405ac1996efa143d61799","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647080035448686},"components":{"alpha":1.0,"bonus":1.0647080035448686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647080035448686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"c36f5868effca43c79ddff4bffd9afe7c2e1d0bae105090f6ec5fab3e1e52bcf","formula_version":"titan-u-contract-v1","latency_ms":25.56341600001133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313746702115352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_46","prompt_sha256":"d4426f6e8602f5080d1c80446da85faaffb0adab5c5ad5d909761e8443341fe7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641280504772441},"components":{"alpha":1.0,"bonus":1.0641280504772441,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641280504772441,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"5797dbc3ebee2747f8f9b54c067ee52c4e66fa220113806e43f77a8f6499d47b","formula_version":"titan-u-contract-v1","latency_ms":23.077792000009367,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_53","prompt_sha256":"236d2c97a173e5d3a46abe9a4ca7fc66f2157eb313927836896157facb6bb4bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975409},"components":{"alpha":1.0,"bonus":1.0639185970975409,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975409,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb0af0d7a06781ad22e23ea3c4b9c3cd0b167a547dae40be9aef6f178a8f272c","formula_version":"titan-u-contract-v1","latency_ms":32.71924999998532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_60","prompt_sha256":"b759d5bf58c5ad6f3d3f25c1c99c5383577f12c59f0af37ef4c2420dbf0bddaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644790429184128},"components":{"alpha":1.0,"bonus":1.0644790429184128,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644790429184128,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4820,"eligible_count":122,"excluded_count":18,"feature_sha256":"96878e80dac94236803245d635900a98d146024c5c7d0129b8cc8462d6d1e8db","formula_version":"titan-u-contract-v1","latency_ms":36.346583000010924,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311457095850793,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_66","prompt_sha256":"bc11707d748ed8b87fa14a69e3b6d758db6a000b0914d46b10dc811620fe8d79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641355977094742},"components":{"alpha":1.0,"bonus":1.0641355977094742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641355977094742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"0403a34fede816c6ee0ae15c0f3a75e809668e7302d5e7294f36861aeb645af6","formula_version":"titan-u-contract-v1","latency_ms":32.06670800000211,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308022643761408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_72","prompt_sha256":"019370066ca0999171a3072d305cf94e103d8937612907e6c2270b4678752038","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce7d521f81a1108f8851515b6f4e1b1f19693e3613bb41c611eba8cd279f122e","formula_version":"titan-u-contract-v1","latency_ms":29.15337499999282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_78","prompt_sha256":"01834bd9596c7f79fecf9171ce190d4288c169f345773bd7a1e779a00bd5fac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643883366751066},"components":{"alpha":1.0,"bonus":1.0643883366751066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643883366751066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4799,"eligible_count":122,"excluded_count":18,"feature_sha256":"b426900552ddc9c4cc475ee3f03d4610fba655b68e55a222b45051f430423074","formula_version":"titan-u-contract-v1","latency_ms":32.68341599999758,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310550033417731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_79","prompt_sha256":"705bba4a9f792ef9f31339af026760a3e318c341e981fe62c9c3362ad5da565c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643049521871069},"components":{"alpha":1.0,"bonus":1.0643049521871069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643049521871069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4781,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d9a2487ec8dc23b8eb815dd225b1a3fd5207079b86d2554144e74bb484af778","formula_version":"titan-u-contract-v1","latency_ms":24.377000000015414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309716188537734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_82","prompt_sha256":"cd4785f6f3e448a8e1578109c6381df4b3fa07e607aef6cc62e589bc2bd7996b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064651384403599},"components":{"alpha":1.0,"bonus":1.064651384403599,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064651384403599,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4858,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9d7936356689ca876272f1fae69f94d70cded2062dc20fc3d63d58c0c4e8b27","formula_version":"titan-u-contract-v1","latency_ms":25.26591599999506,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313180510702655,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_88","prompt_sha256":"730c59c44fe51e84d81396d306fb82c9bf8dcef0070e30c2351ca24d3bdeec76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"90e74c9d9051a60b0a19969fbf9a76ee555aaa032bdb80a15e9d68139a77de33","formula_version":"titan-u-contract-v1","latency_ms":23.682500000006712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_89","prompt_sha256":"f4895a6c4424bf2b8816d0b5456870bde12276ba9a51bc39d19032176fde2c7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064379866401089},"components":{"alpha":1.0,"bonus":1.064379866401089,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064379866401089,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"e499208e9105433e8943154e6c0e238e0321c00b0ab2d0930ca1dc012822f648","formula_version":"titan-u-contract-v1","latency_ms":23.75733299999183,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_121","prompt_sha256":"451ddc781f631d0ca08bd3bb28fa39f75d5b7136deb51d57003bbc999470661f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063862982395995},"components":{"alpha":1.0,"bonus":1.063862982395995,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063862982395995,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb1747b9eda5681fe4abc322a4eafc45f99f7d683bb65d1f4a0b0b18331f466e","formula_version":"titan-u-contract-v1","latency_ms":22.693250000003218,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_124","prompt_sha256":"1db90814891844af90af20e048224c2fba2308feb433c6159618368254a53dc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660289043923716},"components":{"alpha":1.0,"bonus":1.0660289043923716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660289043923716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5105,"eligible_count":122,"excluded_count":18,"feature_sha256":"a18f399fb12ca15b5d6ae50f4ee8c89555aba85b7b4315ca03bf4b993c6de1a4","formula_version":"titan-u-contract-v1","latency_ms":24.265374999998812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326955710590382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_125","prompt_sha256":"a59de3b658f1175472ed5365ae782c5604d658614ac1c67a45b639bb8b631e2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"1afdb9105e7ba8cc89f030cb96b8eefd9907ef1fc707d79babb4f014d13404a7","formula_version":"titan-u-contract-v1","latency_ms":28.018874999986565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_127","prompt_sha256":"de55e60f74765287fa4f0f952df2d03a75bbad538c81824e681891c1b35398ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fc5290526ea68e93a3283442ac18dcb177a4b69ced39c23034fb24a1129aec5","formula_version":"titan-u-contract-v1","latency_ms":24.34270800000604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_129","prompt_sha256":"d37c1c66cd3fede12da82d274e0d2db4585eb1a08c9f3f3c7d9b2f3f330066d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06383125791288},"components":{"alpha":1.0,"bonus":1.06383125791288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06383125791288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"566022ba64a8dcf99b52e70a137154c002cbc3b6e3e05dd3976877fe46d9a870","formula_version":"titan-u-contract-v1","latency_ms":22.442415999989862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_130","prompt_sha256":"d42509e6f41f0e71e02477a5ce3e087bf298689092618b4431fe18282d005ff1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce6ec053fd6eec5df4b96ab7f9a360e916c945aab502a44af23ece68dd4bd522","formula_version":"titan-u-contract-v1","latency_ms":22.162042000019255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_132","prompt_sha256":"6aa85e2c2f054c867715351bf1612a41524f1912184c561864b6470e13287a25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4695,"eligible_count":122,"excluded_count":18,"feature_sha256":"097e1dc6ac4bfeb75f2cf6b10bdbce1a200aa0a2b66a7f1603afe4925bcfe8cb","formula_version":"titan-u-contract-v1","latency_ms":23.33120800000188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_140","prompt_sha256":"44a809ce1677e614b39392cc909b02570c498455938042d35440929c42ceff6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652372975069921},"components":{"alpha":1.0,"bonus":1.0652372975069921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652372975069921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4982,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea234c34875a1e41d93d86e5d97a9ff2e4f63104ae0bbf50b7da3ce539dced3d","formula_version":"titan-u-contract-v1","latency_ms":30.988790999998628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319039641736587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_141","prompt_sha256":"3eb48c913ae74455360388c8ff2ce64242c44c56be933a0c5564ea12e6c3dd21","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06420484180091},"components":{"alpha":1.0,"bonus":1.06420484180091,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06420484180091,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"a27b7b861b9170763e039e77063e25b111f31032a2726af6c176c107764f0642","formula_version":"titan-u-contract-v1","latency_ms":29.355250000008937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_145","prompt_sha256":"5638dfdfdcd6f5c016c49acbba829738ffda3247ba16cad7a7672e0a350d2b31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651662172226926},"components":{"alpha":1.0,"bonus":1.0651662172226926,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651662172226926,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4960,"eligible_count":122,"excluded_count":18,"feature_sha256":"dddbd56060c612cee00b14fb72f7bbf458f8caf0b65ead177ca12d9bddf4e8e8","formula_version":"titan-u-contract-v1","latency_ms":25.119875000001457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318328838893591,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_146","prompt_sha256":"f2ec06b4a8ccd1952c2f5b189b800a283798e884213ad9f177013e3f1f38bf4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646795622686198},"components":{"alpha":1.0,"bonus":1.0646795622686198,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646795622686198,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4864,"eligible_count":122,"excluded_count":18,"feature_sha256":"50ba0674a7fc74c3f1d5bef2eb17bbe4567db819716615485ea67adc2832bf20","formula_version":"titan-u-contract-v1","latency_ms":25.54712500000278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313462289352864,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_153","prompt_sha256":"462d6fc41540e974b8379262c21e8fd8dff9a5a9d15c807dee68e734bad07bbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064057813866333},"components":{"alpha":1.0,"bonus":1.064057813866333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064057813866333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4718,"eligible_count":122,"excluded_count":18,"feature_sha256":"d07db95f0796365a2f62a022d8881b0088f551436b257627accd12f381174b3a","formula_version":"titan-u-contract-v1","latency_ms":22.167999999993526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307244805329996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_154","prompt_sha256":"898104bf4c781a784f058ca4d89ee5897e2a08ac22e8980f95359823c37e1337","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649094004890745},"components":{"alpha":1.0,"bonus":1.0649094004890745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649094004890745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4911,"eligible_count":122,"excluded_count":18,"feature_sha256":"64ecdd8892c4af556205cf256ee14c5824758076b17b114d8e0ff34023f9e878","formula_version":"titan-u-contract-v1","latency_ms":21.42424999999548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031576067155741,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_157","prompt_sha256":"6a9298d33c1782d7f22d65d8e591567580e36c19ade4502598c3ff6962214239","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661203174360763},"components":{"alpha":1.0,"bonus":1.0661203174360763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661203174360763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5151,"eligible_count":122,"excluded_count":18,"feature_sha256":"52e26e1178bc5e57ce792743ed0ee8dce82b2cd0ec02bb50f2ab2af7d0bf933e","formula_version":"titan-u-contract-v1","latency_ms":23.72920899998121,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0327869841027428,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_164","prompt_sha256":"8f8efacf455bf4d2a05ac695f25ed14a6ebe67a9a6506ba8394d2469de4ca500","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2382471b854de209554ae75c9672e1fe5f84820977a4e9d1f18b20d1fd1c204","formula_version":"titan-u-contract-v1","latency_ms":22.472958000008703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_166","prompt_sha256":"7c6f4304bcbe939b8b9cdb5b9ed991bc92e6c65ac3b9cfa670d86faed3e6af6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643672159139907},"components":{"alpha":1.0,"bonus":1.0643672159139907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643672159139907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4806,"eligible_count":122,"excluded_count":18,"feature_sha256":"7844815e5b324ee98bd2dba328a86e51a00114cb13c3eb4d3a1656532744592c","formula_version":"titan-u-contract-v1","latency_ms":23.221500000005335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310338825806573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_172","prompt_sha256":"0641ecd6f8489ed695529753840e7778f48e11140efce3d693e64218def67bf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643546313376946},"components":{"alpha":1.0,"bonus":1.0643546313376946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643546313376946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ad1f72cf567ad21d6442269928117e587192316e96bcd2381d328346a4f3edb","formula_version":"titan-u-contract-v1","latency_ms":22.829583000003595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310212980043612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_173","prompt_sha256":"da748e5a1a94624a8f79f1d779f8cd0de06885d5d1296872b4c54fed96db6c61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536321},"components":{"alpha":1.0,"bonus":1.0641242878536321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"08d3b3184a92b33229cd3ee66613cf4b6052919b7053d11583dad4a263bc2f34","formula_version":"titan-u-contract-v1","latency_ms":23.368625000017573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307909545202987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_175","prompt_sha256":"fa3c79a1ac7bfc8d7f2f4457f4c4470021cdf62f1c34ce9763406cdaa11c1271","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655104410563057},"components":{"alpha":1.0,"bonus":1.0655104410563057,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655104410563057,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5021,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff823ea1ce79a9bb2325e6d90d453c40f4cf9b44971ccc413e9217c8af70641e","formula_version":"titan-u-contract-v1","latency_ms":23.189500000000862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321771077229722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_176","prompt_sha256":"e1c04e47c3e6c36fcb918b7bf8500fa955cbf259d1d6d913bb44c8fe1ce2b14c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"a27ece8ab7bbec61d908db43f80f48de8b49a11c884294673575fc2f8d3990bd","formula_version":"titan-u-contract-v1","latency_ms":22.916124999994736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_177","prompt_sha256":"a20e0173b54130fd244a1299c4d1f2b351daf050342841c525c90d815602fd94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655754057374354},"components":{"alpha":1.0,"bonus":1.0655754057374354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655754057374354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5044,"eligible_count":122,"excluded_count":18,"feature_sha256":"888dcc2068cced79a8b5a72eaa5c347a7b4f6b51e2596f34ff402c5375fd7fd4","formula_version":"titan-u-contract-v1","latency_ms":22.995125000022654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032242072404102,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_178","prompt_sha256":"e338ea8d3f93beee0df8373d819f525cd8512b808bff7ca1c3eebf09d22f17d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504009},"components":{"alpha":1.0,"bonus":1.0641737735504009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"b517bed25ad2bbba52521791b220d5933a94f8a5450d31a29853c287b28e8e2b","formula_version":"titan-u-contract-v1","latency_ms":23.008542000013676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_180","prompt_sha256":"0c587d20f370fb33fd10fea7c1c986ddc1f8b12505b285758f667c96101abac4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640469657456384},"components":{"alpha":1.0,"bonus":1.0640469657456384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640469657456384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"45435ec613c4b4555bdc9a874e2d8c8eda48f2cbe2237a081179aa9b6cfee8e4","formula_version":"titan-u-contract-v1","latency_ms":24.199958999986393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030713632412305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_182","prompt_sha256":"bd500fd8aa36b4bd56b9bc40aec37c1bac8c4d313d710bd7429eef122e5a8f57","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"56d654e605644325c704f0678f1ae443b001dbb77840f7f1a999a6cf4c28ea31","formula_version":"titan-u-contract-v1","latency_ms":21.43325000000118,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_186","prompt_sha256":"d9a214b165ac297b82c0d7a0248bc82ba7e85e6dda89936f3f8de0ce27c56de6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653547274558368},"components":{"alpha":1.0,"bonus":1.0653547274558368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653547274558368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5003,"eligible_count":122,"excluded_count":18,"feature_sha256":"c528da6dcfb253b114c247e4e58fe29ba907eee47582c3a3a227016332958007","formula_version":"titan-u-contract-v1","latency_ms":23.17183300002057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320213941225034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_190","prompt_sha256":"32dce4eae5e7dc51c6677d868ac744ce1d5a53811e138b0eb74d8ca166ec243e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662938736577268},"components":{"alpha":1.0,"bonus":1.0662938736577268,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662938736577268,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5145,"eligible_count":122,"excluded_count":18,"feature_sha256":"bceb62b11b59a268c5319c5e6b2d3adc2ae5496295e0ebb43830052214efb4e6","formula_version":"titan-u-contract-v1","latency_ms":22.88208400000258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329605403243933,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_192","prompt_sha256":"4dbf00c7a14bf32ff27efe9397ec4cb1f0f32a2b0b37731b13f1daef32a8a5a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221208},"components":{"alpha":1.0,"bonus":1.0638888900221208,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221208,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdbeb24b0001db0024555b9cc8e216f52e28d338bd197cacfc5747b16af4fefc","formula_version":"titan-u-contract-v1","latency_ms":22.812958000002936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887874,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_194","prompt_sha256":"a2d8a185bdbc102298ca9fec46d818afb0f252a7ecef8d425357bf6b0c1f2240","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645458098409857},"components":{"alpha":1.0,"bonus":1.0645458098409857,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645458098409857,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4846,"eligible_count":122,"excluded_count":18,"feature_sha256":"4155ef2028ac2a7b2fabeb9c47db1f4c466770c27b2005a0b3afa95aea17831c","formula_version":"titan-u-contract-v1","latency_ms":25.356208000005154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312124765076522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_197","prompt_sha256":"319d323f699776b2ca50125b19356ce7af10e1bc1aa336c21b71c755e367444a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a95bd40c949104a46e16bee6764aef2ea76b41c56048bd0f4ce78dc54b1902f","formula_version":"titan-u-contract-v1","latency_ms":24.321374999999534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_203","prompt_sha256":"9f31a0490e8aec638dd9757a355e4569743459747655fdc3fd0e35ac5eb1ff06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646654404083942},"components":{"alpha":1.0,"bonus":1.0646654404083942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646654404083942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4870,"eligible_count":122,"excluded_count":18,"feature_sha256":"315ada9cb202482a8775d420d282364f7c08d11aadc54fc1baa76ea7253a2809","formula_version":"titan-u-contract-v1","latency_ms":23.192957999981445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313321070750607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_204","prompt_sha256":"10a09ead30a98d2c29adb250bb337b1cebc213c97fb5230f7053d88cef5bb8b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4755,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ce02c2b2d14a2b50638db102449731d60aa1916dca58bc984afe61e7da223cd","formula_version":"titan-u-contract-v1","latency_ms":23.46862499999247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_205","prompt_sha256":"84e27d48511bb858fc9588eb1605d7973a3955d66323870f9d21bff22c50abf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4743,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3b8dd968d6f75e732781781db5f6e052ecaffd3baadc1d4cbd3b83b6bd881f0","formula_version":"titan-u-contract-v1","latency_ms":26.83012500000359,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_209","prompt_sha256":"fbe8e8f5d47ecfc0c799f615bdcb1451fc3915c7e26cbbc94d52664284b17403","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640687279553422},"components":{"alpha":1.0,"bonus":1.0640687279553422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640687279553422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4726,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0e241b9dec3ee6ca9c2b3636f8b6bffeb480b4df3e80320ce3b53c380c48a5d","formula_version":"titan-u-contract-v1","latency_ms":41.41312499999117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307353946220088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_211","prompt_sha256":"12fe628f5aa15219ed85153254151a284e31090f8db258116b1068022272c35c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477244},"components":{"alpha":1.0,"bonus":1.064128050477244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"24f5193b770c23b5acdecccb1023ca04fdacde771ea5cd3ac4b79540363f6af0","formula_version":"titan-u-contract-v1","latency_ms":31.892249999998512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_213","prompt_sha256":"f851459bf7aff31798f89d6ed0106a665fb30382f91a82c57963e257308bfc76","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066260114987192},"components":{"alpha":1.0,"bonus":1.066260114987192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066260114987192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5140,"eligible_count":122,"excluded_count":18,"feature_sha256":"b56cac8a16198fcfdb3bb51e5a87b855f3e362fe055eb3a0878d9aea30f28718","formula_version":"titan-u-contract-v1","latency_ms":33.63824999999565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0329267816538585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_214","prompt_sha256":"a5a17c8a2734dae499e999fc2d085bc9ae127456bd23f88fe78697a4c81465ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e9ddef8960796a62382f1ac269a67bc28e0ab2c7783493ddfdf4b847def1437","formula_version":"titan-u-contract-v1","latency_ms":35.682083000011744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_221","prompt_sha256":"189ae215581b21bdf0c581206555b512ef03e91e9c1cd42e5093cdd37fbf7570","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"a8aceee93ed0e0e713af761879874605e4b0786ccab3cd3a97f0ff62a9207ad5","formula_version":"titan-u-contract-v1","latency_ms":30.605624999992642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_222","prompt_sha256":"32c859b706d112edf4ba992e52384b16af105ec163949e0ddfc659ce85c3eff1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191184},"components":{"alpha":1.0,"bonus":1.0651338274191184,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191184,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4954,"eligible_count":122,"excluded_count":18,"feature_sha256":"feb81ad46654f796c3f6c0583164fe903a4c41ddaede01fb2830b79f54b87ded","formula_version":"titan-u-contract-v1","latency_ms":30.29566700001851,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031800494085785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_223","prompt_sha256":"4f78a1b2704d55a4a0efc0cb54f415c43c41daf37c50906a229bc6a87d8c5773","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"de778401f4f3fc3d89370796854d205d8352369692891b60d11f3e7ea5e5ad79","formula_version":"titan-u-contract-v1","latency_ms":28.049166000016612,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_227","prompt_sha256":"8bef0735b15419673ae86324793622d57f81f6d4d77f8c7b418b2153d6cb941d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641431742545266},"components":{"alpha":1.0,"bonus":1.0641431742545266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641431742545266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"3152fa1fd9ff699868694a79a3b3c44512cc9585a7f4f2df36c9842cfffb8830","formula_version":"titan-u-contract-v1","latency_ms":25.064333000017314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308098409211932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_232","prompt_sha256":"fe6a9c407c6b1022f91b696e0810236a307ee689a6f174714ce2ea18e65e5907","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d2955cb27c36579c7ae3308e84964348e378f09c84cdbcb83c4fa644ba92d8a","formula_version":"titan-u-contract-v1","latency_ms":24.68291700000691,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_237","prompt_sha256":"8f1c07e7cac4b38964a3714da900a14ee6b787117ed7abe2f5df981b79f6d5ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641130439537427},"components":{"alpha":1.0,"bonus":1.0641130439537427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641130439537427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6a37f6c0946b61099f83959fcfa8eee21d9c4f7230cb51065ea61596e00dc39","formula_version":"titan-u-contract-v1","latency_ms":25.160416000005625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307797106204093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_238","prompt_sha256":"1a219ff57867578e6e3a6b0c7efeee41b2d6b1487ecf5e081225701199e9e844","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643588188728936},"components":{"alpha":1.0,"bonus":1.0643588188728936,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643588188728936,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4812,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6c959a14ce5d7d97cb18301210918fbe6323b5e9bf0a2680fa75a1a7d593b3e","formula_version":"titan-u-contract-v1","latency_ms":25.724957999983644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310254855395602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_239","prompt_sha256":"ea0a689c7ce051cded4449aa2dd93ea8379629f7516eb2cfb80e4a6911f6a379","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065080429034587},"components":{"alpha":1.0,"bonus":1.065080429034587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065080429034587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4944,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fc462d36fa1573c2d14bb2f36bcdc7b52ff93ce1155dfd9d7af9dd276ae6a86","formula_version":"titan-u-contract-v1","latency_ms":26.888541999994686,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317470957012536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_241","prompt_sha256":"3cd0725593c477d7ddde423076382fd592130fa5d783090a10b8600d5d247cbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406075},"components":{"alpha":1.0,"bonus":1.0647032450406075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4894,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d9729045113de6e8429a89f30a6618357ab9137cd734cff44e7573dce9494c1","formula_version":"titan-u-contract-v1","latency_ms":22.02737500002172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031369911707274,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_243","prompt_sha256":"bb6e8f6b7b4d4d99fe072f30f002f2b125b369e545e43db744ae35821cd8edad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643714254197167},"components":{"alpha":1.0,"bonus":1.0643714254197167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643714254197167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4803,"eligible_count":122,"excluded_count":18,"feature_sha256":"fec4b0eb9098ef4865c3be071ce8d534dace1ceb85d7aac766c3c1e881774eeb","formula_version":"titan-u-contract-v1","latency_ms":22.743125000005193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_245","prompt_sha256":"ff75c68dfd4b9869c20e1a31c6d4ebb189bf77f44d937f9f0095ba90a53da150","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064039770315236},"components":{"alpha":1.0,"bonus":1.064039770315236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064039770315236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cb6055fe345bf3a8086ef8343509e12b5e956c91eb27c2573cb11c28d68dfa4","formula_version":"titan-u-contract-v1","latency_ms":23.486916999985397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819026,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_251","prompt_sha256":"2b5dcbec5ed9321c7dcec09508935fd558ddac79e3ac7658da5065d935225f15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014824},"components":{"alpha":1.0,"bonus":1.0637730021014824,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014824,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d5d8ccb6af1078d9cae1e4236964df39fce00e5c51a9aef1736dd175c5d3215","formula_version":"titan-u-contract-v1","latency_ms":22.107750000003534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030439668768149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_256","prompt_sha256":"372341963e5861f92b775a207444009e1291491e628e29f498f48f87acb5b118","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9d0456eef35c466a1606848d0eed76bcbf4fee367525937106f65f77f955a25","formula_version":"titan-u-contract-v1","latency_ms":22.542874999999185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_258","prompt_sha256":"b73b8a7fca14c7ad821d150f7b1e8a3d410ee94b3438f3ea69d07328639bfb7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0655221871223517},"components":{"alpha":1.0,"bonus":1.0655221871223517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0655221871223517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5023,"eligible_count":122,"excluded_count":18,"feature_sha256":"10454d52f8a0a43acd2fa6ccdae9f365c5dd3218c8ce26dd39677e1aa2a15f9d","formula_version":"titan-u-contract-v1","latency_ms":23.137082999994618,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321888537890183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_262","prompt_sha256":"bd0a4b39186f01e57a72a5d786a14276b5df49ccaf6136345c97bb13cf793f65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"c390eea964cc63ad1fa3f060b6bef6104429e5ee336ff91b64aeeeee0729d3ab","formula_version":"titan-u-contract-v1","latency_ms":24.3943330000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_265","prompt_sha256":"891d58124e339375c4084da3f0519ed504d5bba1ed3912b6fd9eac8b7d8cb765","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642205517713421},"components":{"alpha":1.0,"bonus":1.0642205517713421,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642205517713421,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4758,"eligible_count":122,"excluded_count":18,"feature_sha256":"74484eb2e9ae99c310b614277616d61972dcd472b0da9045cac37b20cefed9e1","formula_version":"titan-u-contract-v1","latency_ms":22.527374999981475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308872184380087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_270","prompt_sha256":"57891408f2f205bde1882f1444e5c2e00fb676f163d5b5d1612058b6037516d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064128050477244},"components":{"alpha":1.0,"bonus":1.064128050477244,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064128050477244,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4734,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0caef082f6abf09d63f78e23c99f2f6c3c494556c0629cd74cbed5099764474","formula_version":"titan-u-contract-v1","latency_ms":23.274417000010317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307947171439105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_271","prompt_sha256":"2bf1bda703930146f8e6cf32d740729bb3fe14308f54880468376f3a56025ea9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959935},"components":{"alpha":1.0,"bonus":1.0638629823959935,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959935,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"59910b3ad18ea8df73009e72216f1be88a90550fdc729bcaad514d6f2601013d","formula_version":"titan-u-contract-v1","latency_ms":23.207208999991735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03052964906266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_273","prompt_sha256":"20c48e458151a77843678b1603f984486ad7125ba922b9b70a3433a89038f339","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"b84f199b77aa1fa9df75deab4c4096f75338c667deaa41a03e9a48d958a02f0d","formula_version":"titan-u-contract-v1","latency_ms":22.73374999998623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_274","prompt_sha256":"3ed911c84e75303f90ef23af4f8fb66908243769ef550994edff4fa2d19e1628","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640397703152362},"components":{"alpha":1.0,"bonus":1.0640397703152362,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640397703152362,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"91c7f5cf41ab52733ca63a50cf9721de6292970f81a77fcfe66fb7bba678f183","formula_version":"titan-u-contract-v1","latency_ms":22.970374999999876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307064369819028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_276","prompt_sha256":"33c38f559211ba8b6179b3b806aaa32480cce2a3c6e9562ccb9bfc2b3778df5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646890134271603},"components":{"alpha":1.0,"bonus":1.0646890134271603,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646890134271603,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4878,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2767edffba60ad9ecb94f68915c625a33165a9a2876b919570ecf67166f4ffc","formula_version":"titan-u-contract-v1","latency_ms":22.548499999999194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313556800938268,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_278","prompt_sha256":"cae7dfa23d6a68e8347e51cea1cfe73379ba1fccf595732a3cf638259fd9168a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663893666245925},"components":{"alpha":1.0,"bonus":1.0663893666245925,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663893666245925,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5163,"eligible_count":122,"excluded_count":18,"feature_sha256":"c640252d7c9cbe8833283dc9ea3648900dff0e4d373b99a8a3dc98e2b7d4cd17","formula_version":"titan-u-contract-v1","latency_ms":22.273915999988958,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033056033291259,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_282","prompt_sha256":"838e721dc797e6c512ff62ff33726830e57126b29fd906ac0b07a33aa7c2b336","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651338274191182},"components":{"alpha":1.0,"bonus":1.0651338274191182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651338274191182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4963,"eligible_count":122,"excluded_count":18,"feature_sha256":"c52b8f2961788e068eac4d56759387f88dc765e04ac5eaf53e0dc2a3d9cc3611","formula_version":"titan-u-contract-v1","latency_ms":24.474208000015096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318004940857848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_285","prompt_sha256":"6ad62f9c2f8f277061b0b46cd49d3d22f55d9aeb4f1862dd4e2b1053850dd982","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0800742017333809},"components":{"alpha":1.0,"bonus":1.0800742017333809,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0800742017333809,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6375,"eligible_count":122,"excluded_count":18,"feature_sha256":"849ae3c3b9859c59c511fffb61eb4d099e6be182081e594811b0cb60a5f23bbe","formula_version":"titan-u-contract-v1","latency_ms":24.609042000008685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0467408684000474,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_288","prompt_sha256":"fdd34cddd53138aa4ecfe06becbf26e09425b8756a8bf98589ddb1ef25b5b3ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654521487378024},"components":{"alpha":1.0,"bonus":1.0654521487378024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654521487378024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5011,"eligible_count":122,"excluded_count":18,"feature_sha256":"a15d102da1b9f3a3e0cae852a5df925da199c2422d2d299e01b046b08b181cf7","formula_version":"titan-u-contract-v1","latency_ms":23.202041999979883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032118815404469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_289","prompt_sha256":"73e69e66464e43110cab4dc4c48e0ea22036b2f4ffb0083fbd220db5c6101f22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065080429034587},"components":{"alpha":1.0,"bonus":1.065080429034587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065080429034587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4956,"eligible_count":122,"excluded_count":18,"feature_sha256":"41b31b76bd25c40450fc4361a23d442bf550e6b6d8a86ad6dcc855d951badfcb","formula_version":"titan-u-contract-v1","latency_ms":23.167250000000195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317470957012536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_302","prompt_sha256":"6b5a69c99d7834ce177e0862808b1123f5eed612f20196bcbaefb9eed1f28b9e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767944},"components":{"alpha":1.0,"bonus":1.0637173944767944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"0489d1fe58a284d1b41d654d758662db65ba663a02af369ae4e7454aaa67e81c","formula_version":"titan-u-contract-v1","latency_ms":22.561499999994794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030384061143461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_305","prompt_sha256":"676604423696b0f6f73dd0981a56478cf838a35da4cf34ce901efcf663bc8c0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642403540789083},"components":{"alpha":1.0,"bonus":1.0642403540789083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642403540789083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6e1c5c102395b10ee91f731d6de69dbeb49bbb4bc4fcf9cc9854fe2dbd49af4","formula_version":"titan-u-contract-v1","latency_ms":21.863125000010086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309070207455748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_309","prompt_sha256":"bd8007b3bea541b5c807146bed3991f7cbc53fa95633c877111429539dc34682","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487785},"components":{"alpha":1.0,"bonus":1.0643756422487785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4804,"eligible_count":122,"excluded_count":18,"feature_sha256":"c73ac57d18b82f8d140cd26cea8b7888aae5335c4ffe205d73320c6e74d300bb","formula_version":"titan-u-contract-v1","latency_ms":23.748124999997344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031042308915445,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_311","prompt_sha256":"5291524c35ed520097f2f4f938aff3e1d31d575989c3218a326816b5cf49779c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627432},"components":{"alpha":1.0,"bonus":1.0640760406627432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"089999ec5eacb2d6e1292d61ce3050211a5431690f4a42d0f78fbff70cd7fe8d","formula_version":"titan-u-contract-v1","latency_ms":22.81029200000262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307427073294098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_313","prompt_sha256":"899ca8fc38fc4da90a17d554c88bad5b16152eca500b8ec4676f11323bfcd3d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd4cb8f59db33df733f88faa9bd5e62b277246a0fac2c5cdf9762fd7e2217de2","formula_version":"titan-u-contract-v1","latency_ms":23.359540999990713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_314","prompt_sha256":"5914031278a5e5f5e849ed6334bc96c41b0797783996a51a79fbb6caeb690379","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442869},"components":{"alpha":1.0,"bonus":1.0640723806442869,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442869,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"db66d07576de1bd5ff4fe209c4e95f8fe1120cba6a6ebbc87956677833f6ec5b","formula_version":"titan-u-contract-v1","latency_ms":23.903374999974858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_317","prompt_sha256":"c8b533876d8013cf41f4203861e74e2ea33a03c2e3a0fd005c5deb372f81bae8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265752},"components":{"alpha":1.0,"bonus":1.0639867392265752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d722c8d172add06a08366d5761cf8dde4ad75e73e0a867b03fe10733e8cbf76","formula_version":"titan-u-contract-v1","latency_ms":25.472583000009763,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_321","prompt_sha256":"39828e1f6e7af7f9b246f31ef3b05e350f01de4719e93c0875b7df41a6ad6c70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"d56ee1a0c96bcfd4a28bc89a10a3d6bb0e230147b81a783ff528245c266226c8","formula_version":"titan-u-contract-v1","latency_ms":23.28862499999218,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_325","prompt_sha256":"cc85c4ba2ab36d9447267218900659e96cea1b43026e5d52abc7be3f1b4e2277","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4dc9956833b0c003526e13d546cd4a14065a66e83d4e616ce3ccdc119787164","formula_version":"titan-u-contract-v1","latency_ms":23.208499999981314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_329","prompt_sha256":"4da4ea01d18dcc28479629526734f362ec0359a2b2346d9382b905b77c80e0b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1220950f0aba6def5fc6e110a45c3ca5e4e735e96fb50db76024509de1862ce","formula_version":"titan-u-contract-v1","latency_ms":31.049582999997938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_331","prompt_sha256":"3169a6530c74981687a422fcbd1cedfaeb4e3dbde6630a611f2de231b6bc4a13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"056ff98718d90061e100b3aff2113f9654e03edd07c4903f9d09289d541c1575","formula_version":"titan-u-contract-v1","latency_ms":29.66158300000643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_333","prompt_sha256":"166cbbf15e4b6b1d8a91608fe7d2be4864f7f2447c1585fc9ee0f7fb48732aab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654117785215722},"components":{"alpha":1.0,"bonus":1.0654117785215722,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654117785215722,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5014,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae2982881f93f7715e04b149d25e9a555ee052a02de6d8ee1af6a237e0964f86","formula_version":"titan-u-contract-v1","latency_ms":29.594457999991164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320784451882388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_334","prompt_sha256":"20a5614670a3427556e4ada98d6138341689b66732ed1a2bb08467b5c409db6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950498},"components":{"alpha":1.0,"bonus":1.0640944506950498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4727,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f054d25576ebf161b6c73c98648a5691cf5cb5b3428afe8190c6ea83d93183e","formula_version":"titan-u-contract-v1","latency_ms":24.50824999999668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_335","prompt_sha256":"0234403ba46d9dbdb8447bd1c66ba972e9eb75456da90c5c28fb9adaf5573742","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"09481b32c2088acc0bee0e9017fa2c7a517ed4607238f9386e51faca21b74526","formula_version":"titan-u-contract-v1","latency_ms":23.768499999988535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_336","prompt_sha256":"cc2ae6fb3e021355cf68fb0efd0c25fd87a9a88adab4de3575cf0a49150174bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"860aab646a4b8db0f379e4158e00d4a12a096f6ce2c534f22fcad4ec7d2b2e40","formula_version":"titan-u-contract-v1","latency_ms":22.25149999998166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_338","prompt_sha256":"ff96d947ce9bff4d1a1ca5db02fa0d6a387f4642b967817fb5bf3e55fd30a52c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"af0e6b0ba96129f1600bdf95031b45341cba1d9c0d6ba7db2d1b0c7f74b8cd64","formula_version":"titan-u-contract-v1","latency_ms":21.72504099999628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_345","prompt_sha256":"f091946663468c5f2debc26006c50a9646f032091a33d275f8e3793f34eb2fca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b2a50fb58a1adb5d2a0085a4f038c985e4f5fdeec861a00778b022a3379c6d7","formula_version":"titan-u-contract-v1","latency_ms":21.53549999999882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_346","prompt_sha256":"d808d87fd4eaf8ba09da5c9cab16038c336cc6b413ecd208efffd0f090d0f819","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06383125791288},"components":{"alpha":1.0,"bonus":1.06383125791288,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06383125791288,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ef88b686e8bc9c560e684743808404e1e87edd35f41ac7445e72f133ae10a52","formula_version":"titan-u-contract-v1","latency_ms":22.418499999986352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795465,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_347","prompt_sha256":"3f471dad4e78a359dbdacd1dfa6e47f47905c44f17e9b919ca5bfb6d420e06e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063972876181531},"components":{"alpha":1.0,"bonus":1.063972876181531,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063972876181531,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"2716667a3343377d7612e375c9848ed26d398c60441549af6bf1a5a9c5f2ce1a","formula_version":"titan-u-contract-v1","latency_ms":22.400041999986797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481976,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_349","prompt_sha256":"23d836291c09645bc240ab9d6250bc79e8dfec856c1b6c615fd2f8e2f865de66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643504511261785},"components":{"alpha":1.0,"bonus":1.0643504511261785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643504511261785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"6fc2202ef05b4d0c59cbfeb0da9733aca682a085666ff5ffdae20b3b741b1d9f","formula_version":"titan-u-contract-v1","latency_ms":21.78070799999432,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031017117792845,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_350","prompt_sha256":"1ffc50abfc4c230068349ea907e199b3697fc186a87669eafae80bf9a7fa6dec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"994625c2b7183bb7e2f8626fa4cc086ab555cc57791dfd71c45a1cac70177524","formula_version":"titan-u-contract-v1","latency_ms":24.072417000013502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_352","prompt_sha256":"3b65a80894459e6f2385166f0b96f8acbc1a11d68b52883bcd000eac30615688","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645775313768837},"components":{"alpha":1.0,"bonus":1.0645775313768837,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645775313768837,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4846,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb5ea8838f2f3b33017dff2e43c4110ce1f227d1900f8f1b4477c42958967711","formula_version":"titan-u-contract-v1","latency_ms":25.318375000011883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312441980435503,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_353","prompt_sha256":"4c0c4fbaba06857ccfff67f3bae4652f31cc2fe4d3e657f5da1ba2174ae621e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641660797603445},"components":{"alpha":1.0,"bonus":1.0641660797603445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641660797603445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcb345a60c4ce6d1db72b7a268aa845988987505b4e1e9baf6432acabf399ef0","formula_version":"titan-u-contract-v1","latency_ms":29.386041999998724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030832746427011,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_354","prompt_sha256":"3c8a4abb8004c08f6ad01b647179f7cad8a98523225c050260ee560283bcd4fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281294},"components":{"alpha":1.0,"bonus":1.0638250010281294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce7e9abcc856e90ee550af7d13b918157c7710c7bce74dec2ac512eb7a78f902","formula_version":"titan-u-contract-v1","latency_ms":24.907916999978852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_356","prompt_sha256":"b4bdc1dbabad562d429c2805e580939d998d4ca72b8818523694d90329d50c02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649552550753014},"components":{"alpha":1.0,"bonus":1.0649552550753014,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649552550753014,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4920,"eligible_count":122,"excluded_count":18,"feature_sha256":"72f779ada5b67fc7e024109e82761489534f16dcde88adce42f5d5d57c951967","formula_version":"titan-u-contract-v1","latency_ms":24.393750000001546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031621921741968,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_358","prompt_sha256":"da29d724e362e6502cc003da92274f57060e4500bb9d382f4045470f4e90f938","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641318204292174},"components":{"alpha":1.0,"bonus":1.0641318204292174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641318204292174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"aca520f7c23ab2f0db3a3864e585cce30a133beb2761c24f267c754a42fd1ca1","formula_version":"titan-u-contract-v1","latency_ms":23.39424999999551,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030798487095884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_359","prompt_sha256":"59538bcc0dd1788360d8e52d05e6dae309ea2a9e34b8bb0d8ef88dae5db06bc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064536812421252},"components":{"alpha":1.0,"bonus":1.064536812421252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064536812421252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4839,"eligible_count":122,"excluded_count":18,"feature_sha256":"186cce8a1d968fe03db1044d89f211df16492122e600d31e30b2bb16a0bbeaef","formula_version":"titan-u-contract-v1","latency_ms":25.32183399998189,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312034790879185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_361","prompt_sha256":"9502d899ec3e08d426d7aeee229327bc5aa010eddf2f949c6397a8a00436b13c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250375},"components":{"alpha":1.0,"bonus":1.0642009326250375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"e632a313c11037aa0a4946bf0afa08c1a323b80a853b2a54b64ac502b48469b6","formula_version":"titan-u-contract-v1","latency_ms":24.079041999982564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030867599291704,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_362","prompt_sha256":"faed33c48552a6ef13159344deee736a9ac5e1a1b612dad07cb1a217439ad5ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"513b2497df73da913959ff53324b045f1d20947e95b65c154222a23bba0973de","formula_version":"titan-u-contract-v1","latency_ms":25.69766600001344,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_365","prompt_sha256":"03c6ed0e49cf109493ff1a95a8d2631ba7ed1d87676d20c2ab41b33e96bdb8c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"399c00db1c9616429873ecbfa516e09ea29390c3cd7913ebab6a08089344a63b","formula_version":"titan-u-contract-v1","latency_ms":24.42779199998313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_366","prompt_sha256":"2fd0a2560ee6b8ab37c31d53db509023bc2d7fa7be9d39c7d0f0264271eace30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858667},"components":{"alpha":1.0,"bonus":1.0644268153858667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4810,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fc3adfd62b46cdf60c78acf72eb4bdb679d64ac7a023b6c12b20f83be258598","formula_version":"titan-u-contract-v1","latency_ms":26.112957999998798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310934820525333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_24","prompt_sha256":"34779dcdc57f39834e7834fde176512f44a4d3193696542c5c5d52199fc3a81e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"80b563986601c426595019af9eee2bea8347066c4eb825d9fa68f648f638fdb2","formula_version":"titan-u-contract-v1","latency_ms":22.693750000001955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_27","prompt_sha256":"9371e1629fcf4f6cbed80dd0d796805e2dff5afa35c931c21ee42cb2830f2771","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644571533180658},"components":{"alpha":1.0,"bonus":1.0644571533180658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644571533180658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4815,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ba93b0fc2a277c69b9794827f6af9207348ba99772429deec395a0bb96c0599","formula_version":"titan-u-contract-v1","latency_ms":24.103500000023814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311238199847323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_50","prompt_sha256":"062983151b4743e1264478e1da6a7f36e01aaa306e20c1cf0caedf49d1bc2b14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311465},"components":{"alpha":1.0,"bonus":1.0640077537311465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d0949ac0ba6fe48df40a25949611d194b76ffc9aae652928b6925ef0f07e6af","formula_version":"titan-u-contract-v1","latency_ms":22.90445899998872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030674420397813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_58","prompt_sha256":"9cd5c7557aedc1797ef62a42d299c82d3cac5ff7ed3b2ee7d7333ce71fde1502","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642009326250377},"components":{"alpha":1.0,"bonus":1.0642009326250377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642009326250377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4753,"eligible_count":122,"excluded_count":18,"feature_sha256":"92f7d67941a8768d1f975b44eb71f73a2c31ab95eb58fa234de53e11fba1f5a6","formula_version":"titan-u-contract-v1","latency_ms":23.630375000010417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308675992917042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_62","prompt_sha256":"17fb1dc7ac501e03111dee01068b1eb930737be690d7c432b41b8a777069cc78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888549},"components":{"alpha":1.0,"bonus":1.0642166132888549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"83f75edba7c29d6c77c5435b8fbef21641641d56826a69102ee91327c794f2c1","formula_version":"titan-u-contract-v1","latency_ms":22.717291000020623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_94","prompt_sha256":"5f672d6590477a02fb02212a000ea68069cf830da825323885a70ff6811b812d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643588188728932},"components":{"alpha":1.0,"bonus":1.0643588188728932,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643588188728932,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc980f0c130da990005747ab1e7e81eb500b174c17d303e5dc0cadf2504a1981","formula_version":"titan-u-contract-v1","latency_ms":24.317375000009633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310254855395597,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_111","prompt_sha256":"c0f2b81ee358ee793a1cbd78fb4bc8bc6c2507b586c8b2d4e59f95e158fa3152","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0657632388340292},"components":{"alpha":1.0,"bonus":1.0657632388340292,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0657632388340292,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5063,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d30b13812696ced9e34da1b207db630df0ddd58f971c3554b49debd4f9b70d6","formula_version":"titan-u-contract-v1","latency_ms":22.233249999999316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324299055006958,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MusicTheoryBench_159","prompt_sha256":"be9e412d9cc2d8225abfbd46f2cd497337304190d7d46bf35d8618b4b89da5eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"8cb38058ad5f511bbb97c13f32133b9356395e7571f3ee520763feed0ebeab16","formula_version":"titan-u-contract-v1","latency_ms":22.888459000000694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_3474","prompt_sha256":"38caa184f2b672d4193c275a0433496831aacd618b000b50f3ad85ac124e382c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ee2055f0a04b7bd4fdc5abf0ab10ad4004753bf205fba60ee5d9a5147395d1b","formula_version":"titan-u-contract-v1","latency_ms":23.957458000012366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_2091","prompt_sha256":"48115359780259592f3169fd07e2b4e3ce28224695deb0bbe9f2a8046aac94a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209733807332356},"components":{"alpha":1.0,"bonus":1.1209733807332356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209733807332356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"35d2a869bdeabcbd185d8f29e5670c592f59900b1942ad4092446aaf56a23705","formula_version":"titan-u-contract-v1","latency_ms":40.448707999985345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876400473999022,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_779","prompt_sha256":"163d7cae582dea55f42b602ef987a3146fffa8d1678a9c71d1f24cd63b863b58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330167},"components":{"alpha":1.0,"bonus":1.0636671567330167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1a4cd6bafd358286326ec9c6bd05f6e7a002b0550c5e30b7374d927c36c4038","formula_version":"titan-u-contract-v1","latency_ms":27.70337500001574,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_655","prompt_sha256":"158bc4e089e544112001d6914527da7cfe8c8f4bc7cc75986f1bf614c61940d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c06901f0e678308c18baf51a114c2f3ff185f437a9b5e9874b4b1cafddb4c31","formula_version":"titan-u-contract-v1","latency_ms":32.33304200000475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_1433","prompt_sha256":"b91c97b33bf46b71198a8c64e554a77ae33fb9f6e9a1514dbc210d78aa9e9d3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767944},"components":{"alpha":1.0,"bonus":1.0637173944767944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"221e2969211674b3abf8ce13e2aab36c74c8e068d0893542b2f1d179de9501cd","formula_version":"titan-u-contract-v1","latency_ms":26.72216599998478,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030384061143461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_2439","prompt_sha256":"39821938d29c0fd53f19d276ee1c3bdba503e726b1e0038ec6d6d099ecdf5460","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"5823faf909e853f9273ee94676e0d11eb22e9673383acf8aac6fb6842c5b5628","formula_version":"titan-u-contract-v1","latency_ms":22.202917000015532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_3010","prompt_sha256":"53e41aa53bebc6592a9b77f8297a631cd00bf43cb22e2c31417daea15d59ac25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"893af8f682d719e087add2a5560cad7b0a6f0b8782ac0aa57c58603c013ee2ca","formula_version":"titan-u-contract-v1","latency_ms":22.788792000000058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_3327","prompt_sha256":"c14002704b0d966bc8d44db6ad807949c11ba01a2169aaceaa356f3116b7a553","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb33f1ba29400e67bfcf01e4a69c23b5140f0723465195d65a126ba8b26cd82f","formula_version":"titan-u-contract-v1","latency_ms":24.4876670000167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_595","prompt_sha256":"47cc14e8c7b62ae104ff83043e03cb86d7650583bb3b724255f9be7655e88d6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"f49b0d4604ce3b8e8b971f77ff1114df8889b9f274fe417d947ab17fb53707ad","formula_version":"titan-u-contract-v1","latency_ms":23.293792000004032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_3003","prompt_sha256":"93253721906ea5ddb279e24c8799d02beac16503bef40c962775ed460ab854e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"259f7f01699ffd2bd43c01ad57fb0db34532e6db504451b40274c924ce132b34","formula_version":"titan-u-contract-v1","latency_ms":24.15849999999864,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_4090","prompt_sha256":"e6762136c739dc2e8f0a71ca950edd1e93315373b3a303e15f0d145f669d322a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"78022059205c5358df758b92a044e4f394e1fba2cd59b209e499f18b909bca39","formula_version":"titan-u-contract-v1","latency_ms":23.729042000013578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_1139","prompt_sha256":"2773ae6c2d869840215f88cfbe05d9c0b50c2643870723c64ff34ed4010cd75b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"db936d3fd32f21c22d5cc320de41dcd7bf27d21cb5b9c512950e41c54fd7f83b","formula_version":"titan-u-contract-v1","latency_ms":21.9000840000092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_230","prompt_sha256":"3f78e29205c3d8035084755cbc1a6217dad42902f160f3cbfe7b35ebd705b9b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1212890496265893},"components":{"alpha":1.0,"bonus":1.1212890496265893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1212890496265893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4725,"eligible_count":122,"excluded_count":18,"feature_sha256":"87675d1df9854214117ea4e01417f68aa52b603f6991ace3fe5a305d6fc593be","formula_version":"titan-u-contract-v1","latency_ms":27.43137499999193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0879557162932558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_3369","prompt_sha256":"58b96a8ca82d1b75cbf497a35a69a88392a9f6cba113ecff72d5d58a4013934a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"915d156465af74d66adf9779314f6303daae884fa346b21482e562cbe38f05da","formula_version":"titan-u-contract-v1","latency_ms":26.984999999996262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_2037","prompt_sha256":"22e591d8407a4e709096dadbc17c923ee5652ab9c93f2ab05b81031eb025f8f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"10608bed09e01421ca22cc6afb1afe29b97d172ddf8c6492facf9f256e9aa172","formula_version":"titan-u-contract-v1","latency_ms":24.484333000003744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_2854","prompt_sha256":"c0ab1c1c197de7cc2d239607ec3b581fc8ca8e21c1479303e08f71bc6d8c0e59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541518},"components":{"alpha":1.0,"bonus":1.0636644354541518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"06b7591058e9558230f7853c83cb59dbaa7e1647c971b41393e8fc8356a3e586","formula_version":"titan-u-contract-v1","latency_ms":24.138334000014083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_4081","prompt_sha256":"49509c6d199f3bd99d0c2444765084980a7637db24a65b67aabf8367f30644e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1210759480293928},"components":{"alpha":1.0,"bonus":1.1210759480293928,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1210759480293928,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7b235749a925baa15249bdb1579a322e87427feebe47cb7f38c2b97e733aa43","formula_version":"titan-u-contract-v1","latency_ms":23.033624999982294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0877426146960594,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Art_892","prompt_sha256":"27ad956b340a4c27a38986c9951f4b086460499023e726c86baca49b71a94534","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064375642248777},"components":{"alpha":1.0,"bonus":1.064375642248777,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064375642248777,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4796,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cfe8d9860602e46fe3d8cc955ac88eb11acbe6d8b1b438a199473f79d5b6767","formula_version":"titan-u-contract-v1","latency_ms":23.53775000000269,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310423089154435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_1971","prompt_sha256":"a5ac6e484b4815a46893cb64d03c127af681e622a33b214214de2f54d8a04c90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481332},"components":{"alpha":1.0,"bonus":1.0639659886481332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1d90c7a263ee45c373f33818d416f197fad22ee7ec713cbbedcfd9ad7a9ac81","formula_version":"titan-u-contract-v1","latency_ms":28.494582999996965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553147998,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_520","prompt_sha256":"a1c17dd8b4905c14ebff04a1a6cb72f6d011dbd7de882051ad227abccf557832","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc81d7fd23dd56a0f11af08c7481a5a57b5ce6c6a1584426483d0e2960853bf0","formula_version":"titan-u-contract-v1","latency_ms":24.493250000006128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_1890","prompt_sha256":"4eb1dc39c1574a7b23440f3198f7dcee68a284840c9c4ab6aabf8f510ef73905","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"08493508c14321e25b9330215ceb12a89508504a4a15ea47d0029cbc862e638b","formula_version":"titan-u-contract-v1","latency_ms":26.007083999985525,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3481","prompt_sha256":"53d87125b764186bce40697b6d2183989e469becc0229f1656d67cb7d1a5dd32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"a6482a6c7c9201fbe66906f995641aed9edd4cc3c438936a0db53b85229ebb99","formula_version":"titan-u-contract-v1","latency_ms":22.105207999999266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_713","prompt_sha256":"61d301af67df83658558dd0720fbb378766a24a1840a5446a76d1102de48c7f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e2d12a6cbc8c6c7042c71c9e587d5e4f85303c00e8d8a2740d97dfe5af6c8b1","formula_version":"titan-u-contract-v1","latency_ms":23.240249999986418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3277","prompt_sha256":"4a7d4071ace083edeb03e965966ed6a0d240c6754cedcc6a05ca35fce350853c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"3021ef189c8395670d3038ed65156f9bf4ae4d98d9d25e40021ad00b766e6779","formula_version":"titan-u-contract-v1","latency_ms":23.911333000000923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3765","prompt_sha256":"a3ec252db13fcec39328f0cd0d15b7b57f6d3c60693042f3eb834eb0cc405125","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"c97f2211ff65325d4e94ef0e0bcf199b374abba49b2c91489581882bbd9fb5a6","formula_version":"titan-u-contract-v1","latency_ms":26.033000000012407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_384","prompt_sha256":"6b11eb5b2cc244fecc5bfbe86fe4cc2607146a6eaf4221bff6093d1c6dfe7fc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"963cd9a90534714f104dfaf16927a88bc885ac65bb131bd69492a776c661e7b1","formula_version":"titan-u-contract-v1","latency_ms":23.185041999994382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3548","prompt_sha256":"bb515e4c464d15589935d49e03ef5cd27bd4230ae427564a82bf940ac469c724","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891718},"components":{"alpha":1.0,"bonus":1.0637317712891718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"e289efe128e78bd178d6b9fccf6b36890d9f153ed1febb3a40bd7ba17937c220","formula_version":"titan-u-contract-v1","latency_ms":23.85337500001583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558384,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_2556","prompt_sha256":"48b52d6da7a5e4225c48f37795b68d45a18f67d9f7880cdce7f42e4c79335ccb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789665},"components":{"alpha":1.0,"bonus":1.0639625558789665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"93bbc307d4899b0c0faa98bae1caebcf694404c04befe954f44f22e0c71bd841","formula_version":"titan-u-contract-v1","latency_ms":25.756624999985434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030629222545633,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_1568","prompt_sha256":"539794141962d1eeb400ab7b450d3ca846d20c3a3727465d88e8d160b1c2b5c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"128fa5d44eb2a7d77d2dc1d636724f472934fe77016949ed1860d9fb4bdf5397","formula_version":"titan-u-contract-v1","latency_ms":28.168791000013016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3221","prompt_sha256":"0ce016c264034a9ec3fddf32f19a86d1c0b120877996247983234a6c8f6a1768","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"068e5c24d2b6676e05ec61de86095bec5648c6b052049cecb841e734a1831237","formula_version":"titan-u-contract-v1","latency_ms":31.18045799999436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_1314","prompt_sha256":"ad3f7cff0e96b092e560630d810681909787e4cbf7769409d54cbd5a1dd38473","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"51a0f90d8c8f80cb175a37c44a2351c85c37ecc138ca8e7630e51c8e1c319255","formula_version":"titan-u-contract-v1","latency_ms":26.538917000010542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3430","prompt_sha256":"7063db446dda77b7ed438e612a2e773cae801ba743999655d325f14da62c7969","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490127},"components":{"alpha":1.0,"bonus":1.0639694287490127,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490127,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"87c9266b44a338066f7d5bf568bf1a28194c09fb2acce029b528067b06139061","formula_version":"titan-u-contract-v1","latency_ms":25.62145799998916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306360954156792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_2127","prompt_sha256":"569a582f5f530a70c92e8b7e18c1841775b62aeb52da3b8d53f63e0e8bc97f96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089874},"components":{"alpha":1.0,"bonus":1.063706025089874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"147d13aa01a64f98c603db20d7551860252d5d0ca2c0d34bad04358381a41f7e","formula_version":"titan-u-contract-v1","latency_ms":21.67766700000584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_3678","prompt_sha256":"f8c57062c716f75911851fa59163aaf3598a38734003c69ea6afd314f5794908","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"4345ffdeb5402edbb327c0cda84a630cd718426debf021cc663606c6a19775aa","formula_version":"titan-u-contract-v1","latency_ms":23.7737500000037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_2869","prompt_sha256":"8dfa704d089f0bda81a8355a12205263457bbced6a0894a167ee9c01ce3a6b65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636891911232809},"components":{"alpha":1.0,"bonus":1.0636891911232809,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636891911232809,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"f104515cd075960287cfa63da9aac8c32f147ba1d5c90a6bdc6b5d42ea7c6c1d","formula_version":"titan-u-contract-v1","latency_ms":22.548833999991302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899474,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Board Games_2809","prompt_sha256":"95fe752cf697df9fd0de6f082da1868829ffb3cfcd47eec2a44d16c402afee68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3e9865bdec2383b5b66ced185154843debed8794670689e98521d4063c20b12","formula_version":"titan-u-contract-v1","latency_ms":22.764958000010438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_2449","prompt_sha256":"09892bf6d5fea6750f413629ebe0df5e5f7ae619ee633cf7d3297336b32df88c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064011281806965},"components":{"alpha":1.0,"bonus":1.064011281806965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064011281806965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"f816343252406eee6c219e051794a68db48080d151d4362d49b74d27a0d24906","formula_version":"titan-u-contract-v1","latency_ms":23.009166999997888,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_1695","prompt_sha256":"70bb03897945b304d57d08dca0424a9e396171a264ad1facbec1856f59ef9ed0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"3163c9a6670b02a58d8eb8e43f6c14dc9770dd07773d20a31a6688310e495be0","formula_version":"titan-u-contract-v1","latency_ms":22.158791000009614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_69","prompt_sha256":"30c9cf4dc6aa0c7da963775991aeaef205361238a61afc8fcb4d2ac51cb058b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fe714df52186b2fe63902cd95c348da88f5193e1ec0a58ed435fae2888dfe9b","formula_version":"titan-u-contract-v1","latency_ms":21.985542000010128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_2386","prompt_sha256":"7ebf4535000d5de97474a4fbb0cf3b2702f173076722b8b6f8d6cb7e673a83ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"5006e1d8be7f3c93b32827419679da3f001b0e7d56706fd91387b6d91ede0d53","formula_version":"titan-u-contract-v1","latency_ms":21.2704580000036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_946","prompt_sha256":"6f420f59805cbfaaffe2332d291031a65abff80321b25005a30619a2a3edd053","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642363789649836},"components":{"alpha":1.0,"bonus":1.0642363789649836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642363789649836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4764,"eligible_count":122,"excluded_count":18,"feature_sha256":"4de940fcb4dede91fc3755508c39d4266ff2a01edbc8202ba23371088a8ad4b8","formula_version":"titan-u-contract-v1","latency_ms":21.975042000008216,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309030456316501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_100","prompt_sha256":"96da7d21d5009185ac74ce23a456408ecaae05926346c972e693e4a4de9defb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfabe8de85134f6a920b99cdf1e725817ce9a970c02a07ac527a77302bca467d","formula_version":"titan-u-contract-v1","latency_ms":21.652291000009427,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_4042","prompt_sha256":"bec74ce61b49169b30f40070c01ec2613aff14d25005a6b6555a8f7972b5eb6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"47d5a7482232e4a946d2b69f1526371c2e6297c898d732065be465cd1b2964a6","formula_version":"titan-u-contract-v1","latency_ms":23.109790999995994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_1447","prompt_sha256":"c208e9a91d36c14390fff632db6ee426fb4228bcf1bc319921d2f269420c3325","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624337},"components":{"alpha":1.0,"bonus":1.0639523015624337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8e91fc2f8c2dd91bf4150ecaa19779f1743c8cd285b2f555d024b9dc7b844f5","formula_version":"titan-u-contract-v1","latency_ms":25.189290999975356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_3253","prompt_sha256":"6119bc371711e83d12ccf52428c175845b123cd8a89d6b8c7b1da55670e3e70e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637700093594011},"components":{"alpha":1.0,"bonus":1.0637700093594011,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637700093594011,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"5756ac67d8f9ebd1ada16716550b68047d9af13e7a38014150a6fa3071e6613d","formula_version":"titan-u-contract-v1","latency_ms":21.693875000011076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260677,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_3210","prompt_sha256":"fbceac911b3125110af3b8eb98de249b62ddfb53fd09b3b303bcbdae969509a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c9db3d8c71b012b822df34ff71e284f6c86ce0034fbb1e0a2c213d94c0bbe0c","formula_version":"titan-u-contract-v1","latency_ms":24.63887499999373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_2826","prompt_sha256":"50e4320df625956f8eb811108e7af7745bf92bb4ebd7531fb49b2b371f9d1957","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4ee2d8010b698ff2d893870d38cd4be64c6ff21d37af0559ecb73eb78ec2ead","formula_version":"titan-u-contract-v1","latency_ms":22.905875000020615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_675","prompt_sha256":"a10d819af77ea29fe4b2ddfdf0fb01fbc5897163a400cf567713114e5046ed46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1fa35b7692c62e546f659ea3044f733adf527c1600250104bfbd9da8ce6ebde","formula_version":"titan-u-contract-v1","latency_ms":25.45025000000578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_3681","prompt_sha256":"69b2f5843c08b5100e43a389f547fa944ce5ec8a3e32b1de4ba9a9c832de3cbd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015816},"components":{"alpha":1.0,"bonus":1.0638856259015816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"42feda648ed361ee2f94a27dc6b51282286bbdeca8efe34ad966a1f9ba16ce6c","formula_version":"titan-u-contract-v1","latency_ms":22.286874999991824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682482,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_835","prompt_sha256":"6a752cc6ca955090ab8622156b0fab00d1796605eec8a5a834a5bcb4946540f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b5c123b714b8c88836d52ab95d1d506951abe0a2ce022af065e96fc46be3cda","formula_version":"titan-u-contract-v1","latency_ms":23.76724999999169,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_1448","prompt_sha256":"6a985fca07bb9abe7803988d0e87556a1a34e087a7c00144a8fea1303056603e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"28b295492084c8f3ed60f3984709dd749c9e9a951b2b3d25e675e3667afb9ff4","formula_version":"titan-u-contract-v1","latency_ms":23.804917000006753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_2146","prompt_sha256":"0c1cad99f534655f7336c9ddde2abba5458513d9f1755dd8ca9ad6eb57d3cd0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"26536214ef913ae4813e88235676c5d4e8732ac1f260c125098577b696acde4e","formula_version":"titan-u-contract-v1","latency_ms":25.23145800000748,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_1728","prompt_sha256":"f6ebf759740ded1eac2bd1abf388c35ac1e8451cdd6bc12d7ad071480a47237e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d4ea1d0d7b7337f2e3f6f14edeb3633e421fc3cd8c8b8bf85e02983ec9f4637","formula_version":"titan-u-contract-v1","latency_ms":24.492458000025863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Cartoon & Animations_1900","prompt_sha256":"44450df3309872ece7889d43c2e4902135dc64e0a57e9023b1528283b7f673dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"372ee77582d4d6451ed88263596d8a39dd3f64b718c92e2c1907b687fbc1bd1c","formula_version":"titan-u-contract-v1","latency_ms":24.16500000001065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3416","prompt_sha256":"fd5818a9541c8ec40eac8ab8ca304f30a57a31ad6f6e895bb2ac1f6135f02f47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866844},"components":{"alpha":1.0,"bonus":1.0637551556866844,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866844,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"d45f1ea733ccacd1e74e2adf7dbf78920a8e162305ff2772a9be6b045858d216","formula_version":"titan-u-contract-v1","latency_ms":24.15429200001995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030421822353351,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_2958","prompt_sha256":"7dec24676f77ba99a4ff877e200c6b299562b910900b8385326c61129ecb53a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"3dc87017320411c9d2ef6644d7d5ce36e2ab6a0a4f0dc1143598006eca590ab6","formula_version":"titan-u-contract-v1","latency_ms":27.175249999999096,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_324","prompt_sha256":"7828b292f5b08348d9518534980e7a514c44498df3c0b1be8cb7db6441d12276","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456185},"components":{"alpha":1.0,"bonus":1.0639763309456185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"54ed0911834d0bbedb871cd437bb7bc3fc3613326e112f90b1a819002be48445","formula_version":"titan-u-contract-v1","latency_ms":23.491250000006403,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030642997612285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_2349","prompt_sha256":"0ccac25f9233bf6b293be51596481b41c4c76bd41375f0024e8ee13548833ccb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"c92a97a6349c2848d64d719c659adf82cf1c7f39bf447cb8b0f0c3a59c63a143","formula_version":"titan-u-contract-v1","latency_ms":22.62212499999805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3437","prompt_sha256":"2446397687a033bd11c0bd9e3d2dd25b719a466848137390864856c86aa54d34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae1e2c52a32e662a885cb592094785090f829fd331ee46e9df5fb0e12de305d9","formula_version":"titan-u-contract-v1","latency_ms":21.539375000003247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3801","prompt_sha256":"335edf820c8e09f127554d041f19a59536bfeb4296106886c755e490986b030e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"13c9fdf376b8ef09484661f4ef73b73797bf6f7473f56bc36e973721f79f131a","formula_version":"titan-u-contract-v1","latency_ms":24.13566699999592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3201","prompt_sha256":"de1c97dbe168f97783bfa7f4429b4285de4b5c79a4b5254c75ce7abf482c6030","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6020e7132d7ab640542c773877b521788cd91d3b04089086991c87f8cf4f080","formula_version":"titan-u-contract-v1","latency_ms":24.984082999992552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3181","prompt_sha256":"be238868d8fedf7914d14057ba09dde9045db12c6740680af75eda523dc046f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"fad0a9ade8fbbdf2ebe50f4163cea641afabed9e9f0bba3c4f277ac5189b7c3d","formula_version":"titan-u-contract-v1","latency_ms":23.460749999998143,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_4013","prompt_sha256":"2a895659ef8e0a5d52caf1c9ea422f5f0b7c7455ad8be222f21d03aff448d163","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"5afd7ec594ab6b1ea75f0b0fc067f9c1714dfbcfb7ddd79f14cdbdba9c927511","formula_version":"titan-u-contract-v1","latency_ms":23.457124999993084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3091","prompt_sha256":"d4a1a77b427078ea357e499ec0d9a38e5ac5ec123f29415c9f01734107ff2d2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480664},"components":{"alpha":1.0,"bonus":1.0639219345480664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0b5d4b2f28fc61b71451952d7645a9efddc1ea7577fa846b3ea29e86d0562be","formula_version":"titan-u-contract-v1","latency_ms":22.655999999983578,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030588601214733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3011","prompt_sha256":"1c1106f890f95a8a9cff9b99de5c759b9edf2d4bae0caad17f3ffe49aa69499f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209429066638497},"components":{"alpha":1.0,"bonus":1.1209429066638497,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209429066638497,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ae9bcb48bc314d04d0d0c4aef9dec24c2f5d5a6cfd2581ba415e8d61e3f3f1d","formula_version":"titan-u-contract-v1","latency_ms":24.031707999995433,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876095733305162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3298","prompt_sha256":"b1cc4ace045926e173f911f69da9b1b64fa4a8939f258f7c3dc8abae6003c22e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"fac4a67b0dc3589136af4f7b67fce139dd7873188794e5b037c93dc6b7a3c2e8","formula_version":"titan-u-contract-v1","latency_ms":23.208457999999155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_2252","prompt_sha256":"899d7b739a3da4793c52f105e8320cbbf11e49e19b60ae5553ce1ccbc16aed15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541399},"components":{"alpha":1.0,"bonus":1.0637259985541399,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541399,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"862a20d5b737b4f5d66ca97b486b6251c8bc40f5380e2646f1d440024e2b4453","formula_version":"titan-u-contract-v1","latency_ms":22.293667000013784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208064,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_2540","prompt_sha256":"cc5d1f911dcc7acd01dfd403553e710a4f920cbd91172b59016be58d1be2acef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"73e33935db609041ed3e0903516dee043bf250bf85277184df9f67fb082dd43c","formula_version":"titan-u-contract-v1","latency_ms":25.873417000013887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_2125","prompt_sha256":"4363138c363c248a18627c5d1bb7e36b48bbb2b220804c4235335193986e1eef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"8091b1c8625596547a7f20c8000ac00211985398f148beaf8a2004d83b1efea7","formula_version":"titan-u-contract-v1","latency_ms":24.203249999999343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_2999","prompt_sha256":"1b363339680ea1cbcdc2e5fbef798cb0e000246cf691a3063038f14fa94a36ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"54a1ed0c880c890c3526c29e9c939bf77e8c16d79d8377fc42fd24aadef7b4bb","formula_version":"titan-u-contract-v1","latency_ms":24.194083000026012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_1300","prompt_sha256":"1110ad80d8b9312c752e31d12c85e853b5dd717df035e0cef2a8df02f1c52c5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cccd509d27383fd7bc8720c7bbc1fd747ff5d8b77d69fd7aa66c2248eb737fd","formula_version":"titan-u-contract-v1","latency_ms":23.3137499999998,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Comics_3858","prompt_sha256":"0af61a10f6e052cc1f4fb61684411ae485a399af36cb29e49d2931ad8469ae27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508515},"components":{"alpha":1.0,"bonus":1.0640183599508515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cccf75e4f2a17c458ad5660bcd0a5793daafceb4a8fa5f80633b63082ce6aa6","formula_version":"titan-u-contract-v1","latency_ms":23.550040999992916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030685026617518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_4000","prompt_sha256":"983e76d6cfefd1067995211c0bab4979607ac936ad746f5fb0c8929eacaf5b3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311463},"components":{"alpha":1.0,"bonus":1.0640077537311463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"a99be61f070d1906cba12ecb719ad7de18f5b4848c6a5df0f08b0d1645670a03","formula_version":"titan-u-contract-v1","latency_ms":29.51100000001361,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306744203978129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_2506","prompt_sha256":"6a09a99a7c7260c76545299f3fcde46c188aa00110c69703733b21798fe094b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640148172135575},"components":{"alpha":1.0,"bonus":1.0640148172135575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640148172135575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"e83d2c0b2deb1e7a494ea2b1b0aec7f5806542f2ea28d4930dc54a8d70bd8299","formula_version":"titan-u-contract-v1","latency_ms":29.258790999989515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030681483880224,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_2777","prompt_sha256":"40232982de4acf8c1d92da6f046b08fa8b1f1fe71837f69773b5b948f1cedcf6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"c77817bb2b489846d2d7745cf6d7a07a852bde9f63df9b93033e52974479aed8","formula_version":"titan-u-contract-v1","latency_ms":26.3447499999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1502","prompt_sha256":"b2b5e128a82549f681fc6b0ae000042ca5cf53ed3c344d909f2a26b3d07ec5d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461729},"components":{"alpha":1.0,"bonus":1.0637880758461729,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461729,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e1eb8e08532b3689054d1c169512bb315ad6e101cd278931bfd40f8131c7a36","formula_version":"titan-u-contract-v1","latency_ms":25.130458000006684,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128394,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_2098","prompt_sha256":"3a17fc1b446b0708e916192cfd3b771890b44cafe28ab48bd042839de351aa59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063993714737075},"components":{"alpha":1.0,"bonus":1.063993714737075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063993714737075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"0025b3c8864d3881d248b332838ec7600012b90407b7ed4ee67e17b10c4d1a25","formula_version":"titan-u-contract-v1","latency_ms":26.235208000002785,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1309","prompt_sha256":"08a1ee56595466105f684d2866a49defd875a59a721cb3b0b9e5adddfd6405da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"f080c3c9e94a08246e11dac3da4785da26c7ac458b6d224f700593523cb2a90a","formula_version":"titan-u-contract-v1","latency_ms":26.863667000014857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_2849","prompt_sha256":"22e8065b884f3bdeecbcf4b0d65b3a637d0d07a2cd322b4b9dc9ce48c416e5c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b9ef938b00c3af5ba5c21234b299bb9eb15f3891aeed5b457709e345c46c8ca","formula_version":"titan-u-contract-v1","latency_ms":24.18787499999553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1662","prompt_sha256":"59e731c1bda3622cb853a91529cf0a9784115fc279bd4fff198ba03622196366","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e4a1ca63de83de12c6fcc6f299bbf8d3509aaf6e5ea1993e1f649f1438d9bd4","formula_version":"titan-u-contract-v1","latency_ms":25.84441700000184,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_651","prompt_sha256":"b31edd16edce15dd566689d34fb8f47281b562ba47af2572d2252820397acb00","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015805},"components":{"alpha":1.0,"bonus":1.0638856259015805,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015805,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"6350c3797d88c2c1bd27757bb86afec9117457c5517c24493f1f24205391f4e2","formula_version":"titan-u-contract-v1","latency_ms":27.70895800000517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_488","prompt_sha256":"6237ab32f2345727d0a2817c74a50fb5487011f30ac70edd2b20f0281fc2aede","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"85707878a8ce4e2cc36b58022d278ab4d334e8a9f3d30c91d27b5040f9ad0758","formula_version":"titan-u-contract-v1","latency_ms":26.21391700000686,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_299","prompt_sha256":"a07f235b48a031413dc0e7eb210270f596717495db96a59364c4f1e22f9cfc97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"2176c6a3333b4d6dee393db20972847bc6f7be976a1a9f4e5ac2f32005c29b16","formula_version":"titan-u-contract-v1","latency_ms":23.084957999998323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1225","prompt_sha256":"f757fa7456d729a5f268362592f89d15a9e49978cbb1ef692cd81badc799219c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c64058c3b3e814079e7cf933023863ea87cab186cc6a463c78cb0ee0fd79bdf","formula_version":"titan-u-contract-v1","latency_ms":24.925375000009353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_3571","prompt_sha256":"388c469564913926f36d1d4cdbac7b4f26d844a34625fcff13df409d095c6426","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"95032e542f13785ec22e75dbf3b9f5d05802e31eccabf4caecdcc1b083e047c0","formula_version":"titan-u-contract-v1","latency_ms":27.42858400000614,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_275","prompt_sha256":"5c2a3253515f702dcded9475a9a97dc3c723fadf40cea3b799514b3283f0c652","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"607613cd469bf139ca83ba8068f2df6e05086944c4d753b8f736f6df62a6f0a0","formula_version":"titan-u-contract-v1","latency_ms":24.66991700001131,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_2203","prompt_sha256":"37a63d377622d0a7728ed3af609a24f2390be7502e787a6f88ecb679064503fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640687279553425},"components":{"alpha":1.0,"bonus":1.0640687279553425,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640687279553425,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"ceb48fb073648ca1366f275330a301629a6ef1c64a6b36f2d4d85f9d0454f539","formula_version":"titan-u-contract-v1","latency_ms":22.906500000004826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030735394622009,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_3557","prompt_sha256":"d3c833e9ba44a84ea5724343b3b0d69a70201bac67bd82d86b7c801300fe4563","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"4504d07c0c2ae85e0301342ff52b07bbb89cfb923ae024b436e505ef108874b8","formula_version":"titan-u-contract-v1","latency_ms":22.722500000014634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_1937","prompt_sha256":"0a6d658590515c5140f6842eea06387006f3cb5ca03b5cffc2905af375763bf6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742384},"components":{"alpha":1.0,"bonus":1.063908628742384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"baaef08c0577dfd6a726e14fda0022d69f765edf385d74682a48e9ae5a07199b","formula_version":"titan-u-contract-v1","latency_ms":22.698916999985386,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_873","prompt_sha256":"7f3bc3f20739add210f5f116a2d3c16c734aa61bbaa8f4ac9ced02382691072f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890665},"components":{"alpha":1.0,"bonus":1.0639972134890665,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890665,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"39444855d41324ea95eb79683df112dad17e9a2c695d43ac6913ff7ea1601890","formula_version":"titan-u-contract-v1","latency_ms":24.601832999991302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155733,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_3682","prompt_sha256":"39b09d813e6b6cb736661777e0eb40a1eac468b95d950626b39825c9c69ad16e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e42fee06327598b925f732c9b62c8d9f840b4ff1cb0d63f6bc8e07cb0be62e4","formula_version":"titan-u-contract-v1","latency_ms":22.10729099999753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Film_3761","prompt_sha256":"c4cdb20c76b6ec89e5e2999ba8af36c5a552a609d77ce0db8c3a3f5099c40c27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"259d06b9d0c28f5f34b98084632d9abebdcc1950bc7760b01693e4d3de43f953","formula_version":"titan-u-contract-v1","latency_ms":21.960458000023664,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_2818","prompt_sha256":"ba6e0715ce97acf5cece8f1ce60c982c9649dbd583a8d9c976968d617082d704","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0e0e0a20e04235e4c942942aaa8068a186e7021bf65f970e4c567e85e8f1f1f","formula_version":"titan-u-contract-v1","latency_ms":23.115582999992057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_1224","prompt_sha256":"cd6ad98af9344149b34f17f6fb9dcc5eeb0c96f135ebc2a32f262d46d70f5cbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024957},"components":{"alpha":1.0,"bonus":1.0636297266024957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"081a19a9a8250700810ee18058611ef9de25f893eae461f376d3367ca63833ff","formula_version":"titan-u-contract-v1","latency_ms":24.073041999997713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_2488","prompt_sha256":"da967d2a399d247a212b67f01b2b6578e1ef73922cd76abea5eaf5e6216f1d5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d9c6e7447c37d946826930ca256981fd1829a5c8bfb04a7b9b87f8eed214384","formula_version":"titan-u-contract-v1","latency_ms":23.96699999999896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_3385","prompt_sha256":"40658ec4c31d6a21a1bf76bf45da5c004d7d95835257ce5d781a2cded0b183f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423842},"components":{"alpha":1.0,"bonus":1.0639086287423842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"9863ab42eb0ce5141f702a86b83a684c52cce3918e4cfa506f72e371dbc4af83","formula_version":"titan-u-contract-v1","latency_ms":23.611875000000282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_1796","prompt_sha256":"13bdbc2bbc1f9057bf043ab0b275e569604691ba4379f26e4f2772e000e1a666","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1208948573572812},"components":{"alpha":1.0,"bonus":1.1208948573572812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1208948573572812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"08a2ad77c87957cf1ebe659a5c8a491436c6d5a75f527264d538cf475c4981b7","formula_version":"titan-u-contract-v1","latency_ms":22.65625000001137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0875615240239478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_3268","prompt_sha256":"9af44b35899ac0409989650fa8a88f3efa4cebc83b2c7bcb5509e72e9430b471","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442869},"components":{"alpha":1.0,"bonus":1.0640723806442869,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442869,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4723,"eligible_count":122,"excluded_count":18,"feature_sha256":"a55f0ba5ba8eed39e1d491375fe319556f36215b77469a405e4ff98b4aa0e189","formula_version":"titan-u-contract-v1","latency_ms":23.021457999988115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109534,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_147","prompt_sha256":"1e02c4aa60ee06cee1599412d77d840ece159f7f4b962bddde6ba3fcd5e2f70e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e59acba633df07ad3a6245ef8b009034339a93903a2dc1b2e88b49810a4899a","formula_version":"titan-u-contract-v1","latency_ms":30.880916999990404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_19","prompt_sha256":"8ec8f52f87ca4384ea2943719243ed3b9a80b4874bec7cebdc7ea445cc38635b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640219100187738},"components":{"alpha":1.0,"bonus":1.0640219100187738,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640219100187738,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"85548577d613d9073f1259e466492f4237a267143b46ab3017c5efd002fb0a3a","formula_version":"titan-u-contract-v1","latency_ms":29.68983299999195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_1431","prompt_sha256":"5133e55bf0c8a819705ab0110f4f30c503ecb61bcfa97d5615719e0fcc42561c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"d5c8a86089cb73ffe3b95af79d3e021ea66619ccf322fd3df7f1d4e3d50462ed","formula_version":"titan-u-contract-v1","latency_ms":31.089125000022477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_209","prompt_sha256":"051f1796be222ed346f27e1fbd26f65d981f254bdfad9900fdf1ee5b68127859","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"604b84239243c211a5f9ef4fc51bc45a78df3368901b7f9f30be6523127ad63d","formula_version":"titan-u-contract-v1","latency_ms":30.61804200001461,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_2939","prompt_sha256":"eb552e8e34e685d1784aa3e806547f6c6c5d6957c770010462c5a61b088a79a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"e15835c74216c2f752f770fd927a8ab6576e9fd09a704a5a2ab49769c8d3ca94","formula_version":"titan-u-contract-v1","latency_ms":26.002082999980303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_3035","prompt_sha256":"b99bf4e044b90d044335228170afa52f5ba3e6a9e93f91180c9ab3d30914596f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360432},"components":{"alpha":1.0,"bonus":1.0639557123360432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"602c21af125630c010240f0bd51206f7641192b953dcbee2a0939560c937c3a4","formula_version":"titan-u-contract-v1","latency_ms":26.491832999994358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027098,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_800","prompt_sha256":"10d3167607b8dbaa0d3fa284933d100d421c5a588b08434f1d12b20f354850f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427319},"components":{"alpha":1.0,"bonus":1.0638533880427319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"d40fbc2cc1bfbdb915a730d810ee6169428f88d803804d5ceb53c8df899d212d","formula_version":"titan-u-contract-v1","latency_ms":25.62166600000637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_314","prompt_sha256":"3e4162381ee1abb2a8f2110355640a68eb394d8691cd6236f534552e3d026933","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911139},"components":{"alpha":1.0,"bonus":1.0636218929911139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8975901c0c99700c46807c27681a681d0a7627ffdd152a63fb71e30f6bd5632","formula_version":"titan-u-contract-v1","latency_ms":24.51812500001438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577804,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_98","prompt_sha256":"0a658b097405ef354226f8c33c5f8a656a69f3829b556bc051ee4c18d6aa5618","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"fac7b7efcb9e68aba4f2120ef3f86f012259b020b69be987d5f6cc0b3069326e","formula_version":"titan-u-contract-v1","latency_ms":22.696416999991698,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_1876","prompt_sha256":"065effcf41f349649839a3f7ce034ae3fc3164e5ec7e9b8b92f8e3fcf247f181","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211936475526876},"components":{"alpha":1.0,"bonus":1.1211936475526876,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211936475526876,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa7b35eaca5d1f9eae3f79aa83ab78303205a86d98ddb121a76590e12fd3221c","formula_version":"titan-u-contract-v1","latency_ms":22.954249999997955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0878603142193541,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_2974","prompt_sha256":"0c75171aab83a451f2d433ef85707420d31255f69593f328e25a42fd37836dc7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063800266879314},"components":{"alpha":1.0,"bonus":1.063800266879314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063800266879314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b253fbecbb178260ba8fa920ca684b4e8e1f3d6c258c2570aaf523bb528b60d","formula_version":"titan-u-contract-v1","latency_ms":22.96879200000035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_680","prompt_sha256":"4397eed73e0021861bc3e6f344e01cf9b941c92671ebbba4b5855270a02adb4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4716,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd43ed3dd211d01f77fcd907868201cb911d40008a66ed8bd3e1e24367bb14c4","formula_version":"titan-u-contract-v1","latency_ms":22.65704100000221,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Japanese Anime & Manga_3521","prompt_sha256":"ffd7490817fabd6fbfc8fbcb4968824abaa9e131aaf179be2249fe280e57b95d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8562f123d09cd1aab0c7e6bfa44be054da17f82fd2dbe4a4c782d6490fca728","formula_version":"titan-u-contract-v1","latency_ms":22.00470799999721,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_2805","prompt_sha256":"acdc99000438498ed182b334ac82f71bcf1639c1181308e3ffc9b95c27513b25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063728881253348},"components":{"alpha":1.0,"bonus":1.063728881253348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063728881253348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2f4fe99f5cc8ec4050c726ba6461263b8f8bdbf2be5942e064230d7919eafb8","formula_version":"titan-u-contract-v1","latency_ms":21.733332999986033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_2589","prompt_sha256":"0099fed97f93749b0ccfffd2f6467bc8b746607a8134506d9115a7089f793b93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"50c81a86250423cda68e43757764ced4c64da3ac43956d178a74a1406bffb3e2","formula_version":"titan-u-contract-v1","latency_ms":23.79287499999805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3921","prompt_sha256":"5d2164105f6f9f4ed57bcf75475e296bbcd7c28e206b977969ed0f97b910980f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"542f3471f3ab7bbe562d9e09e15bb9ea5c05f1427b159fc3cb3901b8cfaa3f31","formula_version":"titan-u-contract-v1","latency_ms":22.46479199999385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_1526","prompt_sha256":"372f3962d8ebc43339aab18f33bbadab4e050da13935294d80f77de26c4c376d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"73a8f90d0ca0f4c05d3e2d31385f384e38e17cd70021d54e587472240b53733e","formula_version":"titan-u-contract-v1","latency_ms":22.559959000005847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_1525","prompt_sha256":"d0925131fbb3e6dd3c987aab58828fc3eeab372e98b0e488323e647d9b93a35f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"15d862279620e1f71a705358b03d1b70ac55668babae9d690d746e2f40ff73c3","formula_version":"titan-u-contract-v1","latency_ms":21.38412499999731,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_1515","prompt_sha256":"b755c7b2770b732ade0f641aa86946038b58b9577a39227f839e6c9296c2dcc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606865},"components":{"alpha":1.0,"bonus":1.0638791196606865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"7971d68494f0dbf4ad3cf0c8ed277a87d3c6da6c8fb8fa7d469c944b9635c92a","formula_version":"titan-u-contract-v1","latency_ms":23.400166000016043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030545786327353,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3338","prompt_sha256":"9cb0587f2d5404155fe24084cc23c44da0da55450682e1017be97f046287fac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"b05eac573495804f1f62a2f0cb8a30ddf8c9d56c375c6cd991757a1c6f78b758","formula_version":"titan-u-contract-v1","latency_ms":24.217374999977892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3807","prompt_sha256":"fbca2c1d82827854ac8c2159449395d7cd01c730637c9792f895ee4d799b59ae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301734},"components":{"alpha":1.0,"bonus":1.0636509391301734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"db6a0f9b285fc637c75baef81751f227ead82bc56d5f7a5d701d9e05fbebd421","formula_version":"titan-u-contract-v1","latency_ms":22.976624999984097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03031760579684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3856","prompt_sha256":"ab572130d5cde7c2994e48f7388c11eacbfe625e210e8066b802ff5f0fb380f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"9588c6ddb48744959469bbe757365a0790e238305f1a5f09ed25c1c3046ebcee","formula_version":"titan-u-contract-v1","latency_ms":24.52074999999354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_2658","prompt_sha256":"a1b9cf0c202d3abd185a268126ef764b2edec661b9af4fd18d67314f5dea37a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"18618755841021e2d350cc5fab2f1bbb88caa5e8f828bdd5a860dd504866877d","formula_version":"titan-u-contract-v1","latency_ms":24.156332999979213,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3027","prompt_sha256":"89b7c8e29e17eb71a6c5fb53153b7b8676796e61815c449636c886802db4c43d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661552},"components":{"alpha":1.0,"bonus":1.063734668661552,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661552,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"20238ab102b83b0044c5c02aec57697d0aed3f392a8acd5f4bc38e85c52fcff3","formula_version":"titan-u-contract-v1","latency_ms":25.479041000011193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_1718","prompt_sha256":"e0d2fe1dbe1cca80ab18ce7ae90f4e4d75c31b4b1d958932a3e3ee0d46396394","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775793},"components":{"alpha":1.0,"bonus":1.0636167072775793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ecec7975fd571e0a9ab119d844d07f4c30c2a979e0604051f836bec6ec27f7c","formula_version":"titan-u-contract-v1","latency_ms":23.913125000007085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302833739442459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3068","prompt_sha256":"fce3ea3f3d672fa428f18e2c339f80a3d9b0b5cb959fbeaf45ded77c526446a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946314},"components":{"alpha":1.0,"bonus":1.0639119441946314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"d84b2991e9bc1c58270107323e462b7892e5ba07c69f09438258157f61db9e34","formula_version":"titan-u-contract-v1","latency_ms":22.78995900002201,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030578610861298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_1600","prompt_sha256":"a81b80769d277a2c33d5ab3f1052ec8a86421c1d6140510569ff05392e9bdfa7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc382d4610c2d3144c4cdbc3225891ada89dfccef2c1acc2a675be46cde114d2","formula_version":"titan-u-contract-v1","latency_ms":22.972874999993564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3412","prompt_sha256":"f7153b475c80d4873c37818b879c76a626284395aa47fdbee004db5eebac545d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063911944194631},"components":{"alpha":1.0,"bonus":1.063911944194631,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063911944194631,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b7cb82285290fa3ed0226d19a0bcdf61c3c38e14b7f5a679fc47a74fbbb6b13","formula_version":"titan-u-contract-v1","latency_ms":22.67658299999198,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_194","prompt_sha256":"3bf106661ef97bb737a7470c3df1ec0bee043195cba91aa37972777d1b6449f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759658},"components":{"alpha":1.0,"bonus":1.0638921614759658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"e124daa4c65ad65eb0e17c4c347faad955d879ac8e7c3329152a3e8211c98cd7","formula_version":"titan-u-contract-v1","latency_ms":21.97516699999369,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426323,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_3495","prompt_sha256":"89dd4c61fc0886bde23e3fd714639b723d8933d543d3c0a3a2537d4eb488303d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e9efc6666fa736f66dd68236c1034ac46fd0f38d4ef032035ea9c0a2899bd7e","formula_version":"titan-u-contract-v1","latency_ms":21.94829200001891,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Music_2223","prompt_sha256":"a90b85f8ca87980173114d47df5fa48a750c2ebefa084fcf3d7a2767c4244e2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262033},"components":{"alpha":1.0,"bonus":1.0637850464262033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d81105b9aa4e334fb6f582e0be184e614d9d99a8fbb5b5ec36e61d97e7d9897","formula_version":"titan-u-contract-v1","latency_ms":22.16233300001136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_3947","prompt_sha256":"2fe5267ea133bd56755ec090df63028e3cc4ed000df6dc13d0a6d85e4fcf90a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"4158f711b3cf635c5e084bb1cd8aefb4e465d32bba71efafd1ab5cd673f2bd89","formula_version":"titan-u-contract-v1","latency_ms":22.243166999999175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_3875","prompt_sha256":"d4cefa8a910bfd59bd226d5283285752b26d7e47bd91c893dc06b512852af895","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508517},"components":{"alpha":1.0,"bonus":1.0640183599508517,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508517,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c3d28c19fffc1308511d379d22bb9b97e761ea6a879271a3e6721cf5a4f6465","formula_version":"titan-u-contract-v1","latency_ms":23.720040999990033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306850266175183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_3672","prompt_sha256":"1e3221faebb38bd29057ebed3c16069ed49b2bd863f51007235e331943ca5123","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3f259d6b6721be1f5f9a63e733d95a67b5c488544fbced2e6c37b4f1224bbe6","formula_version":"titan-u-contract-v1","latency_ms":23.882583000016666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_3001","prompt_sha256":"b5a3d26548b0aba943b65fbd6235c481da1712e8f7ad4cb81cf129ddb349265a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262026},"components":{"alpha":1.0,"bonus":1.0637850464262026,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262026,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ce73379da95a7387c90e3abb739bf6920ad2bb46e99b7e3501a367388213e15","formula_version":"titan-u-contract-v1","latency_ms":21.499000000005708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928692,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_1327","prompt_sha256":"169add41401443d5d17ac32c93a2c5bae66a8c4c7a95af739baf6ac1c2558a0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5c43cad6908d38a62706c003e15eb90aab019f9b6bce03bfd376a072f7a7a5c","formula_version":"titan-u-contract-v1","latency_ms":22.27537500002086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_1861","prompt_sha256":"13802e683064ba7d2c0c92cd244ad772158e52cf841d8631b1f2df11f1def55e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456185},"components":{"alpha":1.0,"bonus":1.0639763309456185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"93fe20cde2d75b5302de76ac4b72cc9b219e1431038eb9889b2596dccc354de9","formula_version":"titan-u-contract-v1","latency_ms":23.086666000011746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030642997612285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_407","prompt_sha256":"866e66820b08d8c6aaa0f1d3264324a25e0e986f1580c26917a67b10f3c2b293","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1210104816637532},"components":{"alpha":1.0,"bonus":1.1210104816637532,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1210104816637532,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0dc289ce4b92f73987eccc7b9cbf8d31b301911a348f54e769e4491bc3c75e2","formula_version":"titan-u-contract-v1","latency_ms":22.366500000003953,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876771483304197,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_2864","prompt_sha256":"0c7b3ef7d56bde5668b7d1ad83499b1947c45ba41d67dbc62b50c5babea567c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975409},"components":{"alpha":1.0,"bonus":1.0639185970975409,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975409,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"64a8c934908ed05efcc9c9bac081615a1ac475d2eafbb8359ae7639411b750b3","formula_version":"titan-u-contract-v1","latency_ms":26.507791000000225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_4088","prompt_sha256":"28eeff112cddd90347ad4e8b6b4e2481b546606e9f76e98226a6a811899a9eba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"e23e2c382b02771e598253e0ba21b13fc725c5cc20e9cf2e730de3a3674c6731","formula_version":"titan-u-contract-v1","latency_ms":24.877625000016224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_1925","prompt_sha256":"da8b5aa841f07e158e56c43c2cd740b63745635ae6678049a11cffe9e42d02fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"879db0a197666ab4b134f13edfbb9c95c1d8fd5bf1cc53ed0f92d3914f0a11e2","formula_version":"titan-u-contract-v1","latency_ms":45.91641599998297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_2137","prompt_sha256":"95709b37b6196a4851a0cbca8754072e60cdf164d1decb517309c10b5d7f8923","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"27e4463af7ff2b2ab6fc5b42c2a9a0b5a03b792a95c74599a8dfb8298f7e1e9f","formula_version":"titan-u-contract-v1","latency_ms":34.647832999979755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_2941","prompt_sha256":"b0969d9c2eebba110c8d4cf22dcb9f705b29953cb61f8f464a4d2f6cf96a3884","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209705755504913},"components":{"alpha":1.0,"bonus":1.1209705755504913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209705755504913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"46e5ec0abb3cce665509c5b77be7b42db658f7d62281f6e385ce419aee2e6dc8","formula_version":"titan-u-contract-v1","latency_ms":28.62054199999875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876372422171579,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_1614","prompt_sha256":"51e052938a7d441400a77e59e02a29104ae61ddd0d1adb7261b52d1e9a33eda4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008146},"components":{"alpha":1.0,"bonus":1.0638694153008146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f87f504f7eb70b7c82d2f5b7d73e346eb9fdbacd67373355c68fcfaf970b6b4","formula_version":"titan-u-contract-v1","latency_ms":29.853416999998217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_830","prompt_sha256":"ae83bbf87c7ef726f075faa421c50b8e00870811109203ebd1f90fb766ebbe38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"67f3fd48a0d096c595f815c6e323e2dd517acd7c345c030009967aae7f54b127","formula_version":"titan-u-contract-v1","latency_ms":27.103167000007033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_762","prompt_sha256":"071e47b46d31c74453a48a7c747d50570ab234d4d8f82accdae85964af6874b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb398cf247238fef38b2114285e7c841b9fc87bfc17f7d1b1400892289c1732c","formula_version":"titan-u-contract-v1","latency_ms":27.264500000001135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_1269","prompt_sha256":"cf22b594b19e753cc2f3867fd6998beabb7b7c9c585e4b8360d57b031d566a65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"07d172ea2389424b6aaf4e0eac2dd1c542de27b433e44d22f67583c92e710d72","formula_version":"titan-u-contract-v1","latency_ms":24.177959000013516,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_3073","prompt_sha256":"29499e3a902ad1cb7c68aff67a594224b4943e9605c0e0a602c15afad5fbdfa1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"913fda91234c168451e00415689b96b37271c38f50cdd4eb6faa62c3cbe2e63e","formula_version":"titan-u-contract-v1","latency_ms":23.951165999989144,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Musicals & Theatres_2132","prompt_sha256":"3f6659166d4c9de9d543c98e69a39b84d58eeff6d484da0bff1169a4d252954d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063678115226829},"components":{"alpha":1.0,"bonus":1.063678115226829,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063678115226829,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"258d4e6024b6052ace623d854a84427377265ddb60e88508481b669218d9eced","formula_version":"titan-u-contract-v1","latency_ms":22.622666999978946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_744","prompt_sha256":"32176f7cb22ef2b1170508475cd359a3e42e26a18ca1253dba53548d676bfff3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642166132888549},"components":{"alpha":1.0,"bonus":1.0642166132888549,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642166132888549,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4759,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ab9f007b5dc70096817dc8527f1d6fd98c9527e81bdbc948c45ee44ac8bf448","formula_version":"titan-u-contract-v1","latency_ms":25.501624999975547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308832799555214,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_1666","prompt_sha256":"b798074edf60a18d20bf6fe185108c8db89b2d4c71d0706b8add01fcb1ba8c39","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"93e4d5c7518de4939f3a2aa1de7999e7f356db3a079b6c5a14f1ae86bf9e194d","formula_version":"titan-u-contract-v1","latency_ms":24.322500000010905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_2367","prompt_sha256":"5fd2f82534915b3e557243e7a2df32bd3c8da850458def09944b7aed446f4feb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"0320653334f814c8e9766e64b6bf37b5a1071536b322d6446796ea07f7626e74","formula_version":"titan-u-contract-v1","latency_ms":22.804207999996606,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_4094","prompt_sha256":"69bada2363b4355015bd24ad1e989bb4a477e1d79cab0c86ef0cf69f342d2a4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063728881253348},"components":{"alpha":1.0,"bonus":1.063728881253348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063728881253348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"97cd1d44b1f7a357509ab52444e2b364fd558b9717f1a71139b3f9c84983f3cf","formula_version":"titan-u-contract-v1","latency_ms":22.03479199999947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_3308","prompt_sha256":"c7230510476bb78acf00a01fcd122d47131ffad98530c9e5c0e1f72db8f3e008","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479862},"components":{"alpha":1.0,"bonus":1.0637610751479862,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479862,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"258b79e78b1c807de07d4fb0458d0345d25ab32401694be7d5c669e875478236","formula_version":"titan-u-contract-v1","latency_ms":21.952791999979127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_2595","prompt_sha256":"88ec35f06b649513151ab1c3814871331d60d14e0231ae4cc5594441aa4c4199","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"0e89a6b76dc64c248217682861a40eaecf6080d493d6ea36ca71b120d3210da0","formula_version":"titan-u-contract-v1","latency_ms":22.282625000002554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_99","prompt_sha256":"210fcfeb00438ee4647ef4d6028dcaafd3d7013ece988a5802ad062c269233e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638502045929679},"components":{"alpha":1.0,"bonus":1.0638502045929679,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638502045929679,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"928561459f523baeb39854c125bec977b0a36a3aa654b344d4dd55f3bf077e33","formula_version":"titan-u-contract-v1","latency_ms":23.96191699997985,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_955","prompt_sha256":"8377ff1b8fc6e90bb58427b318497f0632b65456b4a5523df7d3f4f50f4f23e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"36c96f0a73cf65bb8eecb86e730c3a100a823930ac1e0d09f3514979cfb7617e","formula_version":"titan-u-contract-v1","latency_ms":22.091583000019455,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_3329","prompt_sha256":"5ebd597ac65d9de6cc85c4b2baebb470164aad7c7d96a425873a4e78f9f169b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3a8396a65d7ad261c6bd8060dd628abe4b15315b798af18c833f7943f0e9557","formula_version":"titan-u-contract-v1","latency_ms":23.714916999978186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_421","prompt_sha256":"57b8249c69d1a3d6fb347261a79086f0c120880a26b2461eff9f7f30bb8e68ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"25f1d2e9ce8b1243fe595a4640eddfb437ca0c9c5b33736256a027fd15b43654","formula_version":"titan-u-contract-v1","latency_ms":24.388291000008167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_1524","prompt_sha256":"36c534f582caa4e4956033b7d4b980d4cfe9c4c4616af4aa6a64f8835657a6bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"e529b4cd31cd93f29287e1df5c2ea67bc42bd73362705d6a06d4f8b5c8fd5df2","formula_version":"titan-u-contract-v1","latency_ms":25.661791999993966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_2855","prompt_sha256":"0118b2ee0c6601fbf236f973a04284db8b65d40a99ea6f48a18c6d644d0f982d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"db5efa21b1b51fec705cc2eab9e814fd7e3b745b2e2001bbfb79aaae6860e1a2","formula_version":"titan-u-contract-v1","latency_ms":24.359875000016018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_1393","prompt_sha256":"402a9050e319ec582ef558c1df788cae915dddc8429ec7bb9804d7a136b4f8ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767944},"components":{"alpha":1.0,"bonus":1.0637173944767944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"150a614e0027dc35dd9d63c90e3207ded19ba9d10508a3f1cba078b79741b90f","formula_version":"titan-u-contract-v1","latency_ms":22.697540999985222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030384061143461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_1415","prompt_sha256":"b2c72567a3f55e75395a9b9f056d554db3f2f3a4a5ae892ba29cd4e9b7f3709e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"0aa33a87ee880dd1cdef2d41233892d78c5b1077b1871f276f48a5c8caf4c216","formula_version":"titan-u-contract-v1","latency_ms":21.939666999998053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_3963","prompt_sha256":"61e40d9d6b6580bd45fb8e2ebd2117ec5e4029bb1fd3f5fda557fd166bd73c6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"56362567c3c697f342b93c33799a04409210920c78a863ff75b909cb5a4b53cd","formula_version":"titan-u-contract-v1","latency_ms":24.405708000017512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_1799","prompt_sha256":"29dfc6488236eb2de82a80ad2f404ec60f75109a101efc5d4b4d1f3c19e545f8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e1f0421a1cbe05ce012b6c581f6526a8f97dbeae7dddad869b7433a54bab2e0","formula_version":"titan-u-contract-v1","latency_ms":23.255167000002075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_1492","prompt_sha256":"6187725b5180ec7740b20225c66a51088b81b24791b08c7a44dd0dd23a8268fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641737735504007},"components":{"alpha":1.0,"bonus":1.0641737735504007,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641737735504007,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4748,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea963a87b97ad16162a7d73cfaba1091ec5b99065fda549c9a689f30732ff542","formula_version":"titan-u-contract-v1","latency_ms":25.569166999986237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308404402170672,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Television_2345","prompt_sha256":"dfeab201e5e7ce200c5eb48a97aafa86b84ea8b40dbafcfe9f4d1d3920a2ffcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"d03c5ba465cc357c805e0d6df5e84a91c5f8e2e5a2177a04d9fae4aafff48d65","formula_version":"titan-u-contract-v1","latency_ms":22.9770839999901,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3753","prompt_sha256":"089eaf1334177595c5114d98934178f8b351734f270e8cfb9649a987fede39e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"be243623927d53366ee665d4f9f978022c45e870fcd27fdfef04717d9b7b3344","formula_version":"titan-u-contract-v1","latency_ms":21.989333000021816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2195","prompt_sha256":"137a0c0d188b0ea2116740d177cda3926d928f6ea0924104da28b9209b33acc0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645011155466204},"components":{"alpha":1.0,"bonus":1.0645011155466204,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645011155466204,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4829,"eligible_count":122,"excluded_count":18,"feature_sha256":"74d8a0bf78e6135d7d7002e7a0d01dcafb4bca17a472acc34c4f247115e75d0b","formula_version":"titan-u-contract-v1","latency_ms":23.952415999985988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031167782213287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1985","prompt_sha256":"e8722fb67a9bda18ad16ead752ec5729a15a02b2df850f0161006466e6af43d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866836},"components":{"alpha":1.0,"bonus":1.0637551556866836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"a44336f6277fe52cfe885a1ac80e011064b5c4f6d1d09e471598562090b62a64","formula_version":"titan-u-contract-v1","latency_ms":22.973459000013463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304218223533501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_563","prompt_sha256":"d656bcbf838d885986c9c5c801fff20e82070aa49a3f75b899be7bbaf18b3375","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"90e0bd1446fb4ea7dcb29e2e0f53ff0ec54fff3b3812ec32ae2032c50be6469a","formula_version":"titan-u-contract-v1","latency_ms":22.14908300001639,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2562","prompt_sha256":"e1a4445e8428eb35ea123d992f7782e8a2c874e648b908b0ce19bc2afe635502","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640183599508515},"components":{"alpha":1.0,"bonus":1.0640183599508515,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640183599508515,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"677d600162ad337fde13aac98782565ee3049e48acd6d62a97bda89a491390a4","formula_version":"titan-u-contract-v1","latency_ms":23.566249999987576,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030685026617518,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2634","prompt_sha256":"e55e1eb886a35e5bb60a2c4f280b27dffd00ebd361fb57f2e93cc5f734df99a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccf5432becb64c366ed1068b3629326ab8d1ad9ebafff8be3fb6a86ddc02cb25","formula_version":"titan-u-contract-v1","latency_ms":22.444874999990816,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1005","prompt_sha256":"1df2543910393a048ce7da38c88c81c7725e5b07fe5d2bee04176ace04b0e011","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe9288331121bfb46b15a71ae04704d754a9f627ef35d10a86ceafde9245682a","formula_version":"titan-u-contract-v1","latency_ms":23.022832999998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2445","prompt_sha256":"5452e59a55adc4a043268ac9c3a6604df2d6abb48bd707110486007e81734dbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ff2ff92a736b4af523c0b88cb21a21e337d2485b446cf94836e4b73d6d30a3d","formula_version":"titan-u-contract-v1","latency_ms":22.76508299999591,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2184","prompt_sha256":"4012ffd6cbc4c85c1755e3b62ad6a41ee79b478b288f663ffe1a4255dfcef93f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281294},"components":{"alpha":1.0,"bonus":1.0638250010281294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"07718e50b9fdb003b9e49693e8be5c9febf60b176c7903eb884bf58c51b90afa","formula_version":"titan-u-contract-v1","latency_ms":24.24391700000683,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030491667694796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1107","prompt_sha256":"cb3b46dcb57371fbc5270565055e91d10a3e91ffa3e2d7a289b61e9321f3ff03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636563156454721},"components":{"alpha":1.0,"bonus":1.0636563156454721,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636563156454721,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"255bb62ec7fe4e5b0fe8deea734b6cf925d82a660ada804b1f8e8313b670f00b","formula_version":"titan-u-contract-v1","latency_ms":22.160250000013093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121387,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_81","prompt_sha256":"0e07518dcb9b3fcf680d98aa3384d363acec82199d43bea1986bfe47327a886e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"f3b26ff80c7673d9354df29afcfa79f6f03e33c7da9d86deaef9ddb885e7ea04","formula_version":"titan-u-contract-v1","latency_ms":23.072417000008727,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_853","prompt_sha256":"e7cb30aeb2f2b148f4b368ac212cfeb1e9b1c41cd2ba27bd961309875c050305","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"b68098834a6e11af6b74bc5790d4a75a897160234394de15a3361404c646c2f0","formula_version":"titan-u-contract-v1","latency_ms":21.847750000006272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2108","prompt_sha256":"57855f3f3fa0b415149c1bb17a176c770284b11a16286c996c22f88a2f8bea4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443112},"components":{"alpha":1.0,"bonus":1.0638597769443112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e207bdd3cb7889bcba81cb32a16c1326de4704182521a19fd3a58db6e4597fc","formula_version":"titan-u-contract-v1","latency_ms":22.06791600002589,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_5","prompt_sha256":"41dc0c6ca85fe6022e430f62f17aeb8168a2dd782fe3201b00f67f549e08775c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268293},"components":{"alpha":1.0,"bonus":1.0636781152268293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa96caa21946ce7561e8708d438b70c1a8b769a89ec461aca07b6ff060691ccf","formula_version":"titan-u-contract-v1","latency_ms":22.131999999999152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934959,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_330","prompt_sha256":"c9baec0a8b5fcd70c50b854b12395fc67b22fb15106908d3ad37ee239c771295","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640361835952759},"components":{"alpha":1.0,"bonus":1.0640361835952759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640361835952759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4711,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a597f9c3aa56af0f745a547f77b6b0ac880f41ab10489b748f88123efa92e3d","formula_version":"titan-u-contract-v1","latency_ms":24.74275000000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3715","prompt_sha256":"afef952b93118ba9b2be0624b423b6d30353d312733db8e01b04ee915b01e654","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926887},"components":{"alpha":1.0,"bonus":1.0637790095926887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"2575f126e69d2f3d4ed1d4fcaa13af5648826369dd33228860d577a77c174dc7","formula_version":"titan-u-contract-v1","latency_ms":30.93820899999855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1029","prompt_sha256":"eb13627463397423c124b81a56ec326bd833faaa8e121c35ff74486b11517d87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"8417fe58882d815280147d11d35b3c8b3cba744e08164c3f7d8138ddeb4b3b6c","formula_version":"titan-u-contract-v1","latency_ms":30.468416999980263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_216","prompt_sha256":"167cc56e0613c3d69958e9d15f96967ab9c9aee17921e7106aa5cfe9fb5e04e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836955},"components":{"alpha":1.0,"bonus":1.0636323524836955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"1fc720d6b7cbc4dcefb43422832a7b4be1f61a4d515f6adef3f50784fd4bf947","formula_version":"titan-u-contract-v1","latency_ms":27.373916000016152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030299019150362,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2820","prompt_sha256":"58da642a2154563aff0a33640df3bd4cf46ac3f370556a1e23c249390377e44e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"6972e7f2957829781c08a10cfc723ea8e6a52bd98f31501a177a473849e056df","formula_version":"titan-u-contract-v1","latency_ms":23.24254200001974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3601","prompt_sha256":"0245d70a1aa45c4a7f4e0a7de6a01c6997d142163b891ef913ede274e3ffcb5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"a23b16622e7a415f7a3a8a6ca62772992ea6d52f7ea8052c0ee3ad2e4d0e8008","formula_version":"titan-u-contract-v1","latency_ms":23.176667000001316,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_62","prompt_sha256":"408f6d8659fcd74ef510f7c18609907d45c0a15f7fc69e23356ee12931154c80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069643},"components":{"alpha":1.0,"bonus":1.0638064064069643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"e82cb9ffc42877525e99829979c373172a4736b970ef1faa046117fe5f6609c4","formula_version":"titan-u-contract-v1","latency_ms":24.03333300000554,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030473073073631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1160","prompt_sha256":"5d92aa72b1c81ccdcd049e68343828ad44f3a3eb37491bc553aded07bd2e56da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c1f18dce1031a6e190f00e038a092f3549eba9c848cf3104fc87b5d3824112c","formula_version":"titan-u-contract-v1","latency_ms":24.44787499999279,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1804","prompt_sha256":"13b996325ed856f4159d2f9f0325eedf95ec2fa21089d0f853bd76339ae4f831","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639185970975422},"components":{"alpha":1.0,"bonus":1.0639185970975422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639185970975422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"882913a46b5d3ed91ae128d0ec50ed0d598b200764eaf52a591c73e60238fd80","formula_version":"titan-u-contract-v1","latency_ms":26.816583000027094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642088,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1150","prompt_sha256":"46ec5b384ac74533d2e186a4e1aacf4f80214a2f476cf53582b2aa7fb79c3406","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"de2086c4bf1318952d7a827491add14ee08979b8b87c7830659811038bde76f7","formula_version":"titan-u-contract-v1","latency_ms":26.269083000016735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1875","prompt_sha256":"cbeac5cd5b91907c189059d1a93a30ac66389fab3713858da54b76452924b255","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209212728822662},"components":{"alpha":1.0,"bonus":1.1209212728822662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209212728822662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7f699da2aa936d0855ff9802c7d44084cf02e9b43cdd070b92f9fb9ca555edf","formula_version":"titan-u-contract-v1","latency_ms":25.533958000011125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0875879395489327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2044","prompt_sha256":"294575bf42502e7ab8471ad6c7a10121af58ed85c6dcb9d823cb1257232db796","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"c83c48d3999187c80e0a43b592518f7f66df00424fd0612cba50be6824eeca28","formula_version":"titan-u-contract-v1","latency_ms":22.589124999996102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_647","prompt_sha256":"3495c8d2498532bd51e0d7f0293da44cae6730ee281f1173605cd91c147dd808","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"56c048d7b7684bbaeb876e1e5f112842f88cf3d8ee79260e0cea5f4a2fb6cb6d","formula_version":"titan-u-contract-v1","latency_ms":24.166875000020127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1451","prompt_sha256":"ef2d1a7c9e50544771e5adc68b05ee87b7535bf03763647f02e02fdd758024d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"004ed89c2ed7bb364a3bb0f8e73e0d976efc5acbde02b2f7617d90ed36efe871","formula_version":"titan-u-contract-v1","latency_ms":27.131916000001866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_261","prompt_sha256":"2e3f0f978d987081958652bd24db000492b0e57c57e4205b974c56697b79072e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"896209fbcb2ab02f0fe460ec5e96b1f8a8d4c743b83700f43f413229cdd96ae4","formula_version":"titan-u-contract-v1","latency_ms":24.982792000002974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1820","prompt_sha256":"a4dba56568636c5ab8caea4c01f76ac631f67d035a25aa1d00d56feff20dba64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415785},"components":{"alpha":1.0,"bonus":1.0639591304415785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa4192b372a6534e3277b37d3d2ccd7e6b3d587b8365197fe1d144e79d25c8dc","formula_version":"titan-u-contract-v1","latency_ms":23.71095799998102,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030625797108245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3612","prompt_sha256":"f80822ba4e8d9ea7842bd1e7eb8cf81ae50917039070c8ae0495526b27ddb1e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536321},"components":{"alpha":1.0,"bonus":1.0641242878536321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdae048e97ef8d26744d6575679129ed053023297e2d4b3314462f306b2e2918","formula_version":"titan-u-contract-v1","latency_ms":22.810542000001988,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307909545202987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_707","prompt_sha256":"d64565d5d3c5a4eaf531d64702d9e95955a8e06fe89b0ea002a9d2eccbf4c0e7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"6b5cb11f87536874d9ff021c5d530093d04729ebc2402bb0171786a22a9683ca","formula_version":"titan-u-contract-v1","latency_ms":23.791167000013047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_866","prompt_sha256":"b5b4c20b9ce94fa550ddc5d15c0d9d03881ef4ce5115a0e8b8de50c19c97095a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064032604205576},"components":{"alpha":1.0,"bonus":1.064032604205576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064032604205576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bb2e2985a6f8048d8e83726527fa7739c4e699abe7e1486393d084ce3a97566","formula_version":"titan-u-contract-v1","latency_ms":22.489541999988205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2681","prompt_sha256":"c1614257710dec185432adbfde705a915537b2338bc013caa2a7723236e541ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"05e72d165fc5fd5a07c9d103b1bd341c40fabda6570121c7846cf938f87250ec","formula_version":"titan-u-contract-v1","latency_ms":26.092790999996396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_381","prompt_sha256":"d66d82fee62a37b13b4bc8f8962f987d64a2b74a90e7997c62537b953aff4c93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"39774d14a89924abecef183c0bb225b6726aa6786a9286f16d518471a9c1006e","formula_version":"titan-u-contract-v1","latency_ms":25.15733399999931,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3815","prompt_sha256":"656113b3e4871a10a62147f2e4f73b17eb354bd032eb6761b185fff9f0579c49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"102dac252bdfd1ec6650a05e8623d2c4b9c66035003a1f5d326d9e32077bfc0e","formula_version":"titan-u-contract-v1","latency_ms":27.154625000008537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2013","prompt_sha256":"5f63f1304c9eea0120dce7454dd76396d8be54418300071980f6e738d0e20d29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311186},"components":{"alpha":1.0,"bonus":1.0637088564311186,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311186,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"523bd929d4d13f443cbced99ca70ae07b643407891a7c5e63a48d7a70cc1adbc","formula_version":"titan-u-contract-v1","latency_ms":24.082667000016045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977851,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_3660","prompt_sha256":"ec17cc89b9b7b894920e6116d118620cb5b3dd26a3320772b1a7bbfd49baf57f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211288430918633},"components":{"alpha":1.0,"bonus":1.1211288430918633,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211288430918633,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"4da275da927bfd33b4da4b43ed9595cac7035a2417209d3f3acf6160e02dd27e","formula_version":"titan-u-contract-v1","latency_ms":23.72516699998073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.08779550975853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_536","prompt_sha256":"ac7ecf68bf52775904019ce295b5582466dca76f4391625e8b36b55e27122a41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644268153858685},"components":{"alpha":1.0,"bonus":1.0644268153858685,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644268153858685,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4808,"eligible_count":122,"excluded_count":18,"feature_sha256":"630387b4fc93c0d8bc69f70d6edc30b5d7e2d6cb388a3f458642e1925f6b4720","formula_version":"titan-u-contract-v1","latency_ms":26.476833999993232,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031093482052535,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2314","prompt_sha256":"bd7b58707052198990306516219373488ef6319ce5a654e6c8ddcac9b3ded1dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704257},"components":{"alpha":1.0,"bonus":1.0637375733704257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a6078d282a89357038a584a41abc57ec69bbabfe6e5dd347ef7bba8e920e6c0","formula_version":"titan-u-contract-v1","latency_ms":23.727874999991627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370923,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2381","prompt_sha256":"bb3300fbae30eef772c20fb823675fcedda10d854678fbf68c59530cbf220029","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886309},"components":{"alpha":1.0,"bonus":1.0639387317886309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f9e76187aa1f70fb5553bdcef3967b56192eb29985b7511a2dfa8876efb1ff2","formula_version":"titan-u-contract-v1","latency_ms":24.688707999985127,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552974,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2600","prompt_sha256":"026519d0cfe23ed54e6415dcf03cbfd63da3764a4d4c3804b11ee636a0f7c4d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866836},"components":{"alpha":1.0,"bonus":1.0637551556866836,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866836,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"388c8f8b14f7bff3192ad2369d8330b8581a887cdc2e625f7c7d515b7b82becd","formula_version":"titan-u-contract-v1","latency_ms":22.28620900001488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304218223533501,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_177","prompt_sha256":"683bd579567baf74edee54fa7d4f6644e045eb3dbc722ff375c791d42f445694","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"f25b1b84fcbb3c24bcffe0da842bd6fcb0422a64591a458e7f23a9da70081499","formula_version":"titan-u-contract-v1","latency_ms":23.75791700001173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_4031","prompt_sha256":"39c2355b9476b3312b24830f482d0cf4629a96d74869b1a1a8a63bc6125b2e77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704246},"components":{"alpha":1.0,"bonus":1.0637375733704246,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704246,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"f58668c7a1a6cc4780943fcfb397244a809e20091ceb21c6b37a3c43a3143836","formula_version":"titan-u-contract-v1","latency_ms":23.984541000004356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370912,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_2897","prompt_sha256":"cd958d07ffa501d4323c86473fa2d1a48acae6848e1d0c244b1613b7a6ab0b61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926878},"components":{"alpha":1.0,"bonus":1.0637790095926878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"94efabf8acbe5a9f0219ba331e902d37e33d73238235192ae7c32830c1a60e73","formula_version":"titan-u-contract-v1","latency_ms":24.678083999987166,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_51","prompt_sha256":"3f4e1a9c24a0b62ef2a7a43c1e9260bb58610c88ce8fb3fd9214280459543c0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b731dd856d2426a8c76cc2e2767a914668235e7a839238d7faa9e43d14a74bf","formula_version":"titan-u-contract-v1","latency_ms":22.892374999997855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1709","prompt_sha256":"3d159bbf2eeba9bccfb2c46277165f452bb0e73b2dfb1008881c71c39f083aed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"928472bfaf3803f0eca183e04dc1ab6d2aaeaa8f01d96a0e424d5f58a0d90ede","formula_version":"titan-u-contract-v1","latency_ms":23.110500000001366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_29","prompt_sha256":"2e83b534de5d39fcfd47a609876fda5714309f8e7c4b8d348f6832a48c5f4831","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7029e0b8e97877fccdf34e29d0b5012d3951bcb67d33ccc50003a2f838397a1","formula_version":"titan-u-contract-v1","latency_ms":22.57633299998929,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1110","prompt_sha256":"10fb66783fa03d07804b60ce22a64f18909f19999c4644f8f091ea93cba12825","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ed321f38ec299cde6afc7b96b3bc68fe17100543e0e5c36071f857bcaefb0b7","formula_version":"titan-u-contract-v1","latency_ms":24.213083000006463,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_984","prompt_sha256":"ccb481d278c4dfcb88c2e14304288b89aa27b9028d54267253bdd9b661eed8a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"60e67e3f2a1a114ac47e31beba02af36382374f3f0abc167c7e114247320e808","formula_version":"titan-u-contract-v1","latency_ms":22.483374999978878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_1781","prompt_sha256":"88615ea9e036f6968a5a777038b7e0ad89ba14879ffc73b0e35c60659d834635","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356156},"components":{"alpha":1.0,"bonus":1.0638375441356156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a18123f8cdd78368525a1600b9fb66c6cdd934b53d54342388cb0259b54f46b","formula_version":"titan-u-contract-v1","latency_ms":23.478500000010172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022822,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Video Games_637","prompt_sha256":"ed034c9452934f897b5b5705f190744e85cea19da8cb1c1304cc2a23c7dc9498","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876614},"components":{"alpha":1.0,"bonus":1.0638218835876614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"48dead79bd722fa95080dbe0983808a6aef6dcfdbda019f251b4843415c82088","formula_version":"titan-u-contract-v1","latency_ms":23.53045799998199,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_2743","prompt_sha256":"7a68d0451326ba38e5dcc7acbb8489879d37a408c4aee508001881b4a9713092","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"e130d59ad78bc6c0a131b275a2bf686a6691cd585e4f50c4e3a905fd438f7023","formula_version":"titan-u-contract-v1","latency_ms":24.87508400000138,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_2603","prompt_sha256":"12c56605e1071bc409b19d5369990adcadbfea7545679c58ca36728c36f37703","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"63e5241523eb9f87ffe650b06778f504c1abd9fd75bd4d039e9ef3ad6eed01e2","formula_version":"titan-u-contract-v1","latency_ms":23.816292000020667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_3408","prompt_sha256":"054fcd92bd908667423a6e35870749c05aeb7ddb64c8778b8270746d5e92ff34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"07ff4d605783cf18e1e9a592c372d548834921232fdbdcf9626bb3fe7bc96c68","formula_version":"titan-u-contract-v1","latency_ms":24.188124999994898,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_1521","prompt_sha256":"521b69be889af7cf20ea350aaebf8c61e40e3dd0c25c9cb66bc253c117ccd8b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950948},"components":{"alpha":1.0,"bonus":1.0639319908950948,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950948,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1f591606b52401c832b1ba8770a6a597875ebab566639b8790beb9afecc52d1","formula_version":"titan-u-contract-v1","latency_ms":24.309041999998726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617614,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_3440","prompt_sha256":"a53d3937f2cf08c071034342c84b6babd7477712ad0d3830485a464b765310c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"e337877e4973f57b01aacfdebd4cafeb3c7f89ec0862a6cb5e4f26db4d7bf5cb","formula_version":"titan-u-contract-v1","latency_ms":27.054166999988638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_1919","prompt_sha256":"70514579b67dada3728490c804cde0d86d8a548c4c8b979ed34c7bacd2d94ee3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"a957bc47a85cfa6dbd5b52e29fce1f8071594ff395b193e8af9210cd9a28ea1e","formula_version":"titan-u-contract-v1","latency_ms":25.197165999998106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_2629","prompt_sha256":"2d079a3a081a8ea8b5d3bd935f244d7bdfb2377a4179d263a69c9e158617a29b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"429e72c1c7f553a320e095c82da6281c71ac619211e4ac1f4142342b2224ea7d","formula_version":"titan-u-contract-v1","latency_ms":22.576291999996556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_1550","prompt_sha256":"9dbef49567403e8727e073b0efe96a18951ed863f94a99a0d04106955cded7a9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330167},"components":{"alpha":1.0,"bonus":1.0636671567330167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"a923f76a3997b9359d1557550d9b68093533bb660a16fdaab5ff6f2b0b3cf8a1","formula_version":"titan-u-contract-v1","latency_ms":22.278625000012653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_2249","prompt_sha256":"dd149dcbf43f75f36eddb6afd68dd57ed2d3251904a1951ee5818739e49772f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab33ad15c23bb1041901c84a6e814719549a392b71a41933b009469956cd492a","formula_version":"titan-u-contract-v1","latency_ms":25.433458000009068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_1144","prompt_sha256":"54fc28804a2d802c8e04858ab298d406ae01827391ccff7db22c8557f7c1f8eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"9806f2d484c64f4c77084a968d5d3818fb5763b945883740f0533c768be31168","formula_version":"titan-u-contract-v1","latency_ms":23.841416999999865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_914","prompt_sha256":"c771d6e8ae866522b0cfede0776b856bd497ff802afd97cf8979bfa60e935664","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a428b198d5061c9644467bccb93110282df14b99cb976b4c530c4b0b6522506","formula_version":"titan-u-contract-v1","latency_ms":29.657708999991428,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_335","prompt_sha256":"3d154a8351a5a7f680432468d9de5d8d7bed1d2c27b2cc0d07f16b5201a72896","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"7334e39bd2f9e38c2aabf810e8cfa5ff461503b0a624e45ab0a018489b50cca8","formula_version":"titan-u-contract-v1","latency_ms":23.517625000010867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_571","prompt_sha256":"39a4962eee5baebdc7c1bb8c3509e0972bd8c230055c0d1dded290bf31c97285","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3281419168546bc0bfb9e9f5380ad04d881715c4737ba76e73839924910e2c4","formula_version":"titan-u-contract-v1","latency_ms":22.560375000011845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_3275","prompt_sha256":"ff7ac18ddd902535fe6019d2203a01ab99b64f87944bb22b9b0bb14f2decb943","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064116784591804},"components":{"alpha":1.0,"bonus":1.064116784591804,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064116784591804,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7b1f0c8fe7872d8ec7bc6c83dad00c317c16348647f1fe8d827473982dbadb3","formula_version":"titan-u-contract-v1","latency_ms":24.140041999999085,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_1998","prompt_sha256":"7bd2b4fb472dbec1ecc9301254c73b9e87ebf28639260e54456cac44e0ccd882","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"2bf670f9208c5bbe4d2c508f9a4372a3d68398ab722bc4204bbf6cd6b1597e83","formula_version":"titan-u-contract-v1","latency_ms":21.773499999994783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_2177","prompt_sha256":"89152dfd4e29a25308d8e8e563970c18494013917f776af3140094fd5e55ade2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366484},"components":{"alpha":1.0,"bonus":1.0639020198366484,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366484,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee135db3d0cfc497328d900f9902da05d8cea186808587ba475593d4528c0ea9","formula_version":"titan-u-contract-v1","latency_ms":25.186334000011357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030568686503315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_976","prompt_sha256":"699a4f43f4abd61ef87a1f29190fecf630903f4754f61bbaef72376dc74a6bfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"dda13444083b812a94acada38ac881fccb4342dbd15bf81389af8ae8f4c322b9","formula_version":"titan-u-contract-v1","latency_ms":30.559999999979937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Sports_828","prompt_sha256":"fb115f5bca04a55cb2c7778a373a6cf41bdc38a4e9c712aee7c369d2708baec2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635519645273568},"components":{"alpha":1.0,"bonus":1.0635519645273568,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635519645273568,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4542,"eligible_count":122,"excluded_count":18,"feature_sha256":"076656d199c4f0dbde4bbbf9ca5c2fb9a1f6894133d9aace7bf3a41a613419a3","formula_version":"titan-u-contract-v1","latency_ms":23.74258300000065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302186311940233,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1813","prompt_sha256":"a59c979a0c0d74637cbcb69d3385927ea093085a56a5295335ea31e888e6f5bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635937348501543},"components":{"alpha":1.0,"bonus":1.0635937348501543,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635937348501543,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"c675c76d8aeff0b5765c20d7d1381cf93acdc9a950c3015672d9f5a9bcbb6a8a","formula_version":"titan-u-contract-v1","latency_ms":28.342167000005247,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302604015168209,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1199","prompt_sha256":"bea5ca101ea70f5f82c9953a1b044ccfd848ddcc69b175bd0e049eb15459b40c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636244968561508},"components":{"alpha":1.0,"bonus":1.0636244968561508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636244968561508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"a02cdedac467fda4ba81e8c0601f2c1241c02a2295fceafb945e34d4b069adac","formula_version":"titan-u-contract-v1","latency_ms":26.409708000016963,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302911635228174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_268","prompt_sha256":"5dd400de7973c15957c65575d1728ae0c22d6429200754212c72863084a8210c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c19a1bf67471b327db068f8ac91e29f4031216bc0dce331ba121da46f4847fc","formula_version":"titan-u-contract-v1","latency_ms":25.545542000003252,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1047","prompt_sha256":"71a16bf21035d005af558c7a07c180d86e016eddb7979248523d3cea30273456","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541522},"components":{"alpha":1.0,"bonus":1.0636644354541522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c1aa8ad7e2c1236f6c8ac636319645370ebb4e7087a0ad1c917fd13aad94265","formula_version":"titan-u-contract-v1","latency_ms":22.46137499997758,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208188,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1427","prompt_sha256":"7bd111fa9f6d67ec30885c9d81b07aa4441fd3780d8d666e311d8215de992907","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a53fbfc600f9cfa3f55fd58ad2a3f780f7a89ec907763caa873d13bf07ed7c3","formula_version":"titan-u-contract-v1","latency_ms":21.886709000000337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_627","prompt_sha256":"2d74853101b1217edec3bb84f48d3be4cbb7e45203f873846911846568af3b14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836953},"components":{"alpha":1.0,"bonus":1.0636323524836953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4572,"eligible_count":122,"excluded_count":18,"feature_sha256":"d155c792d3030ed898e7c40dd9a2430c78b1f16ce42157a2da0a247e48924d01","formula_version":"titan-u-contract-v1","latency_ms":22.270415999997795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302990191503618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_714","prompt_sha256":"5ef599a8faa2c7fa392b4361b716f1d5971856fb7baf91ebe196b2037f6c42fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967363},"components":{"alpha":1.0,"bonus":1.0636753645967363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"a41b14cd762fc4113a210d49719598735c5c7dd300fcfe80a4ccebd27c324d67","formula_version":"titan-u-contract-v1","latency_ms":22.61808299999757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1343","prompt_sha256":"f90c863e9cee36f5bfb501b89b5f3bd02dcca18ac70af8c79f1ad93611b2515c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"48ca651452bf2c9c67a5e7c9f15163370612ffb8411cb3a42d18289f10bb28b0","formula_version":"titan-u-contract-v1","latency_ms":22.821915999998055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1242","prompt_sha256":"8146d0f4de04005a73bcaad10dafcd075585ab869703b99c2297857a01861cda","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635330419173632},"components":{"alpha":1.0,"bonus":1.0635330419173632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635330419173632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4534,"eligible_count":122,"excluded_count":18,"feature_sha256":"790a191e6c6ef49de456abb8bd34e7a34588457a1c5ddb442924fc4339d2d431","formula_version":"titan-u-contract-v1","latency_ms":21.877415999995264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301997085840298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1832","prompt_sha256":"973708f599dfbb3c297958b5cee2b4e7631932135aa6f7ba369ca194eaffa009","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"f55f84e96ee0531e0fb13da2c9268be05cb30f59477388d205eef53c20af20a4","formula_version":"titan-u-contract-v1","latency_ms":22.065875000009783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1765","prompt_sha256":"b9a3801bfb5e411f7310eec32e928494e55c9f5a7df94607db3a3d32ebfd72e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"6907509d184eb9ccc6255b16b534f679dc9c22898fe9da7873ff2248e98eebc6","formula_version":"titan-u-contract-v1","latency_ms":21.627750000021706,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1860","prompt_sha256":"507b246a7761cf90639777e71f95afa72fd91756bc08745223d32582f0cb76e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888973},"components":{"alpha":1.0,"bonus":1.0636975750888973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a99ec228d1e7cec85e57aef83417b4429893e2f2074ba27d4d9deef30ff547a","formula_version":"titan-u-contract-v1","latency_ms":21.111875000002556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555638,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_154","prompt_sha256":"02d144bc65f078f554e9e47dfa77beff2bfd19c75309aeaf3eff5051b66cb050","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637581117493307},"components":{"alpha":1.0,"bonus":1.0637581117493307,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637581117493307,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"de9689525af9044a28cbc95d942bbb03cedac562d176b0d18aad618879566c22","formula_version":"titan-u-contract-v1","latency_ms":23.717833000006294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1445","prompt_sha256":"b3728fa996cccf25593de03bd370740e5a13bb8536c281e85db9fd4b06f4ac4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7e459228729dd21d27668452d4b57c2e73fcdd0850b3dc58c96607801e1166e","formula_version":"titan-u-contract-v1","latency_ms":23.677833999983022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1348","prompt_sha256":"c9a2373a287ec9d6594477e57a67b6391078ad0d7ee0af04f47356963a8b51d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601069},"components":{"alpha":1.0,"bonus":1.0637522069601069,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601069,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5c73c645c1f08ee9a2717d7a227578cb1dcdc4604198d56c2da86edb97abee2","formula_version":"titan-u-contract-v1","latency_ms":22.287249999976666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_807","prompt_sha256":"c0d5d7e597088b14ec1f430ca2bbbb090230118c2c194a4b9682c21577baf7ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"7df8ef4daad12490b2ae3cc1dadbca9ec3f03f994d19210c0ea1f365b83a83ab","formula_version":"titan-u-contract-v1","latency_ms":23.59383399999615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_635","prompt_sha256":"4b3edbbdc74ce42c1bc428e4fb5ba897867faec680ef163ea328df1bc38fb2a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063568907176446},"components":{"alpha":1.0,"bonus":1.063568907176446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063568907176446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9813a71181f14c6d247715548b65f230756894442a712ea63e0ec449f358dd5","formula_version":"titan-u-contract-v1","latency_ms":23.281999999994696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302355738431126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_510","prompt_sha256":"25d02575f63c4d1a84fd279a4c946ebb397eee4eb56e49c3b5c784527edde824","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"39deb63e7c0ae683a7e0deae0972320421df47e398d2d22a20d5d551e82d952e","formula_version":"titan-u-contract-v1","latency_ms":22.896290999995017,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_303","prompt_sha256":"9a631a16e75a628d980d343af71304ff6cff7da48751612fdee47e581c12260d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b0709cd26e30dec7492895a74ae72cadadb0bebb2c0c73eeab17495c9d49b18","formula_version":"titan-u-contract-v1","latency_ms":25.784416999982795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_29","prompt_sha256":"fee28f2de3adb2ec0d7712c318d6b06045390a366e68fe8f5ed4bdf870222b38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"350de3d313bd595db368db32955e9f33e728c3391654463845b7e140d80b87e3","formula_version":"titan-u-contract-v1","latency_ms":24.9260409999863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_47","prompt_sha256":"105357b5705672ed29df23fdcc477b4c7b3566a9da0b06db0f4415e4c2fbd73a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638565788265353},"components":{"alpha":1.0,"bonus":1.0638565788265353,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638565788265353,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"185780c5aed159a8c761299735569ecb42ae1de69a737e3941bf746deea41432","formula_version":"titan-u-contract-v1","latency_ms":24.91487500000744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932018,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_131","prompt_sha256":"04ba0bdc4bf6b2a27158db8ec65dcc56b6a0e6c391aa8a6d08a4f88f4646e284","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7dac17a67ccd9cbae3cd3091069257d0107d1434b8936332e4a19e73daa06c8","formula_version":"titan-u-contract-v1","latency_ms":24.561207999994394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_176","prompt_sha256":"0e7f553d06e842b491f7009bca38d6d1ae3fc2529160551c4128dab8622b6f7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"cba1c8e4ddf206671741458609a3f06a0ec4b08aaacee698df5952055cfd6051","formula_version":"titan-u-contract-v1","latency_ms":24.128499999989117,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_192","prompt_sha256":"b1d6d07cf2f339033f1cd3d595b0909314e297ebb75b052a0792dc1396d7dd09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa2292eeff1020fbc2bed5a7f0383143cee6e92215ffa11bfe72a9c4e0550417","formula_version":"titan-u-contract-v1","latency_ms":25.225040999998782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_209","prompt_sha256":"1a56863b4904c11872eb7af2e67594567d2bac21bd85c3c0679514e211560c6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc6f5ca29bd36346a7f68b7872e45700afa71e28b4257af8c06d87321a423633","formula_version":"titan-u-contract-v1","latency_ms":27.304832999988093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_218","prompt_sha256":"7f5200c7ef6669aa4432f1ce0e787a1cc472df79e772a8398ba339903fa18cca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857161},"components":{"alpha":1.0,"bonus":1.0637032010857161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"18aa83e3aa47554ffadaadc58fe31177b848c5205722e8308897350650298a57","formula_version":"titan-u-contract-v1","latency_ms":24.925916000000825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303698677523827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_282","prompt_sha256":"37d35d918fbdcd39765485e27b4e506a75a3204c4663914accd0c9466d81e866","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4605,"eligible_count":122,"excluded_count":18,"feature_sha256":"8bbe4e9ef9d57d229e8caa98f707cd13a8f78ed36bd956121a382074c6af612f","formula_version":"titan-u-contract-v1","latency_ms":26.665249999979324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_420","prompt_sha256":"8130450dd4674a2f799ec96d09a0fcda9d4e382b761568e952695e0e1fde1993","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f8f0787bd22315a7886623b80c98abe8a159e46beb68caea7d046afc143a63e","formula_version":"titan-u-contract-v1","latency_ms":21.644957999995995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_449","prompt_sha256":"a4a53dc00a00737e2d50807c72e1743df4bb5598a68990c8ef77adab4b761a74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ac6fb2bead0d27aff9039b4f17ed4d3c8bf62bfd7bd2fb200064027a4f393cf","formula_version":"titan-u-contract-v1","latency_ms":24.890083000002505,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_472","prompt_sha256":"bb25d9003852c4b0b954afc7763f42e753148f78081a5a1e660298913dc42ed2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818843},"components":{"alpha":1.0,"bonus":1.0638187734818843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"b53574246e21945e01aee01c250ec2d53573afd4f6af15dd0d10f865ba325676","formula_version":"titan-u-contract-v1","latency_ms":26.59658400000353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_515","prompt_sha256":"949c11cfb7da21e29237c2ea68ea86f8466440b6742473c9db3ae313c997c079","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"548d5b98a21733f2c89de5e86d46c776172f582851c323b4199181bc91cd6e29","formula_version":"titan-u-contract-v1","latency_ms":25.367666999983385,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_549","prompt_sha256":"652db97c73b380e9b63e1317b1db2e4e972343e72a354fd6c4e561d3c738949a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"c97faf1ab219e6e1a0f061893d82d9aa9001569e79925f56edfdd960392dc8d5","formula_version":"titan-u-contract-v1","latency_ms":25.77291699998341,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_563","prompt_sha256":"9ec5249e9c25035d310f66b39de340633ed9c0c95c0c670047d615f25e297e8b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"f139ab4ae75e9ffd8b8c5ea2d3aa1b58052aaadbeaee1f4e5de892188b8ca6da","formula_version":"titan-u-contract-v1","latency_ms":22.208959000010964,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_685","prompt_sha256":"26b8127fec4449d3ae2dfd893f4891e5b0e16cd2c5ad060e450f3e38452db66e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641055846637117},"components":{"alpha":1.0,"bonus":1.0641055846637117,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641055846637117,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ccf074b8b841f2331dec3b11c75f141571638b6228d73fbad6a92c6ea86f9f1","formula_version":"titan-u-contract-v1","latency_ms":26.240583000003426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307722513303783,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_815","prompt_sha256":"bdc249873a77f608923462f683b2e9f44d4328564f6979546294c2553d4b74fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624348},"components":{"alpha":1.0,"bonus":1.0639523015624348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"05ea0e0740c0b89bd03f271d249c60777516ec206d965cd16eeb28e29743783d","formula_version":"titan-u-contract-v1","latency_ms":24.884958000001234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_817","prompt_sha256":"d65675249f8b88c2a4ff7ed73222fe41f5ad477ca6f0eb35215649025d90fb1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356165},"components":{"alpha":1.0,"bonus":1.0638375441356165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"c22caf689b56fbfa50621ef543fe45cad75b87e943bc024db9547848015888d6","formula_version":"titan-u-contract-v1","latency_ms":29.954500000002326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030504210802283,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_838","prompt_sha256":"b9fef5afacb46c149a04e95b037d212147fe482501dd3e51834f1435430d5013","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"efa9bf4414f0a7890163f7b370730439516edca997e63375d26d7e25e0d7a981","formula_version":"titan-u-contract-v1","latency_ms":25.789374999988013,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_867","prompt_sha256":"c96e0d801395a0162ce7d741239746fc60908bf0f93447ed65fd0ebd6dfe4cdb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"71b0d386ad9ed6f3f07496e9feb23799154acd151116b855931276ec8e99e835","formula_version":"titan-u-contract-v1","latency_ms":27.1957079999936,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_884","prompt_sha256":"b5f728f2b828ab19d150d835b54cb10abec548993ba41e5ec96f3ad35dd4c85b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"14b5efe9e05e80426cd383cfe74535172289680cf1d7dcd21617cfb80eea4172","formula_version":"titan-u-contract-v1","latency_ms":30.430249999994885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_941","prompt_sha256":"d434ea89a146a1507028c1336306a94b9e15460c174eeacf5efdb913ead9c933","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641093106443518},"components":{"alpha":1.0,"bonus":1.0641093106443518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641093106443518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4722,"eligible_count":122,"excluded_count":18,"feature_sha256":"f26f364d64be71ca9dc415010e75c661f7ca02bade059f761e499cdb7e7b5ae6","formula_version":"titan-u-contract-v1","latency_ms":26.608749999979864,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307759773110183,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_946","prompt_sha256":"b53189709c03ee5adf2db892a298fc6037be3c830f8fa3aecfbc312f786e6710","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179361},"components":{"alpha":1.0,"bonus":1.0641393823179361,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179361,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4730,"eligible_count":122,"excluded_count":18,"feature_sha256":"c79d8af609d90fe078bfd16deb76d417126b9dfd9466ecff2eceebb947424c47","formula_version":"titan-u-contract-v1","latency_ms":25.602167000016607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_953","prompt_sha256":"dce9b16a7eea2b58daa65929a2bc0b232217248cc8baf3af22544ab55580cbde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1d9ee8b7a30914895eea0a3a18253782c2e5610a36c3e7965a177a1084cf73d","formula_version":"titan-u-contract-v1","latency_ms":29.368291999986695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_997","prompt_sha256":"4e81aba2c344e704034b1ad2fefb7ad719643ade41469a2d3624659965fc95a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff31f12256143fb064db060b9d59a5f050a1f1b516dbb2fcbac0215a6ceb96cc","formula_version":"titan-u-contract-v1","latency_ms":26.230666000003566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1089","prompt_sha256":"03f3b8764d2fc1479149e039cf91dc0ee27ad073a1335503e164f81aa7bb9606","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063672621304366},"components":{"alpha":1.0,"bonus":1.063672621304366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063672621304366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d1ce9cef4cff8da1ce25469698be74b9da815b42df62851face5e357e95ae68","formula_version":"titan-u-contract-v1","latency_ms":25.756624999985434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1093","prompt_sha256":"16363ddb15486a4fe25e3b8c8523ef00061aaaf3411327d4cc154143bf37db94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6362d145b33b100a0746a0a87545a25d7795ad8919036c1a8a47fdde554c757","formula_version":"titan-u-contract-v1","latency_ms":22.954791999978852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1177","prompt_sha256":"22be32ac879513e4a3968b55beed6ad5b52ba9af6c414be88f64abbd0dbf6b2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd73af9dac0371f07b6bcbcc94a0da0e97a5d8973bbb8be291944328ea1e85d4","formula_version":"titan-u-contract-v1","latency_ms":26.467792000005375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1193","prompt_sha256":"08df7f6d304ac52bc4952311a374b000e311de9809abbf436ec997bc1b9c3931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"599b9590aedd7e2ab50543acd1bca5d51040601458730dc907397944d5ce4c2c","formula_version":"titan-u-contract-v1","latency_ms":25.858417000023337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1200","prompt_sha256":"09d30493af76f99bb9e609abef20434881ac8c5a975530e5f94b3d98ae22d23e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064248326284801},"components":{"alpha":1.0,"bonus":1.064248326284801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064248326284801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"661d95cc76f45bb9060d6936f6cfb4ff192f772e67db645040eb331d7573598a","formula_version":"titan-u-contract-v1","latency_ms":25.212124999995922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309149929514676,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1233","prompt_sha256":"de55c3853797ecaa3088c1a517593ef6d6807c539f34ea2a737fc4ae5f8733fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06420484180091},"components":{"alpha":1.0,"bonus":1.06420484180091,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06420484180091,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4747,"eligible_count":122,"excluded_count":18,"feature_sha256":"6de82d57622a05dd39b1a6586388b5f7e49e0ae47a0df14c45af1faa34a7c6ff","formula_version":"titan-u-contract-v1","latency_ms":24.547959000017272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308715084675766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1276","prompt_sha256":"0161d0dbdfdc63320182d2e54a6f030698813ff38d329ebaa0d02de240fe07da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"97757a52817ac528c5ac2cad254e5bc8991f0d9cfe2bf6b67ab059ed2611cb2d","formula_version":"titan-u-contract-v1","latency_ms":25.372957999991286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1301","prompt_sha256":"c67042d27c77608fba44f693b0b0f7ac23afd24ec00a151e005d5b86e089c14b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636482618798377},"components":{"alpha":1.0,"bonus":1.0636482618798377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636482618798377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad15815e5d216c3fefab843df9bad263549503457add171957a3bec0be74b714","formula_version":"titan-u-contract-v1","latency_ms":26.57412499999623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1322","prompt_sha256":"38d1448116569fdab4fcee566e59edb1b49377e5ba175b22be949d6209729bd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"da64aae80969314f6e31fd71d08c1ca6ed52237bd83aedd2ccd6d527df29ea02","formula_version":"titan-u-contract-v1","latency_ms":24.527833000007604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1327","prompt_sha256":"dcf4abb4e09bc78e64396c9d0e6802f2e750ad427baa3c86387334fa4e4f53d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639763309456185},"components":{"alpha":1.0,"bonus":1.0639763309456185,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639763309456185,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4aecf67856ac78c9a7946dcd8ee587a39def46764fd75764adad62295f33555","formula_version":"titan-u-contract-v1","latency_ms":22.83687499999587,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030642997612285,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1365","prompt_sha256":"194fd74632dc0da01a57674d0c338e1a1ea7e9f469f6acf63d12a345bab107bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063931990895096},"components":{"alpha":1.0,"bonus":1.063931990895096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063931990895096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"05de8d99e3abfe940bc41a9b38a3bafca8a7a0abf4e700a0ee49825d538d308f","formula_version":"titan-u-contract-v1","latency_ms":23.39175000000182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1373","prompt_sha256":"2c96640cdfeceb62d2a14ac5c7812614012d31dbecb4322df57272ae83996bb9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"a79ee293a4122fb1f876c5f969ade9bc1373afa5f0fd62d4f3ae993392002b8e","formula_version":"titan-u-contract-v1","latency_ms":22.990332999995644,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1377","prompt_sha256":"4cd516286705970e1f50bdd1d9295a4a5dcc18dc42f15a85fb4e696c17370a1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627434},"components":{"alpha":1.0,"bonus":1.0640760406627434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4713,"eligible_count":122,"excluded_count":18,"feature_sha256":"cbd73f94e3ab40879ec69855b877697cec68fe627b870aaf05b2ae3ca64af7de","formula_version":"titan-u-contract-v1","latency_ms":23.018083000010847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03074270732941,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1404","prompt_sha256":"440158bfa5f5bbb1bc6d7f1bdb4f8b8cfd80abb05bf46c3227de80dc7463bf24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640614445662901},"components":{"alpha":1.0,"bonus":1.0640614445662901,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640614445662901,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe085905520a33cb6616061da012133114d843c2450b1af6531b26cbcc2d350e","formula_version":"titan-u-contract-v1","latency_ms":22.705166999998028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307281112329567,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1408","prompt_sha256":"8d70284c41209e09380186d2159d490c3b534048e56eed851561e3769e4d7c0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"6aff324b0f73ff160480c65233ae6a728b45da69942528d5e278c18450e9690e","formula_version":"titan-u-contract-v1","latency_ms":23.964458000023114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1456","prompt_sha256":"b715a230851d93b5efb65ed099927a8455d4614fb6a03dc0327ec32dd6bdb307","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818838},"components":{"alpha":1.0,"bonus":1.0638187734818838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"ae531ce9e1cce2b8224e36f8d868c01debd68dcffc3b462f0ba411ad6edd1e75","formula_version":"titan-u-contract-v1","latency_ms":25.674083000012615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485504,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1490","prompt_sha256":"5f94124c019686d67c31db322452a77571e2877701a086043b6b66b0679d5ac5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069647},"components":{"alpha":1.0,"bonus":1.0640112818069647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4697,"eligible_count":122,"excluded_count":18,"feature_sha256":"c52ad3b7beedf23a633b76b18eef8f54e8c26542f0f4c1008ce0a02cfda89b75","formula_version":"titan-u-contract-v1","latency_ms":26.134375000026466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1531","prompt_sha256":"82cc979c364ecf77ce99dabb823e099f7ccbf169c8775ee79a8cdfda015bb315","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"53b506c8ec85331d94f9673c95a96bf2354335b58382c9ce4a4e7a9b842b0602","formula_version":"titan-u-contract-v1","latency_ms":23.465165999994042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1606","prompt_sha256":"d5e9ad7a5ad40d2a398b8a8b694e47def36dc3ba234a70ce1acc6b5bea505218","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"7af2ccc1f6f9b4010037c0d1de4d5753bf909c4c6ed20f827a054925af72e754","formula_version":"titan-u-contract-v1","latency_ms":22.60958300001903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1636","prompt_sha256":"9344c46f52efba1945750c9081d5a834d60f136762b04ba23be19029ccddda08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641393823179368},"components":{"alpha":1.0,"bonus":1.0641393823179368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641393823179368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"a670e2bb708333c112344899294c4d27c93ec3affbee8bf920ad54d594969c24","formula_version":"titan-u-contract-v1","latency_ms":23.009083999994573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308060489846034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1661","prompt_sha256":"335377783e5e89784e40c4b7b81e86531b3cbadada69ec49a8e1531645704e95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd1bda109d858f8707ad995057b5050c7f13c3d1ce529cb0e11aecfa76c007dd","formula_version":"titan-u-contract-v1","latency_ms":23.538458000018636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1747","prompt_sha256":"24df54e15298448fe724dfd848487cad856f188b8745dcbddaa6273fa0826870","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"630d54aea87e35a48f90e6e677770428b62e85ce2ae8b608d2a91e902c594916","formula_version":"titan-u-contract-v1","latency_ms":23.941374999992604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1773","prompt_sha256":"98d26118e5740b4a543ee011364b3edef583bfcee9ef36046a97c0f361e71165","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2a92b8e911fe2160ff1e84242ff7312cb033a7b2ea7ad602d47ea1f6c36a659","formula_version":"titan-u-contract-v1","latency_ms":23.282458000011275,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1791","prompt_sha256":"91648496df0228222e754241f1b2bbfff77de18adf1f02787bb78bac27207306","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0c0025b1c3f0da3da00c4f1db32a133933a54a6a91211462600c15ec4033dab","formula_version":"titan-u-contract-v1","latency_ms":28.650624999983165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Fine Arts_1898","prompt_sha256":"9a7ed9d244086bd79a18778eabbdae743924f89a99858ca873802a86b2b7236e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.109176668891164},"components":{"alpha":1.0,"bonus":1.109176668891164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.109176668891164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7797,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e993a38c1647c0ab87fabf882d247955c5095dd3cc3df6f3df7877d4cc772a2","formula_version":"titan-u-contract-v1","latency_ms":31.10158300000876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0758433355578305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5992","prompt_sha256":"704ca74c3df0310cc5975c98b1bbf255fad22f79a0fd9fe4a1ca28b3cc18463d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738763895346615},"components":{"alpha":1.0,"bonus":1.0738763895346615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738763895346615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5927,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5313d0a2ca26c04fe19f58dc56c2f1ea7597335a9a2547163995da608a99dea","formula_version":"titan-u-contract-v1","latency_ms":26.47304200002054,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040543056201328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9021","prompt_sha256":"e252216290e4db1e94fa5adaa009cba0128434628f53f9cca2c3a41127ba98c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8315,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc9c67c2d6b0c7ddbab65200ca11d6223529953eb5d9f290785d9d5c12fce40c","formula_version":"titan-u-contract-v1","latency_ms":34.09029200000191,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4201","prompt_sha256":"3e2f845c288ecd9a0ff7f663959167cd01ec289eb0473316f327ecd1dc9777b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9528,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f11980dc6b7b6884d2cce33be7affd166c2bc78e2c25ba63cf78c2e4ea14e88","formula_version":"titan-u-contract-v1","latency_ms":26.717292000000725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4502","prompt_sha256":"5b1893eb1c8b6260646af2a965820b6949e805fc6fcdd75b457a65cf825fd6c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1163483439321258},"components":{"alpha":1.0,"bonus":1.1163483439321258,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1163483439321258,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8074,"eligible_count":122,"excluded_count":18,"feature_sha256":"333352d93057e4f8b8b1c5fa0ad134f75f761e755a8aef6db8388f5e3a5c02cd","formula_version":"titan-u-contract-v1","latency_ms":25.577749999996513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0830150105987923,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4264","prompt_sha256":"20ef49271760cbf1fa7b07869420e1c82c843922b8d16bc9d29b6fb9b4a1db43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8983,"eligible_count":122,"excluded_count":18,"feature_sha256":"fceec93e5a178fbd5dc727c52d26c46361d22274c9d7af7e4f1b779d0896bcf3","formula_version":"titan-u-contract-v1","latency_ms":25.457375000002003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3206","prompt_sha256":"b03a19f1017511a0a9cbb89bbb7743a253cd18af468ab5fc4712f7a480c2781e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728198277495156},"components":{"alpha":1.0,"bonus":1.0728198277495156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728198277495156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5853,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ca19577bb3d058bce3940eb80216d90419234e32a0ded67a8e8c71656882b44","formula_version":"titan-u-contract-v1","latency_ms":25.522333999987268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394864944161821,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_119","prompt_sha256":"f3b9461a5f24a379cccf2faaca9d2815ef308de0a9399405324703aeb6d10243","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0973534391036006},"components":{"alpha":1.0,"bonus":1.0973534391036006,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0973534391036006,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7291,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d9806e208fd5bfecf2025514c454ed3f9469a347d27a8383dc5145b42d001ef","formula_version":"titan-u-contract-v1","latency_ms":24.66554100001872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0640201057702672,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8204","prompt_sha256":"90f8af3f176b00b65564f48093c62349a589ea1406432fc3b84b67d63ec8306f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9550,"eligible_count":122,"excluded_count":18,"feature_sha256":"24e69e26e798b0f0fca79ab307e66389c3af838d6957d7647883db19886f7134","formula_version":"titan-u-contract-v1","latency_ms":26.27974999998628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_582","prompt_sha256":"ce8b62a879bad5a1e34e93a05e014c4f9d7e0534b5421ac308ed45486434a060","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785066389746982},"components":{"alpha":1.0,"bonus":1.0785066389746982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785066389746982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6267,"eligible_count":122,"excluded_count":18,"feature_sha256":"2487b6117e99ce6e24adcb35c87b2a28ec006213838044b3fbc941d38d6c9457","formula_version":"titan-u-contract-v1","latency_ms":24.582957999996324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0451733056413648,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_439","prompt_sha256":"3ce4ac7ab07e940fbede36376520cede45dd5dcbc80710abfaa5362d1029380e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148282},"components":{"alpha":1.0,"bonus":1.1204072920148282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8813,"eligible_count":122,"excluded_count":18,"feature_sha256":"4309140376a64c590b4cc3f097ad9a99816b46ac780da1284eb1ca213567087d","formula_version":"titan-u-contract-v1","latency_ms":23.716250000006767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6831","prompt_sha256":"3e24376429a967385dfb3f988f3c70b1e882f12226b7351f6d1495310920d950","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0878838438971783},"components":{"alpha":1.0,"bonus":1.0878838438971783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0878838438971783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6829,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0895eccf7fa859ba999e258a89e2467bd98a62932f971b29c76982e42040a48","formula_version":"titan-u-contract-v1","latency_ms":25.09087500001783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0545505105638449,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3405","prompt_sha256":"1dc76c673539289d0e0ca6852d0f186828dd337ebe38dd7e41c88ce5b735d1f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.165467184356771},"components":{"alpha":1.0,"bonus":1.165467184356771,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.165467184356771,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7869,"eligible_count":122,"excluded_count":18,"feature_sha256":"b934a82dc1dbc040180e734754d158fb766d5ae97af247a7b4f6c61d949b342d","formula_version":"titan-u-contract-v1","latency_ms":26.892750000001797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1321338510234376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3272","prompt_sha256":"c2083f00e23eb1bd13f7adc13030ca45febe84630d9c9d84ef7a714084d98419","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9007,"eligible_count":122,"excluded_count":18,"feature_sha256":"57ef3de33a8a8e5cce1130cec41b3b2a7ee7c74904c4c6a6c2dad759fddd282f","formula_version":"titan-u-contract-v1","latency_ms":26.993916999998646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3110","prompt_sha256":"43e9dd9734273087a9535924874516e7dcbaa4fe87422a16fd090a1247a41fa1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1047949505734085},"components":{"alpha":1.0,"bonus":1.1047949505734085,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1047949505734085,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7644,"eligible_count":122,"excluded_count":18,"feature_sha256":"5509b9e698cdbdcf1255665f4978007c52224c378314c790c70e2437f3c5713a","formula_version":"titan-u-contract-v1","latency_ms":25.101749999976164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.071461617240075,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1747","prompt_sha256":"115f57751e5429ee45e42d5b0f6c1e7e2a62ed7ab9fc8ecc087576345cabe437","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0960519526064902},"components":{"alpha":1.0,"bonus":1.0960519526064902,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0960519526064902,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7245,"eligible_count":122,"excluded_count":18,"feature_sha256":"7bf3b72fe1f346dee9b27162605898dc334d7d07d4ff17a2c167ec836d805639","formula_version":"titan-u-contract-v1","latency_ms":24.17349999998919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0627186192731568,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4275","prompt_sha256":"0e3a7739802edefbd18308edba5d840fab72f20ea9383baa5a200c6f88d3cf06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9091,"eligible_count":122,"excluded_count":18,"feature_sha256":"11eb2e79bb53c3e58ebbcc9aeccdc4760830175ad5064a7a4ddf8118ccf7466b","formula_version":"titan-u-contract-v1","latency_ms":24.817291999994495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9468","prompt_sha256":"b9a512fbe067f879e8de225f6521c3ffb71fef7c9c172367f09da104bf17b6a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0905345915249547},"components":{"alpha":1.0,"bonus":1.0905345915249547,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0905345915249547,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6970,"eligible_count":122,"excluded_count":18,"feature_sha256":"05bb0068bcf8c65a063125f1065a380003048b0183d38c0c5220fc7ca8415c1e","formula_version":"titan-u-contract-v1","latency_ms":23.7482919999934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0572012581916213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4119","prompt_sha256":"323d5ccb339413e5efd1c232eba9e7a30f18588cb7f8ae18b01b3b390abf819a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090279336340004},"components":{"alpha":1.0,"bonus":1.090279336340004,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090279336340004,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6961,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f75b30561089def5a3f0c77c4522618f46d12217277c28f54cf4c7d99f728a2","formula_version":"titan-u-contract-v1","latency_ms":25.718584000003375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0569460030066706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9565","prompt_sha256":"9af257a229ae13bcc693d927eeada6d41276f0bb9b09ad2a3cf6b86b8d3d0de6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509194},"components":{"alpha":1.0,"bonus":1.1748670137509194,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509194,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10571,"eligible_count":122,"excluded_count":18,"feature_sha256":"66e72135f426d123818f1e9f7f359280e705fb8c5416a88f4669781eec698ba1","formula_version":"titan-u-contract-v1","latency_ms":25.562874999991436,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.141533680417586,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8444","prompt_sha256":"3f33d072d0cb90a18281d42bfb6bfb8b4afa226470ff73f8ec0552f3d7260a30","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8562,"eligible_count":122,"excluded_count":18,"feature_sha256":"756ad99e7f5507b125283164049e605b866d335a14ec2c5444ec54847171fa89","formula_version":"titan-u-contract-v1","latency_ms":25.389166000024943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5563","prompt_sha256":"b35d7752e0970f0ecc69a3ade60bf15fcfcec34dd4e561d7d80641596555d342","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8634,"eligible_count":122,"excluded_count":18,"feature_sha256":"9024e152c9dd6913024d2b31258134c539b5cf3391b4425637d9e6f12ed46923","formula_version":"titan-u-contract-v1","latency_ms":26.88433299999815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6458","prompt_sha256":"06b4064eb6a88c2a7c1fc4c9d684da4c20d0edaa66f309750064da55a4cc0e23","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1103679570304608},"components":{"alpha":1.0,"bonus":1.1103679570304608,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1103679570304608,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7844,"eligible_count":122,"excluded_count":18,"feature_sha256":"696ef409e530b9f15bb64a5de4c67e1f6417ee1d950df7af6bb90375db1b1512","formula_version":"titan-u-contract-v1","latency_ms":25.12566699999752,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0770346236971273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5983","prompt_sha256":"fa6830a5d1755d95a67e4c4d96a374d27395fcde94cf471333cedda412d66f2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9068,"eligible_count":122,"excluded_count":18,"feature_sha256":"11eb2e79bb53c3e58ebbcc9aeccdc4760830175ad5064a7a4ddf8118ccf7466b","formula_version":"titan-u-contract-v1","latency_ms":26.313708000003544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9476","prompt_sha256":"2e21aba4d62a8b29c84f3374c2ea16cbd05ad8d90d8113f3b211059478c9551b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1014711894779634},"components":{"alpha":1.0,"bonus":1.1014711894779634,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1014711894779634,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7483,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c0826c9b1b667bab0fe23c8efbd44cde04d84093eadd5e0415390f973d07416","formula_version":"titan-u-contract-v1","latency_ms":25.789457999991328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.06813785614463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5321","prompt_sha256":"c5cabf415953d373f3c58fb6569a4f9ee28ae79defa7e1cf56447ab0dc7aa0fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8439,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a7850f4c76c7cbccc8f6059daf6c7519fefd48f0557a5d2b73540035bd6d7fd","formula_version":"titan-u-contract-v1","latency_ms":26.430165999983046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2664","prompt_sha256":"144349d5f8a8b313604fa07fdf50ce34f3c421b03944a4ca1de981ef373d707c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9519,"eligible_count":122,"excluded_count":18,"feature_sha256":"916412ca868b34e9379ba5d7f8eb73a062a2bea9731b8d8de8a7a8302f5b6569","formula_version":"titan-u-contract-v1","latency_ms":24.576749999994263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_866","prompt_sha256":"eff83a8d59140d1a38354b1867ceb5a1579d59872b78b4ee1bbf4d24d21450ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0762610191073536},"components":{"alpha":1.0,"bonus":1.0762610191073536,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0762610191073536,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6125,"eligible_count":122,"excluded_count":18,"feature_sha256":"4491e48141bac2368a77d2f0fb1aeaa6f42f14a4fdf8b7ec9c9dfded8910529e","formula_version":"titan-u-contract-v1","latency_ms":25.337999999976546,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429276857740202,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7370","prompt_sha256":"c939865b1f11770ecef756078e18512346655a6751933417e2834586cf5222e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148282},"components":{"alpha":1.0,"bonus":1.1204072920148282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8834,"eligible_count":122,"excluded_count":18,"feature_sha256":"4309140376a64c590b4cc3f097ad9a99816b46ac780da1284eb1ca213567087d","formula_version":"titan-u-contract-v1","latency_ms":51.205750000008265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6822","prompt_sha256":"98b0d6b8ced5e59a5c8a244afa901b8c8ef920ed576fb8e7309c8ec455197a1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.091848235934143},"components":{"alpha":1.0,"bonus":1.091848235934143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.091848235934143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7069,"eligible_count":122,"excluded_count":18,"feature_sha256":"d559638a30744055b5dc4d7cac0bb39f954c9a8ca45913897effc95035661c6f","formula_version":"titan-u-contract-v1","latency_ms":39.474582999986296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0585149026008096,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1662","prompt_sha256":"c716f880359d183aaa72eaa34a220a7b4b6a80449746c6a13eb065bdf5ce055e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0899083426199196},"components":{"alpha":1.0,"bonus":1.0899083426199196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0899083426199196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6933,"eligible_count":122,"excluded_count":18,"feature_sha256":"e016aa50fbef3d595fa6340ccf8f58a1c470079a829fc2640b10bac97c516694","formula_version":"titan-u-contract-v1","latency_ms":43.709583000008934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0565750092865862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2319","prompt_sha256":"28afd625b9123ea991c4ae12b546ac7daf9d3bdf8048fa7d794b3ad54f6351d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774839072174118},"components":{"alpha":1.0,"bonus":1.0774839072174118,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774839072174118,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6200,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e2737d87bcce35f3979cecb94118e68fbe127ed750fbdcb6d1ee25d33b449eb","formula_version":"titan-u-contract-v1","latency_ms":40.79804099998796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441505738840784,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7690","prompt_sha256":"4aeb078c2210c08c8ad4c46efc3f7a3d01b2911bfb963e8af256be8bf21b7caf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9595,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0d1667fa71064bf49524964358cb0d107fb36442f47bf986d557105a0a6621f","formula_version":"titan-u-contract-v1","latency_ms":32.7322919999915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3880","prompt_sha256":"c12935b0b758fdd583e23840435cea774b3eebad8c573b88493e51239d7a6d34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8648,"eligible_count":122,"excluded_count":18,"feature_sha256":"9024e152c9dd6913024d2b31258134c539b5cf3391b4425637d9e6f12ed46923","formula_version":"titan-u-contract-v1","latency_ms":35.44275000001562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6453","prompt_sha256":"d1f067bc11c9878a727f7e2d3fe88eb0c641e7f22e3186b1c7aa74e1feb04bae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9371,"eligible_count":122,"excluded_count":18,"feature_sha256":"af9736e91b305f672739edf12ddd8b2c4ff3dffc8f9213fb0d5c6c2f390949bc","formula_version":"titan-u-contract-v1","latency_ms":35.98908299997561,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4518","prompt_sha256":"3317e004ae72b7154e6d1e48289a79e688b95c4922c15816f7af7f46eec75b47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0770703319653734},"components":{"alpha":1.0,"bonus":1.0770703319653734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0770703319653734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6181,"eligible_count":122,"excluded_count":18,"feature_sha256":"93062cb7eb1471db39f1f3a8b07889265e916ccff04e55efa50da55dacc3e69d","formula_version":"titan-u-contract-v1","latency_ms":24.82445799998345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04373699863204,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6597","prompt_sha256":"ffbe629b2b12770deb65d452b14fbf1343d447133907b3cb4edbdcd7ec0ff290","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9809,"eligible_count":122,"excluded_count":18,"feature_sha256":"60e8cd9e0ff6baf2d8818c6dab1235ff9865d8abc51c20dffa1d941cee232b1d","formula_version":"titan-u-contract-v1","latency_ms":26.3084580000168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7469","prompt_sha256":"431f2d7bdd06fe8279679b9f1de047246a25155021b93f958cd2fb4cf4def7e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757841653010602},"components":{"alpha":1.0,"bonus":1.0757841653010602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757841653010602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6078,"eligible_count":122,"excluded_count":18,"feature_sha256":"d25b22a8660ffa34d65da6b2c798fd3f6bb74d678175e0e1f7a53458777dba32","formula_version":"titan-u-contract-v1","latency_ms":25.900417000002562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424508319677268,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1208","prompt_sha256":"1f20eb12e758422dddac3d927f3ee99c3371a0f978b1871288da57164f27cf35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148274},"components":{"alpha":1.0,"bonus":1.1204072920148274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9178,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d740faafef66157bb3fc8fd5a3935ed81de53e643e2c3bc11afa10ff7a5fbf","formula_version":"titan-u-contract-v1","latency_ms":26.05520899999192,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087073958681494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4830","prompt_sha256":"088a56489dc9442cb4be42f5b178d9222ee7ca3415cc53d3a06319d42ad77456","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0762747710563971},"components":{"alpha":1.0,"bonus":1.0762747710563971,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0762747710563971,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6126,"eligible_count":122,"excluded_count":18,"feature_sha256":"277ae31563c4b83c2450207f0b5a762aea0475ca15b21b04e2b5fd6ef56d488e","formula_version":"titan-u-contract-v1","latency_ms":24.84195799999611,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429414377230637,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7391","prompt_sha256":"e9fe5dafcb2a63cb751f5a6df8fb378705bf8159d3e5a3d624c87dc9ea467539","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8854,"eligible_count":122,"excluded_count":18,"feature_sha256":"44dd6820d56f89916b72ac60cf5cc51b61e62266b662cbe7df69b8363e53bacc","formula_version":"titan-u-contract-v1","latency_ms":25.113916999998764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9707","prompt_sha256":"49714d2d6671601abd580c94ca185f06099874c52f3b1fda35ce4609a9404b59","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1161867143314328},"components":{"alpha":1.0,"bonus":1.1161867143314328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1161867143314328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8068,"eligible_count":122,"excluded_count":18,"feature_sha256":"9565aaa60515fa273cf60c3e466eaa78492f5f8aef92949b828ac0ca72840319","formula_version":"titan-u-contract-v1","latency_ms":25.094125000009626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0828533809980994,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4246","prompt_sha256":"b93c79d0fec4a11cd60cc5b472cdf412bcb1863b7d21b6c26c430602a758eeed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0811819920808892},"components":{"alpha":1.0,"bonus":1.0811819920808892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0811819920808892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6445,"eligible_count":122,"excluded_count":18,"feature_sha256":"f10828437c6275cd02f6534c57297837a3a87ffe16b423babb4a0f6b853989ed","formula_version":"titan-u-contract-v1","latency_ms":24.134416999999075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0478486587475557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1180","prompt_sha256":"2e653e913411f560ea09f2064c5cd10a6aaefd4fab64a0679077f6d1b87889a5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763298496801528},"components":{"alpha":1.0,"bonus":1.0763298496801528,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763298496801528,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6125,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ef2cb5d430d6cc6379bfd8390b110c160f43f0d82ddf1d5bd3ba100f2c3b734","formula_version":"titan-u-contract-v1","latency_ms":23.702417000009746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429965163468193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_713","prompt_sha256":"a4619ca8e1c177951cadf1c56e22722049f209f7ef1cdba0ae01781202a31071","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.108975318847313},"components":{"alpha":1.0,"bonus":1.108975318847313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.108975318847313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7792,"eligible_count":122,"excluded_count":18,"feature_sha256":"53367d937b7a548f56801027010538447376eb54e2326b2f23aab1e9b3463b6b","formula_version":"titan-u-contract-v1","latency_ms":23.78991699998778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0756419855139796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7820","prompt_sha256":"0fe648f191b55e7c30c6cd05d8e10d4790b0c4b50fc39e70ee15f43eef79b570","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9002,"eligible_count":122,"excluded_count":18,"feature_sha256":"f43509ad97908db75388e69b4cc06d718ddc17d352900136163582ddad2a82b3","formula_version":"titan-u-contract-v1","latency_ms":26.649416999987352,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1862","prompt_sha256":"1c40dda0b21d9e4ee49d4a829c3026bfe9a2d8e41eb22dfdf29abc66fc1920ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148282},"components":{"alpha":1.0,"bonus":1.1204072920148282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8532,"eligible_count":122,"excluded_count":18,"feature_sha256":"20534168918268ca55dac9800caa1534890bbba27ead9bf0a08c94598a0b6a89","formula_version":"titan-u-contract-v1","latency_ms":29.863707999993494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3524","prompt_sha256":"3394029ceca67aad5b78f3872a3f60cd694ad942c92176180ce65f2f330ed747","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07631606940062},"components":{"alpha":1.0,"bonus":1.07631606940062,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07631606940062,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6124,"eligible_count":122,"excluded_count":18,"feature_sha256":"3751c170c2dc83ea3fa90b4e6a19d173ebcd6c2ac3c1f7b41ca391e580fc35d2","formula_version":"titan-u-contract-v1","latency_ms":24.71770900001502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429827360672865,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_710","prompt_sha256":"c818956049348a1cb1541b95efefdd104c945ec71999a1ebb9ca414de7d1437f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1171056351124538},"components":{"alpha":1.0,"bonus":1.1171056351124538,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1171056351124538,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8105,"eligible_count":122,"excluded_count":18,"feature_sha256":"31923d8c463669c0391ab012c951f8cf991b3588483e97951224ed2076238858","formula_version":"titan-u-contract-v1","latency_ms":25.86012500000834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0837723017791203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2287","prompt_sha256":"70ba39a927331a0b1628ca996824ce32b5c891bdf4c925c95a69b4b0ad0fe4cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509183},"components":{"alpha":1.0,"bonus":1.1748670137509183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14434,"eligible_count":122,"excluded_count":18,"feature_sha256":"1501c56958deeda9ec1c37e877bfb03f8454c25c495d7c72ab37ba1922c67418","formula_version":"titan-u-contract-v1","latency_ms":25.512499999990723,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5245","prompt_sha256":"170c07e4f28f27bea8fb45cd64ccdc6bedf208f16f748d7ad3b036502d097b9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8290,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d47d1f83c3da94fb39507fb0ca501e7a92a9b0a4266be12fc7b3f9ef8609a4","formula_version":"titan-u-contract-v1","latency_ms":26.659125000009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2514","prompt_sha256":"effee359811e9bc3e1bbe9a207af37ef1836622715192593242818ed8ccf4413","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0856670760412692},"components":{"alpha":1.0,"bonus":1.0856670760412692,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0856670760412692,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6705,"eligible_count":122,"excluded_count":18,"feature_sha256":"c27580a7df1466099c02e0832d3853d89437c7ac81608e4d23771725a89e8545","formula_version":"titan-u-contract-v1","latency_ms":26.44987499999729,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0523337427079358,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_765","prompt_sha256":"1a8c9503303bdcc15b78eef1bb91bde695bfcd59189b48e010897a837b214883","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745336779273136},"components":{"alpha":1.0,"bonus":1.0745336779273136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745336779273136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5983,"eligible_count":122,"excluded_count":18,"feature_sha256":"367ada3b927d6f2e4db80d9327af9e5740c0cf4114a368cb67d4d4c067fa4bdb","formula_version":"titan-u-contract-v1","latency_ms":26.161665999978823,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0412003445939801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2473","prompt_sha256":"b8cc696106bd6b6d64f2e60f0dbeba79e0a92056a398475b57b8b9d306303d2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.091088279110586},"components":{"alpha":1.0,"bonus":1.091088279110586,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.091088279110586,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7031,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2ba0953aefcfbb883184dee5d6286ad8251e93bbb4c46471dbf9fa2fcca72cb","formula_version":"titan-u-contract-v1","latency_ms":25.847083000002158,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0577549457772526,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1671","prompt_sha256":"5817b07cd00b66ebf7eb0daa6ba73e94d7f2d52d4e3654161aa6567f7b077739","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0882976995346907},"components":{"alpha":1.0,"bonus":1.0882976995346907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0882976995346907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6858,"eligible_count":122,"excluded_count":18,"feature_sha256":"e97045107dec2d3ebc7f5e9d32200debff0cf7e710acec045a16b185a8899eb2","formula_version":"titan-u-contract-v1","latency_ms":26.85195899999826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0549643662013573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_914","prompt_sha256":"a5a8399827d5a46b121d78d77c31e7e40dac7a33625430ca2046560f250ddb75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9174,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d554fcfad3cb4c8dfbf5662d2066caa47da052173a613dd9047322c643f737e","formula_version":"titan-u-contract-v1","latency_ms":26.747458000016877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2249","prompt_sha256":"9bd9f74925689d4b06a436159e565d0ac8c2976aec1731ea9c84043c07232c01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148274},"components":{"alpha":1.0,"bonus":1.1204072920148274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8383,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f1b814730b5b25ebe498fec752f4c4020d46866de045e647a679b9bbad45d35","formula_version":"titan-u-contract-v1","latency_ms":26.247750000010228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087073958681494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2627","prompt_sha256":"83a717bbaecb20ba4a784bb95123e3ac100b7eb806bb10f65420b367ffaaede6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748695415025957},"components":{"alpha":1.0,"bonus":1.0748695415025957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748695415025957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6004,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ba36d167cf72a79b3de1129e1218d044c2f472cf3f2ecd70775b2c2adc577a0","formula_version":"titan-u-contract-v1","latency_ms":24.463499999995975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415362081692623,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2340","prompt_sha256":"b639a56efe503604ac47280f6efe4d3665bc9b539960f292b7df725fea399443","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752762762715915},"components":{"alpha":1.0,"bonus":1.0752762762715915,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752762762715915,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6037,"eligible_count":122,"excluded_count":18,"feature_sha256":"335fc89ed2fdfe2fd692e02ea19f6faee4f84433ef1d16afa995863e19c8c6af","formula_version":"titan-u-contract-v1","latency_ms":23.95616600000494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041942942938258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8504","prompt_sha256":"af4490933e54222fd946298f1af1550f9113e94566b73d76505b7a6d112f9ddb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0959875113339566},"components":{"alpha":1.0,"bonus":1.0959875113339566,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0959875113339566,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7236,"eligible_count":122,"excluded_count":18,"feature_sha256":"63ad9ea7a88027ebdb87625dc020ccb7de9a578e8f64f9520ded737e09071a38","formula_version":"titan-u-contract-v1","latency_ms":25.123957999994673,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0626541780006231,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7701","prompt_sha256":"80336dc567971aafdba5e920965c0c05b49d7c99760e04091bd04e618afd2be5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0884111448862053},"components":{"alpha":1.0,"bonus":1.0884111448862053,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0884111448862053,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6865,"eligible_count":122,"excluded_count":18,"feature_sha256":"d423586a98860cafe7a46a94b723295418abb96dccb4a064430f220c0007fb2f","formula_version":"titan-u-contract-v1","latency_ms":23.662874999985206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0550778115528718,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3621","prompt_sha256":"dfb004f0020a68325aba6ba3359f90eb8c4cee713cae415db32d5536928e389d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509178},"components":{"alpha":1.0,"bonus":1.1748670137509178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8813,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bfc265bdea3e2db7f40f85fd304f247f2d38237f83134da625f9c8585e2d2d4","formula_version":"titan-u-contract-v1","latency_ms":24.306333999987828,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3693","prompt_sha256":"f07a42408726d6dcecfb5bd460af011cd45918565b62d5c2994e1f7045d77b83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8991,"eligible_count":122,"excluded_count":18,"feature_sha256":"79e2915bc60e75fae8856212a40452a817ae2733c7f456cb48ae6cabc407b2ad","formula_version":"titan-u-contract-v1","latency_ms":22.807666999995035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6849","prompt_sha256":"30296f7830e5af54560abade0afa03d2f8a0e8ac51e6a16eedaf60cd629665a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090122828515209},"components":{"alpha":1.0,"bonus":1.090122828515209,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090122828515209,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6953,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e88f61d542f8a5815f2875f2f3cbc4b5778969f53fccb64ad774176394e36b9","formula_version":"titan-u-contract-v1","latency_ms":23.570459000012534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0567894951818755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9566","prompt_sha256":"84c29704433696b882cec754ba1f86b29697e0de1966c2475ba609ba85772cc9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8950,"eligible_count":122,"excluded_count":18,"feature_sha256":"30903342fc1dc1422dab9938129123737fd4d524e2616aca5ef78fa019c4ec66","formula_version":"titan-u-contract-v1","latency_ms":23.442750000015167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7422","prompt_sha256":"1573b13524a835b72def23396b948e5ce000ecebab71f7d78344d8e2ad8af3fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0765930202495275},"components":{"alpha":1.0,"bonus":1.0765930202495275,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0765930202495275,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6138,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c488a54a370111efe9053fb38586b23e66a88b023348be95f68c7611c2763a0","formula_version":"titan-u-contract-v1","latency_ms":24.915832999994336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043259686916194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5368","prompt_sha256":"ec3c39678f003248260e8bd829963ede512d6ecabc8b1ef584f697bda36d5bf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148276},"components":{"alpha":1.0,"bonus":1.1204072920148276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9483,"eligible_count":122,"excluded_count":18,"feature_sha256":"10350d0a19668dc6449519995ae90e674ba4be1433a9f44ddf0af349f2fc5b7f","formula_version":"titan-u-contract-v1","latency_ms":66.50608299997884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814941,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6686","prompt_sha256":"1695f989b8458261864584ae797d91a074cd0215dce5971ec136d05bb6d71602","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1170242590528188},"components":{"alpha":1.0,"bonus":1.1170242590528188,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1170242590528188,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8102,"eligible_count":122,"excluded_count":18,"feature_sha256":"d74074acd97ab8b4ab01906d63af68a80e87dfc69c733924c02798b4fee15e9e","formula_version":"titan-u-contract-v1","latency_ms":41.188290999997434,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0836909257194853,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2291","prompt_sha256":"880c1f595067008ea2184d6aac394fb64959f5f1c671ad839ef7897760355755","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14518,"eligible_count":122,"excluded_count":18,"feature_sha256":"829c06615d8dca9d86cdda5b3fc69ec991f80c80b0e7ed9f1582269d0e9dbbb4","formula_version":"titan-u-contract-v1","latency_ms":30.394083000004457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4411","prompt_sha256":"ad77508270e7ea6e45b79c0c72f2026ca3a781688ba9090b3b65bbdb61d522e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078940452481044},"components":{"alpha":1.0,"bonus":1.078940452481044,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078940452481044,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6298,"eligible_count":122,"excluded_count":18,"feature_sha256":"375cc26297e223c301fa92b7de5bd6b55ae944bc8ff37df42dec77ea2b2af36e","formula_version":"titan-u-contract-v1","latency_ms":30.297584000010147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0456071191477105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1147","prompt_sha256":"91b36e5c3c2447b3df8c3194450cd2284e3cbde146c01b7bc1e71b021146e42a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1339523282803823},"components":{"alpha":1.0,"bonus":1.1339523282803823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1339523282803823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6200,"eligible_count":122,"excluded_count":18,"feature_sha256":"da443e4597517c284ac4accb761d63760aae95ed4705d1da100553ee8621dadf","formula_version":"titan-u-contract-v1","latency_ms":28.360291000012694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1006189949470488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7273","prompt_sha256":"366ee705056519c8b024919e5d624d6b89c62a732b9a1a776ba61880991877ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14532,"eligible_count":122,"excluded_count":18,"feature_sha256":"771b508d944ededbd87a1eee369a5df0e6ba713c007842270a369619b9a7bc32","formula_version":"titan-u-contract-v1","latency_ms":26.519124999992982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_543","prompt_sha256":"9dcdd69c9cb76ec7b555c74e30238e3f62a0caeabf7df9e8152aa5f66ab7e502","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.147549185356558},"components":{"alpha":1.0,"bonus":1.147549185356558,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.147549185356558,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7035,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1646df5929e47dc767bee0581be6aac88d34a2d4148f60d88400e1367c329c6","formula_version":"titan-u-contract-v1","latency_ms":29.36120800001163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1142158520232246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9197","prompt_sha256":"64fa793527de3862e9b4e6ee5d996f7cd4368f3374a5427fb94743e08001e9f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1024709498723764},"components":{"alpha":1.0,"bonus":1.1024709498723764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1024709498723764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7554,"eligible_count":122,"excluded_count":18,"feature_sha256":"efec92e3f6cb9821761bb21aa6ded8f3676bad4371ba86992a37791add1deb98","formula_version":"titan-u-contract-v1","latency_ms":28.00799999999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.069137616539043,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3566","prompt_sha256":"53b97c0727779f67e77b8861f741e37f1aeb83b8aa2f9d6064f6ad94760daf7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081085695608817},"components":{"alpha":1.0,"bonus":1.081085695608817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081085695608817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6436,"eligible_count":122,"excluded_count":18,"feature_sha256":"c30b76cc583cfb9df165d39d2bf0f0d8f41a91c608212a96ac127bd6e5216a74","formula_version":"titan-u-contract-v1","latency_ms":29.008250000003954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0477523622754836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5719","prompt_sha256":"5790156cc9fca9c875a098120e51a9c348a0ba31e4315774dc4f22553a0798b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1013788091524186},"components":{"alpha":1.0,"bonus":1.1013788091524186,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1013788091524186,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7472,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c041694b70ed681bf2a5abe45df6d0c2cbed521ddbc4761f4a9c0c14c6e3a8a","formula_version":"titan-u-contract-v1","latency_ms":29.33833299999833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0680454758190852,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8124","prompt_sha256":"fe000ae1df234ebb99907e4f559ec5826f06b97dcd1b94a5a198067dbed1b457","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0968951778770841},"components":{"alpha":1.0,"bonus":1.0968951778770841,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0968951778770841,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7270,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc6563d9c21ef0943e752b760fb047ba127447627ead0f7f0ecbc9e2ae3f64e5","formula_version":"titan-u-contract-v1","latency_ms":25.081125000014026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0635618445437507,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8216","prompt_sha256":"13f99b9a965828ef71382f2936787fb050284e5acdfcbb7f28abdade512bac80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0805447700118669},"components":{"alpha":1.0,"bonus":1.0805447700118669,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0805447700118669,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6403,"eligible_count":122,"excluded_count":18,"feature_sha256":"91aac5ed37d85e403d20fe6ca7292dd73793d78e0d2875a8e504a80cb9fcf0a6","formula_version":"titan-u-contract-v1","latency_ms":22.303582999995797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0472114366785334,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2922","prompt_sha256":"3736008c6352740fd574f1e5a505e26cdbe99bf093d255e1e7e63c1d7ce1333f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9689,"eligible_count":122,"excluded_count":18,"feature_sha256":"797ad0249f2220902e55cd00b66835d40e07065aabf1a24f377c1518621533b7","formula_version":"titan-u-contract-v1","latency_ms":27.427750000015294,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4588","prompt_sha256":"b8ce7ffeef93426f007a65b9111b5e8d392644627b0ee27d14dad9237e356036","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9150,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d554fcfad3cb4c8dfbf5662d2066caa47da052173a613dd9047322c643f737e","formula_version":"titan-u-contract-v1","latency_ms":27.591583000003084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2270","prompt_sha256":"f65c61e0aa3cdf26607e4660d9f1f0d3e12ef4f9be01dc980518f1851442eb65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509183},"components":{"alpha":1.0,"bonus":1.1748670137509183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14434,"eligible_count":122,"excluded_count":18,"feature_sha256":"1501c56958deeda9ec1c37e877bfb03f8454c25c495d7c72ab37ba1922c67418","formula_version":"titan-u-contract-v1","latency_ms":26.88437500000873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175849,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5269","prompt_sha256":"b92bdff390776de819f91f71e5ddfe107986d8f867bacb2ea75c484deaffe535","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0776567787623756},"components":{"alpha":1.0,"bonus":1.0776567787623756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0776567787623756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6212,"eligible_count":122,"excluded_count":18,"feature_sha256":"162fc4db296b8bf5fbd00cead49fe0468ff4d459afea65cd0d50ebca70889ce9","formula_version":"titan-u-contract-v1","latency_ms":23.574125000010326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0443234454290422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7677","prompt_sha256":"e5f59dbac0fb0ddb5121919b541e00d06618a4115317d36ba1b8c71a115026af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.11849774041457},"components":{"alpha":1.0,"bonus":1.11849774041457,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.11849774041457,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8156,"eligible_count":122,"excluded_count":18,"feature_sha256":"a33d3fa1ca469e3d5f6b234c687681e109192031b986ae7e22f8e984149d3b2d","formula_version":"titan-u-contract-v1","latency_ms":24.882750000017495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0851644070812365,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2859","prompt_sha256":"bcedd85e7c58b3c651048d83e99612cfe44d4c675837444f2b21d9d5e86facf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14515,"eligible_count":122,"excluded_count":18,"feature_sha256":"829c06615d8dca9d86cdda5b3fc69ec991f80c80b0e7ed9f1582269d0e9dbbb4","formula_version":"titan-u-contract-v1","latency_ms":24.041041000003815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4417","prompt_sha256":"ae63b1e2fa4d15cdaa6dcc5b80745b88fc9b00daa437f18a47a8ccaf3f4623db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14812,"eligible_count":122,"excluded_count":18,"feature_sha256":"efdcd2b4334bc2274c96d869ab160aba12c305c52811d4ac3542d06eb06092bc","formula_version":"titan-u-contract-v1","latency_ms":26.897208000008277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2554","prompt_sha256":"7f13c68d538a231dcb89577210040627e1e1aa9e9d3e0100e01f581884b8a3eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8575,"eligible_count":122,"excluded_count":18,"feature_sha256":"756ad99e7f5507b125283164049e605b866d335a14ec2c5444ec54847171fa89","formula_version":"titan-u-contract-v1","latency_ms":25.98987499999339,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5589","prompt_sha256":"197cd19348b636e106e5ecece52116a028055245f04f33060481d857a1911355","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0992159172849072},"components":{"alpha":1.0,"bonus":1.0992159172849072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0992159172849072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7382,"eligible_count":122,"excluded_count":18,"feature_sha256":"09630b81bbf68e7a17d5915e1e7b20e79c6e4195c07dd8fc76cc82c4eee0e9dc","formula_version":"titan-u-contract-v1","latency_ms":23.772417000003543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0658825839515738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3422","prompt_sha256":"fcea574e87ef6fa9cb695434e6a2b8429df5d5b5b3c4e53bfb276bfb5396cd22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.133041678541659},"components":{"alpha":1.0,"bonus":1.133041678541659,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.133041678541659,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6130,"eligible_count":122,"excluded_count":18,"feature_sha256":"c35864d448c8f8859c8afcc107d684cfb44c92829c1a6e51a2eec409a1aa40a2","formula_version":"titan-u-contract-v1","latency_ms":23.825416000022415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0997083452083256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8074","prompt_sha256":"9f5fe186a7f893b0c0f47e4dbdc39ce38edbc4193669e5e7e8179a5e13bb3874","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9295,"eligible_count":122,"excluded_count":18,"feature_sha256":"b25c3da2ca62ad5366d247ed0bf0bd81b5cf92dc2ccea00a19e2f92d2f4535d9","formula_version":"titan-u-contract-v1","latency_ms":24.80749999998011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6300","prompt_sha256":"44134c515dfbe3ecf3bb2ea7c36269c137f37089e8d3b020c67cfe6ea11dd288","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0809736677239183},"components":{"alpha":1.0,"bonus":1.0809736677239183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0809736677239183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6429,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffb78440edc2426dbea2bdffaa7326e1e75b3f861c7e35553c35d79d948f8b73","formula_version":"titan-u-contract-v1","latency_ms":23.660250000006045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047640334390585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5746","prompt_sha256":"8685689e4b3a6c698bbcd84ed1af77100135d4043f7a6da448d97a9241c6f644","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0955381133545743},"components":{"alpha":1.0,"bonus":1.0955381133545743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0955381133545743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7212,"eligible_count":122,"excluded_count":18,"feature_sha256":"b39af5b812e3f8775d3ec8c8b75f24cf8a1eb32ba91f0b8a53bed649b4afec0e","formula_version":"titan-u-contract-v1","latency_ms":31.95258299999182,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0622047800212409,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8076","prompt_sha256":"b795323d19fc07551646348a432a2803d88be50e0371f3054c02cb1127bad7cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9814,"eligible_count":122,"excluded_count":18,"feature_sha256":"60e8cd9e0ff6baf2d8818c6dab1235ff9865d8abc51c20dffa1d941cee232b1d","formula_version":"titan-u-contract-v1","latency_ms":26.19783400001552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7460","prompt_sha256":"487e29066258d3ad04278d8f1822be338b9e84d9aa03f1f6828cbbfa08785fdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0975507391460313},"components":{"alpha":1.0,"bonus":1.0975507391460313,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0975507391460313,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7308,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d6816f10dfed3841858a3c431491dd70a9ccd080ffea27dfe8dbc2d34aed0ae","formula_version":"titan-u-contract-v1","latency_ms":25.12004199999751,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0642174058126979,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7717","prompt_sha256":"2250f1a5dae03d41cd648efbd2672ef9c8876bcc7865dac4dbe90620f41b11f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9748,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e77bbf2d89a2474b16dd11b6f3e50d3a89f8dc9d85e85152cea36c56299c0cd","formula_version":"titan-u-contract-v1","latency_ms":24.41554099999621,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1369","prompt_sha256":"31a8dc478210d9de3a4bb9f04375b1a93ff854d6f9e5b796595e462d1ef99d87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9587,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0d1667fa71064bf49524964358cb0d107fb36442f47bf986d557105a0a6621f","formula_version":"titan-u-contract-v1","latency_ms":24.238042000007454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3881","prompt_sha256":"3a9cc041572537fc33e98fc502faf1bd08ff6559d6569f43ba142650a2b31226","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8834,"eligible_count":122,"excluded_count":18,"feature_sha256":"44dd6820d56f89916b72ac60cf5cc51b61e62266b662cbe7df69b8363e53bacc","formula_version":"titan-u-contract-v1","latency_ms":26.033916999978146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9682","prompt_sha256":"8bf09073e25e2a90a1759c988483f3cb5211efb695da71cf96e2cf05c2165b0c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8861,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e1d6ca996014364355cd79276fac5c7d4e9b49bd093fee02c1f7e7952bb30e2","formula_version":"titan-u-contract-v1","latency_ms":27.271541999994042,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1454","prompt_sha256":"64e5725979831a7a4e7cb51c5dcaaff725264da26b6de35dcad94e369ab94c18","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9629,"eligible_count":122,"excluded_count":18,"feature_sha256":"abd1669be79d8b4ebe10a3503bf41d6fe2c5660bca30c5fff5973b67cae3034f","formula_version":"titan-u-contract-v1","latency_ms":24.736125000003995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10041","prompt_sha256":"ed14c42dcad8eec862540a9dca2b3ea6a3f68c72b45036f8e79b2208ce281053","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1165912167451881},"components":{"alpha":1.0,"bonus":1.1165912167451881,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1165912167451881,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8079,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d6c485522b24afcd0f4d227659f15b39e5b708a19f030308e3b63881b7c65d2","formula_version":"titan-u-contract-v1","latency_ms":26.418582999980345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0832578834118547,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6512","prompt_sha256":"b5a372c82a1afd8f5f9796041fcd6ec4fac4c3f30b4e3bbf78844c3165c2bde2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8877,"eligible_count":122,"excluded_count":18,"feature_sha256":"da641d2dd78dfebbe3804fab2e2d808731df89bb0cb64548a72d3cdbaf67b725","formula_version":"titan-u-contract-v1","latency_ms":25.781999999992422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3299","prompt_sha256":"6d8f0b8622ed4daebe50ca45b622828010e7b5baa2211e0d514c515d4d6fee7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8582,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c824dea6490fbe5e907ef3984c8ff39b12b6a47beffbf066bc4450878e85e12","formula_version":"titan-u-contract-v1","latency_ms":28.53891699999167,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_958","prompt_sha256":"c589091cdc952e3615ad23157d3b4176f92dabbb709290e085c08107932bd659","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.090318531439322},"components":{"alpha":1.0,"bonus":1.090318531439322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.090318531439322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6951,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9b041092727860216c44e48ff3ead3c12bffa4cbb66fe0a89900603d41f138a","formula_version":"titan-u-contract-v1","latency_ms":27.434458000016093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0569851981059886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6131","prompt_sha256":"644962dbc7e35fcd16efb2a7d7dafbef341bf1fc3efae5b6f23ce66ae5d6040e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8327,"eligible_count":122,"excluded_count":18,"feature_sha256":"592d11d38c4df18aeed056db52a81357360352eaef2750988a9156834085bbdb","formula_version":"titan-u-contract-v1","latency_ms":30.59287499999641,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6648","prompt_sha256":"50e435b57020e7f0e65f063f4f393c5495d693ad47e6f6e8d71fea7d1168515f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8390,"eligible_count":122,"excluded_count":18,"feature_sha256":"751fd39bbaa10e9cd9daf5a37eb7dc4c442c76ca5b4cc45ecd1b8aeefab80ab3","formula_version":"titan-u-contract-v1","latency_ms":25.249999999999773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5225","prompt_sha256":"cb8c22f53ecc1a19e43c0347e8de3455eb14b50ab92385c656cfeec7eab7a6fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148274},"components":{"alpha":1.0,"bonus":1.1204072920148274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8355,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f1b814730b5b25ebe498fec752f4c4020d46866de045e647a679b9bbad45d35","formula_version":"titan-u-contract-v1","latency_ms":24.7037080000041,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087073958681494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2626","prompt_sha256":"94028db2f65ee2a55ee8465b7ef1ea291c2eb59f7f55a8368e330eea7d26be26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9707,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c21e011cc59c08fe69f611d3b6a5fc2587282db3478cc1bb1ee917572c093cc","formula_version":"titan-u-contract-v1","latency_ms":23.588791999998193,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10521","prompt_sha256":"4515b829f47b0eb2487c275042cfc4631e25bd05883a7768e513d12eddce54c9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0865343989032283},"components":{"alpha":1.0,"bonus":1.0865343989032283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0865343989032283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6763,"eligible_count":122,"excluded_count":18,"feature_sha256":"79d5ffcd46ec478b9161c3fc5ffc05fd1c37bbcbc355ddbad280d73ce378913d","formula_version":"titan-u-contract-v1","latency_ms":25.699583000005077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.053201065569895,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6746","prompt_sha256":"fcf9beb00e8faa31c3e814859d78ff3dc71d6cb7066f08afa75567db2a8e18f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1017721555804993},"components":{"alpha":1.0,"bonus":1.1017721555804993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1017721555804993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7524,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1dc6eb462d96fcd08daa02790fde2eea3755e2cb4ac10abcde600dd69ceaa96","formula_version":"titan-u-contract-v1","latency_ms":24.281500000000733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.068438822247166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3570","prompt_sha256":"f707e3d8b82cd6fc6ade6faa5e8f8cc8f55705abfb89b7ca77c4b2478face3ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14514,"eligible_count":122,"excluded_count":18,"feature_sha256":"35f2fa73c53223ff0005d1388d843c1ee102f9b9cdbaa666968ecd7493b232b8","formula_version":"titan-u-contract-v1","latency_ms":24.594374999992397,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2085","prompt_sha256":"4853ea8622ab40a1c9c2cbb9e8fac9ba02966bf83699a036af648e9bd0423284","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8958,"eligible_count":122,"excluded_count":18,"feature_sha256":"30903342fc1dc1422dab9938129123737fd4d524e2616aca5ef78fa019c4ec66","formula_version":"titan-u-contract-v1","latency_ms":25.99462500000982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7401","prompt_sha256":"d138b3e5e53e2d91d75bb62e77b6b23a147950b6dc68574a3d3fb48e7252e3d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8894,"eligible_count":122,"excluded_count":18,"feature_sha256":"f10e2dfd1b979b674798801d0abfd1d0b23e5c5eac7ca59f5e87c80a7ea68c39","formula_version":"titan-u-contract-v1","latency_ms":25.220999999987725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_293","prompt_sha256":"9e258e12ba4c638418da4825ad4a05f6ebbafca8427517710523a5d1ed748496","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0917275909367226},"components":{"alpha":1.0,"bonus":1.0917275909367226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0917275909367226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7024,"eligible_count":122,"excluded_count":18,"feature_sha256":"48d0379960ccca2927c6ed1b44894ccf3668715e8e47a186da483c26135b384a","formula_version":"titan-u-contract-v1","latency_ms":24.15579199998774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0583942576033891,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5678","prompt_sha256":"d3e644841cde321e5047218f149b2d493f17b001f13e395fbe192b5deeaa957a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07136379573537},"components":{"alpha":1.0,"bonus":1.07136379573537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07136379573537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5719,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d837c7ff7742cdcd08301dd1b7d6bc1f494482a7700faf07864e3d2ed9d6453","formula_version":"titan-u-contract-v1","latency_ms":24.83625000002121,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0380304624020367,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7602","prompt_sha256":"d48f7bef1625e6ed7f2fd7811491db2483e15e3440eafb7946e0be0bc923d3fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9149,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b1c86730ae00d5494bac3c8aef77265b886f067027cfa528988067c739c9bf1","formula_version":"titan-u-contract-v1","latency_ms":24.83370799998852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1330","prompt_sha256":"906c5c4eb5e7428f88c1a7f0be50c724eeeb9db91cd48844ff356b2197f585cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.07781613691761},"components":{"alpha":1.0,"bonus":1.07781613691761,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.07781613691761,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6230,"eligible_count":122,"excluded_count":18,"feature_sha256":"87fb4bcf25ba0de3e8565e71f393cde8e0b5d8067573a9a2b914b1cd8097d39b","formula_version":"titan-u-contract-v1","latency_ms":25.784334000007902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444828035842766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3931","prompt_sha256":"f35ae85ddf11c2017cc7f8e6f2297469edcc77c904ef1f21af99863a2f58076a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9429,"eligible_count":122,"excluded_count":18,"feature_sha256":"665c34421c7285bfcce6376d51198a842d31eef4f62df851436694f43525eb58","formula_version":"titan-u-contract-v1","latency_ms":24.763707999994722,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1775","prompt_sha256":"e708d10ca552e64b5151f0da1e391413360a81de4ce7c17cddfbed3be8d43c29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8783,"eligible_count":122,"excluded_count":18,"feature_sha256":"95b501b8fdf2464eba20cc29b23f10bed21171e1159b12866c3e773a2f2c3751","formula_version":"titan-u-contract-v1","latency_ms":24.705874999995103,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9224","prompt_sha256":"3a7c4a755d80cd6d418c3418435829dcc804df70ed3001505f8f716001849217","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081230234645933},"components":{"alpha":1.0,"bonus":1.081230234645933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081230234645933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6452,"eligible_count":122,"excluded_count":18,"feature_sha256":"9fbec3ccbed729f751c73c4a03878ff2efec181244fe01a810bedfff4809a102","formula_version":"titan-u-contract-v1","latency_ms":25.30933400001345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0478969013125996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6912","prompt_sha256":"5e8d2b96e04331bd5b20a5099aa3933d30f41d19c4f4a5a803e58e8cdff401e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1689857015004503},"components":{"alpha":1.0,"bonus":1.1689857015004503,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1689857015004503,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8210,"eligible_count":122,"excluded_count":18,"feature_sha256":"57b0841f81a339d6a4a5a5ffd033bb3700d9b43e9bee8fd10917fd2bc56540ef","formula_version":"titan-u-contract-v1","latency_ms":25.010167000004913,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.135652368167117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4921","prompt_sha256":"1c4ddcc2526074fc75ee6c262d0a112d106190141852a000fddb9c5ef287e9f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070996794025314},"components":{"alpha":1.0,"bonus":1.070996794025314,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070996794025314,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5680,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc6d3f390f055de836f331ae360302d28e614d81a4ba0c1c00ad8789d0027d15","formula_version":"titan-u-contract-v1","latency_ms":23.175041000001784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376634606919806,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_33","prompt_sha256":"d56c161c93e29baaaacedc9ed55b0ae5994e06c431d60d8bdbf6c5a407dacb47","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14532,"eligible_count":122,"excluded_count":18,"feature_sha256":"71205fe763f61caa3676e840529814401d05935fe77fd181fcbeb2a689f2ee20","formula_version":"titan-u-contract-v1","latency_ms":23.44929100001991,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_469","prompt_sha256":"359648b59311e1cfeea5902b7f91c19c218ad66b35d63e4be80167d2ac7d4e5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14532,"eligible_count":122,"excluded_count":18,"feature_sha256":"771b508d944ededbd87a1eee369a5df0e6ba713c007842270a369619b9a7bc32","formula_version":"titan-u-contract-v1","latency_ms":24.031207999996695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_565","prompt_sha256":"9e1611e18ed42194eaae06deda25cf3fc8f2d45c90d0441d255d9d5181214bc1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.086937225073279},"components":{"alpha":1.0,"bonus":1.086937225073279,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.086937225073279,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6780,"eligible_count":122,"excluded_count":18,"feature_sha256":"58aa84470f5f44a79757ed73ce40a3c9ba8c6229cab8d88ee3b21fb94668130c","formula_version":"titan-u-contract-v1","latency_ms":25.342459000000872,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0536038917399455,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5135","prompt_sha256":"7938b90cc7cdcf4129fcc7421f85643861730619efa3d945afab35dfbc86d501","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.092577231966921},"components":{"alpha":1.0,"bonus":1.092577231966921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.092577231966921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7070,"eligible_count":122,"excluded_count":18,"feature_sha256":"ace2ef2f2242081dde7847cd20397b32b6716c3e7a97a48c8306cd6d64dcc6b6","formula_version":"titan-u-contract-v1","latency_ms":24.797124999992093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0592438986335875,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_101","prompt_sha256":"097d47ed0f15fa5b8ec3d75543b8b530701975a5165fbf464373f125a6f1d6ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0998698218425669},"components":{"alpha":1.0,"bonus":1.0998698218425669,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0998698218425669,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7411,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e09ea9d56fc34e46d6d39622f0b9f9e167a22a8f696ad5598c93c6708c4b296","formula_version":"titan-u-contract-v1","latency_ms":49.312291999996205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0665364885092334,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3418","prompt_sha256":"ff7ded352825a2d1fd0041b6efef96357a51000192cb8411f9c6e2f645fda936","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8332,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbf93bdb835388c96ca0f8b549245fbabab671e1e512179a4cb7a284396d4385","formula_version":"titan-u-contract-v1","latency_ms":25.689459000005854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8275","prompt_sha256":"bf647532dca8f260ea3fa97265c0f573d20b9dc3033ee2d8d47120be14038209","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9403,"eligible_count":122,"excluded_count":18,"feature_sha256":"2503005c5d1864a85e2909ad6d2f271d302f3c6563b7ea8326b37f8c306a08b4","formula_version":"titan-u-contract-v1","latency_ms":25.241916999988234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5636","prompt_sha256":"9d42ca61738a310b3690e6f4272dd3d28d7b334a2b3e4714ce819e637f7d1c85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071244151092551},"components":{"alpha":1.0,"bonus":1.071244151092551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071244151092551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5703,"eligible_count":122,"excluded_count":18,"feature_sha256":"b58de1b78f1bbebb5f9ab5a95b72f0ff15c846227e0bbb1f1a542eed928a21c7","formula_version":"titan-u-contract-v1","latency_ms":26.698000000010325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379108177592176,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_39","prompt_sha256":"994cf8278d462cecf1b84d9ce6c005d38c7b193dade26066a0fac8bd938d467f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9596,"eligible_count":122,"excluded_count":18,"feature_sha256":"e099d0b0519bc52d964699ce2eabace5da5fcefea071e7a248ec865598849805","formula_version":"titan-u-contract-v1","latency_ms":31.39829099998792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_900","prompt_sha256":"6e987c36e105eb7a9f8cb0e5996bab14a71f326082029fe69c601400f97e0e17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.112897695769921},"components":{"alpha":1.0,"bonus":1.112897695769921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.112897695769921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7946,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8a69a45f53ac58e4885289af2a1756406c3a4ca00e8b167148ad99446c9c4dc","formula_version":"titan-u-contract-v1","latency_ms":45.018875000010894,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0795643624365876,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5781","prompt_sha256":"1b206dec4ecc7bedd941f4f787cda83e3d528fd72994d466648825d9dbd6bb46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8844,"eligible_count":122,"excluded_count":18,"feature_sha256":"6437edafbca2054063018a15c07fc3c8edd10e7e0433fe7a0b4d6e0a07421511","formula_version":"titan-u-contract-v1","latency_ms":27.545083999996223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8244","prompt_sha256":"169d810c3bcbfdfc593afa8c668f3237f1f4644658bada33b3a340ade3172ac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0915270589007402},"components":{"alpha":1.0,"bonus":1.0915270589007402,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0915270589007402,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7019,"eligible_count":122,"excluded_count":18,"feature_sha256":"40d33b871571c69a7dffdd1e5eaa54d711ca9521c600ce41426c8004348632cf","formula_version":"titan-u-contract-v1","latency_ms":27.06995799999845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0581937255674068,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9810","prompt_sha256":"c8ea366117cf1e7cbe0362ca2a419bc36e40591121e08251a6ce6b0c3d88b59e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8399,"eligible_count":122,"excluded_count":18,"feature_sha256":"751fd39bbaa10e9cd9daf5a37eb7dc4c442c76ca5b4cc45ecd1b8aeefab80ab3","formula_version":"titan-u-contract-v1","latency_ms":24.874582999984796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5226","prompt_sha256":"b535a5854bfafb7be997c8082d51941be7d65a0d801e9f910f3f69dfb8ea673e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073888847978458},"components":{"alpha":1.0,"bonus":1.073888847978458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073888847978458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5932,"eligible_count":122,"excluded_count":18,"feature_sha256":"9df5315b52dc3a9b9ac85390113dcdc520390239b80706a0525b13314213b09e","formula_version":"titan-u-contract-v1","latency_ms":24.959709000000885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405555146451246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4003","prompt_sha256":"ccb4c532f8b96210c5ddfa88fc98cbb3f84a3b4d85a5f9f8f6561672e0832d4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10030,"eligible_count":122,"excluded_count":18,"feature_sha256":"dd4e930f06581a8e88f6d9bf154a5d28c0e5e4bcdc72ad6a4c5f9107990906f7","formula_version":"titan-u-contract-v1","latency_ms":27.140292000012778,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1090","prompt_sha256":"25a07e3c57e177a8d856934a387a3c9113fda6b3e7322bae2746e6dd00beb1fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0870845327066336},"components":{"alpha":1.0,"bonus":1.0870845327066336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0870845327066336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6788,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0aecefe1f57695f62ea250f0a94b5fb28afc67441ab81a7e0b134b319c1862a","formula_version":"titan-u-contract-v1","latency_ms":28.290625000011005,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0537511993733002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5140","prompt_sha256":"63fed15995e3d3eb051da47288210e6542efa9120ae9fbba430e42bf3fd85200","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716833866632434},"components":{"alpha":1.0,"bonus":1.0716833866632434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716833866632434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5742,"eligible_count":122,"excluded_count":18,"feature_sha256":"30c7298aa75e1e8cf44f8501fe7ee861df638a893b5e11f149f8fbcaebe46e2b","formula_version":"titan-u-contract-v1","latency_ms":23.337666999992734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03835005332991,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8973","prompt_sha256":"5a91bda30369f97940c452e49b6a0b494576a83987929a70b64a3228474a6bba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8839,"eligible_count":122,"excluded_count":18,"feature_sha256":"6739cc5f06831787e3aacdd1d24e1558a8cdd173ed5c86577e86d679b61907bb","formula_version":"titan-u-contract-v1","latency_ms":26.83104199999775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9252","prompt_sha256":"c14675a4da1eec5e1b2e62a6e0bcabc8035c61eedc77b5b7b1be9ceecf806c01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14518,"eligible_count":122,"excluded_count":18,"feature_sha256":"829c06615d8dca9d86cdda5b3fc69ec991f80c80b0e7ed9f1582269d0e9dbbb4","formula_version":"titan-u-contract-v1","latency_ms":24.248833999990893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4398","prompt_sha256":"39005feffbbd7a326b3bcbd9182a7d2aa4ff57505ba23347c19a6697a7ae50d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8423,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fe54ec2d2250d53f9cf63307cc7b85e2931629d42f2a404271dca92ac8b03a3","formula_version":"titan-u-contract-v1","latency_ms":24.371833999992987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4129","prompt_sha256":"c7a7a8d171f0acdf03168f0cbc568511e0b8e3cc95df99b21b35697aab7e8c35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8639,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed98590abf196d591466af06a3efa766566e07a1bac4ddd0b1d2e345807701d7","formula_version":"titan-u-contract-v1","latency_ms":24.17758400000025,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5198","prompt_sha256":"c0b788a16ef92af1d414034783914ad469f0b4f6cd3d18eb1a4fb3fb48036cec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509178},"components":{"alpha":1.0,"bonus":1.1748670137509178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14511,"eligible_count":122,"excluded_count":18,"feature_sha256":"c66b282dd9e1d7c1dd5a3d09d1562a3ad0814fa981fd77d99524acf7ff8b6202","formula_version":"titan-u-contract-v1","latency_ms":24.102209000005814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4047","prompt_sha256":"205d632c676a5abc4be90ad6c2cfaf23dc7c251c1e27afa3ed57176284eb5e60","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9968,"eligible_count":122,"excluded_count":18,"feature_sha256":"181d0331e4dd99f65c494e3f2477a176b99b5b55a5641872096ad619f31bd641","formula_version":"titan-u-contract-v1","latency_ms":24.842957999993587,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7301","prompt_sha256":"521a032cba91cc958304f9b59de71bc5071e5940b664bbc9477803dd09f24509","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075289510434283},"components":{"alpha":1.0,"bonus":1.075289510434283,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075289510434283,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6038,"eligible_count":122,"excluded_count":18,"feature_sha256":"f61e010d57eb0181c657bf987a81825d1ba366b07549dd0ab48e1c5dfe6b1807","formula_version":"titan-u-contract-v1","latency_ms":24.648416000019324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419561771009496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8511","prompt_sha256":"d79c2979b362a77b6382416955a10efdf6b5cc847cb7baf9eca84b52ca149821","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072678339630525},"components":{"alpha":1.0,"bonus":1.072678339630525,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072678339630525,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5841,"eligible_count":122,"excluded_count":18,"feature_sha256":"111f82a58023103489aca755e2ba93d482f269c02337cf3c1c5c67282a7a4ebb","formula_version":"titan-u-contract-v1","latency_ms":23.821542000007412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0393450062971916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_135","prompt_sha256":"2f0aa10845b40c7a070b9018ea2ba779327538e63b33012201f2105c8c28221b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0771980471633338},"components":{"alpha":1.0,"bonus":1.0771980471633338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0771980471633338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6190,"eligible_count":122,"excluded_count":18,"feature_sha256":"506c70683eb74edb610a962137c798589a5fea9c89df7fa99669a2be084eb8e5","formula_version":"titan-u-contract-v1","latency_ms":24.387125000004062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438647138300003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6622","prompt_sha256":"426e9ebd17e1ae99e18711af68a8ce0559f3c003d76e81a0d424d22bec7f2098","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0905149156476495},"components":{"alpha":1.0,"bonus":1.0905149156476495,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0905149156476495,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6965,"eligible_count":122,"excluded_count":18,"feature_sha256":"da67a9e1b7bbff1fe882e99fee7f9a622aa1d8740c4a6520cc22bd7c550e5c65","formula_version":"titan-u-contract-v1","latency_ms":25.17533299999286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.057181582314316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9294","prompt_sha256":"db6f4fb76d4af469d952ac01bb3a55ec05f9fc174b681efef46126161c807512","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8833,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea4d4997c6f0dc9741e1b5dda4d14c60d5d480f32b70bb17ddd3682b01931b1c","formula_version":"titan-u-contract-v1","latency_ms":30.25754199998687,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9735","prompt_sha256":"d957480010ad410990e4cc22c7e3b307e69da4ee00d0638b738c2f995eaa10d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8625,"eligible_count":122,"excluded_count":18,"feature_sha256":"9024e152c9dd6913024d2b31258134c539b5cf3391b4425637d9e6f12ed46923","formula_version":"titan-u-contract-v1","latency_ms":29.63091699999154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6466","prompt_sha256":"ba0d2906790870f574ba578980300edf862559ef1eab89651f8290a64b5c0f5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0802930158063597},"components":{"alpha":1.0,"bonus":1.0802930158063597,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0802930158063597,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6391,"eligible_count":122,"excluded_count":18,"feature_sha256":"f932af8cb597c2ee2b4acf4ce81a7ac110b1ff0242a714fac82385f56a550e3e","formula_version":"titan-u-contract-v1","latency_ms":27.797082999995837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0469596824730263,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2970","prompt_sha256":"e5f0edcd881232e55ce5af98ced95815c913f65a1676b19e527907d1d5d7d920","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8399,"eligible_count":122,"excluded_count":18,"feature_sha256":"751fd39bbaa10e9cd9daf5a37eb7dc4c442c76ca5b4cc45ecd1b8aeefab80ab3","formula_version":"titan-u-contract-v1","latency_ms":30.144208000024264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5227","prompt_sha256":"3ab57910404aa40715d8ce35990b3efd4166dfe1ebd70f7f83e2d1dcf2e82ddf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509178},"components":{"alpha":1.0,"bonus":1.1748670137509178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8814,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bfc265bdea3e2db7f40f85fd304f247f2d38237f83134da625f9c8585e2d2d4","formula_version":"titan-u-contract-v1","latency_ms":26.94137500000693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3707","prompt_sha256":"82a87303bb34102b910992fc71e6403f8e5ad801b2b0b12578f02af5214ffdd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9378,"eligible_count":122,"excluded_count":18,"feature_sha256":"412b0e48be52c2f604eb1bc294bf0c57bcfb2e74c7b544d3ef5d16e4965437bb","formula_version":"titan-u-contract-v1","latency_ms":28.664416999987452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9169","prompt_sha256":"a294983f6e77fb8e66c35cdfa3bb663f4a5449791e0c180101e0fc5993aa78d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0873804675687346},"components":{"alpha":1.0,"bonus":1.0873804675687346,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0873804675687346,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6800,"eligible_count":122,"excluded_count":18,"feature_sha256":"49ecc0ee44bd4cb5f4ca9949024ccbe7f24d91d0c422d919ec7b145674110406","formula_version":"titan-u-contract-v1","latency_ms":27.197499999999764,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0540471342354012,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9445","prompt_sha256":"192e34e7d3b5b6c2bee8492315bcd2858a703126763fb33153d20302e126fe10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1140007293534415},"components":{"alpha":1.0,"bonus":1.1140007293534415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1140007293534415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7993,"eligible_count":122,"excluded_count":18,"feature_sha256":"63f73770e1559d6a6792f5976c945b0fe8e0547b0ca3474a9322574f0940c773","formula_version":"titan-u-contract-v1","latency_ms":30.58799999999451,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.080667396020108,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7742","prompt_sha256":"0426df7d231f07a426f8316f9cda16d2c9658789bf8a89caaa8f39ab16fe1a10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759330979433614},"components":{"alpha":1.0,"bonus":1.0759330979433614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759330979433614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6084,"eligible_count":122,"excluded_count":18,"feature_sha256":"7163c17118cd575a0ec8c370ede7231484673ad37ca8b706b55f8d4dd762f7bc","formula_version":"titan-u-contract-v1","latency_ms":25.45341699999426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042599764610028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10330","prompt_sha256":"bfdf9e1456115a464e322077ccc0032caa4682b5eb9b09c4d7929cfdf583b9b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9418,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f63f6f772f59b107fc662d2e7ba629de9ed4eb3d743405cb78bfab42e8069b6","formula_version":"titan-u-contract-v1","latency_ms":25.176124999973126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9895","prompt_sha256":"eaa4c8ab0545eb95d1e4cd44b0c7013d15c0605c28568ff2907c0ee644496c6c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1182234829462754},"components":{"alpha":1.0,"bonus":1.1182234829462754,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1182234829462754,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8146,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a856665945eb708b5aa37a915283439c5e193328fa516eb4fe663ca840bad48","formula_version":"titan-u-contract-v1","latency_ms":31.20358300000703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.084890149612942,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2304","prompt_sha256":"6a26098cd8dcf6491ea869b90eb6b87fd4fb67761ada7cd63fa9e103493698c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8603,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c824dea6490fbe5e907ef3984c8ff39b12b6a47beffbf066bc4450878e85e12","formula_version":"titan-u-contract-v1","latency_ms":41.32845799998108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_952","prompt_sha256":"9509c5022b966cef4ddc284df36fd607aec970b5ee481eb42b1c267e0e82e82a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9752,"eligible_count":122,"excluded_count":18,"feature_sha256":"60f2ed8369d734c73bfaf82f4521af75653a35743b0ee99450daafd1d17d6d84","formula_version":"titan-u-contract-v1","latency_ms":33.039999999999736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3963","prompt_sha256":"b8c9ef74c859f69f2dcd4ac8a8983dd7889ed8668dda6b200699e8285deb999e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8307,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbf93bdb835388c96ca0f8b549245fbabab671e1e512179a4cb7a284396d4385","formula_version":"titan-u-contract-v1","latency_ms":37.11762500000759,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8263","prompt_sha256":"b34862e82ac5e99543c8d6842c76571eed7e68292dc79f20bf6287958ce92d3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9376,"eligible_count":122,"excluded_count":18,"feature_sha256":"2503005c5d1864a85e2909ad6d2f271d302f3c6563b7ea8326b37f8c306a08b4","formula_version":"titan-u-contract-v1","latency_ms":27.552624999998443,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5638","prompt_sha256":"51eeba1660997d821b95273ec6b71326cd4cf0ae896dc18a37cfaaac6cc048f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1657597073636143},"components":{"alpha":1.0,"bonus":1.1657597073636143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1657597073636143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7881,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab23420cf3b5e61a1ad5c638d05d7264a5d2915f4659121d0709ea7bf42702e6","formula_version":"titan-u-contract-v1","latency_ms":24.947749999995494,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.132426374030281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3279","prompt_sha256":"8d422df0341c17b7026a62c5db02de213309d01548796ba73dbc36f25b159f33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8489,"eligible_count":122,"excluded_count":18,"feature_sha256":"c23fe4fef24e8b8aa08d2d0708948989b5e6ac1aa647ed2a3db671bbe1a0785b","formula_version":"titan-u-contract-v1","latency_ms":25.17050000000154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_761","prompt_sha256":"3ba1ed9c60249f62b6af8aef07e631501314d30357ca69a29c885caf833e43c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8752,"eligible_count":122,"excluded_count":18,"feature_sha256":"051696feb18988812cfca747ea75b0b9d590d13685b72d9e2ca87fe87fb7f9b6","formula_version":"titan-u-contract-v1","latency_ms":24.832250000002887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7771","prompt_sha256":"c2fa6cdccf3bc3b7c3938649727dd18e10ad42ae54120bd02af1517dc4438e25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0741143190147393},"components":{"alpha":1.0,"bonus":1.0741143190147393,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0741143190147393,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5950,"eligible_count":122,"excluded_count":18,"feature_sha256":"b39169eac5b708ddadfbd79071206fb5769cc76837269760db70ad68b7569731","formula_version":"titan-u-contract-v1","latency_ms":24.082250000020622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0407809856814059,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4700","prompt_sha256":"48c2877a5094364ed9a51a3d342d49341f78db1d407e72b02418b6d9c952fabb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9560,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f11980dc6b7b6884d2cce33be7affd166c2bc78e2c25ba63cf78c2e4ea14e88","formula_version":"titan-u-contract-v1","latency_ms":23.911333999990347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4486","prompt_sha256":"694f115847e23da05caec38e7916d9cc4458059300c0c9bed033aeec2e7f92e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0878089539585984},"components":{"alpha":1.0,"bonus":1.0878089539585984,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0878089539585984,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6829,"eligible_count":122,"excluded_count":18,"feature_sha256":"a36da577c21cffaac0a8b625fcedab6da67dfc3585a791d58038fd275346eada","formula_version":"titan-u-contract-v1","latency_ms":24.105584000011504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.054475620625265,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3827","prompt_sha256":"4d8ff551ecfe14c30037dfa158ffaf9d120bcd2777631f7948318b4ad0e9d079","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0711469065037251},"components":{"alpha":1.0,"bonus":1.0711469065037251,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0711469065037251,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5698,"eligible_count":122,"excluded_count":18,"feature_sha256":"22c8b4d7f1ddd2245504b593e61a49f30b6d1348a43ec00a362d76d334df5d84","formula_version":"titan-u-contract-v1","latency_ms":24.581333000014638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0378135731703917,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4623","prompt_sha256":"4f87cae1f09c20d508d541dea89a48098b54f8f4f3363b82779747b11aa092dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1059805604078219},"components":{"alpha":1.0,"bonus":1.1059805604078219,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1059805604078219,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7786,"eligible_count":122,"excluded_count":18,"feature_sha256":"68c63e846e8e1c5816d11c3703d8d08c3cb35a6d0e0fb16e50fd54886e57bac2","formula_version":"titan-u-contract-v1","latency_ms":25.43925000000513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0726472270744885,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8616","prompt_sha256":"3b9a95ac4cb708c206f51d3df90667128e2dc383f65419c5d65effc72956c1f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1020975207813961},"components":{"alpha":1.0,"bonus":1.1020975207813961,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1020975207813961,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7510,"eligible_count":122,"excluded_count":18,"feature_sha256":"d35a259a801a9d4701f5154b8aa990cd90a15e3d27073c58a02b8d6e3c7a2202","formula_version":"titan-u-contract-v1","latency_ms":25.94654099999616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0687641874480627,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5331","prompt_sha256":"999b02cc8be8c01701afcc4bbe2c8990d4bb9a4434a6a4bdc44a1e77ea38b5d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.088562788870031},"components":{"alpha":1.0,"bonus":1.088562788870031,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.088562788870031,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6872,"eligible_count":122,"excluded_count":18,"feature_sha256":"88d873347ff1a23d874907d99349c5c954833a97436c198c1987582d64028358","formula_version":"titan-u-contract-v1","latency_ms":25.401707999975542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0552294555366977,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_932","prompt_sha256":"58cf05ccbdbf635bbbe1a936425a88a1adad17d1694ace7d171b4ae4c01ff886","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8981,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d616231b5bef1d3290104c1a7dbdc632e1e4cc573897e499595141de5ed34f7","formula_version":"titan-u-contract-v1","latency_ms":26.286875000010923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4226","prompt_sha256":"df63ae2cd0a6aaefc56d41f22164cc325e04e7ac725c546c560fe33dfac0b523","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0935214939874296},"components":{"alpha":1.0,"bonus":1.0935214939874296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0935214939874296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7112,"eligible_count":122,"excluded_count":18,"feature_sha256":"36de8096de6eac4abf5a19bfee5883a12017c5afd6f1cd21ca191cc6b1a74a65","formula_version":"titan-u-contract-v1","latency_ms":25.567916999989393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0601881606540962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7160","prompt_sha256":"355519a1d077f8551f580504a6e9036e15bb4228dc167e89d3887117ad2ffb06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785661235234953},"components":{"alpha":1.0,"bonus":1.0785661235234953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785661235234953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6271,"eligible_count":122,"excluded_count":18,"feature_sha256":"5dc06b4593673f946e78e846089adf241d47043c9cd6cca43f51a22ea079a2f8","formula_version":"titan-u-contract-v1","latency_ms":26.759709000003795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045232790190162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_424","prompt_sha256":"95420daf5ebcd0b352a9d3cb830079693da389807ee7e5a5406d0438964349bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8852,"eligible_count":122,"excluded_count":18,"feature_sha256":"4232959ff48dacb5a7dd278d015be5a79259a43bc30867ab77989f49dda5c769","formula_version":"titan-u-contract-v1","latency_ms":25.878957999992735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3798","prompt_sha256":"ebb24a6b52d2e9b37411fd0158866d87e9dd36c24675ff78c27a0529b61311dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14514,"eligible_count":122,"excluded_count":18,"feature_sha256":"35f2fa73c53223ff0005d1388d843c1ee102f9b9cdbaa666968ecd7493b232b8","formula_version":"titan-u-contract-v1","latency_ms":24.913042000008545,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2088","prompt_sha256":"2dceb5f023a92a793285351ed42a75755809d127c0da201496f7d16ec281d438","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148282},"components":{"alpha":1.0,"bonus":1.1204072920148282,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148282,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9058,"eligible_count":122,"excluded_count":18,"feature_sha256":"6dcf000415580d77612e35b7d4c5a7ba134f1ff3337e73f0fc46eec23db7ebd6","formula_version":"titan-u-contract-v1","latency_ms":27.75566700000809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814948,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5872","prompt_sha256":"42feb7857e3838e02ab18ff625ef1914e87b4f1854ab661630c96e22881f1675","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1099862083884187},"components":{"alpha":1.0,"bonus":1.1099862083884187,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1099862083884187,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7844,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9b4c27bda6454cb2a504b755a84170123587c26bd8df0e621d670043ddf2f60","formula_version":"titan-u-contract-v1","latency_ms":25.199207999975215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0766528750550852,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8316","prompt_sha256":"3f2fdae7fedb9f0c0179a07b7abc43341a58ee75e6b0c41a310ed334c81e0a56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1145299457618894},"components":{"alpha":1.0,"bonus":1.1145299457618894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1145299457618894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8007,"eligible_count":122,"excluded_count":18,"feature_sha256":"640aa2f35d66fc4ba56ae56a09a88566f51b5616b48a0cdb89c9352fa0dd25fe","formula_version":"titan-u-contract-v1","latency_ms":25.02475000000004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.081196612428556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5816","prompt_sha256":"c2ca74dd2f5d0ea70edecf6a9fea3a29dfe494fb4da53cad9c05143bd1560cf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10023,"eligible_count":122,"excluded_count":18,"feature_sha256":"def5818deaaa9e0d72eed6d6bb6a2f6e9bc113dd2fec2a97a320a1e626c9b898","formula_version":"titan-u-contract-v1","latency_ms":25.684041999994633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5849","prompt_sha256":"380059e0ab7a1cf8a7e3e2adff8754c7579fa5b13040da233f393326b7ad79d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8838,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea4d4997c6f0dc9741e1b5dda4d14c60d5d480f32b70bb17ddd3682b01931b1c","formula_version":"titan-u-contract-v1","latency_ms":24.73670899999547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9728","prompt_sha256":"dc45e013283f65eed7a3b72971cbb6a1310bbd1f9086e2041325c4d119d18c5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8903,"eligible_count":122,"excluded_count":18,"feature_sha256":"88f1d31c0aaf84b9edce7feb7c5f478a7f7e923d3c804d662c3ca62edcda8a12","formula_version":"titan-u-contract-v1","latency_ms":26.539666999980227,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7945","prompt_sha256":"9a0209c7a8d9a421e10d4682da9687f354edd1e581372993c474720af30efaf9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1279465890779135},"components":{"alpha":1.0,"bonus":1.1279465890779135,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1279465890779135,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5697,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ce3c0aeb231328f92834fa7494f92556fc6d251a22813ed8bc0e3f9c2dc8a16","formula_version":"titan-u-contract-v1","latency_ms":25.617000000011103,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.09461325574458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1851","prompt_sha256":"01d54c0bfd2b8c892608f9c7fed64bd5f28eed1738258894455c680697ac8d91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0738639382214583},"components":{"alpha":1.0,"bonus":1.0738639382214583,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0738639382214583,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5926,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5428847408b2fb0f01e0f9aba5a0b13ec0bd661933f6a9a55bf025d64251553","formula_version":"titan-u-contract-v1","latency_ms":26.727708999999322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0405306048881249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9028","prompt_sha256":"165eb5f68e2da90015389780a55fe63cb668e5ea01b65850579d539a394f151c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8423,"eligible_count":122,"excluded_count":18,"feature_sha256":"e69c1c7da76928745aaa9ef47879f23f308eafb1915e28a2f360f6b3a72fc667","formula_version":"titan-u-contract-v1","latency_ms":26.705790999983492,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2389","prompt_sha256":"78b8d851f03e23e8aa29519e7afddb2634afdd12841de0ef9567c1bec9b67c78","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8449,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0396ddb72d2e9081cc2aeb67c40088fea6e093c6c4ac1ba1460b7afd52db30b","formula_version":"titan-u-contract-v1","latency_ms":26.376749999997173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6480","prompt_sha256":"70e31872efb0a3a10e96dd846aa054e3f475d99cce3dbcad8d86e449bb7b5d5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8546,"eligible_count":122,"excluded_count":18,"feature_sha256":"657a9d799686e7b489eb860d96a3a576356e9ed34290454f7686367fe3efb61b","formula_version":"titan-u-contract-v1","latency_ms":25.101459000012483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7015","prompt_sha256":"1cc187188ec24d6b6c0ed4a1347a863360df5d2d022d08af545f8857250febf0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077947155621508},"components":{"alpha":1.0,"bonus":1.077947155621508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077947155621508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6240,"eligible_count":122,"excluded_count":18,"feature_sha256":"570f9fd49bb3cca3851d8067c95a57f20d6bc11eccf847b1131fe564ac13f062","formula_version":"titan-u-contract-v1","latency_ms":28.294374999973115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0446138222881745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6355","prompt_sha256":"534d208ff3fcfb4e69005c9448731e8b78c17180d663ac0276869f6257f225dc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509194},"components":{"alpha":1.0,"bonus":1.1748670137509194,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509194,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10587,"eligible_count":122,"excluded_count":18,"feature_sha256":"66e72135f426d123818f1e9f7f359280e705fb8c5416a88f4669781eec698ba1","formula_version":"titan-u-contract-v1","latency_ms":29.139749999984588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.141533680417586,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8458","prompt_sha256":"a7f744ce3595e5a9b9c2adadfe0ed527c3bb6f1b9849cd58e5573c0706948d7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10021,"eligible_count":122,"excluded_count":18,"feature_sha256":"def5818deaaa9e0d72eed6d6bb6a2f6e9bc113dd2fec2a97a320a1e626c9b898","formula_version":"titan-u-contract-v1","latency_ms":26.471166999982643,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5852","prompt_sha256":"a9b3f3832e250cb80dfec9b098d46e6145b9e5491165c39ca9d70e3c39de6ec7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073444838038965},"components":{"alpha":1.0,"bonus":1.073444838038965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073444838038965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5895,"eligible_count":122,"excluded_count":18,"feature_sha256":"a46641c18b44e7ed3e526d52221c0c0e5300651dfabc84aab53f99af6dea18ef","formula_version":"titan-u-contract-v1","latency_ms":37.37820800000691,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0401115047056315,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6792","prompt_sha256":"154710deb7c27c3dcbd2bebe37067710255afa6ec16f751602af23ef76867f94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9457,"eligible_count":122,"excluded_count":18,"feature_sha256":"665c34421c7285bfcce6376d51198a842d31eef4f62df851436694f43525eb58","formula_version":"titan-u-contract-v1","latency_ms":57.940416999997524,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1795","prompt_sha256":"fc4e978b501d8983f89cbd374563e34ea7c253c24bc8a34dd257c6fa0982d57a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715946207638407},"components":{"alpha":1.0,"bonus":1.0715946207638407,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715946207638407,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5734,"eligible_count":122,"excluded_count":18,"feature_sha256":"184acf8e4a0cc7cbf732e6542252710e5fd3be8f70e0c09bd5557acdc1ef6144","formula_version":"titan-u-contract-v1","latency_ms":23.60604100002206,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382612874305073,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8964","prompt_sha256":"276c45edd605f67cc5e8be62d09e4cb2b052da53e528d61cb8bc3069ddb5d9c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0979028303998493},"components":{"alpha":1.0,"bonus":1.0979028303998493,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0979028303998493,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7345,"eligible_count":122,"excluded_count":18,"feature_sha256":"0886bfd6c9b196f04dd3824290a447b68414bd6b6aff75de2ca87fb2b063a7d7","formula_version":"titan-u-contract-v1","latency_ms":24.84900000001744,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0645694970665158,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_532","prompt_sha256":"2e57d9522d0726ff64ca743c7429ebfa1241ad992faa226f59d3f87cd10e05ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080120974850734},"components":{"alpha":1.0,"bonus":1.080120974850734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080120974850734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6380,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c8aeb4c54bf199eb12d0a5f4e6310b89157fe44cad3206e7af21e49878eeecc","formula_version":"titan-u-contract-v1","latency_ms":23.81158400001482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0467876415174007,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2955","prompt_sha256":"f4c64540cbd85ab3f69f86f8b14cac7144b03fdf1f38c4b5e0f5ccd6ee556071","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1025177471644163},"components":{"alpha":1.0,"bonus":1.1025177471644163,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1025177471644163,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7527,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d55e1537d47923ab9f483fd607703d6f5b7e96aff551e8a2e65ae0189f798da","formula_version":"titan-u-contract-v1","latency_ms":23.611957999975175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0691844138310829,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6194","prompt_sha256":"9702fc9400bc84e41bb776c018f603cdece79396961583f8628602a02e140e97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14532,"eligible_count":122,"excluded_count":18,"feature_sha256":"771b508d944ededbd87a1eee369a5df0e6ba713c007842270a369619b9a7bc32","formula_version":"titan-u-contract-v1","latency_ms":26.111208000003217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_542","prompt_sha256":"39995565e6775b88571921b478dbcacb5f8a8ff55ab6b8db26b19ac9b8fe76ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0986789830576082},"components":{"alpha":1.0,"bonus":1.0986789830576082,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0986789830576082,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7356,"eligible_count":122,"excluded_count":18,"feature_sha256":"b85c2b15a2e68aca5ccd67d82e39507ceaa9dfbba4dde794a0adf0fecbc70866","formula_version":"titan-u-contract-v1","latency_ms":24.874250000010534,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0653456497242748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7553","prompt_sha256":"1d74c4a17506344f087ef4985480272f95731117bbbfde0ec33d46f6f2673772","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9421,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a99d1bff4ef969142303e74e27974031f85fde1e92926afb9f6b225e6d016d4","formula_version":"titan-u-contract-v1","latency_ms":24.815958000004912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5117","prompt_sha256":"7a3ce6e229dcb2157d5129f9afa22714d3d6e5d65e1f81c4d5f5817516dbceff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0909691827968835},"components":{"alpha":1.0,"bonus":1.0909691827968835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0909691827968835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6992,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb1e54a5f6b2d34a32742dbca4478fc4551b85719f96cb15d363f5833be1b4ae","formula_version":"titan-u-contract-v1","latency_ms":24.729458999985354,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.05763584946355,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4110","prompt_sha256":"e096367fa8e378d3c445e17ffdb58026df255239fccef31418136d66a51ffe2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1297796003258778},"components":{"alpha":1.0,"bonus":1.1297796003258778,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1297796003258778,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5875,"eligible_count":122,"excluded_count":18,"feature_sha256":"7931bea41ed93e9de9186eeb94f3989d1c21844cf137a6f9ef1de242ea5aa391","formula_version":"titan-u-contract-v1","latency_ms":24.025584000014533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0964462669925443,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8674","prompt_sha256":"2a8636264431db8d96328b217f15413134c38174cbadde2ebe01c1b136ce75a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1053253232928755},"components":{"alpha":1.0,"bonus":1.1053253232928755,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1053253232928755,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7648,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e9801ccbdee84b9616a2d5bd2e851d58889db804bc2057828ab108c50787db1","formula_version":"titan-u-contract-v1","latency_ms":23.763999999999896,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.071991989959542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10460","prompt_sha256":"9a3b4fca22040f97c64dd7f4723676933a562bcf6e25266ad4280db19287044d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0929655186692762},"components":{"alpha":1.0,"bonus":1.0929655186692762,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0929655186692762,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7091,"eligible_count":122,"excluded_count":18,"feature_sha256":"e16338f9c902feb16d143ceaa3cbdf3dd1a04566c56546ea2281d8ac97989818","formula_version":"titan-u-contract-v1","latency_ms":24.687833000001547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0596321853359427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4372","prompt_sha256":"ae2e780a31fc742f5f329aefc86e1929e1ed55acea1bdf8d1c5d34245e0c1a01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8435,"eligible_count":122,"excluded_count":18,"feature_sha256":"4fe54ec2d2250d53f9cf63307cc7b85e2931629d42f2a404271dca92ac8b03a3","formula_version":"titan-u-contract-v1","latency_ms":31.24783399999842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4149","prompt_sha256":"a1b9fecb7c5c2d4b0d37881dc1bfb3f9066e547bf14b677d3902956f88916987","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0932531871666327},"components":{"alpha":1.0,"bonus":1.0932531871666327,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0932531871666327,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7139,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f2f629f3a666553395265ab405fe25da21a67a18c50197fdece5444c1eb27fc","formula_version":"titan-u-contract-v1","latency_ms":25.94274999998447,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0599198538332992,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_408","prompt_sha256":"553f13244d73a7b6a0f3cffc2d964275485900e8f94f4d284893870fe024cd56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0814238335696602},"components":{"alpha":1.0,"bonus":1.0814238335696602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0814238335696602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6457,"eligible_count":122,"excluded_count":18,"feature_sha256":"9f1e7186e895808cc6283359a25a858cd03759c7fedbea7d853b6faf2c6d43e3","formula_version":"titan-u-contract-v1","latency_ms":25.83562499998493,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0480905002363268,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5735","prompt_sha256":"975f761dfdd6e7cd1f3077723794338dcccf0db9bcf4a90f8ca16042b0952865","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9147,"eligible_count":122,"excluded_count":18,"feature_sha256":"79f9396bec4e25a764f2c3acaa4c6dcb43d0f3a09e2deb596c9c27263087198d","formula_version":"titan-u-contract-v1","latency_ms":24.382457999990947,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10403","prompt_sha256":"5771ac6d56297266ede5ab2deddc0f848531bf4546484d844ff5f594cf9bc71d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0927404233451323},"components":{"alpha":1.0,"bonus":1.0927404233451323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0927404233451323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7078,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2a87eb28da728ef6245ab6ffdbe7a31bda74707907509abb2e77dc2be043a2d","formula_version":"titan-u-contract-v1","latency_ms":24.946666999994704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.059407090011799,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_106","prompt_sha256":"edd90a414a5ebe2d0d2fdbf472100a6f79d1485a28f7b9d683d89fd776e17f6e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1104700018460654},"components":{"alpha":1.0,"bonus":1.1104700018460654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1104700018460654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7856,"eligible_count":122,"excluded_count":18,"feature_sha256":"45eb3f1d7452701a649dce7324f839ff3cc5192fd851c248ca3175fc1a546aff","formula_version":"titan-u-contract-v1","latency_ms":25.49970799998391,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.077136668512732,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5065","prompt_sha256":"6a9902e3cc2b83a4daa4108c182ed4792fb1478eaf55a9749dfafc4896b46f3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.11694294001529},"components":{"alpha":1.0,"bonus":1.11694294001529,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.11694294001529,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8092,"eligible_count":122,"excluded_count":18,"feature_sha256":"4041de7f6e1053db3b76f2d628b20ea13c477635f3bb0417aa01c5af1917bb7a","formula_version":"titan-u-contract-v1","latency_ms":48.10687500000199,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0836096066819565,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6508","prompt_sha256":"162744ccc026d63dcccd4195c6413db8017c841e1c895f60678fdf64b9fc60b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9040,"eligible_count":122,"excluded_count":18,"feature_sha256":"40edef27571f20053b9e1271a531001382f85d7fde1cf8911f970232d2009a38","formula_version":"titan-u-contract-v1","latency_ms":41.99875000000475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9626","prompt_sha256":"566e3948adb92168b81677d8f1cee564e7bb940064a391527bf89e28f361f399","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763022962033018},"components":{"alpha":1.0,"bonus":1.0763022962033018,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763022962033018,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6117,"eligible_count":122,"excluded_count":18,"feature_sha256":"abc13b0321be1250a071fda9be1bde8ac916bb4035899c085cba7af0f077aa49","formula_version":"titan-u-contract-v1","latency_ms":37.810750000005555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429689628699683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5688","prompt_sha256":"309edfeb214bb7a23d43c4f995e94614e2960ee2c48bde4eee6a928dc7788e85","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8589,"eligible_count":122,"excluded_count":18,"feature_sha256":"0495828228637c935d050e8ff5630f2e2927923e9e04b9cc5da588bc91c09bf6","formula_version":"titan-u-contract-v1","latency_ms":45.33275000000003,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8997","prompt_sha256":"b551ef08acbb3b59849b749bfe3c17ab7ee74e514f7c466e5c5cc41935e60f01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9073,"eligible_count":122,"excluded_count":18,"feature_sha256":"c26cbe8cdfca7fdef4aff0426e72566769bca9f95515d83194fc5881209dcb57","formula_version":"titan-u-contract-v1","latency_ms":28.690167000007705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9585","prompt_sha256":"d7c0ac386f1aae607a79822a4546d6899e7950f60456592f1014b3d2afb2c8d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9008,"eligible_count":122,"excluded_count":18,"feature_sha256":"67fe9b83892b3f64a3e9892a8b4efab4946ae8bc4531271374745246ff527722","formula_version":"titan-u-contract-v1","latency_ms":27.977625000005446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8689","prompt_sha256":"2b1c67a6b3dd30fcdab05c30fd8654ea56a8a8bd4c2c8ee781fe5b5966d2ac17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14512,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb64fa454c1e538ffcefea0d4faa05c0aa20d47848bc7c1705651cecc7e67d9c","formula_version":"titan-u-contract-v1","latency_ms":32.28966599999694,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1915","prompt_sha256":"6f99fec8512cd3f1c25ff8175c31685f0c8ce733938577e6c7c2728dc3605017","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8998,"eligible_count":122,"excluded_count":18,"feature_sha256":"79e2915bc60e75fae8856212a40452a817ae2733c7f456cb48ae6cabc407b2ad","formula_version":"titan-u-contract-v1","latency_ms":32.31024999999477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6858","prompt_sha256":"55b7d13d6868ce69155480924abcbb32d1971c30faa73a5d7c6c17bf7433921e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1114445695805077},"components":{"alpha":1.0,"bonus":1.1114445695805077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1114445695805077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7888,"eligible_count":122,"excluded_count":18,"feature_sha256":"efae0718bba550925677fd4a4673d63211bd94b9715f73a35da2989a5978d2ad","formula_version":"titan-u-contract-v1","latency_ms":26.477999999997337,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0781112362471743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9102","prompt_sha256":"a9ddd3549d851a728731bc32ead0c436f09bf82d531d4ae4e99999000aba40a6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8880,"eligible_count":122,"excluded_count":18,"feature_sha256":"4232959ff48dacb5a7dd278d015be5a79259a43bc30867ab77989f49dda5c769","formula_version":"titan-u-contract-v1","latency_ms":24.20000000000755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3780","prompt_sha256":"aa2a98081a2d61ce89ab7dde7a13920987b814f16fe91d2365a014aec86d6f5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.118745111721164},"components":{"alpha":1.0,"bonus":1.118745111721164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.118745111721164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8156,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2431d4eb38c3e2309c5340b26168e6225136dc845f3ebaf06d73b72a337a07a","formula_version":"titan-u-contract-v1","latency_ms":24.73504100001378,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0854117783878305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7649","prompt_sha256":"c762824e74c0867f17ca86315570923883bbe59f38c681746704cf8c41f4faa6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1025411556944258},"components":{"alpha":1.0,"bonus":1.1025411556944258,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1025411556944258,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7534,"eligible_count":122,"excluded_count":18,"feature_sha256":"be1bdb7ab3ff5534d33e0131164928412531f1bc9b4185714117ed51a5aaabb0","formula_version":"titan-u-contract-v1","latency_ms":24.262625000005755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0692078223610924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_14","prompt_sha256":"dc56091c96b10aae9d0625ae76cb5cf39e9020bd4f68ea299dbd0174c67c519c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0736164097630494},"components":{"alpha":1.0,"bonus":1.0736164097630494,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0736164097630494,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5907,"eligible_count":122,"excluded_count":18,"feature_sha256":"22109780715908eb25bb6785b5cdca597dc286253eae6f585209bcb1e0209621","formula_version":"titan-u-contract-v1","latency_ms":26.49954200001048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040283076429716,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9769","prompt_sha256":"3d9e2f3179e79aa4e6856b91146da94c1d973ecdbb5980e1bbf5fb36f4d31958","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0941032608088226},"components":{"alpha":1.0,"bonus":1.0941032608088226,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0941032608088226,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7144,"eligible_count":122,"excluded_count":18,"feature_sha256":"f34c42365b92836d4a253c03d3d29f355bbdd7b21d169b1ff97c5fc476aec6ee","formula_version":"titan-u-contract-v1","latency_ms":25.787374999993062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0607699274754891,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_92","prompt_sha256":"86c2f1a54093c9b9fd543f7d56abcd23056e8e93a49c60151b2d829aef279bfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8666,"eligible_count":122,"excluded_count":18,"feature_sha256":"9024e152c9dd6913024d2b31258134c539b5cf3391b4425637d9e6f12ed46923","formula_version":"titan-u-contract-v1","latency_ms":27.432332999978826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6447","prompt_sha256":"b03e1acef347fc1724f6e6b2d73a5089c9f8357a70984d75d609344c7c091984","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0936457128853476},"components":{"alpha":1.0,"bonus":1.0936457128853476,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0936457128853476,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7158,"eligible_count":122,"excluded_count":18,"feature_sha256":"6239690109a90201ec965c30c41fa136b17e819619041652b79f61b19691abc7","formula_version":"titan-u-contract-v1","latency_ms":27.660709000002726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0603123795520142,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_398","prompt_sha256":"a543253c8415a0d5775fd1bca861684e7bd855c8852b1207ccd702b577777923","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075329255536415},"components":{"alpha":1.0,"bonus":1.075329255536415,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075329255536415,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6040,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7dae9a670ab98a144b44a3c00e0753e1010b4455806ecdc8f1b700e57ab0511","formula_version":"titan-u-contract-v1","latency_ms":23.67333300000496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419959222030815,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5601","prompt_sha256":"994f2304099709eca9911fe7c0728e8ac751fad833a9d130eea762d70e00f588","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0773692242274697},"components":{"alpha":1.0,"bonus":1.0773692242274697,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0773692242274697,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6203,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b5771dbb53556b431ea07600b4b0a4269f1db96d89bb8bd35937babb12e1b3a","formula_version":"titan-u-contract-v1","latency_ms":24.406374999983882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0440358908941363,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3071","prompt_sha256":"1c6c4f1416904a8afb4d61315b49cf3cafb33032cd3478d78f8e7f535b6c9e37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8469,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0d4c4acf31d254ac68263977619d4cff415b6d36eaf792d102c555380ce803a","formula_version":"titan-u-contract-v1","latency_ms":24.313957999993363,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_388","prompt_sha256":"f94adabcb46747c4cfa82aa4574eac7bcd1740bc33d06173b43c7d0f844852f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9120,"eligible_count":122,"excluded_count":18,"feature_sha256":"47ee90c4b63332faa33f2d11637ca1e61a3dd64c6587548d05f1188aa9152397","formula_version":"titan-u-contract-v1","latency_ms":25.377208000008977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7803","prompt_sha256":"03a15d49ebf0a06468174a681aa9ba107b2d0a31cfec2ed63c6dcf893c0110b4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9064,"eligible_count":122,"excluded_count":18,"feature_sha256":"30e4663624cdb167e62819a09760ae835c5726ee2fccb77b9d2040677872deaa","formula_version":"titan-u-contract-v1","latency_ms":23.216290999982903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4982","prompt_sha256":"2a61f4413b785a646eae20bbc2dbee050a40f34532a9cbc435606f8aa95fe6ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1096565346989125},"components":{"alpha":1.0,"bonus":1.1096565346989125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1096565346989125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7816,"eligible_count":122,"excluded_count":18,"feature_sha256":"774d5eeddfbd94951f7cc60d7cae0092162a43b3c112846f1e9715e9f0b529c7","formula_version":"titan-u-contract-v1","latency_ms":26.846290999998246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.076323201365579,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5979","prompt_sha256":"5b19b9f72cc4504dce3df41ce96f4256b11d3267a3abf3b2fa8c0873a6a84930","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0827736410776263},"components":{"alpha":1.0,"bonus":1.0827736410776263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0827736410776263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6538,"eligible_count":122,"excluded_count":18,"feature_sha256":"6af9a9a6ba353330ceff47f9d7b88fc94c6261346382fd1a2e6acd381f571153","formula_version":"titan-u-contract-v1","latency_ms":24.90766599999006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0494403077442929,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1010","prompt_sha256":"649500cc8057a4d0b7aebe4924ab97e395586c03b54c99fdac96840d102b7707","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.093356246981056},"components":{"alpha":1.0,"bonus":1.093356246981056,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.093356246981056,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7144,"eligible_count":122,"excluded_count":18,"feature_sha256":"091b28afbe963c5aede83ba6d07cb4bb379fb422f318a529caeea02fadf861c3","formula_version":"titan-u-contract-v1","latency_ms":24.07483299998603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0600229136477226,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_416","prompt_sha256":"1cf7ff17bd36e268cd3d95efefd22d24026cde5a0be659408620711042081c36","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8960,"eligible_count":122,"excluded_count":18,"feature_sha256":"da3bcdff3623b26d80fe9a30106a1d8ac4a7620a9d74eb5438d0d06dcaa364d7","formula_version":"titan-u-contract-v1","latency_ms":26.647666000002346,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_621","prompt_sha256":"d8c292fb81d12a847fa887c650e2dd9967eef391f3cdc7f567cb5865d417b1f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8981,"eligible_count":122,"excluded_count":18,"feature_sha256":"729e1a1da1e6a1643c2b93e79caf3ff9c8d2254a2faa1159dac5a4b46b322de9","formula_version":"titan-u-contract-v1","latency_ms":26.628165999994735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_318","prompt_sha256":"02425f6840957b54d763d8f2e5720be1ebf51c0e62d74817fce5132ea1d6ca74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1190205678404663},"components":{"alpha":1.0,"bonus":1.1190205678404663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1190205678404663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8166,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e2c113a679d2545e8876f50fa22e2e9199f58253275a10fbbf97a26a8430e39","formula_version":"titan-u-contract-v1","latency_ms":25.714832999994996,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.085687234507133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7659","prompt_sha256":"a5dec7d715b8ce1682730f36ece298dab24e90f51ac2519f330ead191b354157","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.086680495822024},"components":{"alpha":1.0,"bonus":1.086680495822024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.086680495822024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6760,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e0d773ee60c1741b2678e87dfd47f448f9cc97240b83f0f221793db1f5438f6","formula_version":"titan-u-contract-v1","latency_ms":24.73166600000809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0533471624886905,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10358","prompt_sha256":"f0ad21c2db4c392d670a32ee5f12fa266366788375b3e1eed0179661f81f52cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0762060821469093},"components":{"alpha":1.0,"bonus":1.0762060821469093,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0762060821469093,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6121,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ba1f7a04edbe01636f6e04f80e752010acb0676a26927a24082d64a2886778a","formula_version":"titan-u-contract-v1","latency_ms":25.825207999986333,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0428727488135758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7382","prompt_sha256":"e5c4faaf0e33d49f1d276430ffdc00e3be27e8f2b5461506e85972c9f4044a79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9445,"eligible_count":122,"excluded_count":18,"feature_sha256":"665c34421c7285bfcce6376d51198a842d31eef4f62df851436694f43525eb58","formula_version":"titan-u-contract-v1","latency_ms":25.8955000000185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1786","prompt_sha256":"c8a0f12837352d6ca6480a99073b7fad135654fb98108244fc21c6443b845f44","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0954954679561664},"components":{"alpha":1.0,"bonus":1.0954954679561664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0954954679561664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7219,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f3be6e5cafa7f2a2470ad1a39334a646a3cf0c96a820f1259c080e8419a5850","formula_version":"titan-u-contract-v1","latency_ms":26.678415999981553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.062162134622833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4291","prompt_sha256":"85cf25c14fe36ee6ba2a3dd073feca3b41bc140014f81e625d9f61630fb30351","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0901619145796646},"components":{"alpha":1.0,"bonus":1.0901619145796646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0901619145796646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6945,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8d6cb8cc04eb20d75feeca293f219da1be14ea6500af20ba5de6de8f3999d92","formula_version":"titan-u-contract-v1","latency_ms":26.51850000000877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0568285812463312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7911","prompt_sha256":"f21985b7b839f92f7a36fb2474f1f39c3ac6ebdff244b2bc6ff2c9816bc906ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0973315502845984},"components":{"alpha":1.0,"bonus":1.0973315502845984,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0973315502845984,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7295,"eligible_count":122,"excluded_count":18,"feature_sha256":"bdc08b8ba6229c70ef0feb852b6d41578d849d2b6bbc8a56e812ec8124ec9186","formula_version":"titan-u-contract-v1","latency_ms":26.831832999988592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.063998216951265,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3055","prompt_sha256":"862f3c969f0d7ee90fd390362e044c92e98a62ac134180fe8f486df5d3f36903","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9594,"eligible_count":122,"excluded_count":18,"feature_sha256":"abd1669be79d8b4ebe10a3503bf41d6fe2c5660bca30c5fff5973b67cae3034f","formula_version":"titan-u-contract-v1","latency_ms":26.331416000004992,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10048","prompt_sha256":"5ac94d9d80df680d013768623b7a49822e4511df6a7356504fec0bac24662271","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9249,"eligible_count":122,"excluded_count":18,"feature_sha256":"e358bf8ad85d9bc4affd2091e5802b4cc8242250d5d2981b6b1c1a88b15805fd","formula_version":"titan-u-contract-v1","latency_ms":25.35924999997974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7078","prompt_sha256":"75fdad2483b927bb4e7d8bb8637acb1631d1b4698bf00ad6c701c4916b1e1d31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.110930479935625},"components":{"alpha":1.0,"bonus":1.110930479935625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.110930479935625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7881,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e0589c09e80c036589d25c0aa1d861e6b5ee667056c5816421210d5c4789b5b","formula_version":"titan-u-contract-v1","latency_ms":27.193583000013177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0775971466022916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8302","prompt_sha256":"a60632400c016a6edf81a2b5e74e85e20188cd9e37d4756cfd0e20d27945f5f6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1748670137509178},"components":{"alpha":1.0,"bonus":1.1748670137509178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1748670137509178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8805,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bfc265bdea3e2db7f40f85fd304f247f2d38237f83134da625f9c8585e2d2d4","formula_version":"titan-u-contract-v1","latency_ms":33.55212499999993,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3698","prompt_sha256":"54120cee674fc250f04afd3ee989786ba26d209ed9687fc68f22ccac45c7f313","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0900642505432878},"components":{"alpha":1.0,"bonus":1.0900642505432878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0900642505432878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6950,"eligible_count":122,"excluded_count":18,"feature_sha256":"566e9b1df66ae9bd1ecfb442522e9d60cea10d85a1db52e5774167ed30280df5","formula_version":"titan-u-contract-v1","latency_ms":32.02008399998135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0567309172099544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9553","prompt_sha256":"47667d8d76f8e55dfbb194845d48651f73dbde45f13fa408cb6f437af6e0bfa9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0916472966633959},"components":{"alpha":1.0,"bonus":1.0916472966633959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0916472966633959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7022,"eligible_count":122,"excluded_count":18,"feature_sha256":"e0fafbd9663ca1eecc1ddc43b49bab8d33bf9cf5d4727a09d9ea1ef6c880613c","formula_version":"titan-u-contract-v1","latency_ms":34.791709000018045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0583139633300624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9276","prompt_sha256":"852ad41547c95ccb53d5b6f14ccd21f4176fcf4d8fd1cf5688e37a702d7d2994","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8999,"eligible_count":122,"excluded_count":18,"feature_sha256":"57ef3de33a8a8e5cce1130cec41b3b2a7ee7c74904c4c6a6c2dad759fddd282f","formula_version":"titan-u-contract-v1","latency_ms":27.82695900000931,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3111","prompt_sha256":"ea95823859aee274a4c84737dcbc35e02af98b56030e1291dfbcdd2078e5dbdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077498274360567},"components":{"alpha":1.0,"bonus":1.077498274360567,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077498274360567,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6212,"eligible_count":122,"excluded_count":18,"feature_sha256":"621e00a8d897638de995527053584c01c0701067e9537dc67c85fed1ad2edfc2","formula_version":"titan-u-contract-v1","latency_ms":25.414500000010776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441649410272336,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3088","prompt_sha256":"8cd210d459d72b38d13dc2cc8ef7d4c23e4659021c4b8e74fc6048fd8d75b256","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0850270157926942},"components":{"alpha":1.0,"bonus":1.0850270157926942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0850270157926942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6674,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f6b857240086e2edc9ee2e22f7d27c6d2b84bbdb3a603ce6077f55a1bade324","formula_version":"titan-u-contract-v1","latency_ms":27.141124999985777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0516936824593608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7443","prompt_sha256":"9d4f4fbd1b457279eead76eb05af9ecd01e56bf97336269d2a3c7238ee2300df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0984119538281163},"components":{"alpha":1.0,"bonus":1.0984119538281163,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0984119538281163,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7342,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a0d0dab4039f5a92a57a2dbafee6c54f978063b6133d57ca4399f7193b983c9","formula_version":"titan-u-contract-v1","latency_ms":26.633374999988746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0650786204947829,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1433","prompt_sha256":"dda24192a1177fa325c0dd636a95570465b926db602a546f83b3fe0018052b99","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1041483709176045},"components":{"alpha":1.0,"bonus":1.1041483709176045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1041483709176045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7617,"eligible_count":122,"excluded_count":18,"feature_sha256":"640c648ae653547b7b10701075a6071b9aa7aa40e7cdf4d896e651e41cc66d35","formula_version":"titan-u-contract-v1","latency_ms":35.24691700002336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.070815037584271,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1768","prompt_sha256":"c6178976292c903da35a2be4fad47c030e000c0cc8a94acd17b0613f1dddc0c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8342,"eligible_count":122,"excluded_count":18,"feature_sha256":"592d11d38c4df18aeed056db52a81357360352eaef2750988a9156834085bbdb","formula_version":"titan-u-contract-v1","latency_ms":30.134957999990775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6636","prompt_sha256":"3ffe75fdedafcedf07bdd45a12b3c55a683c567c60b0ca9a647cd025f98e3755","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0975068479285222},"components":{"alpha":1.0,"bonus":1.0975068479285222,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0975068479285222,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7327,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f4d4226a4628fcea0e5883daf943c2d14b00ce4c84a623cbd980d5c67681b4f","formula_version":"titan-u-contract-v1","latency_ms":35.06041700001106,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0641735145951887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_518","prompt_sha256":"fe66cea5e16ca24da4aa9d9c3c79f880a74b3b54a65a840b580973c6d81c0258","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0907317247208408},"components":{"alpha":1.0,"bonus":1.0907317247208408,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0907317247208408,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7013,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe0651d1d3e028e414d11c597367ef40fb43bfe0de25dc15d687ada1c818dba8","formula_version":"titan-u-contract-v1","latency_ms":24.01337499998135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0573983913875074,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1684","prompt_sha256":"fa121075c7103c9880075cffead0b0f376fd7b84926e90053444fc8fcd142c8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.117922529180801},"components":{"alpha":1.0,"bonus":1.117922529180801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.117922529180801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8135,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7354325e8d19b7995bab01e0d2d207276ea290fd0c66bdb8bdde81b427ade9a","formula_version":"titan-u-contract-v1","latency_ms":24.02012499999273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0845891958474676,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2286","prompt_sha256":"c43fa8b0983ff061bd3f9e2d6573a7cc6ff19360ea5b0ca4b5428c8cedde27ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0885438094077793},"components":{"alpha":1.0,"bonus":1.0885438094077793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0885438094077793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6871,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f6930d19bd4bbab9b736b6489217b3bde0c9dcaadb4c8666bedb5c8b5c27a71","formula_version":"titan-u-contract-v1","latency_ms":24.296499999991283,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0552104760744458,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_937","prompt_sha256":"9bea7ee0acdd944b9132b17e1462fbce44c249360329d023991e8aa82f008dae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8869,"eligible_count":122,"excluded_count":18,"feature_sha256":"44dd6820d56f89916b72ac60cf5cc51b61e62266b662cbe7df69b8363e53bacc","formula_version":"titan-u-contract-v1","latency_ms":24.77820900000438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9704","prompt_sha256":"d3903586bc619c36e17d64eb4dc44a668f8ea27573184f52f89fc193a427296a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9692,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c21e011cc59c08fe69f611d3b6a5fc2587282db3478cc1bb1ee917572c093cc","formula_version":"titan-u-contract-v1","latency_ms":32.51012499998751,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10502","prompt_sha256":"907801baa6bd4c6f2c646e9a74b3acb582adc65187e45e278df3ce0d1fa9ce93","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9289,"eligible_count":122,"excluded_count":18,"feature_sha256":"372dc2277bd1bc3647b5ff2cf7fb07eeefbe533bff89110882895f58cde99a37","formula_version":"titan-u-contract-v1","latency_ms":26.181709000013598,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6975","prompt_sha256":"45d679760d45a4e376ff61c32bc9b6c6f8ecb180918ad1c9f6e5dceddf7968e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1027051998664466},"components":{"alpha":1.0,"bonus":1.1027051998664466,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1027051998664466,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7537,"eligible_count":122,"excluded_count":18,"feature_sha256":"3104d1fa9f92ebbfa95b45d351dbb8a24d7c21cf474b9a2e7ac8416f44ed00dc","formula_version":"titan-u-contract-v1","latency_ms":24.937249999993583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0693718665331131,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10495","prompt_sha256":"7c616c9c66d48fe13353cda2b5eee2d6286a2aea0fc8d6f7038ce31b8aa239bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0878838438971783},"components":{"alpha":1.0,"bonus":1.0878838438971783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0878838438971783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6837,"eligible_count":122,"excluded_count":18,"feature_sha256":"06abd85c4645766203e5c27bf46ca9ee40dde35fb4521da8e7163e1da908e4a6","formula_version":"titan-u-contract-v1","latency_ms":22.82950000000028,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0545505105638449,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3620","prompt_sha256":"d6d61e6eccc3ea55f889d0759758f51873988fa0cf190d66249c067b23bfb5c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0875104920470884},"components":{"alpha":1.0,"bonus":1.0875104920470884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0875104920470884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6804,"eligible_count":122,"excluded_count":18,"feature_sha256":"08ec514d6c5fdc7f795d98a0a382753473a5f3a8903c988e473a9c36ddf03da5","formula_version":"titan-u-contract-v1","latency_ms":23.895459000016217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.054177158713755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6586","prompt_sha256":"eb90cfbc69bafb6afe2e1518684a4c1ceaeb60e5cda7ac7c2511a60ae7e46caa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0927404233451328},"components":{"alpha":1.0,"bonus":1.0927404233451328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0927404233451328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7080,"eligible_count":122,"excluded_count":18,"feature_sha256":"3be4b917c068780270a8cadbbfab9ccefa494862f0805dd99fd721bec07654e9","formula_version":"titan-u-contract-v1","latency_ms":25.003707999985636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0594070900117993,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4374","prompt_sha256":"e3f8b4643177ed2e4ef9d77278cdde16814112c2f92e0cc530a1c5f4732b8511","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.095666210719533},"components":{"alpha":1.0,"bonus":1.095666210719533,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.095666210719533,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7227,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b0339b68cb53b3486bd1c873fbbb6657c851ff33bd51c29593b73fc64198ae5","formula_version":"titan-u-contract-v1","latency_ms":27.34791599999653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0623328773861995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4301","prompt_sha256":"62d18bf3d62a521eefc4e040623f88c7ef823c6a081df8a11b3b31d82f31c368","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.112168616375233},"components":{"alpha":1.0,"bonus":1.112168616375233,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.112168616375233,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7929,"eligible_count":122,"excluded_count":18,"feature_sha256":"a08893bcc50a3f966e8be941741c464812afe23bede12fa799aab7aecb2dd671","formula_version":"titan-u-contract-v1","latency_ms":24.46587500000419,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0788352830418995,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5032","prompt_sha256":"6a4ffe0d2403ce7e1019fd430b90327ed3c9dd4d51b607dc67ef64ecd39d4e0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8300,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d47d1f83c3da94fb39507fb0ca501e7a92a9b0a4266be12fc7b3f9ef8609a4","formula_version":"titan-u-contract-v1","latency_ms":24.807874999993373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2519","prompt_sha256":"64b0ea1a73a6080c55c0fba48e41fcb68ca754e21e26fa46a5095b6d15963472","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9498,"eligible_count":122,"excluded_count":18,"feature_sha256":"916412ca868b34e9379ba5d7f8eb73a062a2bea9731b8d8de8a7a8302f5b6569","formula_version":"titan-u-contract-v1","latency_ms":24.62683300001345,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_856","prompt_sha256":"bd03679d6da5295378d73d6f920b610f11e9f1f0db79de2f2b9d788436d9dd19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8541,"eligible_count":122,"excluded_count":18,"feature_sha256":"77fbb96f8e62515c0101e0451a41d0c57b2669958b57cbd2473b6c6f7b0c9e18","formula_version":"titan-u-contract-v1","latency_ms":24.698207999989563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7854","prompt_sha256":"7eb498b2f6e0c39b86f32347a658477fdb30af320c9cc6288801d957f53087df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8520,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d71fe50d2e387e300d77b98329c14de4912e1f010e0dd6d3cb2ad4b8e290a0d","formula_version":"titan-u-contract-v1","latency_ms":29.73995900001114,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8911","prompt_sha256":"02cc8703a3714f7c67ac7161f37448c7d043868622b47da9810b92428e25532f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8295,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7e333337de66827ddb0734e2e76260e3a8d5ca2ea3ea32416700ae6bf3f1be8","formula_version":"titan-u-contract-v1","latency_ms":31.53520899999762,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4850","prompt_sha256":"66a887c4af182e59d09fd1ddaad976f50a3d676aa05ee0d61b6389d5e4b878a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0953889720094867},"components":{"alpha":1.0,"bonus":1.0953889720094867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0953889720094867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7214,"eligible_count":122,"excluded_count":18,"feature_sha256":"e96c5a6b4333f4275bbcda15a162dd70475425ca39c70c75958b479e695558e5","formula_version":"titan-u-contract-v1","latency_ms":27.963874999983318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0620556386761533,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4279","prompt_sha256":"b8701a8cf47b35260f3fbaa91f949953231e68e1c15c256fd0183a6a2a10ca2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.095708963553963},"components":{"alpha":1.0,"bonus":1.095708963553963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.095708963553963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7226,"eligible_count":122,"excluded_count":18,"feature_sha256":"37e88dd5b1abe887386b2b99afbe309bf02348f75a0ad2a231bc760568c28274","formula_version":"titan-u-contract-v1","latency_ms":25.059999999996307,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0623756302206295,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8178","prompt_sha256":"515ddba9e40a53545b5f0a40eb81fcc84490e8f5a9623718728968d00837ed5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1119353377388903},"components":{"alpha":1.0,"bonus":1.1119353377388903,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1119353377388903,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7909,"eligible_count":122,"excluded_count":18,"feature_sha256":"912e95eafacf133b3340f5e246dd10fd26534b9331595fcf3d09eb863e022a51","formula_version":"titan-u-contract-v1","latency_ms":25.211959000017714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0786020044055569,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10220","prompt_sha256":"5f98adfa6ba9b79ea4a7673d107d3429eadd789ee8d1be005d74e1d3938f359a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1059805604078219},"components":{"alpha":1.0,"bonus":1.1059805604078219,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1059805604078219,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7786,"eligible_count":122,"excluded_count":18,"feature_sha256":"68c63e846e8e1c5816d11c3703d8d08c3cb35a6d0e0fb16e50fd54886e57bac2","formula_version":"titan-u-contract-v1","latency_ms":25.358749999981,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0726472270744885,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8606","prompt_sha256":"9b6626a3bd9c684e9fef3f616b31622f918957f044b462f1a43882633a9f903b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0821917719378575},"components":{"alpha":1.0,"bonus":1.0821917719378575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0821917719378575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6506,"eligible_count":122,"excluded_count":18,"feature_sha256":"5da57f87690fb1d3d75a6e1809786d9f1cd74092cc7beaca2548f86f4b72be31","formula_version":"titan-u-contract-v1","latency_ms":23.755749999992304,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048858438604524,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6170","prompt_sha256":"72f31b923bc11f99e5fe71602c06da8fc5f71880329cc317870cea44ca701b32","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0981458841212763},"components":{"alpha":1.0,"bonus":1.0981458841212763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0981458841212763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7333,"eligible_count":122,"excluded_count":18,"feature_sha256":"e94b91731ca52ea21fdc72bd6f3acad7273eba356b78d21cff57b324816eb94f","formula_version":"titan-u-contract-v1","latency_ms":24.59245800000076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.064812550787943,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7365","prompt_sha256":"961ad99cd50882c661ec36f49ea4965a662bbf68656eba8363f5cc9e2ede146a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8366,"eligible_count":122,"excluded_count":18,"feature_sha256":"0117e0d720d0332123b9a7b78ef83fe73a2f5e95822e33021679fbff6df9d38b","formula_version":"titan-u-contract-v1","latency_ms":24.866583000004994,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2771","prompt_sha256":"1752daeb620d1b030f1a419df41b8af7e5d136aef5bcd45fc3db582192205b2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9050,"eligible_count":122,"excluded_count":18,"feature_sha256":"30e4663624cdb167e62819a09760ae835c5726ee2fccb77b9d2040677872deaa","formula_version":"titan-u-contract-v1","latency_ms":29.9932080000076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4991","prompt_sha256":"c541650cd467e5dbbfeeb6405fa2a591ff48ad42bc36529d891d9807b3bb2988","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1053736960017186},"components":{"alpha":1.0,"bonus":1.1053736960017186,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1053736960017186,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7643,"eligible_count":122,"excluded_count":18,"feature_sha256":"68f71f9775d8c39d36aef30ad5e8c2b2ac29e00baca9244684740337c7a2c185","formula_version":"titan-u-contract-v1","latency_ms":36.92179200001533,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0720403626683852,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1530","prompt_sha256":"4704fd9a69fcea8bae6ede2b05a74a75fc3605a57638b3b0872764bd215d7305","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0949646683797607},"components":{"alpha":1.0,"bonus":1.0949646683797607,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0949646683797607,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7191,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a759e950837ccfabc7ac73cb44977cf98815484addbe91f519808aecf4685eb","formula_version":"titan-u-contract-v1","latency_ms":31.708792000017638,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0616313350464273,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8182","prompt_sha256":"e49a5fcdb985189d3eba06706fed775d0c2df20513a010b1bfd81b899b79a747","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9204,"eligible_count":122,"excluded_count":18,"feature_sha256":"196d6a17a07bf8bd79e7641dd2949805f6782d3ac14f94127c1b0f71f3bbb87b","formula_version":"titan-u-contract-v1","latency_ms":32.03445799999827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6037","prompt_sha256":"49f4037757f542b2008e02230859e3aa43e1698ce44f91f17790745b15002bd5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1198784846189787},"components":{"alpha":1.0,"bonus":1.1198784846189787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1198784846189787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8204,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf9fab6634594d1c4b7cfbb03b7511ce48494ed4a98064ffd55ae763ff3efd08","formula_version":"titan-u-contract-v1","latency_ms":25.888584000000492,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0865451512856452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8926","prompt_sha256":"6ac1cd8c88cef0b927c4635033e5eaaafeb8191c1f8e5ecbbb20f8395a2fa627","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9275,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6d8d6ac15edf4ade8f40e57ddb292fcedf2eb4021e8eeb9c8d420f72a8c5565","formula_version":"titan-u-contract-v1","latency_ms":26.640624999998863,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8590","prompt_sha256":"6aa50a6ba28eb60b87e2c9ba82cd8fdbe7e84d857fe51e63dec6ac8fe78b9843","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9008,"eligible_count":122,"excluded_count":18,"feature_sha256":"729e1a1da1e6a1643c2b93e79caf3ff9c8d2254a2faa1159dac5a4b46b322de9","formula_version":"titan-u-contract-v1","latency_ms":26.100082999988672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_321","prompt_sha256":"0bbc5564b64c8d6d8255504802b8397924e828805418156fbeb52ae3f8ad56ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785959080269587},"components":{"alpha":1.0,"bonus":1.0785959080269587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785959080269587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6273,"eligible_count":122,"excluded_count":18,"feature_sha256":"40a4d4daa7cc64a33dd561abcbe5fca5dfde0a4e429c6f66ce3fa5465c70390c","formula_version":"titan-u-contract-v1","latency_ms":27.70108300001084,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0452625746936253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_426","prompt_sha256":"47164163f7d8aaa1495060f5c11867b03ed2fb7e04e3af3bb82826792a87a784","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8397,"eligible_count":122,"excluded_count":18,"feature_sha256":"e69c1c7da76928745aaa9ef47879f23f308eafb1915e28a2f360f6b3a72fc667","formula_version":"titan-u-contract-v1","latency_ms":24.774917000002006,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2392","prompt_sha256":"c6bedb94d42fd395d58c131b009baea6f61a80c50068dbf682005e6ee4d9968b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9203,"eligible_count":122,"excluded_count":18,"feature_sha256":"196d6a17a07bf8bd79e7641dd2949805f6782d3ac14f94127c1b0f71f3bbb87b","formula_version":"titan-u-contract-v1","latency_ms":24.427374999987705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6034","prompt_sha256":"776d37810a7afeeccf8bd9ae3d1bf5676b4f73cac74b5e43644689533c0a551e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0909890151830126},"components":{"alpha":1.0,"bonus":1.0909890151830126,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0909890151830126,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6993,"eligible_count":122,"excluded_count":18,"feature_sha256":"879b74088b993a0d5f3d1e1624ecaf1e10e7b6eb475173b27dc7a070e8b8b20f","formula_version":"titan-u-contract-v1","latency_ms":25.664624999990338,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0576556818496792,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4099","prompt_sha256":"86dac3b744b8be1df57bb9378b8586548af17ac258d3c6ef86ecba05041bdd3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0717949897251806},"components":{"alpha":1.0,"bonus":1.0717949897251806,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0717949897251806,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5752,"eligible_count":122,"excluded_count":18,"feature_sha256":"fed38cede5b0e4f3885b4d3d5aaccbfc30e57d920a5af5b6741ba9878f83d287","formula_version":"titan-u-contract-v1","latency_ms":24.107165999993185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0384616563918472,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8959","prompt_sha256":"0e7c111a50a822ad6f3c37774a5adc1a01edff422e41a9fd94f20f8dee8dc289","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8986,"eligible_count":122,"excluded_count":18,"feature_sha256":"729e1a1da1e6a1643c2b93e79caf3ff9c8d2254a2faa1159dac5a4b46b322de9","formula_version":"titan-u-contract-v1","latency_ms":24.03225000000475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_315","prompt_sha256":"b0f15e9b89e32542f2c69e5d35fbdb339ccd091feda8249f06c64ccd932ed213","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8565,"eligible_count":122,"excluded_count":18,"feature_sha256":"756ad99e7f5507b125283164049e605b866d335a14ec2c5444ec54847171fa89","formula_version":"titan-u-contract-v1","latency_ms":26.129416999992827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5582","prompt_sha256":"e70ce42f604ed577bf547d467d10cb3e78987a332c2cf83036f21f87e64e252e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8753,"eligible_count":122,"excluded_count":18,"feature_sha256":"2461e7d21418d91e414ae2a42c3e7b4422a49b9cfa5bc06476cd3292a4239b4a","formula_version":"titan-u-contract-v1","latency_ms":24.309708000004093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9936","prompt_sha256":"5d79b4b33eeac011ba4c1ea321c1f709a2f208b0989c41ff6da0d0c858a10d9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.146714631158293},"components":{"alpha":1.0,"bonus":1.146714631158293,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.146714631158293,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6991,"eligible_count":122,"excluded_count":18,"feature_sha256":"829b928505aee23d2f7a952513fc102b13d70e66c8b7c083b055f122fc5f39fd","formula_version":"titan-u-contract-v1","latency_ms":26.802250000002914,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1133812978249595,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9205","prompt_sha256":"aa301c3965848adc948d5bddc0d7a16a8c19b4ab399d7191476d40924fbf2544","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0984786212075317},"components":{"alpha":1.0,"bonus":1.0984786212075317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0984786212075317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7348,"eligible_count":122,"excluded_count":18,"feature_sha256":"23b554d138d1b936bda2e6131675612749ddce8953a9f524d35543c9051df7d5","formula_version":"titan-u-contract-v1","latency_ms":28.690417000007074,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0651452878741983,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7363","prompt_sha256":"383a7236eb115288b49e5e6dc8554e3c930083b9644dbf9e81c6ed5e34556034","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8431,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff35571dc4645336a4439ce7189ccedf11fc9c1a234e30c6fdea81ed7d4f2e66","formula_version":"titan-u-contract-v1","latency_ms":26.131290999984458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8412","prompt_sha256":"dbc331beabf041ae22e17bb778425260d6a5602411ae17f31a22c42cd65f56ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":14512,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb64fa454c1e538ffcefea0d4faa05c0aa20d47848bc7c1705651cecc7e67d9c","formula_version":"titan-u-contract-v1","latency_ms":25.53716600002076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1921","prompt_sha256":"4819018975b16aab9703eca00ae70da75a06e761dbb8ce1d528d301ea5f22e02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.113579195656959},"components":{"alpha":1.0,"bonus":1.113579195656959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.113579195656959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7977,"eligible_count":122,"excluded_count":18,"feature_sha256":"408ab982cd6b71935e965273e5b46e6346af814f30d6f16095af295acafa4a7a","formula_version":"titan-u-contract-v1","latency_ms":27.91308400000503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0802458623236255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7746","prompt_sha256":"41fb0f080c37a13d215f18ad796c2a6190527be355499657d517e52f8686b9ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9696,"eligible_count":122,"excluded_count":18,"feature_sha256":"797ad0249f2220902e55cd00b66835d40e07065aabf1a24f377c1518621533b7","formula_version":"titan-u-contract-v1","latency_ms":28.40179099999318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4582","prompt_sha256":"68b260dc01e17a6d0e93fc7692b34179aad59916aeb777300d1730698b19ef8e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1203515212869575},"components":{"alpha":1.0,"bonus":1.1203515212869575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1203515212869575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8228,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ebe60e4c54e63a75b11e4f9473fa834d5d69459a803e1cc40b1481c482a8126","formula_version":"titan-u-contract-v1","latency_ms":29.836625000001504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087018187953624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_333","prompt_sha256":"8a601b8cb73ad727131b4bd7a3fb18a8a4b33facbf442b74bdfdbff0327ccc12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0869924138707223},"components":{"alpha":1.0,"bonus":1.0869924138707223,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0869924138707223,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6792,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e6d5c0a303651087565475662870a77fe5dc715f0a60b23932ca75dce957c39","formula_version":"titan-u-contract-v1","latency_ms":26.59808300001032,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0536590805373889,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2907","prompt_sha256":"0b965d93f9f6792f2948218fa6d02f08adb6e39c699adb1b017391402756c50d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10106,"eligible_count":122,"excluded_count":18,"feature_sha256":"2eb1c60077f475f81a0928f91b0e4da9ddbd4e8f9500eac1b8a928ad84d8e54c","formula_version":"titan-u-contract-v1","latency_ms":31.850207999980285,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8826","prompt_sha256":"606a7839430f8ae533c2318deff9d889954a6a15504badeaa2040f45e35ec870","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081053652692594},"components":{"alpha":1.0,"bonus":1.081053652692594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081053652692594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6435,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a1cf769b4946d3ff9d086926b8a6d7f136f35df8ce8b26245c5ab7366cd3e63","formula_version":"titan-u-contract-v1","latency_ms":25.314415999986295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0477203193592606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2932","prompt_sha256":"c77805649dde451229e7735296efbb56275fa196641340aa50a071541d125984","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777580897399937},"components":{"alpha":1.0,"bonus":1.0777580897399937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777580897399937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6230,"eligible_count":122,"excluded_count":18,"feature_sha256":"4689213f806a00a8301479c2245607523c4193779840b3da3f971cb76371b988","formula_version":"titan-u-contract-v1","latency_ms":24.151917000011736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444247564066602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3077","prompt_sha256":"278dfad4be66a11630e27d418886491df0995f2ccea2fda6781b24cf66013133","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075026177006867},"components":{"alpha":1.0,"bonus":1.075026177006867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075026177006867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6019,"eligible_count":122,"excluded_count":18,"feature_sha256":"37eee9e85a3d0577d125c61d90b20a0f03cf6c27dc67e5a92491e7147690e964","formula_version":"titan-u-contract-v1","latency_ms":25.797417000006817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416928436735335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10002","prompt_sha256":"62b139cd4a0cfd0ac71a06a04f43f343ccdac6c8a58a271e8adc7776f071b9a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8533,"eligible_count":122,"excluded_count":18,"feature_sha256":"96f2066788284f64dfaccc0d03df4ad96220fa4c24a878bb6d2d061a671f2ac4","formula_version":"titan-u-contract-v1","latency_ms":25.80291699999293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4095","prompt_sha256":"c83615e861052e69091624a6653188163d0e4ee14c0c8ffc675b1b0f1766090e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.114928532603099},"components":{"alpha":1.0,"bonus":1.114928532603099,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.114928532603099,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8022,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d51cb7ba0576d18541eb434f21b3931df7dd7a73bf0eb6086f4becde13ecbf3","formula_version":"titan-u-contract-v1","latency_ms":24.726874999998927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0815951992697657,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5807","prompt_sha256":"552c4a4336e3417b54bb34e7f33c48e7e4f49991a6ff8ab94969fd4900ca752a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0799032400231512},"components":{"alpha":1.0,"bonus":1.0799032400231512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0799032400231512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6366,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ee42631df31e5d29504dd05e2a571c65c2c1b438fbc11927b7c6e1cf4bae9c6","formula_version":"titan-u-contract-v1","latency_ms":25.077707999997756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0465699066898178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2956","prompt_sha256":"97151663efc8c551be6270d87fce2bde68f4d2d7bc6e760fbc6d0441215ff6cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":10276,"eligible_count":122,"excluded_count":18,"feature_sha256":"12e5e8d889133c5cb36ec3f4c9c37cdd3b2a10e6dabec30471153f2636c3e1da","formula_version":"titan-u-contract-v1","latency_ms":27.392333999983975,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8625","prompt_sha256":"e99a8ed62186f9bdb9238620ccf65ceff84f0aa0b72e993383f1680b7afad94a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0766627003442164},"components":{"alpha":1.0,"bonus":1.0766627003442164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0766627003442164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6143,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5ca6e048555ad79cf73c5add0719db3eda23d2f27a3db931661b168322094f9","formula_version":"titan-u-contract-v1","latency_ms":24.634375000005093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043329367010883,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5382","prompt_sha256":"e9a311a020bb14f709bfde3b7b97fa7bfc2fb17b956e219d0d17e9304647c720","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0798258106055811},"components":{"alpha":1.0,"bonus":1.0798258106055811,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0798258106055811,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6354,"eligible_count":122,"excluded_count":18,"feature_sha256":"8346ad8cec3f8525a66e78cc1ee686ae6edf69389f362335cfe6078be54f315c","formula_version":"titan-u-contract-v1","latency_ms":25.091208000020515,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0464924772722477,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10068","prompt_sha256":"50026c577c4e41e4cfa046a94b320333198f84b2707ecfdf9abd5da539d5f5e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.174867013750918},"components":{"alpha":1.0,"bonus":1.174867013750918,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.174867013750918,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9240,"eligible_count":122,"excluded_count":18,"feature_sha256":"79e3d944444eafbd4a6d3a4ee270e9fd068070531daba19ade73dac2ac5ef367","formula_version":"titan-u-contract-v1","latency_ms":24.6181250000177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1415336804175846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6110","prompt_sha256":"c5beb68d8a0eaa95d8abec7f3fe4271baee5423732aa2edf2a9371866b70fbfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8412,"eligible_count":122,"excluded_count":18,"feature_sha256":"79b3cdadc82df6af6845a9e225249c4c4ea5ca8e997cbee3fc2adc0b0cefcd41","formula_version":"titan-u-contract-v1","latency_ms":25.52720899998917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7319","prompt_sha256":"b17497d0f13d0fa3e87bd4ab22df1a63c95435b46e94eb6c53decae98bb77d01","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8654,"eligible_count":122,"excluded_count":18,"feature_sha256":"56eb36b8f1993bc33b8ddb5503e08e9274180d86dd69e0a4dca435accadd6bf4","formula_version":"titan-u-contract-v1","latency_ms":26.266042000003154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6394","prompt_sha256":"d377bd23f606a6face183ebed3d81aa17490e2439db2a155d71cd4ff1f31b8aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1181687072228872},"components":{"alpha":1.0,"bonus":1.1181687072228872,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1181687072228872,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8140,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cb70898072f742fbadd0b8e078d0d322a6794979650898da48d53e6bbe4bcad","formula_version":"titan-u-contract-v1","latency_ms":29.61470799999688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0848353738895538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7631","prompt_sha256":"674d76ffbfda868d7bdaac08efc3640a8d84f952db61716d1e1718a153b13a31","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8276,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d47d1f83c3da94fb39507fb0ca501e7a92a9b0a4266be12fc7b3f9ef8609a4","formula_version":"titan-u-contract-v1","latency_ms":29.144250000001648,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2513","prompt_sha256":"85f50ff5af80d00b30930ddbb4e2ea13de07e120bef53a66c89862eda153c5eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8972,"eligible_count":122,"excluded_count":18,"feature_sha256":"57ef3de33a8a8e5cce1130cec41b3b2a7ee7c74904c4c6a6c2dad759fddd282f","formula_version":"titan-u-contract-v1","latency_ms":33.24150000000259,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3094","prompt_sha256":"b6effc57dcc81ce16f7e15d935dea4ced4081a0c1c52793d0b27d06ccc0832cb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8860,"eligible_count":122,"excluded_count":18,"feature_sha256":"6739cc5f06831787e3aacdd1d24e1558a8cdd173ed5c86577e86d679b61907bb","formula_version":"titan-u-contract-v1","latency_ms":25.088417000006302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9256","prompt_sha256":"37a9ddbd201d9be3970efaf2ec7d9dfdd69f7c30076d87eb40dde84bdf9d9672","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8330,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e3471fed1231f918f4b97f350ec8164a5dbab1cb8c0c8b2f12b7281b70fafaa","formula_version":"titan-u-contract-v1","latency_ms":24.537250000008726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2595","prompt_sha256":"727825eff0818de8c69c36230b0a37b000c3685a8fe34391ada8085223e1658f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1050838521634907},"components":{"alpha":1.0,"bonus":1.1050838521634907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1050838521634907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7638,"eligible_count":122,"excluded_count":18,"feature_sha256":"08dafed278d5d8749029abaa0ba478ca97ec7b9027be8b455a8a1ff0cee9efa6","formula_version":"titan-u-contract-v1","latency_ms":24.07904099999314,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0717505188301573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10448","prompt_sha256":"4a065c248f4e3e0f0be99befaf66de47c487673656e76396f4dd7578a9ec2d8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0794718941744152},"components":{"alpha":1.0,"bonus":1.0794718941744152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0794718941744152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6331,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd4bc1fe7d14422a14052825f969b60e49bd66ccf23b9001eb59ee1205bf2267","formula_version":"titan-u-contract-v1","latency_ms":23.77154199999154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0461385608410818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_10076","prompt_sha256":"f551ba0121f67225220924a1a05d6ef4cde4536f20cf176aa5498df5b6216730","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1101896269613132},"components":{"alpha":1.0,"bonus":1.1101896269613132,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1101896269613132,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7836,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3061af7c6867b4782965c76e8f687b1271843d4545c1c139fce0a2d1c53ce80","formula_version":"titan-u-contract-v1","latency_ms":23.561083000004146,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0768562936279797,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4730","prompt_sha256":"e1169c834628c2f7cf7978ba71adbf361a3810beba895634bd932113e5222ee6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1159178397176022},"components":{"alpha":1.0,"bonus":1.1159178397176022,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1159178397176022,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8059,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d0daca39589c2f38b6f8df02966d3e47589e361adda1716427c50baefbf58b6","formula_version":"titan-u-contract-v1","latency_ms":24.859332999994876,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0825845063842687,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5831","prompt_sha256":"f06ad6b0c3c2c17ec9684f039b369c04e6db8d4fff23c4e03535bf4ec7a75255","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8494,"eligible_count":122,"excluded_count":18,"feature_sha256":"96f2066788284f64dfaccc0d03df4ad96220fa4c24a878bb6d2d061a671f2ac4","formula_version":"titan-u-contract-v1","latency_ms":24.316416000004892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4091","prompt_sha256":"336e1f2490cb1abedb0089592a20ea0a96b71916082497d77a0e331d5d4bc702","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9016,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef9772bd5234a692f7a3721580a09eb960dac2668097c16e58e85e9c49116b66","formula_version":"titan-u-contract-v1","latency_ms":25.74841699998842,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1277","prompt_sha256":"143d79ec42340fb2e784690ab0899867f9970f5d29d6919313082c7ac6774174","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079106549564268},"components":{"alpha":1.0,"bonus":1.079106549564268,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079106549564268,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6307,"eligible_count":122,"excluded_count":18,"feature_sha256":"7124dbd88fe6c4f2a0f39a04bee3824c7a8ac07e214aef51cf642841250c863b","formula_version":"titan-u-contract-v1","latency_ms":26.35412499998324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0457732162309346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_427","prompt_sha256":"9864856a5f0493267e3a3a956a41912a804a2ba9adeaf4993b357ebb49470705","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9834,"eligible_count":122,"excluded_count":18,"feature_sha256":"60e8cd9e0ff6baf2d8818c6dab1235ff9865d8abc51c20dffa1d941cee232b1d","formula_version":"titan-u-contract-v1","latency_ms":25.644041999981937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_7457","prompt_sha256":"e29d5b1dee2908ce47c8dcf56e26ea6aacb6f4f0d37ccca41f7c2cb53455131b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9339,"eligible_count":122,"excluded_count":18,"feature_sha256":"af9736e91b305f672739edf12ddd8b2c4ff3dffc8f9213fb0d5c6c2f390949bc","formula_version":"titan-u-contract-v1","latency_ms":26.244458999997278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4513","prompt_sha256":"fc792f46c03d90f22130fb2dcda69716ed02afd58891c2a0357a4deb36eabfaf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8654,"eligible_count":122,"excluded_count":18,"feature_sha256":"ed98590abf196d591466af06a3efa766566e07a1bac4ddd0b1d2e345807701d7","formula_version":"titan-u-contract-v1","latency_ms":23.807375000018283,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5215","prompt_sha256":"275caf77d5d8aeaa0c92c96aec275f702b4a1141a6f52e860f8817bacb94a536","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9573,"eligible_count":122,"excluded_count":18,"feature_sha256":"e099d0b0519bc52d964699ce2eabace5da5fcefea071e7a248ec865598849805","formula_version":"titan-u-contract-v1","latency_ms":25.81954199999359,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_883","prompt_sha256":"cfeb7a5a2104b9f5904e5308b7161a64129f5572ec2dc4d82fa4dbca68aa1851","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8979,"eligible_count":122,"excluded_count":18,"feature_sha256":"fceec93e5a178fbd5dc727c52d26c46361d22274c9d7af7e4f1b779d0896bcf3","formula_version":"titan-u-contract-v1","latency_ms":25.5502500000091,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_3194","prompt_sha256":"cf1e671fb55d6a593ee2ad3fda71e652bd0a9de2f1d09610cd52d2417714086e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8708,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad7982bcaf8f3a6051c83011ca9270ef26ef0fd20f589daf1e9f1925a2f65def","formula_version":"titan-u-contract-v1","latency_ms":27.663625000002412,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8375","prompt_sha256":"ee9ca1d43174f915c6381eb17056da77c709802bbe3f0803b072b884fc6f1c52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0905345915249547},"components":{"alpha":1.0,"bonus":1.0905345915249547,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0905345915249547,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6974,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ad8572dc3290c61b4a002102d6ff45461d2cd12011a074ec4d5acc0df60aa51","formula_version":"titan-u-contract-v1","latency_ms":26.694999999989477,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0572012581916213,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_9558","prompt_sha256":"150488b0e5fce01927f774b95ac391b0ef97e2d076ee8ca38dc52c5857029ec4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8491,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d71fe50d2e387e300d77b98329c14de4912e1f010e0dd6d3cb2ad4b8e290a0d","formula_version":"titan-u-contract-v1","latency_ms":39.047291000002815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_8904","prompt_sha256":"df3e8c38c5a851f57adbf218e1e4e27a45073f9da0e2423097dcfc17b0ce3b89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1143974023267014},"components":{"alpha":1.0,"bonus":1.1143974023267014,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1143974023267014,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7998,"eligible_count":122,"excluded_count":18,"feature_sha256":"d187ad96805b24601092709698efbd5461f2d946bda11a095fffc35a8b4e79c5","formula_version":"titan-u-contract-v1","latency_ms":27.564415999989933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.081064068993368,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_4631","prompt_sha256":"9183573ba431f8a40f573a72590b7af7cd605d725664cb2a9166a8ed594f19fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1136844256790162},"components":{"alpha":1.0,"bonus":1.1136844256790162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1136844256790162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7976,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd2293763881428e571b7fddcc1ce156e17b5540c93de197803772734ea55110","formula_version":"titan-u-contract-v1","latency_ms":27.189957999979697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0803510923456827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5800","prompt_sha256":"f8765c8a0ae5690584fc5220351cfa44281fe121ed8e2ff97c19632dbf5835e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0975068479285222},"components":{"alpha":1.0,"bonus":1.0975068479285222,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0975068479285222,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7327,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f4d4226a4628fcea0e5883daf943c2d14b00ce4c84a623cbd980d5c67681b4f","formula_version":"titan-u-contract-v1","latency_ms":26.747999999997774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0641735145951887,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_510","prompt_sha256":"a6dc97aa78a6b46787ef9e7111f1c66c03e0a44ed0d1bb7b1fa84fc04d6807e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1204072920148278},"components":{"alpha":1.0,"bonus":1.1204072920148278,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1204072920148278,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":9142,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7eff7133630c294bf234b7dff918b1fa77d5d15b4eba61c41ac683cd930ca35","formula_version":"titan-u-contract-v1","latency_ms":27.80870800000912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814944,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6069","prompt_sha256":"995704cbf30784a10d2310fc74c0ad5dbb2ed1b55fa7fe7fc63eb467f62f86fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1191309267686236},"components":{"alpha":1.0,"bonus":1.1191309267686236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1191309267686236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8179,"eligible_count":122,"excluded_count":18,"feature_sha256":"12b05dbb7951d789a98bab6b1225e2bd511e25772eb172d2748b9393ac85af88","formula_version":"titan-u-contract-v1","latency_ms":28.374834000004512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0857975934352901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_2848","prompt_sha256":"2b34a33ec43ed5e05c3c42eeb13a09046835e8c8c025602a34cce475388940b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120407292014828},"components":{"alpha":1.0,"bonus":1.120407292014828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120407292014828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8566,"eligible_count":122,"excluded_count":18,"feature_sha256":"756ad99e7f5507b125283164049e605b866d335a14ec2c5444ec54847171fa89","formula_version":"titan-u-contract-v1","latency_ms":30.344374999998536,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0870739586814946,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_5576","prompt_sha256":"79d199075184e69a9b2fd99516ffab1eea4288c25faa8b0e0aed6654942c7525","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0897140715859825},"components":{"alpha":1.0,"bonus":1.0897140715859825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0897140715859825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6920,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f742a89dc375ac70a33e04dd94564379328b9fbff7bd4265add4593a5ce4212","formula_version":"titan-u-contract-v1","latency_ms":29.047415999997384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.056380738252649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_6128","prompt_sha256":"82635a9bff2434339d2d3804f3860a174843dd72591edd9971797d28af464218","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1115992983085228},"components":{"alpha":1.0,"bonus":1.1115992983085228,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1115992983085228,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7900,"eligible_count":122,"excluded_count":18,"feature_sha256":"675892bdafc937c352ac2057bd368c4171cf625e992ab4f1e004fd0b8cb9c7a5","formula_version":"titan-u-contract-v1","latency_ms":27.65537499999482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0782659649751893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"NarrativeQA_1247","prompt_sha256":"6a6e2d2cbd9e8faf602b756f9a49130a34cd91effde72681dfc3779b426a88b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d4c31bfc5c862ddc7d837655a460088766e8a659434bd4039c7e5a1ea8cf9fd","formula_version":"titan-u-contract-v1","latency_ms":23.690250000015567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_37","prompt_sha256":"21b8198380174adb31326ef16611a2c9a88f48c5f9caa4724d63e93be1fe8fb2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"3791ea60d13802f373d40ef4938f674896118bf6ca3667db6541e6cb4ba658cb","formula_version":"titan-u-contract-v1","latency_ms":25.622457999986636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_83","prompt_sha256":"8c4bf4bdd192e44614c0f969f31dcf66d43db9e18af41a03963cb2484d40eeee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"39eb4ef509ce3baadba8ecc03c093e9ed90456f66779b6dab7e1f9b5ee1f37ae","formula_version":"titan-u-contract-v1","latency_ms":27.845667000008234,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_101","prompt_sha256":"25b39077e55b84aa71370801532f52bbe74700a3b748d39d206318da07b2a5cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf4761b8890be8df12b04af861b3f2f942d48a4740cedec47ad282ae0af1e472","formula_version":"titan-u-contract-v1","latency_ms":26.307000000002745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_178","prompt_sha256":"c8e02ec24da09c2fd62b4b41c16fd1759fd4bff8e536edaaab81ecc58d24ac72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"5aa69961a7b7afb0a21bd0f21622f3fc4cb0e0b01ae97adc2e24cfd0513d77a0","formula_version":"titan-u-contract-v1","latency_ms":24.30633400001625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_222","prompt_sha256":"dcb9982469e6a02321fa1bdeadd45bb9a1051f3b9e3a00e48dbad1392ce508d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"31263e4dc04fe67099a9afaf2f3af641ec8213fd10a6e488a275ec3fb78901f2","formula_version":"titan-u-contract-v1","latency_ms":22.975999999999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_241","prompt_sha256":"c7d5bfce286ecff61b7a50a59b2607056d8e34672d2ad4db8b2457c0c7074225","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063948898120817},"components":{"alpha":1.0,"bonus":1.063948898120817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063948898120817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"b76f546c1c5f4f3523205c1c4839172e6fd9a0cd1347805c0afc580c3d618fb9","formula_version":"titan-u-contract-v1","latency_ms":23.881958000004033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_258","prompt_sha256":"7cbe34aa6fad4c625a472e1ca48bc8c5f63bba8ccc6a06008f5fad42ef5afce0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481339},"components":{"alpha":1.0,"bonus":1.0639659886481339,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481339,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4689,"eligible_count":122,"excluded_count":18,"feature_sha256":"712a1ffbafe74cf42176379e7eb8d3ac86358dcaa91ae7a7d387d7948b41ed5f","formula_version":"titan-u-contract-v1","latency_ms":24.16812499998855,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148004,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_380","prompt_sha256":"411fe49b7f36953071f560a953ec7f56b06e9f1b373dec7dad997ef793a7bd89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641584152805916},"components":{"alpha":1.0,"bonus":1.0641584152805916,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641584152805916,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4742,"eligible_count":122,"excluded_count":18,"feature_sha256":"52b96ada0537c019a88e806131c08960aa0d1c67d50b7a05a4b36106861aff52","formula_version":"titan-u-contract-v1","latency_ms":23.804374999997435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308250819472582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_404","prompt_sha256":"aad827461b8a70717c6576296dfd0fe3a3718933996e9fa0240c6756d020fb09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639728761815301},"components":{"alpha":1.0,"bonus":1.0639728761815301,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639728761815301,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"63367b8d691db5f1bbba5182ee84cf20b4cf7f66cc20baf75c26a3b47bd5b322","formula_version":"titan-u-contract-v1","latency_ms":23.03375000002461,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306395428481967,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_427","prompt_sha256":"32fda83cf5b970c5af4f845a6b0f05b10307e50d692c172c3092a3aa366823a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4709,"eligible_count":122,"excluded_count":18,"feature_sha256":"87c57e1f6317c2bd8d47feca0b2880085bd8b21e70c0253d32811a33d4df68a3","formula_version":"titan-u-contract-v1","latency_ms":22.84229200000709,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_444","prompt_sha256":"b901f8ca297d893b57db9b8e9532a27e56237f199fe243c3ddf8088f19fac86b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042733},"components":{"alpha":1.0,"bonus":1.063853388042733,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042733,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"954527aac104b5ec9689b5530ed73763328d66f030f726030b5fa4c439077408","formula_version":"titan-u-contract-v1","latency_ms":21.94329200000311,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093996,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_478","prompt_sha256":"f58dd479ec012a4d6d4c88d46e417839b8d06c762b56a4b807b207abaee4f74b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7adcf3b233537f39cf7e24bc78b66dbd050fe8a0385a8566c362ba59835c5f7","formula_version":"titan-u-contract-v1","latency_ms":22.744084000009934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_491","prompt_sha256":"105cd7644d3296cebbbb22c5b5cc353a6428b43367d060b7821a8e24cab8feab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230336},"components":{"alpha":1.0,"bonus":1.0639053206230336,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230336,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"7797edc8cb81475b734020f3d2a53ec6073878975e301ec1778c0919e68c5a13","formula_version":"titan-u-contract-v1","latency_ms":23.66183299994873,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897001,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_521","prompt_sha256":"050677568f17f5576835c5344f19ba802132b148d0bb16dfa32b78e52a6b8939","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4686,"eligible_count":122,"excluded_count":18,"feature_sha256":"e85f3fd82b1f86f9f11f276e47bc13f5daed912d97f03fe5e3e5a8d4f6fd1f85","formula_version":"titan-u-contract-v1","latency_ms":22.852958999976636,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_609","prompt_sha256":"0c2901a990601457fbbbcd31faf82f7c13eff2ed379acb84938214f29dbd4ad2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"862c0cbd0873220be0570134675056a93ce0944a94ff871dca205bb45f7f47f0","formula_version":"titan-u-contract-v1","latency_ms":28.02187499997899,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_648","prompt_sha256":"4f5e9999c698efae2ae292480548c0099268899eb0e53fa43f538f384c834c9d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4685,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ad2dfffc39ecfd83308402957a7abe4af83b948f78d5fd8a635f6c512922cfb","formula_version":"titan-u-contract-v1","latency_ms":22.750290999965728,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_659","prompt_sha256":"523cc4934c1e35ae05927eebd7d62877ff96e2e3f42c139d4c38bea17c790903","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"35e9562b346511f96c8083c1f3d04892089f97d1ad41f5622e4ec69de6a5d072","formula_version":"titan-u-contract-v1","latency_ms":23.80137500000501,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_686","prompt_sha256":"db2ef80431d180e085c61d985424456a61815745c3b0395fd28a3243e4d34b58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d8b5ba7bbad5f654c547c627ecf47000e11117146265b5f4550865fb1362945","formula_version":"titan-u-contract-v1","latency_ms":23.745416999986446,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_725","prompt_sha256":"764ea95aa57575f832e88dcf061244931c3495c7634b3ccef67aae3b07c9632e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461717},"components":{"alpha":1.0,"bonus":1.0637880758461717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"000da5b2f709896026522c3f320cff0a668242301ac90b58b261b04b75eabc08","formula_version":"titan-u-contract-v1","latency_ms":27.927874999988944,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_737","prompt_sha256":"38073d1295fae107db3f85022d49ab7179e50ac09e3c202ad31dd3ec6716cd70","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"a60e505e04bef3a77f6733133ed824e78188f2c2f23a4482bcf3fbf9ed2d684d","formula_version":"titan-u-contract-v1","latency_ms":22.212207999984912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_740","prompt_sha256":"0d494859021c3fc4ad0b286242942d9a35a59deedb5359e0df09cb6fa4bfef79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642087583035578},"components":{"alpha":1.0,"bonus":1.0642087583035578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642087583035578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4757,"eligible_count":122,"excluded_count":18,"feature_sha256":"8884557444029b9d3ce47f7205023cd14a6e930f1b2c378c22ac9b1e906ca716","formula_version":"titan-u-contract-v1","latency_ms":25.101792000043588,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308754249702243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_769","prompt_sha256":"f35a7491157fb3ea9aadf1268a2e8af5347d4f0c4cb4fc990ef0d0d3e4780a1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008157},"components":{"alpha":1.0,"bonus":1.0638694153008157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"078f6a2185835b72611ee4b33046bab106cf8df8d1b17a453da592361eab8144","formula_version":"titan-u-contract-v1","latency_ms":23.721500000021933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_787","prompt_sha256":"6bfcdcbc57014e2128927bf9c2ddd8a1f2ad6f5ca9c745274b36a1febabda04f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416891},"components":{"alpha":1.0,"bonus":1.0637820243416891,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416891,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccb858a0f617ae74b3aface89df4d3c6482541999f8f813ffc016d7854c37b5a","formula_version":"titan-u-contract-v1","latency_ms":22.62074999998731,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083557,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_813","prompt_sha256":"b4da58fb3384bc02ad67ff76c14647c67056fb88b0ec77a0416f1983099530e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069636},"components":{"alpha":1.0,"bonus":1.0640112818069636,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069636,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4704,"eligible_count":122,"excluded_count":18,"feature_sha256":"a00c2c382769ec2fe3c9bdd292a501a681ad028cd054a4f62b2921c34e2729bd","formula_version":"titan-u-contract-v1","latency_ms":25.003167000022586,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306779484736301,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_820","prompt_sha256":"3d7aa7b6d234f0c3d4ce2520bcca10233e8e7eea9a857a948804eafc5dab7d82","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f0a0dc6bd7870df45b66591c39dc0e18275534fcb5e526e46acedf9bccbc6e0","formula_version":"titan-u-contract-v1","latency_ms":21.95658400000866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_826","prompt_sha256":"c7fd4cac6e8d863da18ffe96868330aabbd99cee0a4f9d77093be6161dd6a08b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"2db02f7d8b3d369245c22c223f43d91c350a138cc86f4cfb0c33d8c9b22a2287","formula_version":"titan-u-contract-v1","latency_ms":21.556124999960957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_838","prompt_sha256":"89f9bee39c3c0efeaff64f40f7eab07d4a42d6789d75a47e3e53251f1f00ebfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356178},"components":{"alpha":1.0,"bonus":1.0638375441356178,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356178,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"57b63172af1d6ef21e3ab1b9df4e9ac0da0d95a190e62230a69be1634b515a38","formula_version":"titan-u-contract-v1","latency_ms":21.68829099997538,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022844,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_933","prompt_sha256":"14d77a4a571a44aebf682a6e45e00d4f0b8350819b5d3010f596cf070844419c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa8fd4b74442543fd1e908b48117cd05b3afc814fcdbccb67e58a9f56de1722c","formula_version":"titan-u-contract-v1","latency_ms":22.004249999952208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_956","prompt_sha256":"9bce7d8286596f75c0040a4e413dee6148247c1ecb43571f7081ff74e29ba775","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015825},"components":{"alpha":1.0,"bonus":1.0638856259015825,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015825,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0cea8accc629b4ce67a9d320cd0ca4c5361006a32414dadd0220b0827ba19b5","formula_version":"titan-u-contract-v1","latency_ms":23.624959000017043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568249,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1012","prompt_sha256":"da70e8ac69253e0ff651c1d704a9152dde4294fe619d67b44ef0a4db19968ddb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e145559f47a2667c8fc00b2f00a81274cf101f529a70c70af20bf60b708e8b0","formula_version":"titan-u-contract-v1","latency_ms":25.25854199996047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1076","prompt_sha256":"dba68e6f303b86af5abfe8041827dcbcd59d55907fd090f7fece3de57e33992c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461726},"components":{"alpha":1.0,"bonus":1.0637880758461726,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461726,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"893f59d14ebc860b2bcd35d72db4a70c5db06036dc2c67f9aa55bfb574ac49fd","formula_version":"titan-u-contract-v1","latency_ms":23.598542000002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128392,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1086","prompt_sha256":"efb7cfe5857356eb23883ffef387ebac85ac4cf1e4a82a538666511b764fcef7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ebdae1e23a30ec27a98e634ff1433a3925f6ac370f54f2686124aa6e4d92c8d","formula_version":"titan-u-contract-v1","latency_ms":28.831749999994827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1135","prompt_sha256":"59113050f3e9db6d359de94f91d96b4fdb983979128989a42816d290e11b20be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462096},"components":{"alpha":1.0,"bonus":1.0640290321462096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"eafce6ab283b0bdeee4c923e0daf48e576048e57ffaec29c3c63c2cf0aa3c19b","formula_version":"titan-u-contract-v1","latency_ms":28.885791999982757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128761,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1270","prompt_sha256":"31278e6237eb2c1d991928aa8ae379fec180e1971bd86bb21d19dbb4559a11d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"10f9c93a10f67f76ec6a12378557579c92ebe39336916052438b1a1a3349a9cd","formula_version":"titan-u-contract-v1","latency_ms":34.91387499997245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1347","prompt_sha256":"88ab3db23e7138d51a136edbce5f69144a31f112d3f771e347a376909b76a065","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638187734818843},"components":{"alpha":1.0,"bonus":1.0638187734818843,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638187734818843,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"33b2954da6c74bb241355d455f18da4265a51b5c90c34110f2b5ed2e8e6a2e58","formula_version":"titan-u-contract-v1","latency_ms":34.750999999971555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1352","prompt_sha256":"fedd09f6bfa83e0f15d1903c7580d1e9a623b89f250fc93ed89a66478ff1e97b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461717},"components":{"alpha":1.0,"bonus":1.0637880758461717,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461717,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"032d2324b864ed94aca34d2886449ca435a768aef1b3a75ffda303f9c4ea94af","formula_version":"titan-u-contract-v1","latency_ms":30.953750000037417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1381","prompt_sha256":"7d7a17eacdce52c2f50867f8791d467546f7126a8fc7426bff0eaff2cc95fda0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412025},"components":{"alpha":1.0,"bonus":1.0639797930412025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"4c8a7c10df4699042e4cca1600bb3ef655fc14bc1183a754a1e431902d15178e","formula_version":"titan-u-contract-v1","latency_ms":23.384958000008282,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030646459707869,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1420","prompt_sha256":"7fe324f200a5d7561d30507bc082248041f8d4a909004162c443926685bf0e02","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636644354541518},"components":{"alpha":1.0,"bonus":1.0636644354541518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636644354541518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"0993405aca76f3a2c25159a35dd0405233ee48f1a1f3e25765c63485be9ad79c","formula_version":"titan-u-contract-v1","latency_ms":24.29637500000581,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1487","prompt_sha256":"ec68d74cfddb852e5fd942cb1b3146d89603cfb3d08c52aaa30f65cf490eefde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f3107f4e372e9406cf3abafa26cbfb123f642f6ea53acdbf46f5b79a47bde6c","formula_version":"titan-u-contract-v1","latency_ms":24.785582999982125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1523","prompt_sha256":"336939e4c0209a40eec3e55197da72492b0b72690fc62da4e08821a9b2125f3d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063892161475963},"components":{"alpha":1.0,"bonus":1.063892161475963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063892161475963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"15b88c2bc1e0070492a36dfd4de7a88b352afbe13caaa851ec323ea624e3ad85","formula_version":"titan-u-contract-v1","latency_ms":23.921250000000782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426297,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1586","prompt_sha256":"df086a9433761ba208591e67bfd3ca5b8ba6a16340050a5ce6e8d17ab710b174","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"5247222e5729ef1ffc3f64168099053b246df587ae2503077b4181dbd07207c8","formula_version":"titan-u-contract-v1","latency_ms":21.903833999999733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1688","prompt_sha256":"d62a96a7adbc8dd016158543b11309d1892201bf5b4dff9d200b2de69ad7f076","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640077537311465},"components":{"alpha":1.0,"bonus":1.0640077537311465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640077537311465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"be4f18b78e77f418f0a2a53414caf4d436774b45b87076b18069a8adf8f095e8","formula_version":"titan-u-contract-v1","latency_ms":23.12466600000107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030674420397813,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1785","prompt_sha256":"7d15be4900c0ce8fba2817d371cff81b67cdc550dc60ae3c05121f7017a0c600","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c14f614e2eb31477b71193dd1394d7c6c4812112a8f6e496ade006802f8650a","formula_version":"titan-u-contract-v1","latency_ms":23.711957999978495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1788","prompt_sha256":"6575c27efb998f77758e0a7b1431951c15109f1f91cf929cbebf924d202a52ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f8d04f17178290b7013ce764b7a7fe17a8cb8cd2aadb61f5076217cd303dfae","formula_version":"titan-u-contract-v1","latency_ms":23.980708999999933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1809","prompt_sha256":"f10761b0fe6702d38c7eb158fd158ec399b632e96db1b93267dedfa131d5e0b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262038},"components":{"alpha":1.0,"bonus":1.0637850464262038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"55af574af9f124c60c71134738a864172c1daf6d4d3c8f9785e500415e9ea152","formula_version":"titan-u-contract-v1","latency_ms":22.804583000038292,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1926","prompt_sha256":"e5e1a55a6c02f2cd39087aaf2855ec073d636c60f014f76a14c1767ba60878f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"6db1dac34478496436ae26a3ab731d552942fc478ad42ce9dbd309cb822a4c53","formula_version":"titan-u-contract-v1","latency_ms":23.94437499998503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1928","prompt_sha256":"e09ce57cb748feff85c8e2bf0d68b693b6be2435598cd4b884473a33869c7079","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d173bec54c3951cf32458a389224d7a664c8003d39662f036c325a4f56db513","formula_version":"titan-u-contract-v1","latency_ms":22.401833000003535,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_1934","prompt_sha256":"59f9a921d87817a25a03ce244da2bc88873532766898705a87f65bbefbaf6a52","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008157},"components":{"alpha":1.0,"bonus":1.0638694153008157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"efb23a39f6c355d53f50e9a28db8773d3857fd21c10c822be349c70aa0565046","formula_version":"titan-u-contract-v1","latency_ms":23.71541600001592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2004","prompt_sha256":"55f6addd41b9eb06c870ced5d278d0e51f6b7c9b4cdcce8da1251fa6c25923c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063678115226829},"components":{"alpha":1.0,"bonus":1.063678115226829,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063678115226829,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecd9e450e62f6d19492f2a51fe0c523ea91fcb42aa963617163cc19ca041a0b2","formula_version":"titan-u-contract-v1","latency_ms":23.06004199999734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303447818934957,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2065","prompt_sha256":"ac4f6fd512ac43eba3469ff06b36f14eb6137f54a2178977552bfb63b0a99369","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"00fe4210efe2db76856f6638d212e82338f7cef418c6802a3bb730e3ea6fa27e","formula_version":"titan-u-contract-v1","latency_ms":22.025541000004978,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2131","prompt_sha256":"abc34f21b72285aee75ca4925bc36e600ab01267f55d8ecb30e126166c64e40a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6cab52f802d72a4d10a5d78c4796ae1a5e5809aa6778194af9acf350993e677","formula_version":"titan-u-contract-v1","latency_ms":25.42504200005169,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2138","prompt_sha256":"8cb643e72160dd13e58bf82d3e7a9a8ad9087f7b628adadd3237fa44c9a2f66a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967363},"components":{"alpha":1.0,"bonus":1.0636753645967363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"c21b15aa5d5b7c2fbf6e9fe249d5a3030475e833b3e139aeb2ba5bc4c5beced5","formula_version":"titan-u-contract-v1","latency_ms":23.361625000006825,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2207","prompt_sha256":"e6b41ad538c59e1f459ec834c577f5df18e807b038f0674c96c3bb2459656dbc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8d6b801bed3bb69f7f606c8effa68e70478aadc4ba848090f722907b55c678f","formula_version":"titan-u-contract-v1","latency_ms":23.64445800003523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2241","prompt_sha256":"49ab6f4008f182794f9cad6c5da028e00752c5863994a1cd73036e3a8ab479a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"ff8b08408d2445fb32725d0185efeee2e8b5af1e2ff5e30e2759ac824fc23a1f","formula_version":"titan-u-contract-v1","latency_ms":25.40137500000128,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2357","prompt_sha256":"fe624819b982cd76a6120798b875af0804efdc1fa8393b097eab3fb5786d3860","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"56ba902e8aa52bcac308d5a23af86b54eca36e62845528f474f89c735e83e41a","formula_version":"titan-u-contract-v1","latency_ms":24.594041999989713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2384","prompt_sha256":"771a9cc4f2309b661cf7977c0c0f8fe9ef0e0bf4d7c4ae41003a19b37eafffc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108624},"components":{"alpha":1.0,"bonus":1.0638156707108624,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108624,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"4412b3f9ba9280d42e74c849c7a1393b7145a59e7e3a4985a4ceca20284d1d9f","formula_version":"titan-u-contract-v1","latency_ms":22.379542000010133,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377529,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2418","prompt_sha256":"858f68f28bb82d337fe55516194852764ffc8b5644671257eec613a6355d1dd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f8da7ebc3324387a80ffc73c5c17be566951ec2ff47446bd857db7c9c27fe7e","formula_version":"titan-u-contract-v1","latency_ms":23.237958999970942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2435","prompt_sha256":"3f1f83be14aa8bf077b2598a67e105837e19017397831d0eaf757bd49231c13e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268295},"components":{"alpha":1.0,"bonus":1.0636781152268295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"8a1121dea722a271b7047c336bfaec3764f846ea43ad615bfeafe48ac49e0031","formula_version":"titan-u-contract-v1","latency_ms":22.264500000005683,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030344781893496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2465","prompt_sha256":"8702a542f8fbe19e7e69ba77e0e7e2ea74097290e9f32f3f333fde1b39c64229","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"726e6be776fcad3f5829323193413dfd17ecf19460311e2a9bf6ea674bffb47e","formula_version":"titan-u-contract-v1","latency_ms":24.219749999986107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2497","prompt_sha256":"5d22b51b0fcb23dd4d47275ef56e60346764db2ca19f3f04b528f0d75b3b66e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e3d9d6c0c7012106d9dd1c313b7f61e5c4bd393490dd3f26fc79b4fb8af5f0e","formula_version":"titan-u-contract-v1","latency_ms":22.17666699999654,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2542","prompt_sha256":"505f68c297f91f99c94485ef960c41e7b29f2a9df7ca4fe82fae7e3c7a06ec6b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"9d5def4996a6d24ad697422fa0126b91de3acaad6ad176a18da50a55d76f7626","formula_version":"titan-u-contract-v1","latency_ms":21.710500000040156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2561","prompt_sha256":"05bb5fbc82fc4ed67280bc48599a5b543c5e7aa060c7252569d287e397a686a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"00024ff21fba714f316007ee0d5fe7d066ad08934a58c2e26fbaf610a086b7c4","formula_version":"titan-u-contract-v1","latency_ms":24.277874999995674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2586","prompt_sha256":"ab4f2bd6b967bd93324149693c62bc95658036df9cc26c08c767a549c805d3da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404673},"components":{"alpha":1.0,"bonus":1.0638758775404673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c448462d8f2054359399676e89cf657c8da1a9ce0cc744fbe5475e3f344fc41","formula_version":"titan-u-contract-v1","latency_ms":24.849832999962018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305425442071339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2591","prompt_sha256":"6fe5c46cbe4406511f37962cd0e0c8f42f1eec5871e3fcf62696d281963d4892","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443123},"components":{"alpha":1.0,"bonus":1.0638597769443123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"12d1a2de1fc98cbdd1f41edda9a985aef186b660968174fbdb323be08e8a6d16","formula_version":"titan-u-contract-v1","latency_ms":31.165375000000495,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610979,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2637","prompt_sha256":"07365b3854738f2a6fdd03df0420b1c44fa6a21aceaccb72ed14c4ff7fe30ecb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6d38cc7bedadbe1cc025aa8df8022e98a665e40d630f1cadd8e540d4c95a76c","formula_version":"titan-u-contract-v1","latency_ms":24.84016599998995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2684","prompt_sha256":"91dcdc1a562dc6a07003e3952de4253d9dbc868232936e7362650abdeda90889","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0703231eb53ee8021561e866adb180205ebef98bc3eeecd22f833541562d8f5","formula_version":"titan-u-contract-v1","latency_ms":24.306374999980562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2838","prompt_sha256":"3d47779f1227519f51dd00d67a9e3ddbdb6969217cb34e681954f0f88a26efad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861743},"components":{"alpha":1.0,"bonus":1.0640042329861743,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861743,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"05560432072b269e5f149c7a15dba4429624e87d43e176b1bb3255704d71ccf5","formula_version":"titan-u-contract-v1","latency_ms":26.525957999979255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528409,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2842","prompt_sha256":"be44bddc7e63a5849a1beac53f7eea1cb38ed3acef69f8729336928f17f85f71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c8ee952828b00d895c176f67500709f5a86f1b1b87db7534c1aa6b68900dc71","formula_version":"titan-u-contract-v1","latency_ms":26.738416999990022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2857","prompt_sha256":"6231fc00853d938e7490baf52d9e2078034cb3b7d753d755379928648c4feb2d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"59dff544cafc6d4b13924a53f620882945f7089bb7cb063a2d0f7944237749a1","formula_version":"titan-u-contract-v1","latency_ms":23.156916000004912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2903","prompt_sha256":"27b7587b79f9778da0a0b197d9386b8a127d4908f7c78433ae5efdb4bdc1deba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959944},"components":{"alpha":1.0,"bonus":1.0638629823959944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5d04d1a6ab2c1144139dfd370d41ad1711a6e11b066491b8fa1bf08831d36e7","formula_version":"titan-u-contract-v1","latency_ms":24.260916999992332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030529649062661,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2932","prompt_sha256":"62b8dd9a05f70c8adfd614db657d6c2bfba3b955ecc99d98a2af64ba8fb71b08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640723806442867},"components":{"alpha":1.0,"bonus":1.0640723806442867,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640723806442867,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4721,"eligible_count":122,"excluded_count":18,"feature_sha256":"f64459378668fcbb0ab57dd683623c1333172798dde21f65195fb50918a49d78","formula_version":"titan-u-contract-v1","latency_ms":26.2119999999868,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307390473109532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_2992","prompt_sha256":"620a959344bd2550af0c62ac6f9cf486a366c289f1aca11bb33b9dc655da4231","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461704},"components":{"alpha":1.0,"bonus":1.0637880758461704,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461704,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7ba7fa12ee6f6dcefccae2326178705b7c629777005aa60a1e2559ac9d59f30","formula_version":"titan-u-contract-v1","latency_ms":38.70491600002879,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512837,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3000","prompt_sha256":"a2e85bee73fd05f474beb4a7c351b1ad4e14d18ecb55132913cbcefb6e5c88c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640254674172511},"components":{"alpha":1.0,"bonus":1.0640254674172511,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640254674172511,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4706,"eligible_count":122,"excluded_count":18,"feature_sha256":"3401a3662f8bfd65ca57eeb5acdaba54dff3ddceeb4e224fd2ffcda11c935657","formula_version":"titan-u-contract-v1","latency_ms":33.62412499996026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306921340839177,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3157","prompt_sha256":"494598f8bf0fafd76e58a5a5bc7c2501e511cce11f31b0ca5dee61a1ffee9673","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1210974847498756},"components":{"alpha":1.0,"bonus":1.1210974847498756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1210974847498756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"623a781b8645e06c413d3ad143418acc732ea36b5607df248ca871cac60bbc90","formula_version":"titan-u-contract-v1","latency_ms":32.486832999950366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0877641514165421,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3339","prompt_sha256":"555bd8a8950ba1e272ae08a46211dde4edbf9807f68226e1c2424603fa4b7745","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642805081368352},"components":{"alpha":1.0,"bonus":1.0642805081368352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642805081368352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4775,"eligible_count":122,"excluded_count":18,"feature_sha256":"c959d30507a3421dd7fba63002a6766d889dc714dd3965b40d4d95661bb6cad7","formula_version":"titan-u-contract-v1","latency_ms":27.24937499999669,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035017,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3354","prompt_sha256":"0ebbe401afed4db9291a42836dec294944c8d2cfec9577b97c6a4c667bd373d5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb68ef0935b6c23941ee49ba26e023342744b8100da252febcd72543270434e7","formula_version":"titan-u-contract-v1","latency_ms":26.163958999973147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3456","prompt_sha256":"4f12a49bf955ef50b0d91977917f008b70c02ee0ef445bde7ca1491292c86134","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832964},"components":{"alpha":1.0,"bonus":1.0638987263832964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"5c0bfb23220bea030f937a94fa5eac4790d3086cd42bf39253fa1870b74c2366","formula_version":"titan-u-contract-v1","latency_ms":27.27083299998867,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030565393049963,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3490","prompt_sha256":"77752ccd756c60b4784ae836b433fa66ade596c4b815f7bf4005c894e2860c2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4f33885505004ff1c35badf7aad70d97443297489fe787285df75984e1c8ef4","formula_version":"titan-u-contract-v1","latency_ms":28.316999999958625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3516","prompt_sha256":"8bf8b13e95c145544c17a3cb36beefc1ee7d5f3c0677f0876629c3933fc37bc5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922153},"components":{"alpha":1.0,"bonus":1.0637941566922153,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922153,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"4b4cb2c3f7f5bdb314ed686c39c5dec9a4ba2cba4c48e68e9bf969f02101a2dd","formula_version":"titan-u-contract-v1","latency_ms":25.335499999982858,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358882,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3520","prompt_sha256":"b867533097bd56ebdbf6aae9e84da4ec8f5f234e752b3a11c549f27453ff0b55","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606876},"components":{"alpha":1.0,"bonus":1.0638791196606876,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606876,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"c0d21f4bdc600505833c26bdaa8ad539925f08760c19ae1f1c06523fbf5fc1d8","formula_version":"titan-u-contract-v1","latency_ms":31.071624999981395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3570","prompt_sha256":"74a3bdab538742d99e497497660061f48a5341de6e75ef928a93ad89adc94984","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf73d5268a6627f0af1f9fbd1a4c06ce888783030645bbe8f31789165043cded","formula_version":"titan-u-contract-v1","latency_ms":28.28741700000137,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3586","prompt_sha256":"7f4a6baf48622c6c46b242604fe915f402eeb857346421133da9658ef94a7945","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789652},"components":{"alpha":1.0,"bonus":1.0639625558789652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d7a5ea143ca22a16006d43597243c6f726c67d264215b151f8f0d44a5a159fd","formula_version":"titan-u-contract-v1","latency_ms":26.656249999973625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456317,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3621","prompt_sha256":"75d99b50bc2b66464bb359fbeb8af51410f596cc1a5d105430cdee1291862d95","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1d7220a94d1a2ffb4b1f3257c82f38785271530d6cf81f1bfba4ceb17dbb598","formula_version":"titan-u-contract-v1","latency_ms":22.594124999955056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3687","prompt_sha256":"d389381d5635de7bf77aee05883aa1c3946177572e4977e1175f2a4a6a6e029e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"531b167ecf4696348a395313919041ebdcec023a2055f0e5731267a1c0bf2b32","formula_version":"titan-u-contract-v1","latency_ms":25.29349999997521,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3816","prompt_sha256":"c66b0e1f8ec7c8b26e3429d74ea45217694e751bed270d52e790d64885eb3a0f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"e50befcebcf317c475f626bf7240cff48c0a9bb22858f50ec60fd70caae23d74","formula_version":"titan-u-contract-v1","latency_ms":25.027333000025465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3845","prompt_sha256":"2467f72463fbece593ddc9c8a8892298d8e9376f78359e89ce90e20befa9f588","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064083382687889},"components":{"alpha":1.0,"bonus":1.064083382687889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064083382687889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4732,"eligible_count":122,"excluded_count":18,"feature_sha256":"446fb57bd91564d7bfd03c1682d8042f4641085471d42c413b08cb705e8f8373","formula_version":"titan-u-contract-v1","latency_ms":25.173540999958277,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307500493545556,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Entertainment: Books_3907","prompt_sha256":"5519fda422df9cf9dcc5b11dab01421a872f87c07973504a10b6f705e4a3bbfd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443114},"components":{"alpha":1.0,"bonus":1.0638597769443114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b3ea28c96742beb31a9fc7e2eaf2b6865e946ef7afce03eeafc9eb9734da090","formula_version":"titan-u-contract-v1","latency_ms":25.099542000020847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030526443610978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1195","prompt_sha256":"796f9e8200b20f5a4ca97c8227d997cc0c3c5be4ae8742bdfccb5130cdc2e4e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"4aaf46b596e9ed3eecb3ea170191410ee414d2aac1026e1966c8ac9802ad73bb","formula_version":"titan-u-contract-v1","latency_ms":24.781416999985595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1203","prompt_sha256":"8e77ee64a8b135c7f56b47ddfbb99fac698236487f3449b80e74e32396ed0c58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635448134951813},"components":{"alpha":1.0,"bonus":1.0635448134951813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635448134951813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4537,"eligible_count":122,"excluded_count":18,"feature_sha256":"08ae5b283f3a874d82e19bc6849763ebe01afc8d1526036b204806c6be0333e3","formula_version":"titan-u-contract-v1","latency_ms":24.009291999959714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302114801618478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1052","prompt_sha256":"86cef9081d9451de0c7bd0964d5fdbf6e8b6a9edf4158c3b0c4afa82271ff269","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"cad97b4deafc2b00339e1f87db25db548e552d571f214bb2a7fbd2a44ccee439","formula_version":"titan-u-contract-v1","latency_ms":25.12208300004204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_620","prompt_sha256":"f844f9e3f512bb8f9b8eae97fe367d0c08e70a2bc299eeba9ca34c9582fd449e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e83899d7a0b3a86749dd152c38dfe1a057adeb03bb04c914639e036b4e70047","formula_version":"titan-u-contract-v1","latency_ms":24.445040999978573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_782","prompt_sha256":"779f968d4100698de6c25c1ebdc49b736cb05188bb7c9728efc4db7b3e1da7df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"718c0fb1845f90da2ed47749d2740f364a7059b70cda45c22669d80252bc6c99","formula_version":"titan-u-contract-v1","latency_ms":22.33033299995668,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_435","prompt_sha256":"a9454fabc6f3804c0d4d94461c1b5cdd9f5db40b3f5fb4b0f30789a2da4d0bbf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea45542133678c2f3f2a61790822e0c39889c8eb0b46856b27b56b9282c079e6","formula_version":"titan-u-contract-v1","latency_ms":24.094291000039902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1345","prompt_sha256":"bee7a40c68b07aec64e36c4e50f0774f52fd9b5ecd9cf464d4441ef5064e6f51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636455919677856},"components":{"alpha":1.0,"bonus":1.0636455919677856,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636455919677856,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"8048fc79ea5912e0c1385b78d6ea12575d25acc3cc2530b526ec919716700753","formula_version":"titan-u-contract-v1","latency_ms":24.151250000045366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344522,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1067","prompt_sha256":"bbf3d5dc37cbac8418118ac83b8e5958b52bcbc8e16f968ed46f23cb96ea6331","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"aef3a37ec6bab9018d150c4d4ca5f779f25f46f42b065d77093dbdaa1111aa4f","formula_version":"titan-u-contract-v1","latency_ms":22.67337499995392,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1128","prompt_sha256":"99829e937feabc98087b4c7e7ae693a8754f8d159ce8326d672180a4ecc847e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063653623718737},"components":{"alpha":1.0,"bonus":1.063653623718737,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063653623718737,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"06a6b13ace7f1c260031fe8bd1cc62166e3b3a1e7b733c12e9a2bead7643ede7","formula_version":"titan-u-contract-v1","latency_ms":21.73745899995083,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_50","prompt_sha256":"958c4e5171924e93e7e04f818ecf6638b42dc4d8b7e2a10e97df232feaa9300a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301734},"components":{"alpha":1.0,"bonus":1.0636509391301734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"9ed9f9b21fee89bbdc5dd3441aa634b9c4c09a983e59cca5d3dc2fbd45304156","formula_version":"titan-u-contract-v1","latency_ms":21.340124999994714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03031760579684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1440","prompt_sha256":"4e8831cfc89c1226e91dcc0d321ed26f293d9de37c1285e566bd72c25a561799","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"f0a40bac4703ab5556560d20e53dda7586b70c5749480050de1dcfa121ec9d44","formula_version":"titan-u-contract-v1","latency_ms":22.013791999995647,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1801","prompt_sha256":"c0f978539dde1a1b456dcedd0abdef3dfea319b9a74812530ec96e6d68a82f45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c816d36d20e3d17aa14dc16bb90d930c59276084c1258696a9f1f0714319cb2","formula_version":"titan-u-contract-v1","latency_ms":21.400875000040287,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_980","prompt_sha256":"67a937575c046cb7cc825890ea38bdb0e3adbb4790053cd63275038c13df003a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"11b44f4fde777adebf7ed79f7c96cb196969721c444cef189ccc75eca1aeb937","formula_version":"titan-u-contract-v1","latency_ms":21.57395900002257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1692","prompt_sha256":"68917eb47932e94ddf7445141ec97d13b60432c4e97b3c5ca47c4dc1ad4cb6de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6e96d7f47a7e7904a85529df666a1a78fda7357a9d22ed63038251d5132fe18","formula_version":"titan-u-contract-v1","latency_ms":23.480208000023595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1524","prompt_sha256":"119116561396ea3735aad9865c0bad6948969ac8f1dfe99d02dd8f3cc50149b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"167f0e2dd10d01f9840115b16e4abf9a939d5bc22d8fdb1810572d535db4aabe","formula_version":"titan-u-contract-v1","latency_ms":22.549125000011827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1185","prompt_sha256":"767925ac8a667e2e769de7b587b603325e991a5b56d5e284aa3837a7c6add0d7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d1c8ff25d2c1f440badb95363ca371376a385ce0fbc0d2f8b0be22822384967","formula_version":"titan-u-contract-v1","latency_ms":27.5123750000148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_673","prompt_sha256":"e9358cd12c641a4ab5077f3dc8752ca0c0bfed24af14410dc1a5f5ee6be227cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063608983749432},"components":{"alpha":1.0,"bonus":1.063608983749432,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063608983749432,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ca71d80420bc40541cf9acd7ae3d2cacdfabef6e8587de7a6d5fbcf52b60168","formula_version":"titan-u-contract-v1","latency_ms":23.596750000024258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160986,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_704","prompt_sha256":"2366e91b12bf02594bc230fe69bd39406cbc03db2e138ee9e0d323d5d385df96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a98168d35718fe4fe8aa460e70425230ec2bb4b8859ffe9c6c9062a3745ffd2","formula_version":"titan-u-contract-v1","latency_ms":23.919833000036306,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_294","prompt_sha256":"bb1affdeebdf7c1a568836f72055251ca999bc47d6d5eada8ca740dea9ebf495","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"4cc32377d62d98362fd347a78ab543886f3cb72dbe7918f7c59d8fc8733bd146","formula_version":"titan-u-contract-v1","latency_ms":26.962249999996857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1108","prompt_sha256":"ddce4c77bad445b142ed2ae7a6486e0f3a4a465c502fa8f81f3d764f06c0dee5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636455919677852},"components":{"alpha":1.0,"bonus":1.0636455919677852,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636455919677852,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"2827c8bce34ccc92a01f761c7fe24cf888ed7cdf34d6e645a7c5b25ce78f11f4","formula_version":"titan-u-contract-v1","latency_ms":23.028208000027917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_460","prompt_sha256":"c5efa93bc7f66d57c6145ea2f96ddd2a139d5e06aeb519cd03c58f206b3d6522","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bca1f91943aa90d33bedef9d9d75a09f9e18400554304e4511267372ba1a5f5","formula_version":"titan-u-contract-v1","latency_ms":27.6437080000278,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1503","prompt_sha256":"66af386001f5ee4da7a402df06ea1e0e53ae12522a80f70eec06c0e1e82b982e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246383},"components":{"alpha":1.0,"bonus":1.0637145411246383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"85e5de1d5e1b06e587313e47ede30c2a7bd375fa49fb78bef969896fc71f5566","formula_version":"titan-u-contract-v1","latency_ms":23.302958000044782,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303812077913048,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1889","prompt_sha256":"9742094ec839d33fdd79bae922b74df8b4288d2c14b007ff788c5258af578460","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0a355a3d73c34e0078c48894abd39ecd41ac5a3a357260473cf4c85bbc4186c","formula_version":"titan-u-contract-v1","latency_ms":23.328042000002824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_966","prompt_sha256":"9202151d5a1f6d69d6b38c4b42ca20889098858f3b94a87f4c1e61c582d3cb05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9fdac1949f3290e78d595cb991bae32c7476dd20c9777659b2ee0613310134d","formula_version":"titan-u-contract-v1","latency_ms":22.373875000027965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1306","prompt_sha256":"f346ef0eb142efcf03bb93e969d2abb3302248e01e3e6a0d6836dd0778427bdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775795},"components":{"alpha":1.0,"bonus":1.0636167072775795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"286d347acb9f910f080e6585ed8225eb068e44a1aaa131656458d9ae88951624","formula_version":"titan-u-contract-v1","latency_ms":22.859832999984064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030283373944246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1002","prompt_sha256":"d1d35093c9b5bffd003696066693ce7c85c1e77c7f7a776bcfdebfe26b28da7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132358},"components":{"alpha":1.0,"bonus":1.0636617215132358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0b9f6e8c6a1d5b87097f926fe0a268f02a4fa40b361c36f14b4860e97a4e9a1","formula_version":"titan-u-contract-v1","latency_ms":22.02483299998903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1189","prompt_sha256":"883b646066583eaf4bcdef6269e96e5d0a038fd151af8fc745d9aa5e0b3b853c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"39b06a0fd3223baa26b06d913d2c43a49a6bcc775008fed1cc715d789d296197","formula_version":"titan-u-contract-v1","latency_ms":22.871832999953767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1609","prompt_sha256":"3bc739ec9bb41e9fd0c6b6e0286713cf11b434c1124f7819275ac68743518cc6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658036},"components":{"alpha":1.0,"bonus":1.0637202551658036,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658036,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"27afd980929e53685c680851becbf5d8fddc34178a1eee2b6abdfc7d740e789f","formula_version":"titan-u-contract-v1","latency_ms":22.887583999988692,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303869218324702,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_667","prompt_sha256":"c8d1a62ba44c168f252dfc5c13ebd5168dc9ef8539a0199397367f471ba6420b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635713569149934},"components":{"alpha":1.0,"bonus":1.0635713569149934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635713569149934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4548,"eligible_count":122,"excluded_count":18,"feature_sha256":"3eb6e24c97afdbd0664738e84e100554e2b5c22f761301fd7f6451911a714df5","formula_version":"titan-u-contract-v1","latency_ms":22.367916000007426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03023802358166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_267","prompt_sha256":"9accd6f134fbb4b609765d646a110faa3c01aea29d7bf472e716c3a6e7638bcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181648},"components":{"alpha":1.0,"bonus":1.0637972081181648,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181648,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"45252f8679fad4beedff9f0cb1585946a4728f1075c183feb3cbafe927c35add","formula_version":"titan-u-contract-v1","latency_ms":24.790959000029034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848314,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1381","prompt_sha256":"4e3222b1b843ab1f3ae9286ca1d96db8b3c3eddaf433072e61e680f98e6040fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"d473b82153370fb8e5fac3c8e870e283afd9a2044b477e808510a6d9e26dc27e","formula_version":"titan-u-contract-v1","latency_ms":23.72054200003504,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_916","prompt_sha256":"426dc650de47f348c59aef3444b8f0c670953d2e9974afd138129508d6056031","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"579091d69ea868b9a51ca84343b55c2406976a5dd5197ff871355b494c0eb08c","formula_version":"titan-u-contract-v1","latency_ms":24.582957999996324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1681","prompt_sha256":"4b4e59b97d467a441339bc538ea844e98f92ac6642675ce6da7beb2b2c1f14fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5f002e15e5b04d623d81cce824c2b4013e6506a96e64e11637e15aed0185ba3","formula_version":"titan-u-contract-v1","latency_ms":23.59958300002063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1071","prompt_sha256":"c8e6dcfb3c573486f32ab3225d9eed8becb457bc9f9494e3474e8d4669c88309","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"c97a7e1b95e751f87e672dfc3b847f92070c953b4fee6566bb8dead221118299","formula_version":"titan-u-contract-v1","latency_ms":24.503332999984195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1471","prompt_sha256":"c6da24d42412988ba6e0f8274f8f89f4fea946b1118a8522cf6127f84b5df1da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639972134890674},"components":{"alpha":1.0,"bonus":1.0639972134890674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639972134890674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"af0bf855dfad119dcc0d3a0436ce3a74708f651fd410c35aa7ead4679faaf5d2","formula_version":"titan-u-contract-v1","latency_ms":25.21591600003603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030663880155734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1172","prompt_sha256":"2a5b254248c601be144b038d3f50c071486f74bd178af850f921968e3b42bd5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"f49ce22fbda6720b42ac7d40c4c91bc52aa1d6ef79ee182c16ddb35c37786361","formula_version":"titan-u-contract-v1","latency_ms":25.56883399995513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_974","prompt_sha256":"33decc88fd8a186ee6c439c3b7d334cb742af4c5ecc990476741e887cec40768","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636141254291895},"components":{"alpha":1.0,"bonus":1.0636141254291895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636141254291895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cba9ca7428c8f230d5513ee8ef7d6a3eaac2b2c970479884e65cb9494844a37","formula_version":"titan-u-contract-v1","latency_ms":23.149625000030483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030280792095856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1423","prompt_sha256":"3f32f53d5a5cff29baf86bc8ad7138414ea792d9eb52145bf13d4e667c7124f0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043655},"components":{"alpha":1.0,"bonus":1.0636726213043655,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043655,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"6263385373cb18bf359b66172e4e22abaa1af87aee65fae2527ec8908640bbd1","formula_version":"titan-u-contract-v1","latency_ms":24.82570899996972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_697","prompt_sha256":"64f29e56f612b031b8ff2a73e9f057b55500437a18e9fc14c9e85e59b2e24a22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043664},"components":{"alpha":1.0,"bonus":1.0636726213043664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"18c03afba22d991f20e0cd06a7312836f4178e0a20abe56b837526841b7d6d88","formula_version":"titan-u-contract-v1","latency_ms":23.10554199999615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971033,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_356","prompt_sha256":"ddf478c2bf1fbd2aed8f8b2d0cfa54fe4d818585289ccf62f270fe5bfdd88742","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"f688dd2d014b523687da3c122a528658e5332616f7e8ff7ed185dfe601a12f86","formula_version":"titan-u-contract-v1","latency_ms":24.144500000033986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_346","prompt_sha256":"0dee8bc66246735667142dc66bab06f7bbae783e9508846a751ba9be19f34fdc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"b12cb7a4323ad8a816cac4bd48b21cbac43953cb7fc7c308ccc40da7506ada88","formula_version":"titan-u-contract-v1","latency_ms":21.50162499998487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1250","prompt_sha256":"89f3666ff62625895cc5daa288c731cc57e24ea41361ee3123b70c87bc1e3e4a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636975750888975},"components":{"alpha":1.0,"bonus":1.0636975750888975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636975750888975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"272f30ad6610506cc046421af4b593d970b522591c9f149a5affb41a6d4fad50","formula_version":"titan-u-contract-v1","latency_ms":23.480709000011757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030364241755564,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_761","prompt_sha256":"b07628aced9866c91770e04454db615cc369f6a2b40cbd2c55f09910de12ab6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063694773096352},"components":{"alpha":1.0,"bonus":1.063694773096352,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063694773096352,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"98afd48b799d7002217e7df9678aab5631bc41c78e99581188442df13cb7d896","formula_version":"titan-u-contract-v1","latency_ms":24.3526250000059,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630185,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_173","prompt_sha256":"edcb8d608c411db9a34c37309349291c98b0795d5b497e395a171ac6bff2aef4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"1539313b6157ff7527d53fc9a82d50aaf8458e09e07121dd381b9dbaccb846d5","formula_version":"titan-u-contract-v1","latency_ms":22.78108399997336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_803","prompt_sha256":"50e2503720c9024df786738f7440652ea794a1fb4bd26747cc7309a0073b10cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"0add20555e5edda98b50798c02dae0684942afaea8fd3df5e52f4b433bc22fab","formula_version":"titan-u-contract-v1","latency_ms":24.123458000019582,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_692","prompt_sha256":"97c19e952ae340cd70849049bd54eae0a6941660b15ad5e4a5e4669e72f300e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffa5f199080abf69039b842e4f38ca8583615013f4f01d0e5962bec8fb8800af","formula_version":"titan-u-contract-v1","latency_ms":22.70012499997165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1384","prompt_sha256":"0978cf21f84bcbde22c193f525aeb2076d6b992225ab3e03342321b4eb50ae2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"d77f3a5d23c982b095a7491226c84965debdd2157d7a9910a542bb68994979b5","formula_version":"titan-u-contract-v1","latency_ms":22.06070799996951,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_206","prompt_sha256":"06e23a677295232a4358f4fd938891c3740cdc1e2fe765f7aca6824f6ad90a42","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8d210ddb87db7719e46bf0fbd3a3b7535f5e704b190fe60d1b73d64fcadfbe8","formula_version":"titan-u-contract-v1","latency_ms":22.25087499999745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1228","prompt_sha256":"49579921b95c973872e06b7ce7311360e4f2237a76daba215714775c263185fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea81cff3ff4d877931b15ac014815dafb643f865b5f6cf9fcdb654cd16475cec","formula_version":"titan-u-contract-v1","latency_ms":21.632875000022977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_845","prompt_sha256":"f76aac2ecfe78b7f36f42ce5380af8d41647801ee2c386b3b2635f8f12ab0333","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637551556866833},"components":{"alpha":1.0,"bonus":1.0637551556866833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637551556866833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"62e4de0116c31d2267ff9dcd94aaa36100d563e317e144bc173951d14b7f2a38","formula_version":"titan-u-contract-v1","latency_ms":22.585708999997678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03042182235335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1329","prompt_sha256":"c74cf083c9322428bdcb9ecf2b29e0021dc347e02a7210359568735b9e9a16bf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"cae475d7d96d478d6d0e8af318e67c77c834d06af336202b182bcb75cdd9c583","formula_version":"titan-u-contract-v1","latency_ms":25.50541699997666,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1530","prompt_sha256":"db2d1f08d8c5c4bac2cf60dc255c2fffdbada2a75d74d3eaba4b77358a992eee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775793},"components":{"alpha":1.0,"bonus":1.0636167072775793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"d07b2ec11a7bfe585a4744832bcaf6bd021cd12252d86b621cc4e9e9ea9333ec","formula_version":"titan-u-contract-v1","latency_ms":24.669791999997415,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302833739442459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_506","prompt_sha256":"4a230671d40f5861697f8c6f9730e7b5b303ed7f7da44e32c88dba79f2c927fe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e857478f03fc3ccf0eafea48eeab811954f56cac29c1411185f783a46d0a426","formula_version":"titan-u-contract-v1","latency_ms":22.880457999974624,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_278","prompt_sha256":"10d0a99bbb225a8e3af7f1b1ee16a5eedc9b92729e43d921e92acd9b7206deff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"52f3d645ded886e0395a473377c48d8d5fb3008945467ba06bf510cf5a1b8b2e","formula_version":"titan-u-contract-v1","latency_ms":23.333374999992884,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_109","prompt_sha256":"d42d047edc1a2e887e79a15a14150aa482737b54010b63cc5600f4ed24149c34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246385},"components":{"alpha":1.0,"bonus":1.0637145411246385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbb4ff8f7436138c1e659c7069d155e7f35bd8ea5bcf2a3fcb16fa1b380725ec","formula_version":"titan-u-contract-v1","latency_ms":23.51458300000786,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030381207791305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_948","prompt_sha256":"d905a28fadf12f64490e2c09c517f84a6366c304d12596a3120c331b3b9410a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e787c5f826cd274011f4768a018a210739e8a97a6d10fc60a519d2516c76103","formula_version":"titan-u-contract-v1","latency_ms":24.67024999998557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_360","prompt_sha256":"d7ca569db2d87363082681e213313f45b2b4fa922cd03dc125a7819cebf61b98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ffd50bc71877a741828ffb93b8f93eb912bbbb6607b8760f464de6ae771d1d2","formula_version":"titan-u-contract-v1","latency_ms":29.400833000011062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1771","prompt_sha256":"ecb4e1e5057d6f1b1aeb36f13eb4a3f0471dc50ec7fc1afd27bc0ff4788845b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940708},"components":{"alpha":1.0,"bonus":1.0636429293940708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"bad68309892c4e076cd45c922d5ab4b3cf5995896f8d2b49dbefc548230532dc","formula_version":"titan-u-contract-v1","latency_ms":27.696833999982573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1314","prompt_sha256":"c8ed3fd2875dc020cc1c8b3194021276ca7fc2373e804f74bc976c24558a451c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301734},"components":{"alpha":1.0,"bonus":1.0636509391301734,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301734,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"244f20f02a4cf1f705c7a885b47c8caa17279211a7d24fc63ae7ca96e608e7a9","formula_version":"titan-u-contract-v1","latency_ms":25.091583000005357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03031760579684,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1009","prompt_sha256":"1d7791312633f1c31bf5d2bc5b08ae4a0464c3585c0aaba8ce88b2e9dd10c749","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"33225bc54cc2cc4cc373f562f34525b561983ef4d752c4b7e679fc4803df9c15","formula_version":"titan-u-contract-v1","latency_ms":24.900666999997156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_876","prompt_sha256":"58e1c95088ce419097ef5ca750ac0c6ea90f8617c4e937ae01d09fa99af68050","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ad6222b96a747d6f6853c6f01c6453b87cd8588cd585ed1bf7339bbb8a480b5","formula_version":"titan-u-contract-v1","latency_ms":23.470541999984107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_271","prompt_sha256":"ef7ae23fced4c3b3e295fed920a471bfe4ec91d809fe35811a7a01ab65b2940d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208165},"components":{"alpha":1.0,"bonus":1.0639488981208165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"3da5e44689a52a7d8916d813909e80a28a0dc4222f021595a6756a2a17f09731","formula_version":"titan-u-contract-v1","latency_ms":24.36162500004002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030615564787483,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1315","prompt_sha256":"11474ec190b24cd3d7613baa89cbe8cff6573b0961b58ebfbebfaf4cf4880af6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4623,"eligible_count":122,"excluded_count":18,"feature_sha256":"76a34b5c3b6d4c93e8d882c5380b5b89f86d55b4fd4fa10c38b3c31b85e37e86","formula_version":"titan-u-contract-v1","latency_ms":22.590583000010156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1885","prompt_sha256":"0a96d270823c5663f88a3b6371805493abc7f9b70f9c32916ca000907c045e75","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb6956a89bfdea6373131341419050df9c3ade087563164e25bc10865c926389","formula_version":"titan-u-contract-v1","latency_ms":23.471042000039688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_861","prompt_sha256":"d60e86d6d4a31f7792bca5aaf3aa6c6dea444ea87c23ca15a07769fb4a5b214c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"28c2e2aa0cf0c8d911a9f9593f36d0cbe3eac165b6b784f0ad9a99a191906c97","formula_version":"titan-u-contract-v1","latency_ms":22.247290999985125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1792","prompt_sha256":"f619bfa54cbad61ca8267bbc7e28019019c051d482c35d6ff4bf9ad1e58fd67c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"db9a9a5421ce4a9c441f2a5de23fdd8d0e448fb0d0ac63c46f103ba7ffd3c893","formula_version":"titan-u-contract-v1","latency_ms":21.457707999957165,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_930","prompt_sha256":"142e3f6461288b8b77fc192568692326b3415cb2240110678d3d82f1aa1996d4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"1556603d4715a7af124e68b24ba6a2e6fc98cd0a4ec7171791c38e9bfd2a9f74","formula_version":"titan-u-contract-v1","latency_ms":22.368041000049743,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_243","prompt_sha256":"c84f0d5c386077531201250f8c6d9cf619947552c1c9552b9a1e5bf8d2ca4f90","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330165},"components":{"alpha":1.0,"bonus":1.0636671567330165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a8ed6a592748fe63b3df836b7b7cdf2567679ad2fe9d8e00cbcf44cebb6a307","formula_version":"titan-u-contract-v1","latency_ms":22.696917000018857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030333823399683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_258","prompt_sha256":"f66b1a616bbd59a42ab2015dc65f6bc703722c00bf0f8684f79f0be3875ea8aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"b49892b6ac841f4a105c3463b42630cda64abc3f6d675a31794424db07e67411","formula_version":"titan-u-contract-v1","latency_ms":23.688041000013982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_381","prompt_sha256":"8fc765c154747875e28d84fd677b7bc10ffa97ab270b830f335f89005ab8b956","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"273398c85f91f1c1d33ac687622f366baddd026be3975446dc874a524fe18cd7","formula_version":"titan-u-contract-v1","latency_ms":25.744874999986678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1569","prompt_sha256":"a187986aede270594a2328bcfda0bb4a9475213c1190032426a04946ec55f8e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187047},"components":{"alpha":1.0,"bonus":1.0637003844187047,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187047,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b97a5b32f35462c96c45652e6a1b0c87b19c6d7887289acaa397ed1d3b277c9","formula_version":"titan-u-contract-v1","latency_ms":23.44599999997854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303670510853713,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1526","prompt_sha256":"1322557e957fdc4a2aa8be40faab714d3e9841481537a284bb56f23f5c9771e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211771854840786},"components":{"alpha":1.0,"bonus":1.1211771854840786,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211771854840786,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4687,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9340bfa6d7d45d065428ed26b5957d3d7724fa12e39d97f0bc3fedf08c00245","formula_version":"titan-u-contract-v1","latency_ms":24.232583999946655,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0878438521507452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_123","prompt_sha256":"fd85ee0f198019aea1d717ae4125bb2a551b14fabfff1ebda5fba0524e3f3630","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926865},"components":{"alpha":1.0,"bonus":1.0637790095926865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3ca6aa64e3dbd387dbf3bc6bae852b1d727f820953d059f6e2269b1348746f3","formula_version":"titan-u-contract-v1","latency_ms":28.74737499996627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030445676259353,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_889","prompt_sha256":"06edfc12dada9cb537e3c243f9e03aab4a8d6ec9f02f6c3d36f53f78914bf04c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"7399cb40c68f2f9430e43b6997cb4f01b4088ae93c4eaeb93258cc9327a1141b","formula_version":"titan-u-contract-v1","latency_ms":22.788875000003372,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_349","prompt_sha256":"0d940bfb405c02afababfdedc52fe5b9a02f248969b05808574828ba6cc60615","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"d45f5eb56ebdfaf84e0b621b0059f3a884e3b17491b4ecb8a61d252c0f260ce9","formula_version":"titan-u-contract-v1","latency_ms":29.38925000000836,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1497","prompt_sha256":"aa9d7c52b742ad822f4babc26a6234ea704188f9a5e11636d121a92a20bb1b33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635495735096225},"components":{"alpha":1.0,"bonus":1.0635495735096225,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635495735096225,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4540,"eligible_count":122,"excluded_count":18,"feature_sha256":"a71d0302f4449eb25f72355da7d30375ab5d720cfb9d61c162d1ce838ef73395","formula_version":"titan-u-contract-v1","latency_ms":25.230790999955843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030216240176289,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_514","prompt_sha256":"272ee5594e66fa2858c2ee7f0d87846fc242bdb5c1fa3d279f8c6af475347ce8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"2834fe523b7a4ca35dbeeffacafc1dfada0110a406bc8a94c95ba55a9cfa65a2","formula_version":"titan-u-contract-v1","latency_ms":24.62891700002956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1127","prompt_sha256":"95e4ae03f7ecd0a3bdb805ecbec742676d5a7e56f7a91e29c139cd7bc9d698bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063667156733016},"components":{"alpha":1.0,"bonus":1.063667156733016,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063667156733016,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"276537ebf48101f53bcd7201b5b45d0e313feaa2c557bdefeb81e69f8b769d11","formula_version":"titan-u-contract-v1","latency_ms":24.392208000051596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996826,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_188","prompt_sha256":"7479e1a31eceb0fb889c75cfe9b82a2238721498b2dc5c3e01e4923c3ec30659","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211225157459375},"components":{"alpha":1.0,"bonus":1.1211225157459375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211225157459375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"da57fa4e1ea02df1952ff01f8b2533e9e4f00d21af87f2b9f93151a86af1cfbe","formula_version":"titan-u-contract-v1","latency_ms":23.50366699999995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087789182412604,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_234","prompt_sha256":"ed44e94d06f1ffdf50750dc97b17c502b939276c6f2a8c0878a5bbc5170de101","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639020198366482},"components":{"alpha":1.0,"bonus":1.0639020198366482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639020198366482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"91e6eebc21af814b9993e7efee5b08ea0a4a50f62cb7c5a03f91fa524f62ee1c","formula_version":"titan-u-contract-v1","latency_ms":21.891874999994343,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305686865033148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1281","prompt_sha256":"120d5144d2346c1d1b022a209224a2ef84f2e9ffbbf2412d23e171eb39a25795","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"90a115ab19590cda2ef5da938eb053d7141b87c0dceebb263f5b3f15824810c8","formula_version":"titan-u-contract-v1","latency_ms":23.954250000031152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_651","prompt_sha256":"7f4b69972c0e17689c67eaa3d4bbe17a7cd6842d84418023c183fe29a4add088","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637790095926887},"components":{"alpha":1.0,"bonus":1.0637790095926887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637790095926887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"d46c702b447b0d76448c13b20c0f333889ad5e7fbb7f156461bfd96440636b5b","formula_version":"titan-u-contract-v1","latency_ms":23.60445799996569,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593552,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_534","prompt_sha256":"bc6b24ed55d83ff6c1776bbe6b4280dba46c924f94ea9d69e0e07699dd1689a1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"edb927864d99986f6ed83b2dc5054dac79eca7c70b0772a6731adfdc6c25b66b","formula_version":"titan-u-contract-v1","latency_ms":23.036375000003773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_653","prompt_sha256":"13678e3e6166d1fe0b6ea6038adddc388bb2e29202cff9e6d0654fc0a6628f6d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"003dfe0c49389e3c157cb756763e9ab8543b60b5dba98a7f221889c5ac8661d1","formula_version":"titan-u-contract-v1","latency_ms":23.37454199999911,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1359","prompt_sha256":"3877569cccb1395408542beac8215799339a5c9d6bfbbcac343ea00b1b4c4cf8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063818773481884},"components":{"alpha":1.0,"bonus":1.063818773481884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063818773481884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"64ba810e23a0faa6a95054a438a36f665b845aae1a022503036ec4b21a6bb7f8","formula_version":"titan-u-contract-v1","latency_ms":23.853958000017883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304854401485506,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1241","prompt_sha256":"193dfbd28c98b4dfa0294e9057842754df1187aa8bd09eea452465d338a0d2f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640112818069645},"components":{"alpha":1.0,"bonus":1.0640112818069645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640112818069645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"111b5146b357c39f8590723c2ba24224a8e633bd472bef009346eeb1f68e7208","formula_version":"titan-u-contract-v1","latency_ms":23.766665999971792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030677948473631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1015","prompt_sha256":"26a064fee71e7d952bd0bf32a1198dda41890a31abe2ff3079fbb3c7bd465d7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d1ba50be839931ca277b41ff818b300160d39b4d22fb9f2bff0b2c9cd342194","formula_version":"titan-u-contract-v1","latency_ms":23.211040999967736,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1665","prompt_sha256":"54218151ac912d3ef0153944fa695fcba436948364d15e7fd13af73dc2c36657","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063697575088897},"components":{"alpha":1.0,"bonus":1.063697575088897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063697575088897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"deb5d46ecaa7083d8dfddab6ed73de62c8579202cc5de6aaf599fdc5a36660a5","formula_version":"titan-u-contract-v1","latency_ms":23.10120800001414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303642417555636,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_273","prompt_sha256":"52bfc5c0a0559480736f50bca6ed24d5c89e32667f44ee38dafd92014545b65f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063749265569664},"components":{"alpha":1.0,"bonus":1.063749265569664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063749265569664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"118c0ea27d3777a175ab7933e81a67ea3e4ec7b03b80e6ef05ac3fcd3d6d6706","formula_version":"titan-u-contract-v1","latency_ms":23.529375000009622,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1577","prompt_sha256":"c6652726fc285434741078d9baf147671189024cd03d3a90a540143a60b83e0e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587496},"components":{"alpha":1.0,"bonus":1.0636402741587496,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587496,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"39c798b28638bd1a1de5e7b05db893a87b4c1687705af48eca486905b76e4486","formula_version":"titan-u-contract-v1","latency_ms":23.689625000031356,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_601","prompt_sha256":"ef9d0097e23d358e96063bc0bb8ac5f6f6fb41aa417bcd8837908091711c4399","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a4f06db9d3c25114e2a67385f24023c07d98d79827455009f47f777f385d1f7","formula_version":"titan-u-contract-v1","latency_ms":24.406459000033465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1752","prompt_sha256":"af04a9b5c62b7bc8d68e7468fcf375c6e183a3acd9c849b5b76e7ef254edc3a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898742},"components":{"alpha":1.0,"bonus":1.0637060250898742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"de2711dd272ff267ecfc1ec322bad69a2b1f7fd21396447a56f9fee71337e6c5","formula_version":"titan-u-contract-v1","latency_ms":21.688165999989906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1204","prompt_sha256":"72f3705e6211c8d70f5154d980948118d7845aae9594673573861033a4d8098b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485675},"components":{"alpha":1.0,"bonus":1.0638406982485675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"16d066a30ebb9c177cffeb0ac751096db3b5a2a9b16dc69c0fecf598f83be4b2","formula_version":"titan-u-contract-v1","latency_ms":23.11712499999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030507364915234,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_324","prompt_sha256":"0f4390af8af5f57eedd680d4c9c3c1471734f31054cdfc6aa3bf574da997b877","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063734668661551},"components":{"alpha":1.0,"bonus":1.063734668661551,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063734668661551,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ef57a7357ac276bd54f9e7210a8b3e4cef0de09c2e01710b4ac710436fca15e","formula_version":"titan-u-contract-v1","latency_ms":22.70462500001713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282175,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1069","prompt_sha256":"8775fbd7c43af1d9ef8a57d1e305df5a40dd076e155edbdb4df7cdcee95de38b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"ebd2157e36ab7a4386b1163a2d1ad9cb4399899a8bdf2eb864e4d58bbee40523","formula_version":"titan-u-contract-v1","latency_ms":21.656042000017806,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_40","prompt_sha256":"544e5392bcd97bab98ae72b2046532735387babb9c2cc59304e984dd564a2a7c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"196c1127d3c69ca39757baf5e7c64645f878a426bb66332c35449d363cb4edf1","formula_version":"titan-u-contract-v1","latency_ms":20.85749999997688,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_757","prompt_sha256":"2112bc68c10a9825b05615932fe8d8db6d3ec309d12528a7888507f423d761ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"826655abd3dfeaeb2e4d671a3ebc167e2f55b7b541d0200bd78f804707a2b4f9","formula_version":"titan-u-contract-v1","latency_ms":22.45762500001547,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_25","prompt_sha256":"7c870b027b5ad847ca03f1dd5ee9e6bd3fe3dfd68f9dd94ba0dfd090bf106f53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946312},"components":{"alpha":1.0,"bonus":1.0639119441946312,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946312,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4ae92df3c65ed5495e16cb9a5912f3df4dd52f64c1ad3eae5c0ed7a1eca78ec","formula_version":"titan-u-contract-v1","latency_ms":23.19566700003861,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612978,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_656","prompt_sha256":"b3d787a561fecbc9394c4d5dffb2d3be032849e116a65c628bbc07c638d2486d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497735},"components":{"alpha":1.0,"bonus":1.0636698853497735,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497735,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2b1e4b1d850d7ad319594889f01d2afb2bd3e404c00955af0fb19d2fca3bc02","formula_version":"titan-u-contract-v1","latency_ms":22.179083000025912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03033655201644,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_573","prompt_sha256":"6a0f89d031337eb4ba419f905f68566969e8d0c55fea74167301aa48eff73408","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635448134951813},"components":{"alpha":1.0,"bonus":1.0635448134951813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635448134951813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4538,"eligible_count":122,"excluded_count":18,"feature_sha256":"73c36012ab3fb148c378eea570df4611bb119a4248ed05d939a61b6e291f75f3","formula_version":"titan-u-contract-v1","latency_ms":22.120416000007026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302114801618478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1016","prompt_sha256":"d5d06c0e9fe0d38aa196fe7eee45fa5f1b48d1c0b46fa08133431ccef0c6f445","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128795},"components":{"alpha":1.0,"bonus":1.0638312579128795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"859c274a5d2bfc7fdf07e30b8ea8dc6c7cf9d374db0e0b192cf9b9a067a9e110","formula_version":"titan-u-contract-v1","latency_ms":22.24154200001749,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030497924579546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1482","prompt_sha256":"d673060d28551546b9fb9e625e5dc5ad9ca2cc23798760ad24c885a1e9ead5bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639053206230342},"components":{"alpha":1.0,"bonus":1.0639053206230342,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639053206230342,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb4c024bc94929981ece75749f9f4fb4e582c66d9c2cbae146506adb4e214d79","formula_version":"titan-u-contract-v1","latency_ms":24.343916999953308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305719872897008,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_169","prompt_sha256":"b142ad6aa9135b5fe19a8cc7fee7bb0ecab73abf99b7563ec627bc00ac50a8b0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4659,"eligible_count":122,"excluded_count":18,"feature_sha256":"663ccfb445d4b29f6428bbd246e356cb2a20c0c4a929946479cf75fe35733794","formula_version":"titan-u-contract-v1","latency_ms":23.45070800004123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_180","prompt_sha256":"7683726e652865ab08fdda59098758b05fae32eec74cb9e78ec33d67cea9534d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba93414444ee9d13c662620f8c43da32a78c7ae026f0b5793c43df8a20133f4c","formula_version":"titan-u-contract-v1","latency_ms":23.203625000007833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_197","prompt_sha256":"749d803f1b9d9a184985e08dbe758bc9e13e642cce296ca1d948600fba80a0a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658023},"components":{"alpha":1.0,"bonus":1.0637202551658023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea4e6986eec145b56ec38988923802d668e717f6d9064b8b78ba4a89c40fc1e8","formula_version":"titan-u-contract-v1","latency_ms":23.933708000015486,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303869218324688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_217","prompt_sha256":"fb38bff4ade762b347361a453beb44ed8a54cb8ec65ba7e653613bb7c6bcb701","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"531116dc109429145092b0913098c6375c245d1e7cc8358fe665665143a1be35","formula_version":"titan-u-contract-v1","latency_ms":22.523417000002155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_509","prompt_sha256":"474c287df355901ca650287b1a83e8702e5f529e01e76fc9c53e28a2a73650fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bc81214a57949c84704e3bb7ba793c5fd92405602631c82708c718cb495e00c","formula_version":"titan-u-contract-v1","latency_ms":21.975666999992427,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_842","prompt_sha256":"20804c83f77618e3913927314f78f5a202911dd3dcab1c80a5f8205d64fffb13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8f3d4e71ebc95bd5ff72ddd2ca8422c53996f8a31c633a83c7b99e8d90e0fbe","formula_version":"titan-u-contract-v1","latency_ms":24.347332999980154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1307","prompt_sha256":"e5c0b2d6dd91718f1c1dc3c9c872494c07fcbb088112564e49a050d889d7d450","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490125},"components":{"alpha":1.0,"bonus":1.0639694287490125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4683,"eligible_count":122,"excluded_count":18,"feature_sha256":"53fc4fde0a94af184e608f523f2037b75a219a371062a80725af4c3c2f5b599b","formula_version":"titan-u-contract-v1","latency_ms":98.61087500001986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030636095415679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1309","prompt_sha256":"17feb25a636766ae43f56ac214d7af71e93908317cf5dedc7a79fed868976281","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"a024227e90bf3e88def6965508413b306a4deca6aca2c0881098f47265f23714","formula_version":"titan-u-contract-v1","latency_ms":55.07966599998326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1798","prompt_sha256":"87a4779dd0dfcbd4563d472df9fa3bc5e5333e83ec70c241b1d8c078f0fc0e17","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"faf422094d4cfe3b42a19796302558e9d8e6caab75c26e676ba4747660ef0be0","formula_version":"titan-u-contract-v1","latency_ms":46.067583000024115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_0","prompt_sha256":"2e6366134b8cabc28ecef684e216f3f65b31a8496b3afbccf762afccf3e54648","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018775},"components":{"alpha":1.0,"bonus":1.064021910018775,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018775,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"37f943071a23db918d165d487b422d848795d3e21b4e308c9932b078d5739a5e","formula_version":"titan-u-contract-v1","latency_ms":30.056750000028387,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_12","prompt_sha256":"038f142d379a876221c50190d98f41272786ac9c7ae4bc755172109016d073bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636455919677852},"components":{"alpha":1.0,"bonus":1.0636455919677852,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636455919677852,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4f4be56c3443f93dce78ae6db1c484ff5c90e6a732a40eff22f88a21d0af4b4","formula_version":"titan-u-contract-v1","latency_ms":24.60279100000662,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_24","prompt_sha256":"41f4b37c61d80c90e05020309cfee29dfef6b640e722157e83e5bb483df9abab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639387317886306},"components":{"alpha":1.0,"bonus":1.0639387317886306,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639387317886306,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c2b797d77764084a044e36f2b6eeafbd9f83ef8939b851e524f7b438e1ce448","formula_version":"titan-u-contract-v1","latency_ms":27.162333000035233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306053984552972,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_42","prompt_sha256":"8e6f9f6663dc78d21108c9b0da90de0e4959b5826ad11f8d6b1259285a5424d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4578,"eligible_count":122,"excluded_count":18,"feature_sha256":"b201026cb914e4035079dc40ec31245ff698bc369b7b6a8e7529812412225280","formula_version":"titan-u-contract-v1","latency_ms":27.72091700001056,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_81","prompt_sha256":"fd0a2a4bb10d09b89a216d20a3be2ebecb5da275e09e71784310cec8541f805a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"f8d3b3817a0f42b1a417326b91454af66b5d19dae519376cf17b2f7740df5b50","formula_version":"titan-u-contract-v1","latency_ms":26.167167000039626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_105","prompt_sha256":"56024627596f2d1385d883a268301aee558cf4d28a43aae9d3a63d8c02e76a08","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639557123360446},"components":{"alpha":1.0,"bonus":1.0639557123360446,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639557123360446,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"a3aee24ce9109b11342b7e7ebddc810f67924cba3850882fd4f26d2e14592dad","formula_version":"titan-u-contract-v1","latency_ms":22.683625000013308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306223790027111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_127","prompt_sha256":"4ffc5a102dcf168b653b791fdb4ce6b5546e3ca5c2483259569fb6efb8fa9adc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832969},"components":{"alpha":1.0,"bonus":1.0638987263832969,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832969,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"47526d5b44c1358f84073f8c580e7cf278ae41651fe2943528b93bbf76434ce9","formula_version":"titan-u-contract-v1","latency_ms":22.132875000011154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499634,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_136","prompt_sha256":"02133dd84034a01b8fd98a566877837d01c9e6944e8afe3b83b7fc14b0788c20","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108615},"components":{"alpha":1.0,"bonus":1.0638156707108615,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108615,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"4012de4748c6d436fbe96c70f8317bb855d9eb4b6bbfa3886e31d6663eb61bcb","formula_version":"titan-u-contract-v1","latency_ms":24.33191599999418,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030482337377528,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_138","prompt_sha256":"cbfec385c00fdef7cf87959590cfce25a07c2e4e3efb9a87e5684148910f3404","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"71fd3bf2e1751ff783c1dca9a27db7acd82b5224163070ae2164d1e6d5cebc47","formula_version":"titan-u-contract-v1","latency_ms":24.56004200001871,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_161","prompt_sha256":"3afc284125a3dc1f51ec7e307932ca22b2e5e18ca26132814c81f407b6cb9dd6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064098154688983},"components":{"alpha":1.0,"bonus":1.064098154688983,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064098154688983,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"5cdcb3a099aa068c8fb689a727dc2a3e4004d36ce70673bb936db77ec9476694","formula_version":"titan-u-contract-v1","latency_ms":23.24483299997837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307648213556495,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_228","prompt_sha256":"63730fe3ba6f013e981651348df9e02a3134a6a853acf16079c517f10c1e4947","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639455020112638},"components":{"alpha":1.0,"bonus":1.0639455020112638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639455020112638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4682,"eligible_count":122,"excluded_count":18,"feature_sha256":"cf5922dbee3ed297429e570fad0a1b422e9ff1636dba10f22ee90dd89c708705","formula_version":"titan-u-contract-v1","latency_ms":22.634958000026018,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306121686779304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_237","prompt_sha256":"87a5b4b3a9407f1c1c27e9148b69398583263ef1e09177807978644b3630efbe","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"d73682d4b68d2d6fd67205087a9d8bd8cd8aee26e1952666d3c1e49e7922b499","formula_version":"titan-u-contract-v1","latency_ms":22.169374999975844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_300","prompt_sha256":"5afbe1b25c64c5fdc339d52cfd0652dbe56d6b025307c381699986faf8f47b8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999544},"components":{"alpha":1.0,"bonus":1.0636836384999544,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999544,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3c3636a26170c160a7cd798418353c426be023379fc0d4f32d7ba94ccb23c97","formula_version":"titan-u-contract-v1","latency_ms":22.63779100002239,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030350305166621,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_321","prompt_sha256":"ab2208baea31809ac024f9d015b66c9f007a07b654fa2b6a3da26df33e0a4e00","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"69ba8f0ef272c3480ef08b4707b42b1d4001274c54fe457dd004366d45f49253","formula_version":"titan-u-contract-v1","latency_ms":21.721000000013646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_337","prompt_sha256":"6757ca660ab4a62f03a8edcdea49399c1f40b97ce02c3dc51f96409c3377b510","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108606},"components":{"alpha":1.0,"bonus":1.0638156707108606,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108606,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"32cb1b7badbc1faa2de28c37a11542f6707d47a0393c5584efb0c84261b8c040","formula_version":"titan-u-contract-v1","latency_ms":22.081500000012966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775271,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_343","prompt_sha256":"011de7c21b99ac91144b713660a3ecab5e2d12d899c282d9980af62cbbe9d166","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"79060b31e02cc79883bd0b8b539b1583582bcf4442eea50ae3f1447d5acde600","formula_version":"titan-u-contract-v1","latency_ms":22.377333000008548,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_403","prompt_sha256":"e93383f4f87d03d9588707181c123b31929dfee6e9a99129ced49dd14ec47dec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"59529b551def3d75a9749fb9572d4a01d969610633ce3aa6bb842f3931eee7ba","formula_version":"titan-u-contract-v1","latency_ms":23.705708000022696,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_412","prompt_sha256":"ee177f4fdd15685be94a10d3ceb66aa2e1a8fd28983f25c6486a3c2f7972d0b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"550b41fc9752d19141964901011577019b7740fac2723462a5b581e0f20b3eff","formula_version":"titan-u-contract-v1","latency_ms":21.93633300004194,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_431","prompt_sha256":"9eff065b352f7536c8358722a4c30620197623c0573185aa8fa5e4a277779afd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"984d92826faecb350e007f881b144e7bccfd352d2b952b5e9a70b6559a30feb5","formula_version":"titan-u-contract-v1","latency_ms":22.866458999999395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_445","prompt_sha256":"21b6be3ac4438442035259be00e9d3a1d328a0180907d325c012086a9ce647ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063601326273148},"components":{"alpha":1.0,"bonus":1.063601326273148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063601326273148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4560,"eligible_count":122,"excluded_count":18,"feature_sha256":"7eee5fb2a131d68f5cd504867645fe8cfe75c5cb34b0273e387b6118c282bff2","formula_version":"titan-u-contract-v1","latency_ms":24.636457999974937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302679929398146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_451","prompt_sha256":"e9583b403fe1b9feca4952357cffc13732bb46067e0119f106624055e2373dc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"9cf8bc015b150c09e572b2c832d0fe6b7ed3d6b58e75a74543ad31d2b0d4d9f8","formula_version":"titan-u-contract-v1","latency_ms":24.14083300004677,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_479","prompt_sha256":"bc6127401cee2a80441c60fa3ceb134e52c649629d5bc7220cb259a79756595e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063728881253348},"components":{"alpha":1.0,"bonus":1.063728881253348,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063728881253348,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"31a38c2fb3d2595a47fb37b47c705b1f65d8ffe95cf46ff5b9847aedf8e9ae57","formula_version":"titan-u-contract-v1","latency_ms":22.11141699996233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200146,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_491","prompt_sha256":"1939f69090d4e02688b504a4665e03d14405a45413ec99e6d930f514db208581","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898742},"components":{"alpha":1.0,"bonus":1.0637060250898742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"860de73957dea82103e62dc334c44b5d1427594ae9cac1a4095e4664e5ac3c38","formula_version":"titan-u-contract-v1","latency_ms":24.617832999979328,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_542","prompt_sha256":"e0044356856384295b0783ffc9b425b59c821a29163bf5c257a8f5da5b27d67f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"6cdfe12ed37846d7e2c51889832f287b22f6c6a619d5f7bf60027cae1abc673d","formula_version":"titan-u-contract-v1","latency_ms":24.03416599997854,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_553","prompt_sha256":"abf366976639a98384a6e5d433e53a3410dd96f35d299ae0cd619e18ca158725","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638533880427328},"components":{"alpha":1.0,"bonus":1.0638533880427328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638533880427328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"1204caee9896d88a4bd5e4d9fe8c0b8ed718fa9e8395b24fe80257b0d18b20ec","formula_version":"titan-u-contract-v1","latency_ms":24.186791999966317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093993,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_559","prompt_sha256":"5c9da56a40b2186b37ce310f16dc95a86857b50846b106d066c6e7d871fde661","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063925279331213},"components":{"alpha":1.0,"bonus":1.063925279331213,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063925279331213,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"85711acfd36c2a6403d9ad87af402053fcac3b1e633c847c57fcee34c2ab920d","formula_version":"titan-u-contract-v1","latency_ms":23.125457999981336,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978796,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_567","prompt_sha256":"5c58cda37d540776d4e0e0261de8028ea3fb621d03a3640f3d94f26a7255cf9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638033329756023},"components":{"alpha":1.0,"bonus":1.0638033329756023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638033329756023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"a1630db632f126996484f9bd7041607f7beb67ecb477290131db0aabf1254207","formula_version":"titan-u-contract-v1","latency_ms":23.082665999993424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_590","prompt_sha256":"091cc5b8b63fa7f7be7d94fb7625e68489b9daad7b448758df45a5f3ac3e0e33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"c41e12f35df3594f00cb7266569a29d4b7a32f89e2d6882f76c2167c29292cc1","formula_version":"titan-u-contract-v1","latency_ms":22.227832999988095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_605","prompt_sha256":"aff991e6b81310d3e91213681ff4165672a4c84a0f2cb7652b60fa06fe7a0612","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"84de00a8b34599abbbfabb305243fa05fc39d016993c12aff7a366edd83c5da9","formula_version":"titan-u-contract-v1","latency_ms":22.05429200000708,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_628","prompt_sha256":"4e2d1260ed24bc5f38bd6093984496db29160cacf64afbdece6cfbb9f0905140","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"e105ea6579012917f65cdb52decc07fd094566f9621a4f87c1e85f469cfbeb23","formula_version":"titan-u-contract-v1","latency_ms":22.258374999978514,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_659","prompt_sha256":"a006232b16911a550fa5f45889c2fd2742d341efdd2b582ebd9cb1c972752bc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"b804bd82c34eb08acc4e718b9a8fe83279909e6af843322f954d06852334f7e0","formula_version":"titan-u-contract-v1","latency_ms":21.68812499996875,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_681","prompt_sha256":"4d601a4c5d57194359885ee3e28f211e06ff09d32f4f0601b1c9d51f799037e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530832},"components":{"alpha":1.0,"bonus":1.0637670239530832,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530832,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4621,"eligible_count":122,"excluded_count":18,"feature_sha256":"c557fc542d041950e903048cef5f82820455635d3107c111f8dd7d86dcaac97f","formula_version":"titan-u-contract-v1","latency_ms":22.657625000022108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197498,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_728","prompt_sha256":"de1f37fef4c550a3924b1331572c8febdcbc367a8e771ee4dc71c1dc065df53f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063773002101482},"components":{"alpha":1.0,"bonus":1.063773002101482,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063773002101482,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"36af28189fbb1cfb3bed6d836815743ec17c3a097a44d1bf84e6e1afa3abc318","formula_version":"titan-u-contract-v1","latency_ms":22.04308300002822,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681485,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_763","prompt_sha256":"55d230aec2201fe1455a681a7756730e7a5a56541a4ebec862fac19882be90b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481332},"components":{"alpha":1.0,"bonus":1.0639659886481332,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481332,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e893dbb8ceb3ab9f244e600cdb7e12d391cd53d3c7dde4bc48e52f0aca522d4","formula_version":"titan-u-contract-v1","latency_ms":22.252833000038663,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553147998,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_771","prompt_sha256":"74ebdc2cc2fe29056d6f62c4666e13abd53385c852013f7a118fff61e2a0e408","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b39bcdb58d69ba052693b0e53c81fea98e9c96d70a75de07fd9d60e0093bdc6","formula_version":"titan-u-contract-v1","latency_ms":22.136875000001055,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_780","prompt_sha256":"e6e594d007cf4b30e7fd9f3ff7888f949d3d19de17b81265376371759f0da106","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"fefe354ae9eb980f3638cd16a4f6905d1fa075aa367185a7c404e27a4f9b983d","formula_version":"titan-u-contract-v1","latency_ms":22.1425409999938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_811","prompt_sha256":"6d52854710fa2af089e242144fb1072b9f37f5a2db395b222e94ad0f7e4141ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4594,"eligible_count":122,"excluded_count":18,"feature_sha256":"f6b65e9a304118f60e0c0b313d587025619fd0ecc613d9a1236a1a4a5caec654","formula_version":"titan-u-contract-v1","latency_ms":24.249915999973837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_829","prompt_sha256":"19922cac07191021632be5f717a3abdfe12110101d7e55592e5d0d35eebf54a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"5af1795f0b15ec4d6cf31abce5881bb6845a28b7404e396b0071667b9dc35651","formula_version":"titan-u-contract-v1","latency_ms":23.042166999971414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_881","prompt_sha256":"9a5315c6af1b2b05fd1cb446c44d298249dfa3e24c26405f8bad495c0b2fbb6a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc5b91b75ad44dc477c1fe21f9aae0fef32c1931b5fbcac2531f56115cf7c6b4","formula_version":"titan-u-contract-v1","latency_ms":22.771875000046293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_891","prompt_sha256":"e268ae5e595b8eb08c2d14da4b347d480a5f1ef7f81087728a1d70ba13199187","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4627,"eligible_count":122,"excluded_count":18,"feature_sha256":"547b22d06a56b43c5cc2d1e5141f360dab2eeeccf27f5734327294d108b96fb0","formula_version":"titan-u-contract-v1","latency_ms":22.571125000013126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_898","prompt_sha256":"81770d143c9c37412513b874f302d2d1866eacb502d218027578e1a94da3137a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"88224019f6f868e8d89f77d63ddc6f00bd3b99fe0991049ff5c84dc475dddbf1","formula_version":"titan-u-contract-v1","latency_ms":23.359999999968295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_906","prompt_sha256":"b36dc6c59b1fe96e91350451917d8a5efe1d2cdac34d5acf0fe6b63cbe77ae5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7f85733526f55f7cae4758b07b5b77a08060a89c0858f475608d0095934a375","formula_version":"titan-u-contract-v1","latency_ms":23.69733399996221,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_920","prompt_sha256":"6ecebc337b429651750c5f37223e75b742ce6f352ae58cd58e8bd68d2b005c66","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630456},"components":{"alpha":1.0,"bonus":1.0638954402630456,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630456,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce3f2ed2a329586d01a5f16f6390cfe06c92f4261f3c5ed63b4b354fe70cee6e","formula_version":"titan-u-contract-v1","latency_ms":24.577333000024737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1042","prompt_sha256":"594e3214b1deec5dfa9f0ffea263b8cf4aa5f18516a379bc0c8b9053c9204141","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089874},"components":{"alpha":1.0,"bonus":1.063706025089874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2d4acace1b798a384bbe08a9c62c0e2a3180f482d69970e321014701a7bed10","formula_version":"titan-u-contract-v1","latency_ms":23.586500000021715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1055","prompt_sha256":"fde68f2b747726d559e8d78ec2cbb4694a20ec70c649b3b04a0212573d7b5fc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"8849d045edcaf9965c0325a5265f07307d6897a4a09ecf3acc7b45ec77614b81","formula_version":"titan-u-contract-v1","latency_ms":22.997250000003078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1074","prompt_sha256":"26f3d0a9abfe8e4ca0acbd4ba598023f653ef11b7754cccd9e090284571e7bc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"783afaa97caa5f2e85d6e2ae7d2b16907e6a860886ea57d33bde9acfdbb51afd","formula_version":"titan-u-contract-v1","latency_ms":22.520458000030885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1098","prompt_sha256":"3d0bd698d5fd91ba595acf8b6e4e146371e59830c30e9462d8a27b08fc399f10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639937147370748},"components":{"alpha":1.0,"bonus":1.0639937147370748,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639937147370748,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"6802adfc7a85494b4f4d8604737ca4d1338404d541587a72ce98f4b69f01ed42","formula_version":"titan-u-contract-v1","latency_ms":22.94708299996273,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037414,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1122","prompt_sha256":"1c9295860865318e3a139353c7cad8c3dbbcf91fd96b272da592e02973883ea5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e79b6acc89812fdc9beb5ee6296be3c9a557c4664ad4b954512074f4b04d544","formula_version":"titan-u-contract-v1","latency_ms":21.65958400001955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1170","prompt_sha256":"5be4dffe6b6b39af9e3ca869edb8991da01e3faf7add56a8282263cbe5fd1116","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"96d71b10c7135531647e7f0e86c147763579f115c897bf2f344115ad3f104358","formula_version":"titan-u-contract-v1","latency_ms":22.935207999978502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1194","prompt_sha256":"99719115fea78e644e63d37d365d6c2120dc07cf9e7e8a976459f3162452d5b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4e8e857cf723fceae24ad48ccea85570686eb27a8a54202c97470076382b2ca","formula_version":"titan-u-contract-v1","latency_ms":21.000666999952955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1205","prompt_sha256":"c6bf93d21e31c5a9562c0901f4a21c74220b3aac6e5c8bf67bdfdb132934c0e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093928},"components":{"alpha":1.0,"bonus":1.0637116951093928,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093928,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"951c48b7bd84fc006936d57e77843274b3ad4582b3d2431c0b0498823e4c4603","formula_version":"titan-u-contract-v1","latency_ms":21.929791999980353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760593,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1210","prompt_sha256":"ae1f6210ce0b66e60eece33f2fae07db385f2cc5d6e8db69286584f1a32dbbba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4607,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b0e1b92a2bce2b076fe154901314f30b34abaf803c617760a3be1664bcaec56","formula_version":"titan-u-contract-v1","latency_ms":22.082875000023705,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1215","prompt_sha256":"87b79458485eef7862b47a6b4a450e6a19298362cab61338315067abb7385fed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642886268536371},"components":{"alpha":1.0,"bonus":1.0642886268536371,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642886268536371,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4774,"eligible_count":122,"excluded_count":18,"feature_sha256":"b40b9c6163277f3dbae299de9d41d529e2a4d57a021f68750a4ed71c66a32e23","formula_version":"titan-u-contract-v1","latency_ms":22.697041999947487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309552935203037,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1225","prompt_sha256":"7daaf592ccb9bd843b923d74798b6d5f7d83c78a8206d96e142db9adfd7b17a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"d7aefba5b0ecf62f1ed40175704f6535788c802259c98e7f6598946955d298c9","formula_version":"titan-u-contract-v1","latency_ms":22.229832999983046,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1235","prompt_sha256":"2666ef2f8607294414b6b67ae217b051f91c83ef8d3794d3521250cc6709e7bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089875},"components":{"alpha":1.0,"bonus":1.063706025089875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b0bf18b6d11129ddfb07601789ecf04fadd53e9d4147e12cf552dbd685f3ffc","formula_version":"titan-u-contract-v1","latency_ms":22.04766599999175,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1253","prompt_sha256":"11d01bb2d2f2078432e4f12f494b4ee45239d946edc5e27447a4ead5b743b8e3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"7af38a082f672dcd5082e7ebd5e6fe4a20520ad0aa78409adce9cb2185b4a47c","formula_version":"titan-u-contract-v1","latency_ms":21.759833999965394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1263","prompt_sha256":"9ed969b7c1333a3d8ffc0741d3d8d6c5b76e4936ec4c3b1e8c32841500d5b909","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638156707108612},"components":{"alpha":1.0,"bonus":1.0638156707108612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638156707108612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"9da80d799f95fac2bb96c85db63b34ffb0e1c00e1632fe66976f31984a7c15f8","formula_version":"titan-u-contract-v1","latency_ms":23.263459000020248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304823373775278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1283","prompt_sha256":"66e1b9ff7539b87b9605fdf023f04fbb002effbb48f4eef123340a07fc36c3ed","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b669c1c97c19ed6119a86ddd166b085f82675c8eedb85a9542fb157a3312160","formula_version":"titan-u-contract-v1","latency_ms":23.71437499999729,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1349","prompt_sha256":"18bb92e9e20710438a08e896852ebbee4ce37f3a1a79300be8390bd43d1a6525","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"b9dac5324e632476a2fdd44a2b7a5f992dfe53160aa04b49464d5b653a99a719","formula_version":"titan-u-contract-v1","latency_ms":22.78741700001774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1430","prompt_sha256":"672a3f9df95dffb6622bd9078f60158bdda0bc352e56ecf0e29c01c8a35a2cff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063986739226575},"components":{"alpha":1.0,"bonus":1.063986739226575,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063986739226575,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4688,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f3340ab9c402c46901d077d265504bb851e1c4a50dd8338130c435d73ed17ef","formula_version":"titan-u-contract-v1","latency_ms":23.57220800001869,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932415,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1461","prompt_sha256":"319c83b0065a39d8f0d0c69215a6f047b2505b337af342f340f15f2713c2aef0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281296},"components":{"alpha":1.0,"bonus":1.0638250010281296,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281296,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3e39f6c65b8bdf8b776459dc332479d40c8490fbec267ef258a319fab8f0a91","formula_version":"titan-u-contract-v1","latency_ms":27.22937499999034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947962,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1479","prompt_sha256":"baa3f9bbf1371641e85e37b104d40225b3e13162d53d0350d3a223681d724ca5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642403540789083},"components":{"alpha":1.0,"bonus":1.0642403540789083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642403540789083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4760,"eligible_count":122,"excluded_count":18,"feature_sha256":"7914e1abbd7c8fd40195751a1495d5157c629337539acb8c9549df29814294fb","formula_version":"titan-u-contract-v1","latency_ms":22.324040999990302,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309070207455748,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1485","prompt_sha256":"db6f8516009f5f0d209f8e66851ea3ccd460a494a6f1f3123fd9ca896630971c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"2dc79178eb5adb84e9323872b860ec502b468859ce4016bd13489ef0cc161e25","formula_version":"titan-u-contract-v1","latency_ms":23.78750000002583,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1489","prompt_sha256":"e18ddf083fc9238715c8b4dfc4da65ad18eec2647b29f31ef7da1e5f0c788828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063776002179265},"components":{"alpha":1.0,"bonus":1.063776002179265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063776002179265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4626,"eligible_count":122,"excluded_count":18,"feature_sha256":"6b28d51fd02e8eff3d5a2daf9c1cf4e728501285f819ed575bebf7e975f01be6","formula_version":"titan-u-contract-v1","latency_ms":23.338583999986895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1500","prompt_sha256":"55ab344a3c1ff86e9fe468efa591eee22f30799cc54a99a4e14a71de1b25ccb5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640760406627434},"components":{"alpha":1.0,"bonus":1.0640760406627434,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640760406627434,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"2191f173f2cb8d1a7963b11859e750365710e87857b2dbc6cd1ba297b9c37d96","formula_version":"titan-u-contract-v1","latency_ms":22.004333000040788,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03074270732941,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1518","prompt_sha256":"648caa003d61fe611a8bd73350d09191344d8ad40df0f02c25576159b93b2896","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638502045929679},"components":{"alpha":1.0,"bonus":1.0638502045929679,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638502045929679,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"bcdeffb6fc13f08b063e87be2c4734800990e4530bf95cb1cf34a1de229097cf","formula_version":"titan-u-contract-v1","latency_ms":21.72708400001966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596344,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1542","prompt_sha256":"57802aee3dabe9c2063ef39b3f669cda65c0f4dadf2225b8131daf62cfe66b5b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"f35fec0af227974d7addcaafd6796ef30db57b38d9d5ec977d928cacdc8a7c94","formula_version":"titan-u-contract-v1","latency_ms":24.383000000000266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1546","prompt_sha256":"3e1c69d5a4fee55740744973e52e8a7602c49291114b6e86e84226ae5de76fdf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064036183595276},"components":{"alpha":1.0,"bonus":1.064036183595276,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064036183595276,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"d951de321eee4a572ba16182b3ac61b8455cc9902ebd692b6b01148fefac1652","formula_version":"titan-u-contract-v1","latency_ms":23.231167000005826,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307028502619426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1575","prompt_sha256":"9542c6b8e652312cc7a28dedde957d14f6207c92e1025ad066491780107026db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4696,"eligible_count":122,"excluded_count":18,"feature_sha256":"6496da55ec960930457e8526d7f0c7a1c37f422122ba0d15c5842ff1df8db611","formula_version":"titan-u-contract-v1","latency_ms":23.797542000011163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1581","prompt_sha256":"f0f2ef28ed12b07c649cc26cf216f5a2c50563e172ffd53eac35abb17e2d71f5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"7352b28103201b27b0b05a92a2e1795173d3bd692687653b7285463a29dd5457","formula_version":"titan-u-contract-v1","latency_ms":28.112000000021453,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1592","prompt_sha256":"719b544176adeec0d459ec708c30c0b6732d16ccbca8ef155cc804e1bdeb3b3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4700,"eligible_count":122,"excluded_count":18,"feature_sha256":"babede1711cfa83d0a994725d0521365d180dac3d5d5d70cb073ccf2cd6469a8","formula_version":"titan-u-contract-v1","latency_ms":23.119334000000435,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1596","prompt_sha256":"140265b0ab34b70014760d1ae6a7bf2b55c64a6637352206f14d965dbb896cbb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064384097876561},"components":{"alpha":1.0,"bonus":1.064384097876561,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064384097876561,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4791,"eligible_count":122,"excluded_count":18,"feature_sha256":"9efb373e5a097b12cc1734177b90bd22b3012e13a0ad55121ac9118b8f5e37b1","formula_version":"titan-u-contract-v1","latency_ms":23.949208999965776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310507645432276,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1610","prompt_sha256":"90f0eb83a16d426053830cc78e9d11b0a72f2062076fe6c002ed0782bca7ee7b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118964},"components":{"alpha":1.0,"bonus":1.0641018660118964,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118964,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4724,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb6851f038c27318e3bdb7bd29a52cf6a8bd7de06c50486e6711f9fdd5f439d4","formula_version":"titan-u-contract-v1","latency_ms":24.39154200004623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030768532678563,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1627","prompt_sha256":"123257c9d6be914686e3d781d428bdd2bda7157cbff2b54a1920e0ead6845337","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638250010281298},"components":{"alpha":1.0,"bonus":1.0638250010281298,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638250010281298,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"906d6369381f9d2155c0d2d7fd6e1839b8a24f3f8733adfd680f7e74476f8780","formula_version":"titan-u-contract-v1","latency_ms":22.836707999999817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947964,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1645","prompt_sha256":"5a0d985b1836bb1beb7925ee04d110a3d669f85d1ed0ffc6631190392771fb79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638094871733377},"components":{"alpha":1.0,"bonus":1.0638094871733377,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638094871733377,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"7374a5a02393e8f7b571cc0ccc3e02e2cb553fc897011a4b818999ea1dc08c3d","formula_version":"titan-u-contract-v1","latency_ms":25.8933339999885,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400042,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1734","prompt_sha256":"c37bbfecf39f1a15ff8d50a7c1735dc238d8c360862da38a57c010c9577778af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"13b6bea6a567e1e0fe5dcbd95143f45dc4660c63f3c05fab5c756f6141dc2fef","formula_version":"titan-u-contract-v1","latency_ms":24.290624999991905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1742","prompt_sha256":"6d99999bdb8b5d64719ce86632181ba00cb0f7780a12305dffb1fce8f696bc1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"071ac6d1c7afb545120307bb6ca4d4fc28bd68006bae4b15c4c59d6cb2eceb55","formula_version":"titan-u-contract-v1","latency_ms":29.13991699995222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1750","prompt_sha256":"c7adfce94535c8162480d22a4bf98395ea2d8ab2b87f0eeda6433297aed6a43a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"c20c0b2454ebea2ea21cfbc764457eff64da9155e4c3b73bbeaf302aaf07074d","formula_version":"titan-u-contract-v1","latency_ms":23.966916000006222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1751","prompt_sha256":"f573fe94d1a7dd7a34db25e76e9589bc5c0a475484a9aace5388d51dcb378b8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4710,"eligible_count":122,"excluded_count":18,"feature_sha256":"541ba3901252741ab46008072b05cb31634b46a45de349ea566c117aa1012c72","formula_version":"titan-u-contract-v1","latency_ms":25.962749999962398,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1780","prompt_sha256":"8cfadf78c05b385c238df79f1ced41d955181d0ef2b11281eb8ce6307c83c381","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063948898120817},"components":{"alpha":1.0,"bonus":1.063948898120817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063948898120817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4679,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffcf9dea99c062a21b8f395f8ae26d6c86fefaa2aa12bab7fc813aa32d1a1c67","formula_version":"titan-u-contract-v1","latency_ms":24.97645799996917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1784","prompt_sha256":"2ed1a1de2ee4212a073322c659a129608b4be6060aecc8a05ba286bbdf151291","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"e35c5fa9435f804923c3eda2d0aba625ffc4ee13a6508697ea5dd8a14844c8c3","formula_version":"titan-u-contract-v1","latency_ms":24.743417000024692,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1787","prompt_sha256":"9149c792499d93dac734afcc8638a221a860063653f4b72f56e9ec9cdfe52029","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497732},"components":{"alpha":1.0,"bonus":1.0636698853497732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ac7b94e578d286ee3b5a0a35060909cff4d18fd87a8b186ee8040c180bcc8c5","formula_version":"titan-u-contract-v1","latency_ms":24.05912499995111,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303365520164398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1795","prompt_sha256":"338b53c282ab3685f4f75056d41cfae624642da8be50295fa9e3da62fa5e30ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"69e342265491b041a05600398f9a26a86cd0cb5f7b244156d5364a629594f53a","formula_version":"titan-u-contract-v1","latency_ms":24.627124999994976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1803","prompt_sha256":"b8435808026f90bb3919859054eb195df4a878e7a0eadc8a67f5bac0d43683b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"f4d8bb0fe2b2aee3689b5e1448b34b15028dd84cc71719475fb0855f64d3454f","formula_version":"titan-u-contract-v1","latency_ms":22.47237500000665,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1820","prompt_sha256":"888fc15589a2ce96f4eb18080bfa7e915980f5a9ca617c3aa99b475f2f1a2896","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7f304c9835294caa1f6fbd508be2165c1cba3dcb0147990a5babd11e9d124fd","formula_version":"titan-u-contract-v1","latency_ms":21.714250000002266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1833","prompt_sha256":"40bf3e63b4229c4da2c700de3d0369cee019f5a7e38c3a7664c0b63e2e8f74ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898742},"components":{"alpha":1.0,"bonus":1.0637060250898742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab2e69534606c6014c0e1a855cfb9421b9b32ec94dfeb55ef3378a100a0d15f7","formula_version":"titan-u-contract-v1","latency_ms":21.289042000034897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1856","prompt_sha256":"e70a0ebfa7013800c49fb3bd3a103edd606afb85c1c5718d6778feeacb51919f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015814},"components":{"alpha":1.0,"bonus":1.0638856259015814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c865083895939e88afa170dc817e776f8e120398efaf31d58e0b909075f5d11","formula_version":"titan-u-contract-v1","latency_ms":21.63887500000783,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030552292568248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1879","prompt_sha256":"b6a8960d85629c30d0a2c97a03fa2b69216581a500cd8aeb9e95119f936c67cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"119dd29858941e790ac564f00192b7698976834b5c6cc2ff105236b785294d7a","formula_version":"titan-u-contract-v1","latency_ms":23.343500000009954,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Literature_1893","prompt_sha256":"8509da4adc51556d274225b1c001675d85f7ca7b7dce61718ddca9790fb72d71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634599523783206},"components":{"alpha":1.0,"bonus":1.0634599523783206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634599523783206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4499,"eligible_count":122,"excluded_count":18,"feature_sha256":"78280907942f6d87f3c37356a74d1ddf2559d0a7c9d4a62d042069c5d1a6d947","formula_version":"titan-u-contract-v1","latency_ms":24.182125000038468,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301266190449871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_0","prompt_sha256":"4b43d1b280ad194ffec3a9c4ea7d5b2335e40edbe594da391d6cb5aa826d745c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634834272333538},"components":{"alpha":1.0,"bonus":1.0634834272333538,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634834272333538,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4510,"eligible_count":122,"excluded_count":18,"feature_sha256":"d925cf614dcdf85bea77f9b1ef00540fd203a16e30ba993bfbe012fea65b37f1","formula_version":"titan-u-contract-v1","latency_ms":24.120832999983577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301500939000203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_3","prompt_sha256":"5194f2ea2f12ce8203dbe927e1baf4307c708caa536c4084c00ff4d15598c72b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462526},"components":{"alpha":1.0,"bonus":1.0634812564462526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"895d83862046d1db5c44d915db1861bebc5bf677805c3ffc645648aa9d731055","formula_version":"titan-u-contract-v1","latency_ms":20.682958000008966,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301479231129191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_4","prompt_sha256":"b7c3309cccf6eb8a83ff20563102bbe270d062d36cae61974a76f43d1bd45d1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462526},"components":{"alpha":1.0,"bonus":1.0634812564462526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"abd51b5fbdb765adccf324016ec6ec734d838cd4ae7c2489d2f08942d6238e36","formula_version":"titan-u-contract-v1","latency_ms":27.10991600002899,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301479231129191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_5","prompt_sha256":"6457749dfeb6d560b929f1c995cf5801079bd58db7473452d76a3c8d759dd50c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462526},"components":{"alpha":1.0,"bonus":1.0634812564462526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"1b8a0c60a91a06543a75716f392c24568f881fe8dc3f094fae1ad429cd47495c","formula_version":"titan-u-contract-v1","latency_ms":22.890625000002274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301479231129191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_6","prompt_sha256":"58a7b2297a8bcbea5b8f89d087472367f9175767983bbbc330b9bacd148a309d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634599523783206},"components":{"alpha":1.0,"bonus":1.0634599523783206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634599523783206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4499,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bb6a6b4e969cec6fcd91a7f9cf9441ec81dde67622f90f3a8e94781c2d6dc86","formula_version":"titan-u-contract-v1","latency_ms":23.188249999975596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301266190449871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_7","prompt_sha256":"29cccea16fdb8b78194d82763d4c42f9c71405e1fe2f82992510b4384f9480d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634705126377506},"components":{"alpha":1.0,"bonus":1.0634705126377506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634705126377506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4504,"eligible_count":122,"excluded_count":18,"feature_sha256":"81ece66cfa3f1c0613f3a9f32e44e99946d3ff28b680920738c264862ea5ef59","formula_version":"titan-u-contract-v1","latency_ms":23.009833000003255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301371793044172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_8","prompt_sha256":"22ecebff91786a172d4ea3f2e02a4ded75750c3475832f2e9b0c7af610109c7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634943912933907},"components":{"alpha":1.0,"bonus":1.0634943912933907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634943912933907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4515,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ee8e032785494ddad013f60bcfc8df09ceb72e7a0c8e1e86887294d7bf9d281","formula_version":"titan-u-contract-v1","latency_ms":22.670500000003813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301610579600573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_9","prompt_sha256":"30dd33f8ec961d548adbe599a0d00ef46d5243fbff6e215db1c65ec173f87428","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063462049746017},"components":{"alpha":1.0,"bonus":1.063462049746017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063462049746017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4500,"eligible_count":122,"excluded_count":18,"feature_sha256":"3685454e7174c204121c73afa69e4ccf91fb81b7492061e38572bae4f5f4df02","formula_version":"titan-u-contract-v1","latency_ms":23.24308300001121,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301287164126836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_10","prompt_sha256":"b2d50a3eaf85b712fcc789fad57c06f572418d8d73df206c0a36a91aecdfaa1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634705126377506},"components":{"alpha":1.0,"bonus":1.0634705126377506,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634705126377506,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4504,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a04731ec8e52392e92529781d167f2028aa71270ab0a29c9b3c557517d8974d","formula_version":"titan-u-contract-v1","latency_ms":21.945166999955745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301371793044172,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_11","prompt_sha256":"81073253e6a27ecb8d2baed01e8ad233b8d71f04c8af82b33ac24563d749318d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634683859017624},"components":{"alpha":1.0,"bonus":1.0634683859017624,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634683859017624,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4503,"eligible_count":122,"excluded_count":18,"feature_sha256":"95b254a6a79a0436a9c9635c760328ffcf8cbee9a2fcaa033360a901e392ad65","formula_version":"titan-u-contract-v1","latency_ms":23.348082999973485,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030135052568429,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_12","prompt_sha256":"78464fa4c779016fbdc21061357425f85fa726ad2840c031f64b1ef5bdf5034a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634599523783206},"components":{"alpha":1.0,"bonus":1.0634599523783206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634599523783206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4499,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f84b9c09a9baa7e1c64f18ac4738fde6f50750cf39f7fdf43bd2801ef9d270f","formula_version":"titan-u-contract-v1","latency_ms":23.7589999999841,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301266190449871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_13","prompt_sha256":"00cef717d2e64dae69a9632fa2ac6260f23b3a2b021c6cdb77b767ca0fb3b877","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634966061299866},"components":{"alpha":1.0,"bonus":1.0634966061299866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634966061299866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4516,"eligible_count":122,"excluded_count":18,"feature_sha256":"e82ec0210158352aaf5f48fce5408788cab8069fb3ef4bbbe6ec1b86d110f400","formula_version":"titan-u-contract-v1","latency_ms":25.444791999973404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301632727966532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_14","prompt_sha256":"323efe390caba388fef664e9106b35cf284770fcdc56f01682b6a8ff59255269","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634578623528061},"components":{"alpha":1.0,"bonus":1.0634578623528061,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634578623528061,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4498,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d2ba0c4e40081c29ccf4d85bbddc8f27c1652eb8513e0bb640cc8250a0e127e","formula_version":"titan-u-contract-v1","latency_ms":24.8278749999713,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301245290194727,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_15","prompt_sha256":"ab2ff6ec5921fff6de5b0096d8aad3cd8b6579d9657a533d766b5832e6e28082","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634856053621504},"components":{"alpha":1.0,"bonus":1.0634856053621504,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634856053621504,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4511,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1f1f9307085fae6683d8849bd88127ddd5c6a3f685c939d7692c5f088b5ae88","formula_version":"titan-u-contract-v1","latency_ms":22.637457999962862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030152272028817,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_16","prompt_sha256":"425695bd3765c53b201cc763bb52be4f460fc57bb37ec37e310bc311c1338a14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635010578274005},"components":{"alpha":1.0,"bonus":1.0635010578274005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635010578274005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4518,"eligible_count":122,"excluded_count":18,"feature_sha256":"5eddde196ae875d0c079f60347d6f554753d8e44e15707b9a4f0729f60a42dcf","formula_version":"titan-u-contract-v1","latency_ms":22.616957999957776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030167724494067,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_17","prompt_sha256":"75c324741f23d46fe3eb54608d46d622b1a093f98f749ca4ea9eff832a336be1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635055388901375},"components":{"alpha":1.0,"bonus":1.0635055388901375,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635055388901375,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4520,"eligible_count":122,"excluded_count":18,"feature_sha256":"58da8cf4b1dd15f44bd53cfeb5f81929e0e41c2d141a8b42c69b1838d5682de3","formula_version":"titan-u-contract-v1","latency_ms":23.100875000011456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030172205556804,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_18","prompt_sha256":"739a171559a35aaeda35e537facc77fa86292df20116d21eea409fabbda19d63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634834272333535},"components":{"alpha":1.0,"bonus":1.0634834272333535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634834272333535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4510,"eligible_count":122,"excluded_count":18,"feature_sha256":"06c7c3a85fed7b112e5cc7a81cf6bacf22349734e0fa142a1ea4606c978a32e8","formula_version":"titan-u-contract-v1","latency_ms":22.13187500001368,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03015009390002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_19","prompt_sha256":"1449057e03e4cfea42c0cbd1bd351ebd6794c439354e11a6fa005931eb107595","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634578623528061},"components":{"alpha":1.0,"bonus":1.0634578623528061,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634578623528061,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4498,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2d1c354cbc108369dfc09fb09f6379af9acbf0c99f813068ff71be9c930817a","formula_version":"titan-u-contract-v1","latency_ms":24.06933399998934,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301245290194727,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_20","prompt_sha256":"525dcf8b3fe376b191de5b2863176ceab69ae4882535629c3fc1e29d101bd97f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634966061299866},"components":{"alpha":1.0,"bonus":1.0634966061299866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634966061299866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4516,"eligible_count":122,"excluded_count":18,"feature_sha256":"a49baf7eaaa65c69f6d27397e148f1cbc6d1fa4d96b9c77a9ee356d1a585d371","formula_version":"titan-u-contract-v1","latency_ms":22.162084000001414,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301632727966532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_21","prompt_sha256":"505ef5d5496c867bbd40fd127624eb7f090c647a8f9efb96311222b4c261cde3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634662665077814},"components":{"alpha":1.0,"bonus":1.0634662665077814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634662665077814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4502,"eligible_count":122,"excluded_count":18,"feature_sha256":"10e0445f8508b37d51f688fbbfd0e7d0555797feef213b4d31f188f1ea62866f","formula_version":"titan-u-contract-v1","latency_ms":24.6110000000499,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030132933174448,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_22","prompt_sha256":"0dc619742bdccbf16cad88737e6d8fd97962a4a2c0077cfdad3f047908b305b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634834272333535},"components":{"alpha":1.0,"bonus":1.0634834272333535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634834272333535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4510,"eligible_count":122,"excluded_count":18,"feature_sha256":"588edfc55f74a582f0ea0cd567d818d006a6483b8ac56ee431762f3003f7f009","formula_version":"titan-u-contract-v1","latency_ms":21.31625000004078,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03015009390002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_23","prompt_sha256":"b093bd439ae113f6f75549c7cc64ea54fecd11792d5f1ecd427065d7d97aa834","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635010578274005},"components":{"alpha":1.0,"bonus":1.0635010578274005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635010578274005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4518,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ccbe74f61a17c754e6cda9529c4a53a7a8e3ac32c2958d227c00a3fd1a7d40d","formula_version":"titan-u-contract-v1","latency_ms":21.915042000046014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030167724494067,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_24","prompt_sha256":"ba07cfeab379c1723a759543cc12be35ff90e4c625fc83f86328225b9f2f62b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634921837982638},"components":{"alpha":1.0,"bonus":1.0634921837982638,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634921837982638,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4514,"eligible_count":122,"excluded_count":18,"feature_sha256":"58680e182b81edbf66e0ff755981a246db1818cb13f9f1d7ae882c28b476c81e","formula_version":"titan-u-contract-v1","latency_ms":22.69895799997812,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301588504649304,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_25","prompt_sha256":"6207c43c8d71ea3b260af27ce227e39fb072fe9cb2ae64da0a5a2889232e2906","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063462049746017},"components":{"alpha":1.0,"bonus":1.063462049746017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063462049746017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4500,"eligible_count":122,"excluded_count":18,"feature_sha256":"16d80bc8564a9ace317bea1e6925a689adb5518bfe51d0c1cbea96e0006599e5","formula_version":"titan-u-contract-v1","latency_ms":22.201250000023265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301287164126836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_26","prompt_sha256":"7aae227c54f251cabf83be692309e176b13579fa9693b6fb584dd3e846a374c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635100493178236},"components":{"alpha":1.0,"bonus":1.0635100493178236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635100493178236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4522,"eligible_count":122,"excluded_count":18,"feature_sha256":"fffee7166c0a478d76a4bb9de1b41ea300ed43b7594e6a77a95add2261bf8d95","formula_version":"titan-u-contract-v1","latency_ms":22.804249999978765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301767159844901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_29","prompt_sha256":"5d94a2022d753732760b427c13880f40d2e61d519ec27c84924f368a38916951","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634662665077814},"components":{"alpha":1.0,"bonus":1.0634662665077814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634662665077814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4502,"eligible_count":122,"excluded_count":18,"feature_sha256":"37837d528299d2355e6cd2db8801af8b56f24a989db5a04ddf706739b70b3d02","formula_version":"titan-u-contract-v1","latency_ms":22.196542000017416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030132933174448,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_30","prompt_sha256":"8249c1e67fd2d849364baa6e8c74ce120c5b609d51b76be27eb2af4f3fbeb8da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063462049746017},"components":{"alpha":1.0,"bonus":1.063462049746017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063462049746017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4500,"eligible_count":122,"excluded_count":18,"feature_sha256":"d44f1cb75b26a8727e6931865ecba8b577835b8efd17dfca3ad6705161378352","formula_version":"titan-u-contract-v1","latency_ms":22.18362500002513,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301287164126836,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_31","prompt_sha256":"510d0d73dcf45a052441bfa3d2f93651aa970b98470e57cc2500c510fedf58f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063476936897317},"components":{"alpha":1.0,"bonus":1.063476936897317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063476936897317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4507,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c67c689de7ad5512e9a6ced9bba91732350a7ee600c697c034ca8d49bba210f","formula_version":"titan-u-contract-v1","latency_ms":22.041624999985743,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301436035639835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_32","prompt_sha256":"f9e89096cec6de724da73899cd3b750cbfda6fed28c4efb4c37179ca316c2e19","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634599523783206},"components":{"alpha":1.0,"bonus":1.0634599523783206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634599523783206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4499,"eligible_count":122,"excluded_count":18,"feature_sha256":"480762d6fab117bf0e95666e3141787fb5993d1203473cfc1fb07f1104dd630f","formula_version":"titan-u-contract-v1","latency_ms":21.458708000011484,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301266190449871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_33","prompt_sha256":"e9e0643e84bb1e553f5d5c3d8e57741cb6a8d2293cfa8876f75857cb20ac7924","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635077904333847},"components":{"alpha":1.0,"bonus":1.0635077904333847,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635077904333847,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4521,"eligible_count":122,"excluded_count":18,"feature_sha256":"aacdbdcabfd686585e5912b040620621e1bb2ed58c917efae78ab1d71b869b14","formula_version":"titan-u-contract-v1","latency_ms":22.71045800000593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301744571000513,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_34","prompt_sha256":"0d76ece98bffc8277d8e18f8b5d37d945cb8bfc303192e041f88bfba4b40f336","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634578623528061},"components":{"alpha":1.0,"bonus":1.0634578623528061,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634578623528061,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4498,"eligible_count":122,"excluded_count":18,"feature_sha256":"68b2fdb56794ecccaf129e58ea08c54add5cfd88370430354445daf62b1096e4","formula_version":"titan-u-contract-v1","latency_ms":21.84629200002064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301245290194727,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_35","prompt_sha256":"bca170cfa82e221ff0f3e616d79a2591e289b775b53c574ba74926fb7d82ea63","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634877908325981},"components":{"alpha":1.0,"bonus":1.0634877908325981,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634877908325981,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4512,"eligible_count":122,"excluded_count":18,"feature_sha256":"e66fe6883349fea95ddab5373e101a62ab40e9b973c026aaaa729f267f78aa9d","formula_version":"titan-u-contract-v1","latency_ms":22.068750000016735,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301544574992647,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_36","prompt_sha256":"b7d2fb6c8843e9fb5079b961fd87afcd7ba4e26aa7d0ab5452c9ce04d9ff8d27","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634966061299866},"components":{"alpha":1.0,"bonus":1.0634966061299866,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634966061299866,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4516,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f630b5fcdcd243bddbc73c1406705f8295355eba9820e5fc452c92c185a25d3","formula_version":"titan-u-contract-v1","latency_ms":23.016332999986844,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301632727966532,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_38","prompt_sha256":"6c675618bbd5d2861b9327cf8e9ef771c35021e6680d90bfd6824eb04fd4f352","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063476936897317},"components":{"alpha":1.0,"bonus":1.063476936897317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063476936897317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4507,"eligible_count":122,"excluded_count":18,"feature_sha256":"f310b69a98c722312a439a94fd0529b0817677d26af741a21883196bfeb4ffcc","formula_version":"titan-u-contract-v1","latency_ms":23.143000000004577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301436035639835,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_39","prompt_sha256":"ac48deb02e5f9c55327a0c2f27d905479a9ac1adb700019d3c46966b18394fe3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634877908325981},"components":{"alpha":1.0,"bonus":1.0634877908325981,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634877908325981,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4512,"eligible_count":122,"excluded_count":18,"feature_sha256":"6c836e44ad6c89248632097a229e1573f25c7a17661f2acdef6ac1edeccbce11","formula_version":"titan-u-contract-v1","latency_ms":23.844166000003497,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301544574992647,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_40","prompt_sha256":"7dc2c74bf8b58d05971d1fb0178845f87f497f9421bc5923144607b80d17a568","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634812564462526},"components":{"alpha":1.0,"bonus":1.0634812564462526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634812564462526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4509,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d6438e27b9237fd2c74ce3a502ee3a3cb62efe152f56defe50e44ed638bfce9","formula_version":"titan-u-contract-v1","latency_ms":23.114499999962845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301479231129191,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_41","prompt_sha256":"b0d876b404b0c21f306b6f37e927ed81d8f11c193821a81944fb133545257714","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063479093000892},"components":{"alpha":1.0,"bonus":1.063479093000892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063479093000892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4508,"eligible_count":122,"excluded_count":18,"feature_sha256":"b354aeab41093caa75dee32f177580164e2a159f2462e6aaa2204a30e3795dd6","formula_version":"titan-u-contract-v1","latency_ms":21.354500000029475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301457596675585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_44","prompt_sha256":"8401ea88523d4582127a8c916e22384f3e9c552c119ac49a55a3113c329ba759","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063479093000892},"components":{"alpha":1.0,"bonus":1.063479093000892,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063479093000892,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4508,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7a9814939c4aac28f3bd544a0b5ac8f494b8208ffb0a02276e7a4abefa9d1e7","formula_version":"titan-u-contract-v1","latency_ms":21.463165999989542,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301457596675585,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_45","prompt_sha256":"9ae340e66f1b699a81cd8c439395170ea5bbbe88938b18e4037d976e30ccee3c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634599523783206},"components":{"alpha":1.0,"bonus":1.0634599523783206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634599523783206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4499,"eligible_count":122,"excluded_count":18,"feature_sha256":"ffef6195013902d4eaadf9090ab427aff50f210a77851d5dd99a850ef267ce83","formula_version":"titan-u-contract-v1","latency_ms":22.30691699998033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301266190449871,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_46","prompt_sha256":"c729dbc61d1748b04e3dca47fa439ae447d3c684637b81ac4069f25487e51c25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0634834272333538},"components":{"alpha":1.0,"bonus":1.0634834272333538,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0634834272333538,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4510,"eligible_count":122,"excluded_count":18,"feature_sha256":"5e816e6c5d1df62d99395c612baea9133b4370865a93c9596a5bb29da9583231","formula_version":"titan-u-contract-v1","latency_ms":21.215916000016932,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301500939000203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"GeoGraphyData_100k_49","prompt_sha256":"b6380341a1a309e1ffb613384fee27bd6770b2b9920bacc7fd52080818520260","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e78a40191f159d0c3893eb61fa0f9a0da71f53c7fd24bfa46e4dc175f14508b","formula_version":"titan-u-contract-v1","latency_ms":23.15437499999007,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4539","prompt_sha256":"8817193ce4fa8e375b22a288df3d8a71cfec7b6912ca855e4c52a68121c62055","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0849388267605231},"components":{"alpha":1.0,"bonus":1.0849388267605231,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0849388267605231,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6679,"eligible_count":122,"excluded_count":18,"feature_sha256":"43ad88ee59a275dfe1d5ccdd61e64dce884c8bcbef50da746512f52008879c9f","formula_version":"titan-u-contract-v1","latency_ms":23.882125000000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0516054934271897,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4695","prompt_sha256":"1951b83b03f72c648a1935e1b134c7bac151f4f2b2576d3ca6a197f2062d62b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0781961933015716},"components":{"alpha":1.0,"bonus":1.0781961933015716,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0781961933015716,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6265,"eligible_count":122,"excluded_count":18,"feature_sha256":"21fd4efb367d8856d65238b1b041524a36151cc0220967b118f738bf377b67ce","formula_version":"titan-u-contract-v1","latency_ms":24.364875000003394,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0448628599682381,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4775","prompt_sha256":"58a65dcf3bdd0a6a2ae9922bdff11b2bb51c2e6c6eef3f76a8748a4c31b4fee0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065689697449497},"components":{"alpha":1.0,"bonus":1.065689697449497,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065689697449497,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5057,"eligible_count":122,"excluded_count":18,"feature_sha256":"5983d0656b479c3f58dcd549a575c721d28d389cf8113a682aadbbbac9df3e26","formula_version":"titan-u-contract-v1","latency_ms":25.324417000035737,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0323563641161635,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4665","prompt_sha256":"8409a44507f5f5b52b48916a7ae20f4407633d77c5c1f6db22a28406c5975e81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694961759223354},"components":{"alpha":1.0,"bonus":1.0694961759223354,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694961759223354,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5550,"eligible_count":122,"excluded_count":18,"feature_sha256":"395e5557d2eaf10cfdaf17c10f7f785351cbbd9038ca01a47da5d67303b2ed3e","formula_version":"titan-u-contract-v1","latency_ms":24.002625000036915,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036162842589002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4534","prompt_sha256":"0fae2ef6052d01f5d18a11e27089dc772e317b959f0edbe3c518e69ae821f055","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0650751293922884},"components":{"alpha":1.0,"bonus":1.0650751293922884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0650751293922884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4949,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb9edd6da3b5ff19337674fc2abe349545f774dc04c20b05da993feff942a3f2","formula_version":"titan-u-contract-v1","latency_ms":23.265624999964984,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031741796058955,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4512","prompt_sha256":"27d9b3f3be590a61ac16a839ff10c121274a08481c131e227a1bb672a36515b1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0665634394223813},"components":{"alpha":1.0,"bonus":1.0665634394223813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0665634394223813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5190,"eligible_count":122,"excluded_count":18,"feature_sha256":"5893bfc7d14487a69b6434df18333fb2efd2570127b90b3f4285a420bb153831","formula_version":"titan-u-contract-v1","latency_ms":26.054999999985284,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0332301060890479,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4701","prompt_sha256":"3590ce5948a38658695948dcb47292cd60770c11c8f4280c82b6c279909a9926","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646004091911667},"components":{"alpha":1.0,"bonus":1.0646004091911667,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646004091911667,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4852,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe4498cb2fe7502065b7b63259a293034f8b53f10895f874a6dde739eb91de09","formula_version":"titan-u-contract-v1","latency_ms":22.045666999986224,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312670758578333,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4726","prompt_sha256":"f71b2b3c3c2a984cec56d51ac8b09f6dbe620d707d17638ca29768265d28b968","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694100154992003},"components":{"alpha":1.0,"bonus":1.0694100154992003,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694100154992003,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5540,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb4591a9942cc67498723fe801df039d3c9fe35fa14a551a722a9bb906402d48","formula_version":"titan-u-contract-v1","latency_ms":22.69583300000022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036076682165867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4529","prompt_sha256":"70a6a2fa7fba440c72879ecf73f086b602038a332f339845904f3127ab476f67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211130769240005},"components":{"alpha":1.0,"bonus":1.1211130769240005,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211130769240005,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"a016ac9f226c099a52aea7e3fac91998b41a8b8cddcfb80ed1c5d34805934e8a","formula_version":"titan-u-contract-v1","latency_ms":21.677750000037577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087779743590667,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4636","prompt_sha256":"a1684be80d32b0b1f81c79ba6b98afdc1a7f05ba278749df64b6e9ad3ef0567d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774839072174114},"components":{"alpha":1.0,"bonus":1.0774839072174114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774839072174114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6215,"eligible_count":122,"excluded_count":18,"feature_sha256":"215bdbfc6d01bf88de0b3c6c403f102106976a2d94ec8515fb423b4bb77d1a33","formula_version":"titan-u-contract-v1","latency_ms":24.192374999984168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044150573884078,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4823","prompt_sha256":"eb6a04ecdc4e25ab949059f86d47a9817790be7a27bb08e20988cbee6f2453b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262038},"components":{"alpha":1.0,"bonus":1.0637850464262038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"b632b76f7dba4c82af874c7539bfcae258dddf9aa2443c4cbcc198eee1bedd6c","formula_version":"titan-u-contract-v1","latency_ms":22.333333999995375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4612","prompt_sha256":"30014eb829bc6bced1d8601ce83f2a1aba43ce3acba63eab5deb1c5cd0f0e4c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652098128127152},"components":{"alpha":1.0,"bonus":1.0652098128127152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652098128127152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4976,"eligible_count":122,"excluded_count":18,"feature_sha256":"baa30b4e5e20007b6000a346e4cb14b2d8e00fbaf8b43706bae45b2336648d55","formula_version":"titan-u-contract-v1","latency_ms":23.05120899995927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0318764794793818,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4561","prompt_sha256":"49d782d13f6556682513a9b9fb61c0b8bf3bb49b42c3efb071fc97b84ef7a43d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0642324111771826},"components":{"alpha":1.0,"bonus":1.0642324111771826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0642324111771826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4767,"eligible_count":122,"excluded_count":18,"feature_sha256":"efb5dfc753d7d9ddfabbdb38ff6ba537c5169c9c9d6ed3c38c439ff9ad6eb21c","formula_version":"titan-u-contract-v1","latency_ms":21.99770799995804,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308990778438492,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4479","prompt_sha256":"ce8bcccaa59d8cf52dd4c804b8e8378147ea2a24e9c3c3caac42dbb94e08bdb3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0663824983618686},"components":{"alpha":1.0,"bonus":1.0663824983618686,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0663824983618686,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5164,"eligible_count":122,"excluded_count":18,"feature_sha256":"ca214f8cb2ccffa44848c2f782216c458d16600c452082380f4f48c4a48c654e","formula_version":"titan-u-contract-v1","latency_ms":21.966208000037568,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330491650285352,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4635","prompt_sha256":"e11ac8e51d8696134462c73e8f26ab0022780dfa43e45e3f7daef72e05242fe9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646984938528372},"components":{"alpha":1.0,"bonus":1.0646984938528372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646984938528372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4874,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f391e52a994d88e13620ab38eac52b2471dc370adbe5c1c6dcdce40044ceecf","formula_version":"titan-u-contract-v1","latency_ms":23.44741699999986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313651605195038,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4828","prompt_sha256":"cf739d3135c7e37df76bed795c43f5717158793af264ed11e1dd472c1e59de1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1360709739327468},"components":{"alpha":1.0,"bonus":1.1360709739327468,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1360709739327468,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6367,"eligible_count":122,"excluded_count":18,"feature_sha256":"30e04780815faafb62b20e163baaba5e4d13de22ce046cd924633dc28a49a0ed","formula_version":"titan-u-contract-v1","latency_ms":24.594166000042605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1027376405994134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4489","prompt_sha256":"147c3c5a3345d387d2842c8725744c9acc209c65fc000bf5587020de99c1ac1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08548838374715},"components":{"alpha":1.0,"bonus":1.08548838374715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08548838374715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6712,"eligible_count":122,"excluded_count":18,"feature_sha256":"f812f25dafffac2960515d3cc5933ed5e8ea2213d361c7928199ced52af2c682","formula_version":"titan-u-contract-v1","latency_ms":24.326416000008066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0521550504138166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4592","prompt_sha256":"7b9cc2e2a6be408f393f5ec67ba508f29a5025cf92292fa6001836995d4a6279","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067105346398611},"components":{"alpha":1.0,"bonus":1.067105346398611,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067105346398611,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5268,"eligible_count":122,"excluded_count":18,"feature_sha256":"e06c8cf51801d1afe449a29b8663ef247c14d141a264f0286cb115e7c3b620b4","formula_version":"titan-u-contract-v1","latency_ms":24.407916999962254,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0337720130652777,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4763","prompt_sha256":"2b6e35a9d644dbf60292bfb7450b9a7dfeb77f16c9e85ef884889225d876cc79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643714254197167},"components":{"alpha":1.0,"bonus":1.0643714254197167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643714254197167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4801,"eligible_count":122,"excluded_count":18,"feature_sha256":"351c06cb192c11d04b7ff635a4a4fb2ac673b59404d8ccaa72aea7d360b04b8d","formula_version":"titan-u-contract-v1","latency_ms":22.91254099998241,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310380920863833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4727","prompt_sha256":"e47693001fc12a6830c2135d8076fbaa5ed65ca1e0b2d83e6a3f0d913fe81c79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066962408545868},"components":{"alpha":1.0,"bonus":1.066962408545868,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066962408545868,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5245,"eligible_count":122,"excluded_count":18,"feature_sha256":"9160717b8229ca21e5e23d994ddf6905e442475168a9bfdbc007e896879c2999","formula_version":"titan-u-contract-v1","latency_ms":25.165833000016846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336290752125346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4671","prompt_sha256":"6904764c87826e56c3110b58e84be738ac37aece2ac80ef1c7c98b7edbee2279","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064146973519166},"components":{"alpha":1.0,"bonus":1.064146973519166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064146973519166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4739,"eligible_count":122,"excluded_count":18,"feature_sha256":"c85bf6db545a05c74dc0f8d17cf8237bd7e24a48d581cfb312064ad30d37ecd3","formula_version":"titan-u-contract-v1","latency_ms":22.41449999996803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308136401858325,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4793","prompt_sha256":"fefd0b843fb977d26575b835ae394d605641a6e0d793d078874173a2ecbd2824","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652098128127154},"components":{"alpha":1.0,"bonus":1.0652098128127154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652098128127154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4974,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ed654e26882e0dc144d65558ef5b238d75ee2a4e3194888511526c19b903264","formula_version":"titan-u-contract-v1","latency_ms":23.676082999998016,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031876479479382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4476","prompt_sha256":"558361267e9bb707b1355c5bd60226f7d75cdc935cb3ff184ebabca6df5b88bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641167845918043},"components":{"alpha":1.0,"bonus":1.0641167845918043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641167845918043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4735,"eligible_count":122,"excluded_count":18,"feature_sha256":"a774846795eac0447fd8a784f08890aca7d121a5e60524f895661371aa3a0454","formula_version":"titan-u-contract-v1","latency_ms":22.81137500000341,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307834512584708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4660","prompt_sha256":"012c9c6de79f53f689d430d659819eb5a99d70bf584da3a05a3a25b1000f420f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654405778831588},"components":{"alpha":1.0,"bonus":1.0654405778831588,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654405778831588,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5015,"eligible_count":122,"excluded_count":18,"feature_sha256":"da54acdc7adfc511d7c60deed65a3952a7edc1a49988fc0713fadb86572c4076","formula_version":"titan-u-contract-v1","latency_ms":26.53175000000374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321072445498254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4804","prompt_sha256":"24233451cf17a563880f96caf4cf592fb46a664492c5b2ebe0011065c1c15931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.067525910838936},"components":{"alpha":1.0,"bonus":1.067525910838936,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.067525910838936,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5322,"eligible_count":122,"excluded_count":18,"feature_sha256":"4f5abd627f9fba7d3e16281b1e83c6236a25c687aba8ade1476aab615f5162fb","formula_version":"titan-u-contract-v1","latency_ms":24.27970799999457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0341925775056027,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4643","prompt_sha256":"68a924a29af2e56e21e61e11bcf6ce8d35c202646d41a93032dce4b41f0f0a40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0645189054215993},"components":{"alpha":1.0,"bonus":1.0645189054215993,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0645189054215993,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4835,"eligible_count":122,"excluded_count":18,"feature_sha256":"a035a959eafbf481d9e22cf662188351d713a7bc2f3bc37910efc10a9578c059","formula_version":"titan-u-contract-v1","latency_ms":23.088416999996753,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031185572088266,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4580","prompt_sha256":"4d1657a19b3d020782c6397e7fcc09257cc1df810de9552174e27cdbcca616eb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673441923765736},"components":{"alpha":1.0,"bonus":1.0673441923765736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673441923765736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5295,"eligible_count":122,"excluded_count":18,"feature_sha256":"412dd29b1554420ecde5877a4e209a49094e8997800cc60790cedc637b8b62a7","formula_version":"titan-u-contract-v1","latency_ms":22.755832999962422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0340108590432402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4729","prompt_sha256":"b3f51c3efd24f341a0c5606e7068bb521c3ba5cac981278a87a6b2c9a12174d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652594167619451},"components":{"alpha":1.0,"bonus":1.0652594167619451,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652594167619451,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4983,"eligible_count":122,"excluded_count":18,"feature_sha256":"2472ce64ebebe59c5b241c3dffd409133f7743aa77c7cd275a08beac4530bc43","formula_version":"titan-u-contract-v1","latency_ms":23.387000000013813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0319260834286117,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4800","prompt_sha256":"4bcb2aa9dffc13ef5e871178263f43d152f628267c89d6e34b306e09697773ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0696702507373474},"components":{"alpha":1.0,"bonus":1.0696702507373474,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0696702507373474,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5561,"eligible_count":122,"excluded_count":18,"feature_sha256":"0db613afd40123b8c16f4ad0b8dbdb9f13a7dee5e330365c9238d077b8a4c019","formula_version":"titan-u-contract-v1","latency_ms":23.735708000003797,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036336917404014,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4766","prompt_sha256":"afab9c8315d1dc8168178d12b1f1a001cd386dab86160e144f7b246bb3ee2e29","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639591304415783},"components":{"alpha":1.0,"bonus":1.0639591304415783,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639591304415783,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4691,"eligible_count":122,"excluded_count":18,"feature_sha256":"3e3df2a438b2fb1cbd90cf7710f07b6d5050e653f3617ebf096ca4f7f2602295","formula_version":"titan-u-contract-v1","latency_ms":22.757790999946792,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306257971082449,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4536","prompt_sha256":"02a0291395b81f0355c6ae4077aa36efb946adf1b8ad769016fd13dfa9dbe128","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064181496650125},"components":{"alpha":1.0,"bonus":1.064181496650125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064181496650125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4750,"eligible_count":122,"excluded_count":18,"feature_sha256":"0750d99fa94d18c318a997eaa4e56526fa400b8985295ecb170388c3a997d822","formula_version":"titan-u-contract-v1","latency_ms":22.23108300000831,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0308481633167916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4620","prompt_sha256":"80ca36dbdcd016ac0c296321671235ae97c29447ac7d82e09bf203b7578676a3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640944506950498},"components":{"alpha":1.0,"bonus":1.0640944506950498,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640944506950498,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4731,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fc699ab40a7da4a51986e3f91a23ce6e1a3c92673c6609aa347583360b5371e","formula_version":"titan-u-contract-v1","latency_ms":21.89812499995014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307611173617164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4537","prompt_sha256":"d058fcdfcba0b1b4c3a05cfd9ac4e158e0ffa75483b462e73be978c0c3327f34","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064032604205576},"components":{"alpha":1.0,"bonus":1.064032604205576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064032604205576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4714,"eligible_count":122,"excluded_count":18,"feature_sha256":"5df7fb5241d76ffe817b859c6946ad5ea75a9df37d3e905518d7b7cfebea1d09","formula_version":"titan-u-contract-v1","latency_ms":23.08349999998427,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4769","prompt_sha256":"e6884c1b871333df7defdb877ff621702cfde20995c259ba896c32efacc561ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640505744559325},"components":{"alpha":1.0,"bonus":1.0640505744559325,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640505744559325,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4719,"eligible_count":122,"excluded_count":18,"feature_sha256":"7cfb86ab6c323301ee7129989f6cc5b9e99022bd30dd533026158f8c39c8fa21","formula_version":"titan-u-contract-v1","latency_ms":22.16254199998957,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030717241122599,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4807","prompt_sha256":"29d1d8ef58d27fed07796afb15df725c14aa365eecc7525daf8b53b21468691d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647802590206112},"components":{"alpha":1.0,"bonus":1.0647802590206112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647802590206112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4891,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea05a7141c68b1af350e270f68435af7c405d8afc7e735ffdbca5a2b0a8b2541","formula_version":"titan-u-contract-v1","latency_ms":24.447167000005265,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314469256872778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4579","prompt_sha256":"ee7bd340d518a929a8cf12115d21c75adc48f5ebb28abc6abf2ba4acb8743a5a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651934096679345},"components":{"alpha":1.0,"bonus":1.0651934096679345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651934096679345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4971,"eligible_count":122,"excluded_count":18,"feature_sha256":"22be35267543d2324bbd74543b215d439bfef80a69ee9fd821d4e3041079f899","formula_version":"titan-u-contract-v1","latency_ms":22.053832999972656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031860076334601,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4801","prompt_sha256":"1041eb770fd4e870625254c752450ceec1b2bdce7653ea97948969e1e8ebd59f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0652098128127154},"components":{"alpha":1.0,"bonus":1.0652098128127154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0652098128127154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4977,"eligible_count":122,"excluded_count":18,"feature_sha256":"d3f64471b88b3e2b398acaa16fd6ba35a0754d55bcc8cb14a26c57c961722ab4","formula_version":"titan-u-contract-v1","latency_ms":23.086457999966115,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031876479479382,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4667","prompt_sha256":"c1afc1f0095e5f89b59f8b79eff8047268eea61be2514fcdf14c5211769d4e25","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647900174447542},"components":{"alpha":1.0,"bonus":1.0647900174447542,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647900174447542,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4893,"eligible_count":122,"excluded_count":18,"feature_sha256":"1e983755863b28a9b606c01097a43d3aa79370001c2e89316f692d4450b88c1e","formula_version":"titan-u-contract-v1","latency_ms":24.121292000018002,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314566841114208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4797","prompt_sha256":"fd459666094e6f43b7d6d3a28836eb6717f1b1a8ceeddc6c04a25fe474e07ba2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644139232460272},"components":{"alpha":1.0,"bonus":1.0644139232460272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644139232460272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4811,"eligible_count":122,"excluded_count":18,"feature_sha256":"55639942a7c5522642e4f925e228462c3911d95acaf155337742c238f129539b","formula_version":"titan-u-contract-v1","latency_ms":21.992916999977297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310805899126938,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4477","prompt_sha256":"5de85be188d5444aa0739bffd164860e3ae65aa7ba3ce2d2f4a9a6d7247d92d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647463349608206},"components":{"alpha":1.0,"bonus":1.0647463349608206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647463349608206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4884,"eligible_count":122,"excluded_count":18,"feature_sha256":"d52002fd886cf4b0588c3b7120ae1f19a2a5c8498d171578b89f5a2649c5fd54","formula_version":"titan-u-contract-v1","latency_ms":22.304458999997223,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314130016274872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4668","prompt_sha256":"bc2f472353e22b35a9d92d78fb4ffaab5619aeb57e717d9c835a74bf039b2072","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643338035186596},"components":{"alpha":1.0,"bonus":1.0643338035186596,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643338035186596,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4792,"eligible_count":122,"excluded_count":18,"feature_sha256":"d75333a65241152178ab92b5e2901c7c5fe2a6c2771a1190c0e4852c92cb4c72","formula_version":"titan-u-contract-v1","latency_ms":23.179000000027372,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310004701853261,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4474","prompt_sha256":"14e0358dfe60af8c4d3be52becad6849321e78308b3e2ac4e8f76fa597b19a0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646188431781582},"components":{"alpha":1.0,"bonus":1.0646188431781582,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646188431781582,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4877,"eligible_count":122,"excluded_count":18,"feature_sha256":"77397cad9fe474e7476fa5164e28384a86a766eef9530ead8af4f098e1e29cde","formula_version":"titan-u-contract-v1","latency_ms":24.165332999984912,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312855098448248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4659","prompt_sha256":"f50389bd0596c6597ccc91ca83f172d0eb5097c8f8a09ae93d2e700780c9d189","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961889},"components":{"alpha":1.0,"bonus":1.0640541904961889,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961889,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"b32f06c63612a8bed49cc8c952039e4ed8938df2c57267a17bd84494f2230431","formula_version":"titan-u-contract-v1","latency_ms":22.353875000021617,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4764","prompt_sha256":"6746c4509e26ad7c7f616d0f2e3560013ad87bf159eee98780b5081822be187d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064280508136835},"components":{"alpha":1.0,"bonus":1.064280508136835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064280508136835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4779,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2dc69e090fd12ece6199996632ac0d136bacf220e46f0bf02a266be100f28b6","formula_version":"titan-u-contract-v1","latency_ms":22.19320799997604,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0309471748035015,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4839","prompt_sha256":"329ac74cfa74c3805f121a11462f1e8aefbbb908468a856901f8b1c7d8963ef2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0668734841817},"components":{"alpha":1.0,"bonus":1.0668734841817,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0668734841817,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5233,"eligible_count":122,"excluded_count":18,"feature_sha256":"0188ef797e96c8e3f4c9ffdfb217b48700fe54b91addb4a7650d0a641326ab89","formula_version":"titan-u-contract-v1","latency_ms":22.89700000000039,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0335401508483666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4768","prompt_sha256":"31bf03d88098c03b288329aa87c158209cfdbeedf231207b18fcbe9cf4f54f84","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b688be12aab82c04237bf6f36eb922597c2a3e69668ad0eb1312516349ee277","formula_version":"titan-u-contract-v1","latency_ms":23.191499999995813,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4507","prompt_sha256":"23c699b903d9344b7036192e70f0b12bc12ff26e4576fd6424c5fd2c08f16287","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648194682668042},"components":{"alpha":1.0,"bonus":1.0648194682668042,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648194682668042,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4899,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3059df98ee5c80f97287c6bf677cae35165d7b9d7af04ad8453e91fa8438cae","formula_version":"titan-u-contract-v1","latency_ms":24.22479099999464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0314861349334707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4618","prompt_sha256":"9dcfaf824cd7d025530068198d07fdeda22caa0a8139a074b10673d306fdb014","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647032450406073},"components":{"alpha":1.0,"bonus":1.0647032450406073,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647032450406073,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4873,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e3dd1ad7d80b4d30457631e225968d11656597d4886ef37dcaaf2d5293835cd","formula_version":"titan-u-contract-v1","latency_ms":26.382417000036185,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0313699117072739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4831","prompt_sha256":"2949eb7e79c46b9c626a65b9ee7c091ef53c65686d76389407e539c1b0da6fdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660095017458802},"components":{"alpha":1.0,"bonus":1.0660095017458802,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660095017458802,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5107,"eligible_count":122,"excluded_count":18,"feature_sha256":"156fa6921d2164b3f82c2f8a101bb09b897f16111c9f65bd1e0f428aab52d6f7","formula_version":"titan-u-contract-v1","latency_ms":22.43883400001323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326761684125467,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4515","prompt_sha256":"6236f090ffa3ec54b7780acd9d2135c5c8e433313048c76fb3d46ba2019cc0cc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694769786267024},"components":{"alpha":1.0,"bonus":1.0694769786267024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694769786267024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5543,"eligible_count":122,"excluded_count":18,"feature_sha256":"75aad153a5435fdc66783bca2baee29fe4eb40194d5ac48395cbcb10bfcd6529","formula_version":"titan-u-contract-v1","latency_ms":23.71525000000929,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036143645293369,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4530","prompt_sha256":"82e3da1f7afeba7044ba91fa78be9585a6c20f620cb1496bd90a1b083232da6f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704001734164657},"components":{"alpha":1.0,"bonus":1.0704001734164657,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704001734164657,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5652,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d683007fe314cef43eec4a80988d28683d54ee1b0bffd679007a7fc553061c5","formula_version":"titan-u-contract-v1","latency_ms":23.98429199996599,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0370668400831322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4576","prompt_sha256":"a69713b34cd76062d616c39ed468cc239790fc906592451e37cc8478c71c1221","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744057805363856},"components":{"alpha":1.0,"bonus":1.0744057805363856,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744057805363856,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5992,"eligible_count":122,"excluded_count":18,"feature_sha256":"7f1c5b54368d3ad092e29b3fec1a5821411a78ecde31029569713856cfb6cd08","formula_version":"titan-u-contract-v1","latency_ms":24.01924999998073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410724472030521,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4597","prompt_sha256":"2534deec2401e5f5570f354f8ac19b50808be1fc4d1cd1f4816005a2ae2d2d05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0750261770068672},"components":{"alpha":1.0,"bonus":1.0750261770068672,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0750261770068672,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6035,"eligible_count":122,"excluded_count":18,"feature_sha256":"0397e93851a30b7bacb1b1a11a6fd678965429a6972825b5768a65fbfcb8c2c6","formula_version":"titan-u-contract-v1","latency_ms":23.02754200002255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0416928436735338,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4600","prompt_sha256":"8cddad499f37def037feabb98e94a9ddfa62264676ddc77b18512026423a0264","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0756226721357727},"components":{"alpha":1.0,"bonus":1.0756226721357727,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0756226721357727,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6081,"eligible_count":122,"excluded_count":18,"feature_sha256":"78be32b7dbab55946224bac8a73f7bbf75b14dc4b1593f56161f1e471a42872d","formula_version":"titan-u-contract-v1","latency_ms":24.853124999992815,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422893388024392,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4601","prompt_sha256":"857ddcab7103e4dd2da25ba31f628c9b238596ab0bfad031fe640865db06215f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071986360833243},"components":{"alpha":1.0,"bonus":1.071986360833243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071986360833243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5785,"eligible_count":122,"excluded_count":18,"feature_sha256":"c65be50df636423322e3261d01e66cabf0061585b4a4f534bb06c81d67c020c2","formula_version":"titan-u-contract-v1","latency_ms":25.24537499999724,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0386530274999095,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4648","prompt_sha256":"9556a20c551d485a36a5ac6acf8b5619a73ca8a392efbfbf5a312cceb2451ca0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080199070194934},"components":{"alpha":1.0,"bonus":1.080199070194934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080199070194934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6397,"eligible_count":122,"excluded_count":18,"feature_sha256":"3892cfb341e502e8ffaa60ccb974c208062f6473eabc2f6d15500f8a826e89a3","formula_version":"titan-u-contract-v1","latency_ms":26.048249999973905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0468657368616006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4674","prompt_sha256":"5d3abda9d2551dc98565f7bbb551f58a776aee3b469c384b29182d226d6523e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0798722472183921},"components":{"alpha":1.0,"bonus":1.0798722472183921,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0798722472183921,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6388,"eligible_count":122,"excluded_count":18,"feature_sha256":"0542007b7177558302f16dc6e4d2ccb89ea1110a8737aba16fe46e11e362f525","formula_version":"titan-u-contract-v1","latency_ms":25.44166600000608,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0465389138850587,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4675","prompt_sha256":"e6aef8cb905daf796f7d5b884fb40ed205bc9687027772419fe8e89216ba8b72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0766487501734257},"components":{"alpha":1.0,"bonus":1.0766487501734257,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0766487501734257,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6152,"eligible_count":122,"excluded_count":18,"feature_sha256":"8dec3af0a3b5b7b1d199118674f3f6b1fb29cf78ac4bdf454ee3b1383906299b","formula_version":"titan-u-contract-v1","latency_ms":24.224457999991955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433154168400922,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4685","prompt_sha256":"fb450e6c508b7a1904a0ffc25c320595eb006b1fb14ae042ac898f1035c44893","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0746751871205087},"components":{"alpha":1.0,"bonus":1.0746751871205087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0746751871205087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6004,"eligible_count":122,"excluded_count":18,"feature_sha256":"13fc3f5f95b6faa0056821f71b4b7bdf23b2ed7e26b293a78a1a3bf47d06bd79","formula_version":"titan-u-contract-v1","latency_ms":26.133041000036883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0413418537871753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4698","prompt_sha256":"df68bac639e5c6b90f6cfcb46707f99655f76cb85d46e42803126a7674062f96","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660224295541345},"components":{"alpha":1.0,"bonus":1.0660224295541345,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660224295541345,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5110,"eligible_count":122,"excluded_count":18,"feature_sha256":"a91e10bbbfbdce83027ff613dba793769bf52bfb34422269575f42210d37f8c8","formula_version":"titan-u-contract-v1","latency_ms":22.80766600000561,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032689096220801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4699","prompt_sha256":"435af34f6ebfaf599e1bafbb754694881d24da45a8f8e541d08c28db3b3b8026","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080989650736768},"components":{"alpha":1.0,"bonus":1.080989650736768,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080989650736768,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6447,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ede91381f035b3d713abf941a9e97ce8791ae3a76b3b049d858d5680599a705","formula_version":"titan-u-contract-v1","latency_ms":26.304625000022952,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0476563174034346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4711","prompt_sha256":"312f344648cf6f59321e03111f28870ac14f295bd6c3849a8c8b1c4b57ffe421","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06538887046585},"components":{"alpha":1.0,"bonus":1.06538887046585,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06538887046585,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5006,"eligible_count":122,"excluded_count":18,"feature_sha256":"2604de427d9520333a611ad6990b6efcd8fe73d6b9f2bf323874e8efea673089","formula_version":"titan-u-contract-v1","latency_ms":23.09291699998539,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0320555371325166,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4762","prompt_sha256":"1ac758941050e09296ef9f8e3d8fa6613ffb132b753d735c54ea544becbcd994","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648591456150431},"components":{"alpha":1.0,"bonus":1.0648591456150431,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648591456150431,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4907,"eligible_count":122,"excluded_count":18,"feature_sha256":"9547660ec0c0d989cf0a85ee239438029f23e2ba9ca972eb07236532db195132","formula_version":"titan-u-contract-v1","latency_ms":22.561208000013266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315258122817097,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4767","prompt_sha256":"51d939dc5829b70a2ed1f79c72a6161ed6f9210896ca661c1f7cefb72cff25f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0853103818723933},"components":{"alpha":1.0,"bonus":1.0853103818723933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0853103818723933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6708,"eligible_count":122,"excluded_count":18,"feature_sha256":"40ce59c6775bb5b9bd2224da19b5c3a8619b4916ca2e39c2a37015bac805e1e5","formula_version":"titan-u-contract-v1","latency_ms":25.570334000008188,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0519770485390598,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4771","prompt_sha256":"0d03eb6c45e6e2e4dddc36569cd5f34c916e403f4b11216bb94501e567e8e69e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0653717660985764},"components":{"alpha":1.0,"bonus":1.0653717660985764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0653717660985764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5000,"eligible_count":122,"excluded_count":18,"feature_sha256":"1ac5671cd122fb58643f579bf737553283a6f7b91aa4c0e3396119cdd3a2e353","formula_version":"titan-u-contract-v1","latency_ms":22.709250000048087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032038432765243,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4795","prompt_sha256":"dc8fae77f57701ed8b46e7919421f20d4081e207cb3f43fc2ee0c1679aabbd1b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649706715445264},"components":{"alpha":1.0,"bonus":1.0649706715445264,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649706715445264,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4925,"eligible_count":122,"excluded_count":18,"feature_sha256":"eddaef472a2b02c6fc118f549a8847d27364c4ea9e870b2e0db4c0a0da6ff102","formula_version":"titan-u-contract-v1","latency_ms":24.608083000032366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031637338211193,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4796","prompt_sha256":"bca16c055dd6c46306121666678136ebf457f83fe27f5e68a0c3a039282d5dfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0646560624210994},"components":{"alpha":1.0,"bonus":1.0646560624210994,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0646560624210994,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4860,"eligible_count":122,"excluded_count":18,"feature_sha256":"27758eadc0fa28bac98f9d97b55c34f5871d52189c9ec22bec669b1f89cb2579","formula_version":"titan-u-contract-v1","latency_ms":23.749791000000187,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031322729087766,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4473","prompt_sha256":"f3b0beec642658058eccb0ac72e24005a02254e3dbf6deb670ba075e701eca4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072772550596118},"components":{"alpha":1.0,"bonus":1.072772550596118,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072772550596118,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5848,"eligible_count":122,"excluded_count":18,"feature_sha256":"eb6b50dc2c070d6609327d7b26eb9538bd81307048ec33cb01b53fe2d72953da","formula_version":"titan-u-contract-v1","latency_ms":23.798124999984793,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394392172627847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4478","prompt_sha256":"2aa42130d6afc3c94339fc8102e9cc8fb7f974a3206bae8065c7dbaf7d6b9c98","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0796560831174433},"components":{"alpha":1.0,"bonus":1.0796560831174433,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0796560831174433,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6369,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce28ed362b010aa4cdcfce1d3dd003093f4038ba4a5981d9505201972365d6e9","formula_version":"titan-u-contract-v1","latency_ms":25.380041999994774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0463227497841099,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4482","prompt_sha256":"b1681020d7ed6199bebdcb68bd8a98df2f54a76bfe0698d314ebc3fde73d82df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0861529912091112},"components":{"alpha":1.0,"bonus":1.0861529912091112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0861529912091112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6767,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9377a2972fafdd8e7ad33184da5ee2a22f652dc4104becc7ad30625083de48b","formula_version":"titan-u-contract-v1","latency_ms":24.274291999972775,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0528196578757778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4483","prompt_sha256":"296907cc1d05aed15cac70907f4ae2696b19af8775142b2d4fba16c724ddf822","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077354920627367},"components":{"alpha":1.0,"bonus":1.077354920627367,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077354920627367,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6205,"eligible_count":122,"excluded_count":18,"feature_sha256":"e1ed572da14a6839042675d9f7f845c64715fe65b9042a6a62fb5bfd4c8e3924","formula_version":"titan-u-contract-v1","latency_ms":23.618541000018922,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0440215872940335,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4484","prompt_sha256":"21f9494c03147f6386983d4a838304caef7d9ca0ff3bc0bf267aa53811b4d60b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1488441065914905},"components":{"alpha":1.0,"bonus":1.1488441065914905,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1488441065914905,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7115,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd1eeb6fe43cc4edbb7fb8750c3e590591b30d0b39a800f6d20d5db644e96962","formula_version":"titan-u-contract-v1","latency_ms":24.558041999966918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.115510773258157,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4485","prompt_sha256":"fa0d84ffa9552d9440ea512b43d6def289fa64eec754d5b38d65a58b8a8e6ce4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740765801375618},"components":{"alpha":1.0,"bonus":1.0740765801375618,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740765801375618,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5966,"eligible_count":122,"excluded_count":18,"feature_sha256":"02044c943f6becef3fe92299731cb1a95eaa797c39f1be27b66b88af9e074ecb","formula_version":"titan-u-contract-v1","latency_ms":24.891000000025088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0407432468042284,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4487","prompt_sha256":"ea30539249a3ca0043fbf9577976a152ad5fd09577a3557830e7c44c0f1cd398","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0813591888510032},"components":{"alpha":1.0,"bonus":1.0813591888510032,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0813591888510032,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6482,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad3340db206ee28dc9acfe28c5198e1d70691319f770483f6d8e78a91cffaff6","formula_version":"titan-u-contract-v1","latency_ms":26.896499999963908,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0480258555176698,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4488","prompt_sha256":"d7b100ba4d867fb3ed0f19545d7b3da6c9d1f97f35eaa3e0cfcdbd7e96c36e7a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0713093040760917},"components":{"alpha":1.0,"bonus":1.0713093040760917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0713093040760917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5726,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef47f06ca718a648891014f4f798e7699e0f4256265012794ef7bcf8e60f3b93","formula_version":"titan-u-contract-v1","latency_ms":24.036041999977442,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379759707427583,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4491","prompt_sha256":"3d9a8d07947f2760fcfa0ebf33f866c582b252bd6515b60ccd1cfee70c938703","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1286668158717168},"components":{"alpha":1.0,"bonus":1.1286668158717168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1286668158717168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5776,"eligible_count":122,"excluded_count":18,"feature_sha256":"35ab7156f866b1edd2352b90264f5ea8050d3b9caa419f9eeceb3c7089384473","formula_version":"titan-u-contract-v1","latency_ms":23.366291000002093,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0953334825383834,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4492","prompt_sha256":"921fc0ba5fd217e250a208330a14586c7be5828d9f998d1b9856f87cfaa68db9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0809896507367682},"components":{"alpha":1.0,"bonus":1.0809896507367682,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0809896507367682,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6469,"eligible_count":122,"excluded_count":18,"feature_sha256":"dec5cbc2223378a021790e0e37cd1f32580e780acc7f2669cc530c2782e7fb73","formula_version":"titan-u-contract-v1","latency_ms":24.842499999977008,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0476563174034348,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4493","prompt_sha256":"34e67326547952025a1a7e40c1e3026cde7c6b2c1e971a28251e5d67d3937c11","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.094145017953516},"components":{"alpha":1.0,"bonus":1.094145017953516,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.094145017953516,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7159,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2f8507337148785853301331733bffe6e33e4209bf17d63fd7a0c0af44f858c","formula_version":"titan-u-contract-v1","latency_ms":24.066750000031334,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0608116846201825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4495","prompt_sha256":"c19f4114ced8fc1d32bc907cf250da6f34970fddbe67a77ec05c16f240207a94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0822909151425033},"components":{"alpha":1.0,"bonus":1.0822909151425033,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0822909151425033,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6525,"eligible_count":122,"excluded_count":18,"feature_sha256":"e17521510a48ff9dd2e6cee0da7ae6d5a19d8a2f5989a857650da8f324a78dfc","formula_version":"titan-u-contract-v1","latency_ms":22.885083999995004,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0489575818091699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4496","prompt_sha256":"1151543ff7d1d19b4b86633bf4cec8ebcd2fd4b7e845330b8c03ad62bb00a110","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0810216377344164},"components":{"alpha":1.0,"bonus":1.0810216377344164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0810216377344164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6451,"eligible_count":122,"excluded_count":18,"feature_sha256":"c233300bcd0244deb1f5ee7cd8285c5c2dc03ccb1b7950a6bea9249b7a6a7ef9","formula_version":"titan-u-contract-v1","latency_ms":23.858208000035575,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047688304401083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4499","prompt_sha256":"8d7b7635c5b9a6413304b8bb88ef1c2ba438af4fc43394cc115ab8aadbf923e9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.091948960002252},"components":{"alpha":1.0,"bonus":1.091948960002252,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.091948960002252,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7048,"eligible_count":122,"excluded_count":18,"feature_sha256":"a62e72be3bd38a02a4ba303b482e00735b1349aafa06702fcfb50056329d48dc","formula_version":"titan-u-contract-v1","latency_ms":25.333541999998488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0586156266689186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4500","prompt_sha256":"2f82b9aac960759c615ad4829e939c523afb3e9b37738c7609468dc7179d56c0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0763022962033018},"components":{"alpha":1.0,"bonus":1.0763022962033018,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0763022962033018,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6133,"eligible_count":122,"excluded_count":18,"feature_sha256":"c58b7d4b8dd9309b70d633b8f42dd008d311bb382fd5254defb622b859df53d1","formula_version":"titan-u-contract-v1","latency_ms":24.346541999989313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429689628699683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4501","prompt_sha256":"6170234d0b71ea854ea0d18d071d2045ba42528c96d2969711f58f825024152a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0743039752556072},"components":{"alpha":1.0,"bonus":1.0743039752556072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0743039752556072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5980,"eligible_count":122,"excluded_count":18,"feature_sha256":"f5a373c56df33147d9b8e52f1cff78f046d511dc3ad54d3d1cd618ec816077af","formula_version":"titan-u-contract-v1","latency_ms":26.04233300002079,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0409706419222737,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4503","prompt_sha256":"b97c31da6ca00eccd131e72970db6fac17040d419343746cba9cb81060dbfbdd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0727607491887463},"components":{"alpha":1.0,"bonus":1.0727607491887463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0727607491887463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5855,"eligible_count":122,"excluded_count":18,"feature_sha256":"005e62eaf7a5a65f00c13237bde3a94a5c87423b16d1002358c19bb40c0e770e","formula_version":"titan-u-contract-v1","latency_ms":24.27020900000798,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394274158554129,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4504","prompt_sha256":"a74fbe26ef5acf26d04b85a48accade592a6ab97e80c342a715d6f1735cd8c65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.069866408862574},"components":{"alpha":1.0,"bonus":1.069866408862574,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.069866408862574,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5580,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1ce5166bf78f079590dccdfbbf5b053b84e85beaf12d396ad0d1fcd0bd5cf8e","formula_version":"titan-u-contract-v1","latency_ms":23.68516600000703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0365330755292406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4506","prompt_sha256":"eb9d596d8a0695ac346981872f830b25cfbea7bc430f73fa42b6a671d1bb8201","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0675418939378911},"components":{"alpha":1.0,"bonus":1.0675418939378911,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0675418939378911,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5320,"eligible_count":122,"excluded_count":18,"feature_sha256":"89a0209a9535bfc100cab95585454505871c69f4a1aa648e21f127149f43762f","formula_version":"titan-u-contract-v1","latency_ms":23.70195900005001,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0342085606045577,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4508","prompt_sha256":"0f33f5e58cdd4ed26d07b9a4f5e7aceaa74590b980d335ec2ed5b5a5a84e7c41","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066992282657191},"components":{"alpha":1.0,"bonus":1.066992282657191,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066992282657191,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5249,"eligible_count":122,"excluded_count":18,"feature_sha256":"5bec3fe634ad8c2587a60c96a5d8b3bef78d627148f419f6d027b3918de7ca40","formula_version":"titan-u-contract-v1","latency_ms":23.061791000031917,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336589493238575,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4511","prompt_sha256":"89a50c1f0d5da3fdf518446a0bc11851b3abf77f1917a8cadc40f0a158ec831a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06676380132272},"components":{"alpha":1.0,"bonus":1.06676380132272,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06676380132272,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5218,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2bc73c880da73cddbc61c7457db868e129011632e93ccce1e9a0befd9e3a5c3","formula_version":"titan-u-contract-v1","latency_ms":23.34229199999527,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0334304679893866,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4514","prompt_sha256":"fb67a80201c27f50727fd9b81f07e60c8783735fb11ca2277ac2504b2515a17f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0661533111201689},"components":{"alpha":1.0,"bonus":1.0661533111201689,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0661533111201689,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5130,"eligible_count":122,"excluded_count":18,"feature_sha256":"142977753841addac3221545b0f99a35fa9b4725cabdf63ee93d36454e66f551","formula_version":"titan-u-contract-v1","latency_ms":23.156458000016755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328199777868354,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4516","prompt_sha256":"7e28b9e61fb6017257eada1adb9ff70d5e67a256d040d50380ef81987dea0ba0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0837737886662508},"components":{"alpha":1.0,"bonus":1.0837737886662508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0837737886662508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6614,"eligible_count":122,"excluded_count":18,"feature_sha256":"d8248e4ba9db2eda6ea468ca4b93a7f0ed558577eec45352ac1a4b7a57f08f7c","formula_version":"titan-u-contract-v1","latency_ms":25.237749999973857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0504404553329174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4518","prompt_sha256":"2ef3dc0c5a13e727cb1a1a89de77c11d6b50c2017be3ac8e912e027f975ba637","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077801614543465},"components":{"alpha":1.0,"bonus":1.077801614543465,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077801614543465,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6236,"eligible_count":122,"excluded_count":18,"feature_sha256":"3b54a87d055a94ce4e9a2189e2b4e08c61daf0ec3422db29721ff228f4aec6df","formula_version":"titan-u-contract-v1","latency_ms":23.588915999994242,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444682812101316,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4519","prompt_sha256":"e5e3235d9cbbc5dd8c9ca893d4d53958f5369bfa730f8c33aa27fdbabcbdac69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716278541604358},"components":{"alpha":1.0,"bonus":1.0716278541604358,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716278541604358,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5755,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2c8dd606f1cbe7d5fff3c1f883c494e2dc77f09792330a39fb7e1069ae8990c","formula_version":"titan-u-contract-v1","latency_ms":24.318332999996528,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0382945208271024,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4520","prompt_sha256":"7658e0a38241f04da0fff8259e8b9f99f57c78cad0b230162ead6476ab8d32d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.071028842398747},"components":{"alpha":1.0,"bonus":1.071028842398747,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.071028842398747,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5709,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ba42fa8de9987e4c4c014af9c8ae83d3b860448f724d30beb09502e9223c028","formula_version":"titan-u-contract-v1","latency_ms":25.525958000002902,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376955090654136,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4521","prompt_sha256":"5e021126f47071107648931dd19a6475d0b0545b5f78198f434caad3d19841b8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0842395412511479},"components":{"alpha":1.0,"bonus":1.0842395412511479,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0842395412511479,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6641,"eligible_count":122,"excluded_count":18,"feature_sha256":"8166fd41bf7f4cf420f4fd4a894943804ae4dfdf9ba41a4d526dd9379ff6d9c3","formula_version":"titan-u-contract-v1","latency_ms":27.401750000024094,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0509062079178144,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4522","prompt_sha256":"2ce26a482cf9d844448590acb1d12cc418e4847613f80088ad0ee5ebe980309f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076343637041628},"components":{"alpha":1.0,"bonus":1.076343637041628,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076343637041628,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6133,"eligible_count":122,"excluded_count":18,"feature_sha256":"79af92e3cbc073415f1f0cbf5f2e5e75160c68a883b27a15cdfc9742e8d5f2ed","formula_version":"titan-u-contract-v1","latency_ms":28.30470899999682,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0430103037082945,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4524","prompt_sha256":"329bc4dedd688394d430c522e39468d896b8327f8355fe7f59afcf253ddd9a40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1372625061139139},"components":{"alpha":1.0,"bonus":1.1372625061139139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1372625061139139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6445,"eligible_count":122,"excluded_count":18,"feature_sha256":"243f7573c05e079e0975102e1648799cb1a2fc0b14f76f1c41506f864398788b","formula_version":"titan-u-contract-v1","latency_ms":24.019167000005837,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1039291727805804,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4525","prompt_sha256":"18ca7a9fe26d241b9fd73ac0063d66efa8d07512580875870f5450bcaadce0d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0729385212175486},"components":{"alpha":1.0,"bonus":1.0729385212175486,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0729385212175486,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5877,"eligible_count":122,"excluded_count":18,"feature_sha256":"90babf656dc83bbe85db591250715d3a35461a80755b164575018c2cca9da5e1","formula_version":"titan-u-contract-v1","latency_ms":23.964250000005904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0396051878842152,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4526","prompt_sha256":"d530972c2c47e5b6c0fed8d36e6dd73db7bb99422857326545bfb8d15ee3f228","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0715283477351405},"components":{"alpha":1.0,"bonus":1.0715283477351405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0715283477351405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5745,"eligible_count":122,"excluded_count":18,"feature_sha256":"e6f9fb00ad8890d774637985874d353cf619bc031a7799eff166cf358d75224b","formula_version":"titan-u-contract-v1","latency_ms":24.781416999985595,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038195014401807,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4527","prompt_sha256":"c881c702c6f964931ecf6e264bb01170886c43be77da658a2feb32700bbccfc4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752630492116801},"components":{"alpha":1.0,"bonus":1.0752630492116801,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752630492116801,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6059,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb2322fea8c5031d7793239ed62e14716f11bacc6c4939028890ccf050c4ea80","formula_version":"titan-u-contract-v1","latency_ms":26.116916999967543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419297158783467,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4528","prompt_sha256":"8a8abce88901f77c878fdc8d5c1b97e0ee32c0ce6e3903e3aef041ee51be2a89","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.084640277350053},"components":{"alpha":1.0,"bonus":1.084640277350053,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.084640277350053,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6668,"eligible_count":122,"excluded_count":18,"feature_sha256":"42f33c3866f842d311d86cdef3245a802ff4cc8642bee7890959761adbb235f8","formula_version":"titan-u-contract-v1","latency_ms":26.227209000012408,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0513069440167195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4531","prompt_sha256":"5a2720eb3dd71abcb04ac691fc29b981fab53926e636e9f648859b02970cc2d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085381499750203},"components":{"alpha":1.0,"bonus":1.085381499750203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085381499750203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6708,"eligible_count":122,"excluded_count":18,"feature_sha256":"e7fa9f754520605899f09ba5ce8024d14a8a798d47677d145c47dfa49e4af451","formula_version":"titan-u-contract-v1","latency_ms":24.291083999969487,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0520481664168695,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4532","prompt_sha256":"9a9950df688f5bf3b9c09ddd43ad6f4cb3e8fdb6bb7f6e7e9eb0079e41420c26","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085559777833537},"components":{"alpha":1.0,"bonus":1.085559777833537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085559777833537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6721,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f5f821741d2658050682776c2458d97775831f79235e89b87122db72b87c11c","formula_version":"titan-u-contract-v1","latency_ms":26.38716699999577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0522264445002036,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4533","prompt_sha256":"ea013c233aa44f162930a290a4464d176b9010ec389e5868a235ced580c3dd22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.096656313670103},"components":{"alpha":1.0,"bonus":1.096656313670103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.096656313670103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7293,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbcfa0d070fbf624c9849b181f233f03c9dd8b5c5553827dbafdf7be57af8433","formula_version":"titan-u-contract-v1","latency_ms":24.230166999984704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0633229803367696,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4535","prompt_sha256":"84871fcf7af615b52313b833ba40ff470c7134841e8dd51f3486ecc9c13d8876","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0673755196743084},"components":{"alpha":1.0,"bonus":1.0673755196743084,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0673755196743084,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5293,"eligible_count":122,"excluded_count":18,"feature_sha256":"01cd373806a3516f699da6693c8bccf2bec96fd3e417e9593812921a7ab1d794","formula_version":"titan-u-contract-v1","latency_ms":24.261665999972593,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034042186340975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4538","prompt_sha256":"e2ed5372269cc7f338b328e2f585a986258433920469d7dc46260367c54a5acd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1243992875364603},"components":{"alpha":1.0,"bonus":1.1243992875364603,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1243992875364603,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5299,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce5786f0df4c940e6f51c6c910ad4f1b8b3db14da74bbd9f7d979342f8ff31b9","formula_version":"titan-u-contract-v1","latency_ms":22.67499999999245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.091065954203127,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4540","prompt_sha256":"70b3c4e4ceae0a04a15233b81ec969776e89bcf10563841ef77599081d92373c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0819286165223658},"components":{"alpha":1.0,"bonus":1.0819286165223658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0819286165223658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6511,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3f39b6d5a5fe0f9f9cd982f8c07896693b86f3b4c99d9b8077d4df82a1de116","formula_version":"titan-u-contract-v1","latency_ms":24.782291000008172,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0485952831890324,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4544","prompt_sha256":"f7b39598ca382cc61e5b3a72a06cd27a1e43d7c9b842d3fb79d19a0c67a7815d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748825553577936},"components":{"alpha":1.0,"bonus":1.0748825553577936,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748825553577936,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6033,"eligible_count":122,"excluded_count":18,"feature_sha256":"784f789258fb1faf845b741377e2d1326ed6ad33796a93abdd244bfd8e5dc19f","formula_version":"titan-u-contract-v1","latency_ms":30.721499999970092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0415492220244602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4545","prompt_sha256":"39c1afa2001c9ef87168e731536447164a8f0c5256c8db26d935bcbcc5c1074b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0868086919106323},"components":{"alpha":1.0,"bonus":1.0868086919106323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0868086919106323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6786,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea7ed2c3230e41034287cb28751c6c8ccbe5bf9ee33ba98f3fca0ab9babb69e1","formula_version":"titan-u-contract-v1","latency_ms":32.586499999979424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.053475358577299,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4546","prompt_sha256":"11d333ff60dc2a0009eca7f456dcfc0db94bbf7474e2fe0c4ab767abf7420232","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0894239446836114},"components":{"alpha":1.0,"bonus":1.0894239446836114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0894239446836114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6925,"eligible_count":122,"excluded_count":18,"feature_sha256":"8be4bcbc28213ec35f5ed1054a7a50fb12b1c795da043dbc5d11f603451671c8","formula_version":"titan-u-contract-v1","latency_ms":33.724874999961685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.056090611350278,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4547","prompt_sha256":"8f73e859a6ab204ede80a97bcd91203ca380097b0b90877985224fd30bf18f1e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0689695717430405},"components":{"alpha":1.0,"bonus":1.0689695717430405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0689695717430405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5493,"eligible_count":122,"excluded_count":18,"feature_sha256":"bab3e7f13f5322a0599c0aa1471bfccd90bdb34f4dd9fcb8953eb4237baf2961","formula_version":"titan-u-contract-v1","latency_ms":28.047875000027034,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035636238409707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4548","prompt_sha256":"5d79c8bc3d7e96ebf4c4b4b0a46f03d7ef0b0abd60726a2e8b14f2a5330151ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079825810605581},"components":{"alpha":1.0,"bonus":1.079825810605581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079825810605581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6374,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f59ff99fcee1572d0749cc0f99b71842ce92e2774ea497b704e0f13089a21e2","formula_version":"titan-u-contract-v1","latency_ms":27.37987500000827,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0464924772722475,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4549","prompt_sha256":"8aed52620053b8c5276ec2794ff5ff2754dd0ef2d8f1029b59381a320be40b33","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.085097691454553},"components":{"alpha":1.0,"bonus":1.085097691454553,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.085097691454553,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6690,"eligible_count":122,"excluded_count":18,"feature_sha256":"0d45c3fe114f85859c7404e9b0dd78e5ce240301414f93e7249b954644c44196","formula_version":"titan-u-contract-v1","latency_ms":26.695542000027217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0517643581212195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4550","prompt_sha256":"c01d22102c060a5f5d57fe228ac67fc57119f4d302a9f92045ee529cd1dc7562","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0775126485626514},"components":{"alpha":1.0,"bonus":1.0775126485626514,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0775126485626514,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6216,"eligible_count":122,"excluded_count":18,"feature_sha256":"85d84746d2bb83ec01d76b8461d263b890d631eec292b3ba805d0136c86988f7","formula_version":"titan-u-contract-v1","latency_ms":29.195542000024943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.044179315229318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4551","prompt_sha256":"3bda7affa25b690269142630e1827ff865822cf7c34361be18a3e9960617c4a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0804974295723706},"components":{"alpha":1.0,"bonus":1.0804974295723706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0804974295723706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6431,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfbf5636b2fb1c1b2560a37b6e8be7a04f3f17bcc634d7da2789e7da9d2525c6","formula_version":"titan-u-contract-v1","latency_ms":26.25933300004135,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0471640962390372,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4552","prompt_sha256":"39e899885f8e419709dc4322e7239c8c4419307e1c1d900da17cdf1a3ad0e273","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0799342608754017},"components":{"alpha":1.0,"bonus":1.0799342608754017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0799342608754017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6377,"eligible_count":122,"excluded_count":18,"feature_sha256":"319949e21ebb598c66a5a7304b22fd53d373ae541799133305c05d13e3ec0bc8","formula_version":"titan-u-contract-v1","latency_ms":26.687583000011728,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0466009275420682,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4553","prompt_sha256":"3fdb1cd137e86cc64823508995cf2f0b8e0c04dab280a4b397d413319127c17d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757706685209445},"components":{"alpha":1.0,"bonus":1.0757706685209445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757706685209445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6088,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce1852295af874bb89107fb269b8411de577f18895c787be561a527aa7fb1f56","formula_version":"titan-u-contract-v1","latency_ms":24.230459000023075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042437335187611,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4554","prompt_sha256":"e57ffb2c13419438cf2aed6112763decf17888d697591d8acbace36640ddd4ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737521973202195},"components":{"alpha":1.0,"bonus":1.0737521973202195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737521973202195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5951,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7af6df938d051e6ea875ab56df611e1e7cb7de783e9a9069c43873322cd2621","formula_version":"titan-u-contract-v1","latency_ms":23.786250000000564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040418863986886,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4555","prompt_sha256":"5bb3909d49119ffba57a7e8fdc104c33fa5c5fbd8a0b7f98775a3cd184040dec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0932943908206973},"components":{"alpha":1.0,"bonus":1.0932943908206973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0932943908206973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7118,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc55c4e162e1dbde22a070d35686c3e9aa55104039955ff6e803d2b4c7ff673b","formula_version":"titan-u-contract-v1","latency_ms":26.005542000007154,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.059961057487364,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4556","prompt_sha256":"3e2cb63d42eef3e36bdb32065b9b1b80a430829115e71aa68af73402787820bd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064614223703826},"components":{"alpha":1.0,"bonus":1.064614223703826,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064614223703826,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4850,"eligible_count":122,"excluded_count":18,"feature_sha256":"cadfeb7554e8a6286207261024e1b6db8a3446ebae29d5090cda80c89b35f974","formula_version":"titan-u-contract-v1","latency_ms":24.089166999999634,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0312808903704926,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4557","prompt_sha256":"e8d975ea6e046c09923e9bcc140669beb67bb317bcce2a230ea6ef207ea56348","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658755204056427},"components":{"alpha":1.0,"bonus":1.0658755204056427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658755204056427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5081,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b7aa4a021ffee731f675ee98b54a853723e06d520514e6ec6d76d1aded0d612","formula_version":"titan-u-contract-v1","latency_ms":24.1458329999773,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0325421870723093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4558","prompt_sha256":"3dc27c237f8d2d0ff21b458f3f6793bbbc2c64cfad1f2c01b46319b11fe2c4f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660289043923714},"components":{"alpha":1.0,"bonus":1.0660289043923714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660289043923714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5109,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb7c29ee5b57cd3363358280ba7790e8d6e0323c75cfa359abfb20e68fa9be97","formula_version":"titan-u-contract-v1","latency_ms":23.82895899995674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032695571059038,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4559","prompt_sha256":"fe2a94089b919566b365faa822c4412d7b675c77030b5ed01f599a491d331912","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643756422487787},"components":{"alpha":1.0,"bonus":1.0643756422487787,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643756422487787,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4802,"eligible_count":122,"excluded_count":18,"feature_sha256":"18aa443ca917cafd3ebb543674ace929a801795bbb4068b90f30d8af43a080cf","formula_version":"titan-u-contract-v1","latency_ms":22.56820900004186,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310423089154452,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4566","prompt_sha256":"872251f5c86bf9fb66c1ae445485d0cdfc4433078f25db709a2ac2144ef94123","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694195600008913},"components":{"alpha":1.0,"bonus":1.0694195600008913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694195600008913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5551,"eligible_count":122,"excluded_count":18,"feature_sha256":"d85fcdba06a17a748a20f3452ad193da2ceb7a157543c5a33433e2a46018199a","formula_version":"titan-u-contract-v1","latency_ms":25.16033299997389,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036086226667558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4568","prompt_sha256":"5d93751a0693428c4658f6235191744f0b00eeee622e7246bdd1453d36b938be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076718571778392},"components":{"alpha":1.0,"bonus":1.076718571778392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076718571778392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6162,"eligible_count":122,"excluded_count":18,"feature_sha256":"ec64f136449bb4352adf86264fec96ee7018bbcd1fd4751b112ee78ee87b0ded","formula_version":"titan-u-contract-v1","latency_ms":24.866374999987784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0433852384450586,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4569","prompt_sha256":"c89e55a92bba0a05237b045652b52a6f8f5544c9e7b432bc677f162d29d33fae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0821752724547442},"components":{"alpha":1.0,"bonus":1.0821752724547442,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0821752724547442,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6522,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3d63d52c71147ce1bb331a57cd338accdf4893b0c073a2d6bdddadd52b698a4","formula_version":"titan-u-contract-v1","latency_ms":23.93979099997523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0488419391214108,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4570","prompt_sha256":"7dc1d56c2e571bd110b7278a4d0a4fe812a2b17efe41ef468fb27d89a458aeec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0755690681274261},"components":{"alpha":1.0,"bonus":1.0755690681274261,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0755690681274261,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6076,"eligible_count":122,"excluded_count":18,"feature_sha256":"3abfb8b6d3763d714b615f28108cc7ca90a53efca4793891b6317a70cf8b345f","formula_version":"titan-u-contract-v1","latency_ms":24.428291999981866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0422357347940927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4571","prompt_sha256":"e97fde116fa2a020d557d7f4cdd89569916ad6f4e99d02ae0cdbbb22688b0555","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0790309454552265},"components":{"alpha":1.0,"bonus":1.0790309454552265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0790309454552265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6317,"eligible_count":122,"excluded_count":18,"feature_sha256":"16386c68c12239e37461b58302ff8ed8dc4fe09ed2d3e5209115dcf896328130","formula_version":"titan-u-contract-v1","latency_ms":25.30208399997491,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045697612121893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4574","prompt_sha256":"22216f08cd65512c943fc50aa2b8cc89f2e6edeb7ba39ce2c0837782cf5010e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744824335464955},"components":{"alpha":1.0,"bonus":1.0744824335464955,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744824335464955,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6009,"eligible_count":122,"excluded_count":18,"feature_sha256":"78c2718e88b7fdf758b507db6c22fc51f958576685531f3d220fc86a6cba8f2e","formula_version":"titan-u-contract-v1","latency_ms":26.117957999986174,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041149100213162,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4575","prompt_sha256":"cab93799d849e5cc617b1c5837a7e3389efeb88c64896ac6f13c9ea56480af1a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725262234556319},"components":{"alpha":1.0,"bonus":1.0725262234556319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725262234556319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5824,"eligible_count":122,"excluded_count":18,"feature_sha256":"cdc8769f757558634a393fb2607962f359ae510919a85fc4e8d328263c5f76d3","formula_version":"titan-u-contract-v1","latency_ms":28.582457999959843,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391928901222984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4577","prompt_sha256":"d44848dda0d86fdafd99fca72a13df4a4d216d0b69672f9fd6830a98b9d51013","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685539622838427},"components":{"alpha":1.0,"bonus":1.0685539622838427,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685539622838427,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5442,"eligible_count":122,"excluded_count":18,"feature_sha256":"8fb1e7ca9b39575e4a365907c4fb4b692ba4f569fce5b1f5b30935d61722cd34","formula_version":"titan-u-contract-v1","latency_ms":28.38716700000532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352206289505093,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4578","prompt_sha256":"9c7e6a82800078929a3b27705bad2bc7bd713d9df92c05c6d2e67bf0f3d3950c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0647223229556144},"components":{"alpha":1.0,"bonus":1.0647223229556144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0647223229556144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4879,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8f8a1cf2d15257d6382b6ca64005b5f9f7237eb123e2a9a6a3f796326ce4aa9","formula_version":"titan-u-contract-v1","latency_ms":25.002166999968267,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.031388989622281,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4583","prompt_sha256":"34800b226a96a99cd25e27017f771e69da5027deca1f5d4ad0b7a86fccfa07cd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0808142221549917},"components":{"alpha":1.0,"bonus":1.0808142221549917,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0808142221549917,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6441,"eligible_count":122,"excluded_count":18,"feature_sha256":"e8bd2c336c2efd76dd59f45f5fbd0db2042ea275f6068a592f553cf4b280695f","formula_version":"titan-u-contract-v1","latency_ms":23.811375000036605,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474808888216582,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4588","prompt_sha256":"5a7f881dcc9412ce7c754cfdf53c86850a6edf568d1bf1268438f861c7473541","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0702673767860535},"components":{"alpha":1.0,"bonus":1.0702673767860535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0702673767860535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5652,"eligible_count":122,"excluded_count":18,"feature_sha256":"2a6628175564e35fcac5dc721ddba042e4625509ee7eb4e282e9fe9d05084241","formula_version":"titan-u-contract-v1","latency_ms":25.24875000000293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0369340434527201,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4589","prompt_sha256":"519428a6a629275aa72c0abf91921f5256f383d3e1d775b845b3fa1252a7fb94","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0858105267494864},"components":{"alpha":1.0,"bonus":1.0858105267494864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0858105267494864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6728,"eligible_count":122,"excluded_count":18,"feature_sha256":"85b5f05d72e3c45cdf4c41d4734f0827a67140320d639bd637cc66ff5575febb","formula_version":"titan-u-contract-v1","latency_ms":24.977208999985123,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.052477193416153,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4590","prompt_sha256":"eb0e3d71cd097ff71d3ea9fbdc7ec377127588227ba1e44b0240f17145492c16","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0795945745104965},"components":{"alpha":1.0,"bonus":1.0795945745104965,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0795945745104965,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6359,"eligible_count":122,"excluded_count":18,"feature_sha256":"19927c0911e159f1a4947107e9a2e471adc579bf612c881a417ffec190c1646e","formula_version":"titan-u-contract-v1","latency_ms":26.63491700002396,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.046261241177163,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4591","prompt_sha256":"87e46a9aeb874e5da2c2ce2e3d8ec4d917dc32387d798c39ad5baf9336602552","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0834150325763898},"components":{"alpha":1.0,"bonus":1.0834150325763898,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0834150325763898,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6595,"eligible_count":122,"excluded_count":18,"feature_sha256":"cb1d97e3afabc6d75922f9fed513337fcc2e5259c1865a21c671cc30c222ae45","formula_version":"titan-u-contract-v1","latency_ms":28.82762499996261,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0500816992430564,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4593","prompt_sha256":"05d5729b5e8be66a0a15c1740e58a013a25b4c10eab803bd5b5587ba117712fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0792887161517533},"components":{"alpha":1.0,"bonus":1.0792887161517533,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0792887161517533,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6337,"eligible_count":122,"excluded_count":18,"feature_sha256":"86342f56d642ac077ae4f3dfa7753df256836b12b049187d843198b85d719d10","formula_version":"titan-u-contract-v1","latency_ms":27.47329100003526,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0459553828184198,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4594","prompt_sha256":"724b826cc214f1416d78ce13c49b36835b233b4fbbabe2688956446a4340c1e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1489810737399029},"components":{"alpha":1.0,"bonus":1.1489810737399029,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1489810737399029,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7115,"eligible_count":122,"excluded_count":18,"feature_sha256":"86619ff755905b5a4635c77b51dfa777b6737643f2613fb1e4b8bbbf86f8408a","formula_version":"titan-u-contract-v1","latency_ms":28.143499999998767,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1156477404065694,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4595","prompt_sha256":"23c13ce82703cb36561e7c92434a7c08f157279b294289b80f0fb95348a9adde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0772692473332746},"components":{"alpha":1.0,"bonus":1.0772692473332746,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0772692473332746,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6199,"eligible_count":122,"excluded_count":18,"feature_sha256":"81dd95c9152ebdf5cfa1756c519bb24d96bf48e1344e213cf7f7b0e3ccfa5a1d","formula_version":"titan-u-contract-v1","latency_ms":27.597750000040833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0439359139999411,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4596","prompt_sha256":"52538fc5553eceebb764b59ac2e5f5f54bdb7cc7c7438597ef1eba47e934e46e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0785363671719654},"components":{"alpha":1.0,"bonus":1.0785363671719654,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0785363671719654,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6312,"eligible_count":122,"excluded_count":18,"feature_sha256":"3429ef5ee9a89fb20ec20929b241aa06d406f848409e2f3594e0d389145ce2e3","formula_version":"titan-u-contract-v1","latency_ms":33.30037500001026,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045203033838632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4598","prompt_sha256":"6265949601d469643ff12e6a2138624c6d68665ea6b456ca3ffe1420619dffd1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0810696706561054},"components":{"alpha":1.0,"bonus":1.0810696706561054,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0810696706561054,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6456,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f9080037f05b7a837f7b06c1b9ffb87470ff6629566274954de75d831aa7c83","formula_version":"titan-u-contract-v1","latency_ms":29.637250000007498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047736337322772,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4599","prompt_sha256":"3e2e59bd276acc1d5d625d00e99881da05eee91e10efe0941053913f7038cdae","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081053652692594},"components":{"alpha":1.0,"bonus":1.081053652692594,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081053652692594,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6451,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcca8572724c26e95b04b332eaf626894ef2cb9eaf32ed4a558453b93fff276a","formula_version":"titan-u-contract-v1","latency_ms":28.740333000030205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0477203193592606,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4602","prompt_sha256":"6103b50677e386cb971640c113b557d8e048e64f1005c9ff2d5a819c20916602","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709861256104114},"components":{"alpha":1.0,"bonus":1.0709861256104114,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709861256104114,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5696,"eligible_count":122,"excluded_count":18,"feature_sha256":"412de32e89bc21bdd6162452e577d0bca8bf52357cab7b021598d64a09b3bbeb","formula_version":"titan-u-contract-v1","latency_ms":28.713875000050848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037652792277078,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4603","prompt_sha256":"ae6fcf5b2f243c7a4823b1b28a34f0206d66b5eb74706cdebdcf085e48e66402","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.070125726404379},"components":{"alpha":1.0,"bonus":1.070125726404379,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.070125726404379,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5605,"eligible_count":122,"excluded_count":18,"feature_sha256":"63d0886d64013197a726d788d0b8428f60b9ee328773600c3584da4564f5b6e4","formula_version":"titan-u-contract-v1","latency_ms":29.285417000039615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367923930710456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4604","prompt_sha256":"845f41042484fdbf44ed8e8ac62f17d8c2de456e2babd09c770b5e146d7826be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0863342350826009},"components":{"alpha":1.0,"bonus":1.0863342350826009,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0863342350826009,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6782,"eligible_count":122,"excluded_count":18,"feature_sha256":"29e1f1e12d82278053b8be477dae3799f9e7db12a8f0e3083aefc47bf0616c6b","formula_version":"titan-u-contract-v1","latency_ms":25.044999999977335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0530009017492674,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4606","prompt_sha256":"46c9675ad4a255e39258c9129d35a72b5a649e89a89db12aa5f2252c1159b158","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737274444662388},"components":{"alpha":1.0,"bonus":1.0737274444662388,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737274444662388,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5929,"eligible_count":122,"excluded_count":18,"feature_sha256":"b3798c9c1250b490bbdafe2a83c4809a8cf0529679bed73431979bf020fd1a40","formula_version":"titan-u-contract-v1","latency_ms":23.819875000015145,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0403941111329054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4607","prompt_sha256":"00ead7ae3950d3d268a6331db2fcb42665560963f50c627d3bbd30e250b854f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.077903419258887},"components":{"alpha":1.0,"bonus":1.077903419258887,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.077903419258887,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6252,"eligible_count":122,"excluded_count":18,"feature_sha256":"12f90152e199f14d36480e229fc151d8ca8ef1a52f1a330c0f8f1dcf88482119","formula_version":"titan-u-contract-v1","latency_ms":24.11166699999967,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0445700859255536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4608","prompt_sha256":"71336ba6aa01e18c19c4c08b318aaceb7db52a95ada6779b5476988d92818026","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0703899150835174},"components":{"alpha":1.0,"bonus":1.0703899150835174,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0703899150835174,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5631,"eligible_count":122,"excluded_count":18,"feature_sha256":"77399a6a0bf60052b338615f09053b93a05031e21d091c17366eff02e8225d30","formula_version":"titan-u-contract-v1","latency_ms":24.086167000007208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037056581750184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4609","prompt_sha256":"242b93cd65b14adbf4afbe609416f21efe32791501246e88f1ea169c4c1f6269","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0999604538345913},"components":{"alpha":1.0,"bonus":1.0999604538345913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0999604538345913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7419,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ea625c5910f4955a6818c396faaec03300ad6666d7433951b58419d13f658cd","formula_version":"titan-u-contract-v1","latency_ms":28.57787499999631,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0666271205012579,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4610","prompt_sha256":"2758ec0efad8d8af13f464fe975eef90a6c6bb83575c366d59fb7579f8ab8fa6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.130746006515168},"components":{"alpha":1.0,"bonus":1.130746006515168,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.130746006515168,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5962,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f9c5bee8ebe712ed52f5139e2b4945d1df0cf81480d6043c17e3369f32858d7","formula_version":"titan-u-contract-v1","latency_ms":24.465500000019347,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0974126731818346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4611","prompt_sha256":"cced78a343f5fcbd3dd68b10e723a18cef44705ab826ef8099f1b83e8e621aa8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0686967859559136},"components":{"alpha":1.0,"bonus":1.0686967859559136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0686967859559136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5456,"eligible_count":122,"excluded_count":18,"feature_sha256":"19ea80249a5c373364bf0a28f3e7d445862f17b8f280b7a9da3a92136e042b74","formula_version":"titan-u-contract-v1","latency_ms":23.424083999998402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353634526225801,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4614","prompt_sha256":"74d4590b0df3d72a4fc2fc0bf086f3a7ee652eac0c41ff94e153fc8c94648135","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0651284546945499},"components":{"alpha":1.0,"bonus":1.0651284546945499,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0651284546945499,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4959,"eligible_count":122,"excluded_count":18,"feature_sha256":"095924bb69bceba05a3469595d4d041bad44759449623d1b77d61120e5b079e4","formula_version":"titan-u-contract-v1","latency_ms":28.4342080000215,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317951213612164,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4616","prompt_sha256":"398424f485517e5426940a6496b0568152fe208c3e7614e8152ea6f687c3692b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068378038342468},"components":{"alpha":1.0,"bonus":1.068378038342468,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068378038342468,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5419,"eligible_count":122,"excluded_count":18,"feature_sha256":"321f18ad9b96eb96dbca7bdec3736b628f8c9f35142847c5b74a08ea4f22c766","formula_version":"titan-u-contract-v1","latency_ms":25.318333000029725,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0350447050091345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4617","prompt_sha256":"66c8c592a8e62c1990230c472c8193f3ef94f01b2c9412cce7cf014133fb1a05","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0754355549322798},"components":{"alpha":1.0,"bonus":1.0754355549322798,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0754355549322798,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6067,"eligible_count":122,"excluded_count":18,"feature_sha256":"320c1028857318a4a3d1ad8fea1d2d9de7b39c20228e510043b8a166a58ad6ed","formula_version":"titan-u-contract-v1","latency_ms":24.770082999964416,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0421022215989464,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4621","prompt_sha256":"7153c359b03fd60b4f7cb8ddf12cebd4d253ac54a6eb41f306c072222475934e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0694195600008913},"components":{"alpha":1.0,"bonus":1.0694195600008913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0694195600008913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5541,"eligible_count":122,"excluded_count":18,"feature_sha256":"02d2246be266e4aeff5110b994294e9eaf554cf47a1bb9b41bc54da108fd770d","formula_version":"titan-u-contract-v1","latency_ms":29.43187500000022,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036086226667558,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4622","prompt_sha256":"22a50ad4572d1d7af6938ea0891564ffdad66b9478c6c1e9bfc79270d9704359","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076481900103295},"components":{"alpha":1.0,"bonus":1.076481900103295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076481900103295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6147,"eligible_count":122,"excluded_count":18,"feature_sha256":"fb4de915c457cec90a70a0e3b9af2894a93a7bd73d4dea25c5e1462950d8761a","formula_version":"titan-u-contract-v1","latency_ms":24.01204099999177,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0431485667699616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4623","prompt_sha256":"49dd3f5712402b7288928f11aa6acd71d046e06d18cde8b8939d559c272ea622","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.092312970260813},"components":{"alpha":1.0,"bonus":1.092312970260813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.092312970260813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7075,"eligible_count":122,"excluded_count":18,"feature_sha256":"a5c6dd9538d4024ec50f50894a488a5f3c0f220d6c2d6e84cd6807e985285ec5","formula_version":"titan-u-contract-v1","latency_ms":23.99995799999033,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0589796369274795,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4624","prompt_sha256":"6ef2f09819f86560c9cdcf2baeddc194a58127bd151c91fce5940ecf7c3a4567","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.073153970925188},"components":{"alpha":1.0,"bonus":1.073153970925188,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.073153970925188,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5904,"eligible_count":122,"excluded_count":18,"feature_sha256":"e9c6243dfc09bf60f2ef07bbbcbe76b9662cf2e094b10fec063ee19023ce95f2","formula_version":"titan-u-contract-v1","latency_ms":23.31441699999459,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398206375918546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4625","prompt_sha256":"e5edba20111956cd41db0e6b991587008dd1f0a275006c76e94ece49fe46c21c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0774695471334677},"components":{"alpha":1.0,"bonus":1.0774695471334677,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0774695471334677,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6210,"eligible_count":122,"excluded_count":18,"feature_sha256":"0211fb9a58d1da5d3c1a7270d28bd1c8965d292736a9e0c7f3f9afd5199f58bc","formula_version":"titan-u-contract-v1","latency_ms":23.87941699998919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0441362138001342,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4626","prompt_sha256":"ea666b50025fcb597764acf9c5635cc0f1d537a94b5c7bac77ce8717315b9ffc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0869556144629364},"components":{"alpha":1.0,"bonus":1.0869556144629364,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0869556144629364,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6792,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf128e5bf22a7cd2697720b177c791ca178eca6c516fa7ae94a1f46d6c890200","formula_version":"titan-u-contract-v1","latency_ms":24.551374999987274,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.053622281129603,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4627","prompt_sha256":"26418ce461ef096f9715426fa7649611ff8de67af727bf1179d4e4d694cdeb0d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1397896735801742},"components":{"alpha":1.0,"bonus":1.1397896735801742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1397896735801742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6612,"eligible_count":122,"excluded_count":18,"feature_sha256":"9e2a3baeb8e8da2f107b83f913afba79e1513685ffdaeab966d2bf28f602b776","formula_version":"titan-u-contract-v1","latency_ms":23.471166999968318,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1064563402468408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4628","prompt_sha256":"7c82f66160afadc674203a1accccc2f1e01885ebba469d12511c366000dab8e2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072748954934238},"components":{"alpha":1.0,"bonus":1.072748954934238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072748954934238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5851,"eligible_count":122,"excluded_count":18,"feature_sha256":"001748865a9170e67ec22e551f798fd0ee0d3dfe1813fa1cd1d6f2ed7a7da52b","formula_version":"titan-u-contract-v1","latency_ms":23.347708000017064,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394156216009045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4630","prompt_sha256":"03d07d47d3a23e8eb2a6e1bce31a20ef87903d5fc81c2fc787f484a52756bb83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0858644345923218},"components":{"alpha":1.0,"bonus":1.0858644345923218,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0858644345923218,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6733,"eligible_count":122,"excluded_count":18,"feature_sha256":"5593810368a95f419c038b678dc7197b7e550a27d25289deedc03ddf9522950a","formula_version":"titan-u-contract-v1","latency_ms":23.04358300000331,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0525311012589884,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4631","prompt_sha256":"90efca1d5b69767802e2ebd63b56cb0790e398d6e7ac971019df61e570619a86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0709435238377418},"components":{"alpha":1.0,"bonus":1.0709435238377418,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0709435238377418,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5682,"eligible_count":122,"excluded_count":18,"feature_sha256":"49a07a0d5d2e7d98a03d8bbf917fb593c578e075468199b30123dd064e62a642","formula_version":"titan-u-contract-v1","latency_ms":22.60245899998381,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0376101905044084,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4632","prompt_sha256":"7a7642e18cb27f0d4c73c3fa7f3ce3efae5d5cf4e0ea833edf4a7491bbc9c81c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0716611521371855},"components":{"alpha":1.0,"bonus":1.0716611521371855,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0716611521371855,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5754,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0c6031c31a332d6a7324bf004e4a7d8890b34bbc5bec47f5b7c0309216b66c7","formula_version":"titan-u-contract-v1","latency_ms":23.25700000000097,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038327818803852,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4633","prompt_sha256":"70c417843e207a846c210a17410c221535613a39afa4d8ced973cd7c2765b65b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0644658871941366},"components":{"alpha":1.0,"bonus":1.0644658871941366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0644658871941366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4823,"eligible_count":122,"excluded_count":18,"feature_sha256":"87609c218a32e482675548367d722207cb00e973939c3785db99eb623020d5e9","formula_version":"titan-u-contract-v1","latency_ms":21.86195800004498,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0311325538608032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4634","prompt_sha256":"d33a99bee4e424d5897361840a9b3a299a2f4b579c75eda0440495c2f1a1db3e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065510441056304},"components":{"alpha":1.0,"bonus":1.065510441056304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065510441056304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5021,"eligible_count":122,"excluded_count":18,"feature_sha256":"7c1dc1296c5c4ef68fd5ec7c1c4d468bb12d83fc228315f3934b45a2c9bed88a","formula_version":"titan-u-contract-v1","latency_ms":22.54899999996951,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0321771077229707,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4639","prompt_sha256":"cc00bde6115df96845d20223dfd2413fe81025d4e272d47f6c80b6b7b8bff450","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767605496348758},"components":{"alpha":1.0,"bonus":1.0767605496348758,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767605496348758,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6166,"eligible_count":122,"excluded_count":18,"feature_sha256":"b0834c51ef47411568dfebe2c6c3b1abc80b190d08c37fcd1478a5539d9b5ce8","formula_version":"titan-u-contract-v1","latency_ms":22.443875000021762,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0434272163015423,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4644","prompt_sha256":"c542d0c85e320a97e7ed45f0a1345f39421ea678b92349a089aa7b9b0cdd5cb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0718398317845814},"components":{"alpha":1.0,"bonus":1.0718398317845814,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0718398317845814,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5774,"eligible_count":122,"excluded_count":18,"feature_sha256":"aadc9a2fbeedf0ac0968e55ce8408d7e118769706a9cb13de41a6b28f195a9e2","formula_version":"titan-u-contract-v1","latency_ms":21.93129200003341,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038506498451248,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4646","prompt_sha256":"dacc91a832ed3ca1ffe77157d07dbc9bf5d9143eddc5397635f9ca684d8cfdcb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0790309454552263},"components":{"alpha":1.0,"bonus":1.0790309454552263,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0790309454552263,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6318,"eligible_count":122,"excluded_count":18,"feature_sha256":"37c64b2bc0e531b44e66043e1b83fee85f2a00b4a762476adcf33dcb513d34ca","formula_version":"titan-u-contract-v1","latency_ms":23.7405830000057,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0456976121218928,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4647","prompt_sha256":"faf44a1650e6bc1791cbab86f37b87a74afa0b6f861e7284b49c7a0027c785cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0835172219731903},"components":{"alpha":1.0,"bonus":1.0835172219731903,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0835172219731903,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6598,"eligible_count":122,"excluded_count":18,"feature_sha256":"c98a146b4ee0cb205852e163cae674fc54fbe666701ab5e4ec7c44f72ff6dcdb","formula_version":"titan-u-contract-v1","latency_ms":22.543208999991293,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.050183888639857,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4649","prompt_sha256":"9d21927255411376b9d8328ea69c503d502295b113ff7d8b069352f661bdb6a0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1034828952004647},"components":{"alpha":1.0,"bonus":1.1034828952004647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1034828952004647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7582,"eligible_count":122,"excluded_count":18,"feature_sha256":"37f67c763dee4bbb1ec50645a6e03f1bfbe30eddc23b882e17f785ae4a49542d","formula_version":"titan-u-contract-v1","latency_ms":23.497791000011148,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0701495618671313,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4650","prompt_sha256":"42a21be4021ce8f648fa3b4265caec57920504e0dd5e8571096fdce414143275","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0945850954813883},"components":{"alpha":1.0,"bonus":1.0945850954813883,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0945850954813883,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7183,"eligible_count":122,"excluded_count":18,"feature_sha256":"c5580e25137af64955ff172a09dffba9fa52672a7148984335266e2288f5889c","formula_version":"titan-u-contract-v1","latency_ms":25.950915999999324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0612517621480548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4651","prompt_sha256":"a7420a27598e6ac0d539daac5a992f55b66c5d5e251853988d45ddac628c2952","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0752234106512468},"components":{"alpha":1.0,"bonus":1.0752234106512468,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0752234106512468,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6048,"eligible_count":122,"excluded_count":18,"feature_sha256":"a9cb0ea8370603188694e03515ce435f811ccc58a6898a682610074241b8f055","formula_version":"titan-u-contract-v1","latency_ms":24.935916999993424,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0418900773179134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4652","prompt_sha256":"55fd7943a5f9bfc3d49b3197811dd07d48f3ddd4a0ae01ea0619c351c180a38e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1413109238940982},"components":{"alpha":1.0,"bonus":1.1413109238940982,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1413109238940982,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6695,"eligible_count":122,"excluded_count":18,"feature_sha256":"5b3c6e79b8c318a690f591139c5297a730a25cdd763e9971cd848aa34749058f","formula_version":"titan-u-contract-v1","latency_ms":43.951042000003326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1079775905607647,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4653","prompt_sha256":"dd237951bc0885ccd4d6bc6f399af7f19fa2bda4331ea8bf1069e49d29362f04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0769572879181422},"components":{"alpha":1.0,"bonus":1.0769572879181422,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0769572879181422,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6178,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2634d983ddf98db008adcc23dc6c41cf860aaf92120ca8ee1b6f27d977cbbbc","formula_version":"titan-u-contract-v1","latency_ms":31.970042000011745,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0436239545848087,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4655","prompt_sha256":"9f14026487be69e9f4feea3a46a9542b3e9d36e963a38d76da89f6d35fe4801e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0790309454552265},"components":{"alpha":1.0,"bonus":1.0790309454552265,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0790309454552265,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6316,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2c8b09177cb66fcc48112a627a63fadeecbe0feadc5716098d23464211f0a89","formula_version":"titan-u-contract-v1","latency_ms":25.916208000012375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045697612121893,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4656","prompt_sha256":"b4472143a4eb71f16008234c300841d150c9a496c5afca68e243c16e062f4225","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0790158457189125},"components":{"alpha":1.0,"bonus":1.0790158457189125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0790158457189125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6321,"eligible_count":122,"excluded_count":18,"feature_sha256":"56fcc32906105ed091c09d85127d65744f44575002d54e450b1caefa755d02f5","formula_version":"titan-u-contract-v1","latency_ms":24.3742080000402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.045682512385579,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4657","prompt_sha256":"7856d455900c64120b8dbf6dbd0d997f8f07c4aa7f6a8c497e404281e080bffa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685185458439643},"components":{"alpha":1.0,"bonus":1.0685185458439643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685185458439643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5440,"eligible_count":122,"excluded_count":18,"feature_sha256":"980a9eac16388d44dd824e355c221165bbaedfd1de12092deedc11a12585c9ea","formula_version":"titan-u-contract-v1","latency_ms":24.04416699999956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.035185212510631,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4658","prompt_sha256":"488f91b6ce6e957d38953ff001e6b263f6069e42a671e2e294e45faad207edf3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0648741452925317},"components":{"alpha":1.0,"bonus":1.0648741452925317,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0648741452925317,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4906,"eligible_count":122,"excluded_count":18,"feature_sha256":"fc406ed746b95b2ddc5b544e549d026a2916fb98cad3a5e23d8f875b752aabb8","formula_version":"titan-u-contract-v1","latency_ms":22.25445800002035,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0315408119591982,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4661","prompt_sha256":"599d61e6b431d68e5525e2ac35ae82601ea18458ef54e3cfa725cb9667b45860","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0670977579397305},"components":{"alpha":1.0,"bonus":1.0670977579397305,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0670977579397305,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5261,"eligible_count":122,"excluded_count":18,"feature_sha256":"58479dc51b0da42fd0c12fa07b3bdc08e8fdfa6da82c298b463bbce7b67f8724","formula_version":"titan-u-contract-v1","latency_ms":22.772250000002714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.033764424606397,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4663","prompt_sha256":"7606175bf64be9a3d5b9433ed91a7b0861bf58cd2464c6374bb3566a7ffd0749","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0748955763235795},"components":{"alpha":1.0,"bonus":1.0748955763235795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0748955763235795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6030,"eligible_count":122,"excluded_count":18,"feature_sha256":"0fc8adceef28da1ed639a03f15e615a8af436683c47fedb04427fe83e380a810","formula_version":"titan-u-contract-v1","latency_ms":23.875792000012552,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041562242990246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4676","prompt_sha256":"afe86903243fe8e9ffa0dafae9eb75e6cfbc7cc7e567a024c7d315e6391f4918","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079686879522253},"components":{"alpha":1.0,"bonus":1.079686879522253,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079686879522253,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6369,"eligible_count":122,"excluded_count":18,"feature_sha256":"72edb06eb5c5d2bb2b2af0d7d37ad632aa8188f6dd13c6e7399d4d07c479b73c","formula_version":"titan-u-contract-v1","latency_ms":30.631625000012264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0463535461889195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4677","prompt_sha256":"4749bde92476e601bb0fd2984f3b1f429f0312f715f38bc1fae8fc40e44e354f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0712441510925508},"components":{"alpha":1.0,"bonus":1.0712441510925508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0712441510925508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5720,"eligible_count":122,"excluded_count":18,"feature_sha256":"fab43f4cf1c053ecd0dc23605480b8d53016c717fc42ca86b43cc50f4cee4ed6","formula_version":"titan-u-contract-v1","latency_ms":23.14179199998989,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0379108177592173,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4678","prompt_sha256":"4e2dbb400a3be7aba69db3571ddcc63e74e675e315ee26a1987ee290ac453fb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0863523973600828},"components":{"alpha":1.0,"bonus":1.0863523973600828,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0863523973600828,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6764,"eligible_count":122,"excluded_count":18,"feature_sha256":"fddfd12d2f52969b591252cce267a62c780da260e6e7c673593b7e88e885fd5b","formula_version":"titan-u-contract-v1","latency_ms":24.34483399997589,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0530190640267494,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4679","prompt_sha256":"05b4cf779d2cc60a90ecd0777bdba7b899b6951e0b1a2fce382db6b1c1fc4f22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0853637099205502},"components":{"alpha":1.0,"bonus":1.0853637099205502,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0853637099205502,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6715,"eligible_count":122,"excluded_count":18,"feature_sha256":"48cfe2edb2ebefbde0e2f84204fb7016834e6fc70ea1d709d5fe30762b799281","formula_version":"titan-u-contract-v1","latency_ms":23.364458000003197,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0520303765872168,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4680","prompt_sha256":"4cedd06049eef0fa4995460bf7a01b558c511c361fa961f3103f7f3dc9037e38","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0708375226896},"components":{"alpha":1.0,"bonus":1.0708375226896,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0708375226896,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5686,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f21f7ac1e6b06dc7b4003d203376ee20372e2668ea9891584ce44cde4112534","formula_version":"titan-u-contract-v1","latency_ms":25.089874999991935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0375041893562666,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4681","prompt_sha256":"12de233ecf1150cc463226e7eab8f2cecd71e4d5ad087c41659d376dd6e491af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0778161369176102},"components":{"alpha":1.0,"bonus":1.0778161369176102,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0778161369176102,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6240,"eligible_count":122,"excluded_count":18,"feature_sha256":"37b63be57cc6e0503ef59f67a08cb41d6230c30475c37099c3221c003431e7b9","formula_version":"titan-u-contract-v1","latency_ms":23.65112499995803,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444828035842768,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4682","prompt_sha256":"931bba5ea1d3d4ecef297aa9ef1a472f5007e2ea66120bdbd8e06660db493da0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0791823293586678},"components":{"alpha":1.0,"bonus":1.0791823293586678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0791823293586678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6330,"eligible_count":122,"excluded_count":18,"feature_sha256":"604fc2afaf6c6611b079a9a6f0b2df77eef02141938b767fe858a75a33a287fb","formula_version":"titan-u-contract-v1","latency_ms":25.22254199999452,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0458489960253343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4683","prompt_sha256":"ca862406a9ab5a81a898ec4e1f5692f92e413d586b9d0c10472b6ad10f3750ad","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0800274916929198},"components":{"alpha":1.0,"bonus":1.0800274916929198,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0800274916929198,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6385,"eligible_count":122,"excluded_count":18,"feature_sha256":"dabf0eb2cc37ea3393b21c0319f24a8e66a064ad95760ec40da5370ea77223e6","formula_version":"titan-u-contract-v1","latency_ms":24.399707999975817,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0466941583595863,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4684","prompt_sha256":"146028c55c30ab5edf267654f7373c0994e4752c1ba910cf0f743ab31a670053","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0819942380853975},"components":{"alpha":1.0,"bonus":1.0819942380853975,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0819942380853975,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6511,"eligible_count":122,"excluded_count":18,"feature_sha256":"d407874996ef6dc23353f15714c7c819b3e35cd1a6bed03f63339728e2b1be96","formula_version":"titan-u-contract-v1","latency_ms":23.977666999996927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048660904752064,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4686","prompt_sha256":"bec9626382bde5ec3189a0e77a6729b3b15255dbbe79191ecef97d50b8c34962","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0880339529686103},"components":{"alpha":1.0,"bonus":1.0880339529686103,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0880339529686103,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6854,"eligible_count":122,"excluded_count":18,"feature_sha256":"b1b53624c905d51a09300a8e9ded8ca429466cbde7bbf0c89f734510622359a3","formula_version":"titan-u-contract-v1","latency_ms":25.09683400000995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0547006196352768,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4687","prompt_sha256":"09b8be11f90f11e71b3d633721559d857be3e73bdfccb115b584e88adae1f888","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0928631011304664},"components":{"alpha":1.0,"bonus":1.0928631011304664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0928631011304664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7100,"eligible_count":122,"excluded_count":18,"feature_sha256":"fe7daf16ae8f5b0b2de9b000279b5197dc76d27b10ad10b42405f9910b048af8","formula_version":"titan-u-contract-v1","latency_ms":24.017332999960672,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.059529767797133,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4688","prompt_sha256":"390b48c701a51277212c117a93a424b353c4f08c0894abbbd7ad07c0a4d262a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0722945607434555},"components":{"alpha":1.0,"bonus":1.0722945607434555,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0722945607434555,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5814,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd68729dbfa1137175f00ed8becec2eb3242b4edce1209a400e0d24321b7ce0c","formula_version":"titan-u-contract-v1","latency_ms":26.005416000032255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038961227410122,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4689","prompt_sha256":"f293c80259f432f0a7560fc0b4e38e199f38368dac082d80daf3d66d9a997597","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0707427365210096},"components":{"alpha":1.0,"bonus":1.0707427365210096,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0707427365210096,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5675,"eligible_count":122,"excluded_count":18,"feature_sha256":"754a795d20f5724975e95b955c5d16b176cfd15a56e1576f0dd9aa7576f1cf2e","formula_version":"titan-u-contract-v1","latency_ms":23.150042000054327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0374094031876762,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4690","prompt_sha256":"770284594515ab022aff1b79b147fe78999eba898cdb43e27a2097c5995d491c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0829246424613304},"components":{"alpha":1.0,"bonus":1.0829246424613304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0829246424613304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6575,"eligible_count":122,"excluded_count":18,"feature_sha256":"ccef92f2d912d2449581257d846f74d80047438b3a90aee9cb37645cd6013f73","formula_version":"titan-u-contract-v1","latency_ms":23.88100000001714,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.049591309127997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4691","prompt_sha256":"9f7b4aa900b8c32ad705540894b6ac4b3f142bb81a19418f4ec516d324451abd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0782698272290197},"components":{"alpha":1.0,"bonus":1.0782698272290197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0782698272290197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6261,"eligible_count":122,"excluded_count":18,"feature_sha256":"08ad03c0407e6a6a7624ffb7623a19677da051eacfa398887630f0725c5f884b","formula_version":"titan-u-contract-v1","latency_ms":23.68808299996772,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0449364938956862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4692","prompt_sha256":"c9290ab87484938bd8ea551d5bf5180acdedb73f5533a010a2e5a8b2cf9ce53e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0941868020646657},"components":{"alpha":1.0,"bonus":1.0941868020646657,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0941868020646657,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7170,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a83d16d598ccdd38ca7d0f08a2b06ee7dc2ee6e08629a947ea46a894b931aec","formula_version":"titan-u-contract-v1","latency_ms":23.915332999990824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0608534687313322,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4693","prompt_sha256":"265a371d469c9d82332aaa0017ae9b356fdb20f6c2838a6f585d8fe609238bb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0996888764555182},"components":{"alpha":1.0,"bonus":1.0996888764555182,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0996888764555182,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7431,"eligible_count":122,"excluded_count":18,"feature_sha256":"932091e769a885afbe43ffe885d3346378e4582053d9249a9f11927a27d283e0","formula_version":"titan-u-contract-v1","latency_ms":23.889125000039257,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0663555431221847,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4694","prompt_sha256":"a7196ecb94d2e09d8974e4df29cff42dd0d1a01f5263db543a54291a2b06d90e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0875104920470884},"components":{"alpha":1.0,"bonus":1.0875104920470884,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0875104920470884,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6825,"eligible_count":122,"excluded_count":18,"feature_sha256":"8354fc134613cec1e806bd3adbbd6637926321f31f152f1b3dc66eed491f934d","formula_version":"titan-u-contract-v1","latency_ms":24.202500000001237,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.054177158713755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4696","prompt_sha256":"721971b031a0ded9347aac555e85862ae09a881abfff981f2f8d8ba9ab30c447","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0999604538345913},"components":{"alpha":1.0,"bonus":1.0999604538345913,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0999604538345913,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7441,"eligible_count":122,"excluded_count":18,"feature_sha256":"377a627d97d7e09e95f5b6e184ba7202e59075f6881d548716fa850dec6cce9c","formula_version":"titan-u-contract-v1","latency_ms":24.895874999970147,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0666271205012579,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4697","prompt_sha256":"e18240e4e36aada8dc4d30ed94f4b2328f514774e87d3219c4a3b622f9439703","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066969866168909},"components":{"alpha":1.0,"bonus":1.066969866168909,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066969866168909,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5246,"eligible_count":122,"excluded_count":18,"feature_sha256":"0c82ffc2676ac7e370b98599933ac723bb1d70d74351118be0d3d023af15fb02","formula_version":"titan-u-contract-v1","latency_ms":22.801416999982393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0336365328355757,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4708","prompt_sha256":"f10289364782ab5857fe7ad679e5d190d4d9b93210c753505a300c6a0ddcd534","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075316000066957},"components":{"alpha":1.0,"bonus":1.075316000066957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075316000066957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6062,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a40858694ceddd544e8c386716cb676dc75023d476ed171a27940b11b9e1f73","formula_version":"titan-u-contract-v1","latency_ms":26.37600000002749,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0419826667336236,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4709","prompt_sha256":"fa9ec4bfb1be0b40803856f8cdcd9a08b9917dd7c2c9c22ab029a08dc62e217e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1249608882090079},"components":{"alpha":1.0,"bonus":1.1249608882090079,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1249608882090079,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5381,"eligible_count":122,"excluded_count":18,"feature_sha256":"dafb75f39346c61b62f91c281bcd30f3abf2c04c08183389c10802d640bb1d3f","formula_version":"titan-u-contract-v1","latency_ms":25.47566700002335,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0916275548756744,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4710","prompt_sha256":"e2ae604534217a852dbf7f607371cd5545e0ae6e9645614aa720d53a5fccec49","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745593428238385},"components":{"alpha":1.0,"bonus":1.0745593428238385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745593428238385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6006,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce43365dd20171d11ca4d22952533ed7dff3e3c77030687cee193c789f58509e","formula_version":"titan-u-contract-v1","latency_ms":24.764624999988882,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.041226009490505,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4712","prompt_sha256":"bb5ee98ed8ac1d3c92c177fd58e45fd2e6b83b81648ec46c0e6942faec02114c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0907712330330772},"components":{"alpha":1.0,"bonus":1.0907712330330772,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0907712330330772,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6997,"eligible_count":122,"excluded_count":18,"feature_sha256":"92f25305b01606343ce925e1df823dd0cb6b3caac6394b268d5fdc852e9ea911","formula_version":"titan-u-contract-v1","latency_ms":26.12016699998776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0574378996997438,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4713","prompt_sha256":"4864f803ef95bb1a3bfcc2f81bb866c10cfcf90ccbba8ce8fa026675ef246713","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1023307161702878},"components":{"alpha":1.0,"bonus":1.1023307161702878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1023307161702878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7534,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd8e2b4f833a9f0cd7c8aaf2ecf6a23fbc7bf29cb74fbb24e7a4e32db0dd61ea","formula_version":"titan-u-contract-v1","latency_ms":26.055041999995865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0689973828369543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4714","prompt_sha256":"5e343d7e3072d4f69a194065862b434ff6f43174c54c2acca6b5fed31a31e4dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.091167812626683},"components":{"alpha":1.0,"bonus":1.091167812626683,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.091167812626683,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7030,"eligible_count":122,"excluded_count":18,"feature_sha256":"ba07816937b2b04b1a37aa913c1b7b51c8049b0d9e5364766c00f6e6a3498e19","formula_version":"titan-u-contract-v1","latency_ms":26.30570799999532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0578344792933496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4715","prompt_sha256":"a26b29cd6b2095c865308a934047d6337572095929d3492d833ab803b586de8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0777870992222907},"components":{"alpha":1.0,"bonus":1.0777870992222907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0777870992222907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6242,"eligible_count":122,"excluded_count":18,"feature_sha256":"df41162a2d28f6b24d1d9fe53c8910674d67cf11171ace74c496160ece509d06","formula_version":"titan-u-contract-v1","latency_ms":25.659500000017488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0444537658889572,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4716","prompt_sha256":"cde2ec00634d8e8f8496508c59b66dc7817fcc8a47038afb2f67fe7aad3725c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072145516155573},"components":{"alpha":1.0,"bonus":1.072145516155573,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072145516155573,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5796,"eligible_count":122,"excluded_count":18,"feature_sha256":"ac1bbec76eed3cb0817d02b203180f09e4c6484264d44e3e44f69271d410de38","formula_version":"titan-u-contract-v1","latency_ms":32.85316699998475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0388121828222396,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4718","prompt_sha256":"08aeb2578034360eda198704bcacce99dbc57fcf52a67b4ec29c059b52540be9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1351485620008068},"components":{"alpha":1.0,"bonus":1.1351485620008068,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1351485620008068,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6334,"eligible_count":122,"excluded_count":18,"feature_sha256":"f64358b4f06a94f312410a57660b9504ac85899332e1aa2d52c90abaa216c57e","formula_version":"titan-u-contract-v1","latency_ms":29.31958400000667,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.1018152286674734,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4719","prompt_sha256":"bc32a0e1b4a1b884e7e0e522cf5a586aedeb7897c3ff5a5ccda387a2f921c4f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0864251153438973},"components":{"alpha":1.0,"bonus":1.0864251153438973,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0864251153438973,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6773,"eligible_count":122,"excluded_count":18,"feature_sha256":"f62a86866a1b3d1c75ba24a80f73b35406b3237437e35365f7fdbc8e7a08371c","formula_version":"titan-u-contract-v1","latency_ms":23.761791000026733,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0530917820105639,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4720","prompt_sha256":"fe49230da8d5fb4cbf30e92a7aa21a746671f6232d69c2750e366cc9e84bd365","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1258938671118162},"components":{"alpha":1.0,"bonus":1.1258938671118162,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1258938671118162,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5494,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7af1846a611ed386ba0e9aaa34519689ff38c963f1362b28eb2dc4d289b5999","formula_version":"titan-u-contract-v1","latency_ms":24.227375000009488,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0925605337784827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4721","prompt_sha256":"5f354bfe415e01f624d8734734404324ade83b5d503673db8e526987724548c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0810856956088173},"components":{"alpha":1.0,"bonus":1.0810856956088173,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0810856956088173,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6462,"eligible_count":122,"excluded_count":18,"feature_sha256":"2b6e6b81618cc591198715244cd69618a421d9b652fbd1148ced557891aa6047","formula_version":"titan-u-contract-v1","latency_ms":25.28241700002809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0477523622754839,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4722","prompt_sha256":"6f7c817807e5039c6d35a1d46cd2e6afed600d5dbec89534e978e106c77c56ea","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0643798664010888},"components":{"alpha":1.0,"bonus":1.0643798664010888,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0643798664010888,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4797,"eligible_count":122,"excluded_count":18,"feature_sha256":"0390bf75c6ce50b9575df4be35ab4bde7c13a875dae3553bb893b17508650c5f","formula_version":"titan-u-contract-v1","latency_ms":23.651458000017556,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0310465330677554,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4724","prompt_sha256":"33e92cc02f3e12f274dc3a91f7f134e5b9a8573db8d7d0a2501c907a7c76bd48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0649706715445266},"components":{"alpha":1.0,"bonus":1.0649706715445266,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0649706715445266,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4924,"eligible_count":122,"excluded_count":18,"feature_sha256":"532a8167c6b37c52736829f4fb26c3a2b657ec26c8622e9f5255a1f86f2c1976","formula_version":"titan-u-contract-v1","latency_ms":24.304333999964456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0316373382111932,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4725","prompt_sha256":"5de65aa412bb9ea612579a17954bdade154b432f7838c7695c63c0caa057d0b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0666343423650393},"components":{"alpha":1.0,"bonus":1.0666343423650393,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0666343423650393,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5197,"eligible_count":122,"excluded_count":18,"feature_sha256":"50a10864e91bd31439f7cec5924eaf0ad2af486924f7d64b71b084a851d95ebc","formula_version":"titan-u-contract-v1","latency_ms":23.72237499997709,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0333010090317059,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4728","prompt_sha256":"f37f9f2fa3df495a1b74061841fe990fa5076dc51ebf305cf7a43b802f626c4d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0658066230853043},"components":{"alpha":1.0,"bonus":1.0658066230853043,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0658066230853043,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5076,"eligible_count":122,"excluded_count":18,"feature_sha256":"7d228901c79463ea22a2c4892b151436e40286cb75ceb593e5b86b47ac1ed5af","formula_version":"titan-u-contract-v1","latency_ms":22.912915999995676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0324732897519708,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4733","prompt_sha256":"53eaeccb5c460a46085e4addcfde0e4fb5d5365973f4a5b52dee35244e5998aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0874918965215328},"components":{"alpha":1.0,"bonus":1.0874918965215328,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0874918965215328,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6832,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b76f863ef56e2c121a03e96558b319ec5b3dfe35eba8234fd58263820beaba2","formula_version":"titan-u-contract-v1","latency_ms":23.371582999970997,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0541585631881993,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4735","prompt_sha256":"824a38f623d061131b6f2967b4255d2ca96e4dadf36fe93cb55530d8ffe98070","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0761375703470724},"components":{"alpha":1.0,"bonus":1.0761375703470724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0761375703470724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6141,"eligible_count":122,"excluded_count":18,"feature_sha256":"fcc54ddf684ac76337b097615e3f97a9ad714b9591ab55d5c891b0494348f8a4","formula_version":"titan-u-contract-v1","latency_ms":23.8662090000048,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042804237013739,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4736","prompt_sha256":"5022b7f83a96e24d1f6c526e54334fce0a4c6e7b7dc067c820a5f06a542277c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080058624710946},"components":{"alpha":1.0,"bonus":1.080058624710946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080058624710946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6388,"eligible_count":122,"excluded_count":18,"feature_sha256":"1aec3821d4440a46349e411a0e12205e56503220c3acf9fb3f14fea3e69803b2","formula_version":"titan-u-contract-v1","latency_ms":23.638542000014695,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0467252913776126,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4737","prompt_sha256":"2221243d33103777f5bc038ebfed6e2adf5de3a99ecb4b0453121097f88b4b7f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080199070194934},"components":{"alpha":1.0,"bonus":1.080199070194934,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080199070194934,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6406,"eligible_count":122,"excluded_count":18,"feature_sha256":"44a05d47cd6307012ed3c27cc4b2de37d4f44b49f7a4737a6e6428a905e02067","formula_version":"titan-u-contract-v1","latency_ms":24.55720799997607,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0468657368616006,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4738","prompt_sha256":"9a299ad7e7721a2f58fc50e564333df7305946d49573c338362bb9f494b1c447","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0849740816316766},"components":{"alpha":1.0,"bonus":1.0849740816316766,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0849740816316766,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6689,"eligible_count":122,"excluded_count":18,"feature_sha256":"08682bc572c125663664e4fd4f1c38515909679070ee3d185bf43199fb8d8d51","formula_version":"titan-u-contract-v1","latency_ms":24.874458999988747,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0516407482983432,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4739","prompt_sha256":"116ad22bb907fc49b7a53bddc5c357a2a145c2600e81f059760886127bedfdb8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.079091414686448},"components":{"alpha":1.0,"bonus":1.079091414686448,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.079091414686448,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6328,"eligible_count":122,"excluded_count":18,"feature_sha256":"2aad917c5e35554c8f93faaa7c533ed6d105e7d23a3a4cc5b92856b31dfe7b1e","formula_version":"titan-u-contract-v1","latency_ms":24.874709000016537,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0457580813531147,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4740","prompt_sha256":"d59982c6d912a9dbaed5a439d6d7a3ae0650e8609a497a5d9bec7e361d0874ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0837223504258366},"components":{"alpha":1.0,"bonus":1.0837223504258366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0837223504258366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6615,"eligible_count":122,"excluded_count":18,"feature_sha256":"7fca52062792bda8887e9f693a686bdc7732b995684e43c54b73d127935545cc","formula_version":"titan-u-contract-v1","latency_ms":26.891834000025483,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0503890170925032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4741","prompt_sha256":"87aa99cdc38409322bf88ac4f5fda6924852d00abf1e050fb81593691e3475cf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0872322802648935},"components":{"alpha":1.0,"bonus":1.0872322802648935,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0872322802648935,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6808,"eligible_count":122,"excluded_count":18,"feature_sha256":"802dc46bdcbc67253f124587557cfbd39ceba56cd5a6e7916f0757a77858aeb0","formula_version":"titan-u-contract-v1","latency_ms":24.75883300002124,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.05389894693156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4742","prompt_sha256":"d4719aea6e2cf599941301c4c92d0fbc074559d21789b663a34453ba26ff6fdb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0745080415008534},"components":{"alpha":1.0,"bonus":1.0745080415008534,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0745080415008534,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6014,"eligible_count":122,"excluded_count":18,"feature_sha256":"75d051a85dd6b279503694ebf10aaddeb6a1168c534c229c23ab03c71e329bcd","formula_version":"titan-u-contract-v1","latency_ms":25.885459000051014,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04117470816752,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4744","prompt_sha256":"b5a781c33e78b2bf442d6a8b692dbf929b8a029788fc85329a33a8721a276f45","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700254122274384},"components":{"alpha":1.0,"bonus":1.0700254122274384,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700254122274384,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5603,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3a1dc6e32282b37ebba9caa4cdb0b348461f115dfee0234f4d9fbd9e17ab484","formula_version":"titan-u-contract-v1","latency_ms":24.353916999984904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.036692078894105,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4745","prompt_sha256":"14f38360877cefc48781fd00476064dead400909f1c61bcfe28e645dd3647e0a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1053253232928755},"components":{"alpha":1.0,"bonus":1.1053253232928755,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1053253232928755,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7683,"eligible_count":122,"excluded_count":18,"feature_sha256":"36091c42b4e07dfd6c35a8f007398bf0721dcc912b3ce3cf968da3e3940e93e8","formula_version":"titan-u-contract-v1","latency_ms":24.263832999963597,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.071991989959542,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4746","prompt_sha256":"2047a7bd381bff40507013a521a51330d428facf9eed6902a08f9e919cac0411","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0726900909629025},"components":{"alpha":1.0,"bonus":1.0726900909629025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0726900909629025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5846,"eligible_count":122,"excluded_count":18,"feature_sha256":"238f480fc4bb02a422e4d16cd5c5dec62657c484f8aeb9b2726754ae0c27ff51","formula_version":"titan-u-contract-v1","latency_ms":24.188957999967897,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.039356757629569,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4748","prompt_sha256":"01aec9b9c361663eaa71f59b3ee97ea4192d6ad15e5018747e8003502fb6d1c7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.068651954567061},"components":{"alpha":1.0,"bonus":1.068651954567061,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.068651954567061,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5471,"eligible_count":122,"excluded_count":18,"feature_sha256":"a481a70cfe2f84b4b4254fe5a093749d925fdd3cf91b37ac7742c06b9553bdaf","formula_version":"titan-u-contract-v1","latency_ms":24.51962499998217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0353186212337275,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4750","prompt_sha256":"86ce9c5890dbc8237eb7cdbc5ad31f1ebcfb1ee08bccafa51686cbedf77d936e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.080782416961203},"components":{"alpha":1.0,"bonus":1.080782416961203,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.080782416961203,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6436,"eligible_count":122,"excluded_count":18,"feature_sha256":"3925130708a8af22adef3a19d4a72d50678ed5d44eebf680bdc6dabccd57076c","formula_version":"titan-u-contract-v1","latency_ms":27.422999999998865,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0474490836278696,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4751","prompt_sha256":"84459a80bc31b54d396e0c0209d2ad9272cfaded3df6dc46aef5054bfab776b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0676061166518764},"components":{"alpha":1.0,"bonus":1.0676061166518764,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0676061166518764,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5348,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e4e69aa99c54c1e13be7c54737a4474367ccc4f5dfd188b9ad1c1cce65b3217","formula_version":"titan-u-contract-v1","latency_ms":24.81879099997286,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.034272783318543,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4754","prompt_sha256":"da1cec5ba952cf6ec7ade1c667c813546c180a0df6dd6fd22d1f5ceac5b7802c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0728079977330518},"components":{"alpha":1.0,"bonus":1.0728079977330518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0728079977330518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5850,"eligible_count":122,"excluded_count":18,"feature_sha256":"18f418a6a68fc991c9e1e0b9b0fe6943db603c9c3b04dfbe170c6933b311fca2","formula_version":"titan-u-contract-v1","latency_ms":27.883708000047136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0394746643997184,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4755","prompt_sha256":"786548a53ac1e64e9082068daa1c3784d2cc070a3257d7723b0ce146b4e3b5dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.076247274241612},"components":{"alpha":1.0,"bonus":1.076247274241612,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.076247274241612,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6125,"eligible_count":122,"excluded_count":18,"feature_sha256":"892e30ed5a91ae423f3a729f6e77f483bbbebfb607c5030691345823df11b159","formula_version":"titan-u-contract-v1","latency_ms":29.645582999989983,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0429139409082786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4756","prompt_sha256":"3dc942c3d963e3c1aa4885b614800ecea2070de4b7f375f98597a60b5cb44fc3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0700654514152392},"components":{"alpha":1.0,"bonus":1.0700654514152392,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0700654514152392,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5599,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6c258b75e6379f9b1a445ea8a39c5ae350d2619c2549390239b2de1efd18144","formula_version":"titan-u-contract-v1","latency_ms":31.9916249999892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0367321180819058,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4757","prompt_sha256":"14a4df0476fb4c48f59042536cb0760f16863ad41aa379814561dd20feace1a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0725262234556319},"components":{"alpha":1.0,"bonus":1.0725262234556319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0725262234556319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5831,"eligible_count":122,"excluded_count":18,"feature_sha256":"857dcf8113f120272096a3c138a749a30fd8c8a4b01ddd8c3d20158029a959a6","formula_version":"titan-u-contract-v1","latency_ms":34.40125000003036,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0391928901222984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4758","prompt_sha256":"2b53f004d8cac55c6a71e20541b9f696e9f4ccb47d7985a985f94ade32ba4144","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.075636090878323},"components":{"alpha":1.0,"bonus":1.075636090878323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.075636090878323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6083,"eligible_count":122,"excluded_count":18,"feature_sha256":"264e20a1534ff541570070aa88b60c134651b235b835680a00846221746cf6c6","formula_version":"titan-u-contract-v1","latency_ms":26.603291000014906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0423027575449895,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4759","prompt_sha256":"531e532124b15241e25ef22ae880d2dbdbec5c00d98376f0d45ced83f295e92f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0654753780590145},"components":{"alpha":1.0,"bonus":1.0654753780590145,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0654753780590145,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5020,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d40f3d09a33b649515c3e04f16fb6b1062a3f5eea60ab49b3ee63f2b08446ec","formula_version":"titan-u-contract-v1","latency_ms":24.631917000021986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.032142044725681,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4761","prompt_sha256":"394c93202524030a4759596dd29345c17553c5fb42a42fa93e68da03a6731cb0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0662131588008092},"components":{"alpha":1.0,"bonus":1.0662131588008092,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0662131588008092,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5139,"eligible_count":122,"excluded_count":18,"feature_sha256":"72f7852af67765eb917e80b6035c081d9ad12f2dcd4b82f0b61cd98bb696f66f","formula_version":"titan-u-contract-v1","latency_ms":24.019875000021784,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0328798254674758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4765","prompt_sha256":"d33d9e71c5da3481eaffde97c613f692d2ff7af1bc0759226ab41a013e696ae8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0721683672877593},"components":{"alpha":1.0,"bonus":1.0721683672877593,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0721683672877593,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5805,"eligible_count":122,"excluded_count":18,"feature_sha256":"815c41e73560392b45dd60cccf9ad211180066cf1e9984bc1e2384415e74c75e","formula_version":"titan-u-contract-v1","latency_ms":25.304000000005544,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.038835033954426,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4770","prompt_sha256":"443326c3c675ee4c514be5a85c049367c4740da2e257a2cc8a6ef7a17ee543e0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0831775629196259},"components":{"alpha":1.0,"bonus":1.0831775629196259,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0831775629196259,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6587,"eligible_count":122,"excluded_count":18,"feature_sha256":"2d555c91727b2ea7faf324b959e507713919fc713d5ac0a9c15a70f71a0a6a58","formula_version":"titan-u-contract-v1","latency_ms":25.873875000002045,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0498442295862924,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4772","prompt_sha256":"f8664e5623f396750652b2ec2b9e5edc80f35326065174eb87061cb2e29bb3fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0744057805363856},"components":{"alpha":1.0,"bonus":1.0744057805363856,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0744057805363856,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5985,"eligible_count":122,"excluded_count":18,"feature_sha256":"d0dcfebaf4487ebe7c42db48a6ee7ed32d6286187621fa0945716043a4155148","formula_version":"titan-u-contract-v1","latency_ms":24.47866699998258,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0410724472030521,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4773","prompt_sha256":"7c0d32903ba21e4b16b911597a081435b644fecf798f8d9127aad1d433abaa9c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767465499422324},"components":{"alpha":1.0,"bonus":1.0767465499422324,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767465499422324,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6159,"eligible_count":122,"excluded_count":18,"feature_sha256":"8e2911ff82d1746c7fc933c0720af7e9a1d874ed2d9e0110380071de472bb204","formula_version":"titan-u-contract-v1","latency_ms":23.7562919999732,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043413216608899,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4776","prompt_sha256":"66aa9f84d828327261fdbe3367f244190163874aba44b79a4520f448bca3473a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0797331267493835},"components":{"alpha":1.0,"bonus":1.0797331267493835,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0797331267493835,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6366,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1410a678d81ec8f3c9c4a59aabf1d020cfcd63ae2e77dfab14061405ccd0c1d","formula_version":"titan-u-contract-v1","latency_ms":24.369834000026458,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.04639979341605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4777","prompt_sha256":"e122b31334b923d2f096e6cf190f83fbde30dcc910c9a4a0195991db93e1f531","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0863160796931988},"components":{"alpha":1.0,"bonus":1.0863160796931988,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0863160796931988,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6762,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ff8b727eb0452c59f9b52b184343080fcea5f7979afe5e7d4d263bce4780b76","formula_version":"titan-u-contract-v1","latency_ms":23.953041999959623,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0529827463598653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4778","prompt_sha256":"77228db57567722107c28a1bdbd0f0cbb41b4c557ba0ba39b2bb1575759b43e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0868453812813024},"components":{"alpha":1.0,"bonus":1.0868453812813024,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0868453812813024,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6785,"eligible_count":122,"excluded_count":18,"feature_sha256":"8cd3a755a5fed33eed85ce47ec2fc6e2e7bbaf12c66d786a5932b5b660c06bd4","formula_version":"titan-u-contract-v1","latency_ms":24.732749999998305,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.053512047947969,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4779","prompt_sha256":"dd8281211a3e508304efa6e8c466f56bbad6327cc94726478d7566a43b3a2d5e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688961924866698},"components":{"alpha":1.0,"bonus":1.0688961924866698,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688961924866698,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5493,"eligible_count":122,"excluded_count":18,"feature_sha256":"0ec9b331aa599f95bcd41b9ffcf8ebfb527cc91717b69660d004cdba8e57cb91","formula_version":"titan-u-contract-v1","latency_ms":22.785709000004317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355628591533363,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4780","prompt_sha256":"66c9e176f21723e27997f85883a16e7c092db1dcb72707c11e496898013cfe03","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0772122730687763},"components":{"alpha":1.0,"bonus":1.0772122730687763,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0772122730687763,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6198,"eligible_count":122,"excluded_count":18,"feature_sha256":"f2335eaf5f1b54f7f5658335e755a6f559e29524a787caf78ba85d18fbfe6844","formula_version":"titan-u-contract-v1","latency_ms":23.4222079999995,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0438789397354429,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4781","prompt_sha256":"6c83b290a1965f49644a0c4d0f6d1860ff76434edd8f8defcee76283e2cb5d28","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0826732865054445},"components":{"alpha":1.0,"bonus":1.0826732865054445,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0826732865054445,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6552,"eligible_count":122,"excluded_count":18,"feature_sha256":"e59a5830d99dc1a0c86fb21ed75be9729d4512c1f648299f54645ac4f81821df","formula_version":"titan-u-contract-v1","latency_ms":24.341375000005883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.049339953172111,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4782","prompt_sha256":"71af476ca95bf60bd2b8d84205ed1859249deb0ec1686ed9b5bb5740ba376206","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1029165879612113},"components":{"alpha":1.0,"bonus":1.1029165879612113,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1029165879612113,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7551,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d4ffeec335b68334b460483929a8d8a75a45abc7387a01e7d405c4a0c66d00f","formula_version":"titan-u-contract-v1","latency_ms":23.7185830000044,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0695832546278778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4783","prompt_sha256":"afa21963dfff6fbff3c15e0835e0445627e72e679caeeee6ccee482088c3de13","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0907119807721928},"components":{"alpha":1.0,"bonus":1.0907119807721928,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0907119807721928,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6997,"eligible_count":122,"excluded_count":18,"feature_sha256":"986ba53305e872fe16098e62fe67367c5a5f42b2309ba4007e90f0f655d9bbdd","formula_version":"titan-u-contract-v1","latency_ms":28.12274999996589,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0573786474388593,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4784","prompt_sha256":"8f8bf5bec24abed72e21e299389f46dc7a543e943f9cb25b72e6bd4c9e739189","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0705860544580243},"components":{"alpha":1.0,"bonus":1.0705860544580243,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0705860544580243,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5683,"eligible_count":122,"excluded_count":18,"feature_sha256":"882291b43409eceeca2fe672172f810bdba19460439d615e9ee71ea22b7ce65e","formula_version":"titan-u-contract-v1","latency_ms":23.266958000021987,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.037252721124691,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4785","prompt_sha256":"1ec89ea4c0e7b42052404f08b41ba6c0210a1c4b9bc7b272635d71733464c4ce","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0829246424613304},"components":{"alpha":1.0,"bonus":1.0829246424613304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0829246424613304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6567,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa84ab1e2224d94e6c8eb996af108f919ff789e59ecc3e28733318b58aea71f6","formula_version":"titan-u-contract-v1","latency_ms":25.10391699996717,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.049591309127997,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4786","prompt_sha256":"9221a32d91dfb7f18338f927026f434e47c26444bfb590399fabcb4b1ea62b09","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0911280322732526},"components":{"alpha":1.0,"bonus":1.0911280322732526,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0911280322732526,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7016,"eligible_count":122,"excluded_count":18,"feature_sha256":"e79a3596929e12f28e40c060a60a3e54e3a9f3d446fe73fce6572ef4c36aa9ea","formula_version":"titan-u-contract-v1","latency_ms":24.386875000004693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0577946989399192,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4788","prompt_sha256":"fd9d533b5de6db09001cdb1ce1ecbd634b794ddf4a325ad015e324358546203c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0796714778116536},"components":{"alpha":1.0,"bonus":1.0796714778116536,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0796714778116536,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6365,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c2152d057f76db5c0dfeb63361cb1434b859bccdf80a5c34ffdf6e1068c6641","formula_version":"titan-u-contract-v1","latency_ms":25.07108300000027,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0463381444783202,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4789","prompt_sha256":"fdbae4b6f6f8b5fb952226463fdd1e57293cdef42952938857ca8579bcd196a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0797331267493833},"components":{"alpha":1.0,"bonus":1.0797331267493833,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0797331267493833,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6362,"eligible_count":122,"excluded_count":18,"feature_sha256":"2acf5df0912fc168ceec546cb528b741aa6df3141d1ce350f5bc44f420707722","formula_version":"titan-u-contract-v1","latency_ms":24.673333000009734,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0463997934160498,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4791","prompt_sha256":"ffda16a09a255e6780e4b95dd2702dbbc8a40a85fe11650fb4f945c117a7cfb6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.081521010111454},"components":{"alpha":1.0,"bonus":1.081521010111454,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.081521010111454,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6487,"eligible_count":122,"excluded_count":18,"feature_sha256":"bbb3d3a5c8e4e1a3dab47453d4c3e2d20325f008c05da7417a70080de21911b6","formula_version":"titan-u-contract-v1","latency_ms":24.912165999978697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0481876767781206,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4792","prompt_sha256":"63e85663c33a46ee1f3afbcf3e839c355275050c6d7004af43b7c3971e3bb907","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0704515730814261},"components":{"alpha":1.0,"bonus":1.0704515730814261,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0704515730814261,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5638,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2619559191bdfb2a068c42b365814ed20938866a3d0cecf7bffc381ef996a2e","formula_version":"titan-u-contract-v1","latency_ms":24.372292000009566,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0371182397480927,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4802","prompt_sha256":"5662e02c456815fa8384182a4268d51197d1825f5d522454d695a7d6c5a6d8fb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.066382498361868},"components":{"alpha":1.0,"bonus":1.066382498361868,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.066382498361868,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5165,"eligible_count":122,"excluded_count":18,"feature_sha256":"5202de336d352f60d41da7e5f3dcefb75550c0cb55543cec7af81f7f08ebbb0c","formula_version":"titan-u-contract-v1","latency_ms":23.189334000051076,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0330491650285345,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4803","prompt_sha256":"c9ef4eb8d26d4263465c309da5cac7e7106b8748b3d9cbdc00cfbff9c1448f58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0871029770966962},"components":{"alpha":1.0,"bonus":1.0871029770966962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0871029770966962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6807,"eligible_count":122,"excluded_count":18,"feature_sha256":"d75ab15491f5143c1963feedc06af6c85c4e90000642d29c68556f4c97c52862","formula_version":"titan-u-contract-v1","latency_ms":23.773207999965962,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0537696437633628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4811","prompt_sha256":"daee775be38f5b9cab518712f2f62f80965f47a0161f3ce9420b6126a6965d7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0759195231579823},"components":{"alpha":1.0,"bonus":1.0759195231579823,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0759195231579823,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6105,"eligible_count":122,"excluded_count":18,"feature_sha256":"c61a50dc9ca9f77eccc3c174e9ceff1b7fc9cf7a32d769a3059e1c17d1c02d7c","formula_version":"titan-u-contract-v1","latency_ms":23.84012499999244,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.042586189824649,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4812","prompt_sha256":"3ebd59cb017bef582908292356c92ca0984907bdb481aea4f04618bede233828","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.078595908026959},"components":{"alpha":1.0,"bonus":1.078595908026959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.078595908026959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6297,"eligible_count":122,"excluded_count":18,"feature_sha256":"9574971e619e8354908827a167c4fef306d7a238e7a272d6c2f7ac9569f59c81","formula_version":"titan-u-contract-v1","latency_ms":22.588041999995312,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0452625746936255,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4813","prompt_sha256":"1b8599251ea42f69d92e71c214fe90c8a636e05d8719f9ef4ed955fc9163bf86","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0751838360252632},"components":{"alpha":1.0,"bonus":1.0751838360252632,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0751838360252632,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6054,"eligible_count":122,"excluded_count":18,"feature_sha256":"91ab20c63bd795ce402078b12d8b748cdc7bd00b2093320dc795a1456bf6c4fb","formula_version":"titan-u-contract-v1","latency_ms":23.404916999993475,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0418505026919298,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4814","prompt_sha256":"60af2ebb7ac0b159c6fc099f7cc125fdee472c617041652573cf19f709a45331","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737398173265718},"components":{"alpha":1.0,"bonus":1.0737398173265718,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737398173265718,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5936,"eligible_count":122,"excluded_count":18,"feature_sha256":"f7656ff0b7a10feab2956ebd7612fbebc19d3e044c80688c6492b75861746b33","formula_version":"titan-u-contract-v1","latency_ms":23.047125000005053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0404064839932383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4815","prompt_sha256":"1953dbb462f3b0abe14c2d97ea9e876223d1f0f28244855c2e63cccc8f92afe9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0854171001278723},"components":{"alpha":1.0,"bonus":1.0854171001278723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0854171001278723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6708,"eligible_count":122,"excluded_count":18,"feature_sha256":"3250e1b45cbabf9c32bb4c047d5aa6766b032559efaa1d24782872a195e6e2e1","formula_version":"titan-u-contract-v1","latency_ms":22.788666999986162,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0520837667945389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4817","prompt_sha256":"11ae0bcc2da8075eafd1b3d170b711e893e2f4b9c65f63a60449314ac1919abc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0978146473790555},"components":{"alpha":1.0,"bonus":1.0978146473790555,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0978146473790555,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7337,"eligible_count":122,"excluded_count":18,"feature_sha256":"6bbedb21ad6b14a24356cf469cb5fd836badc17164fc22988e13aa50458a04f8","formula_version":"titan-u-contract-v1","latency_ms":23.05949999998802,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.064481314045722,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4818","prompt_sha256":"25d4ca434d796eafdea7927f5adcdfa369d01b70bda458fc1778538d67619de0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.099148590955745},"components":{"alpha":1.0,"bonus":1.099148590955745,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.099148590955745,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7398,"eligible_count":122,"excluded_count":18,"feature_sha256":"d955100b15fe81283ca41eb23bc22bcccd49f1f74878947c778c4849b1eb248d","formula_version":"titan-u-contract-v1","latency_ms":23.217875000000276,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0658152576224116,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4820","prompt_sha256":"84d31b1e68a695cfc525af1992582a2ae3ead5a2f36d3987eeb747b33197d7e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0767885702402304},"components":{"alpha":1.0,"bonus":1.0767885702402304,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0767885702402304,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6167,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc9d2bc0020bdba8d9754bad408397a59a7abb3081782e8e9574843f50c86024","formula_version":"titan-u-contract-v1","latency_ms":23.412167000003592,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.043455236906897,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4821","prompt_sha256":"4fc098c7c6921df08a30c7f60938f3cbe7844e970f8c77175f26329aaabc50ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0872322802648935},"components":{"alpha":1.0,"bonus":1.0872322802648935,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0872322802648935,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6832,"eligible_count":122,"excluded_count":18,"feature_sha256":"c15ad830b2ab2a707968d171f4361b87504a89cfd2bd6b7f4ae6f8c809d2a76c","formula_version":"titan-u-contract-v1","latency_ms":22.437749999994594,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.05389894693156,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4822","prompt_sha256":"5c22cf40ba43ebee32f983e4e59040f963ef4f32899eff2f8655e39709299488","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.08184674645372},"components":{"alpha":1.0,"bonus":1.08184674645372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.08184674645372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6494,"eligible_count":122,"excluded_count":18,"feature_sha256":"127ecb80a2d9d5742b9945b74869a5f1b3343c0ce128c496a52e62e7dcbb7665","formula_version":"titan-u-contract-v1","latency_ms":22.88854200003243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0485134131203866,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4824","prompt_sha256":"c2331a328306f4bee9a8c0f21710706a4f5334595acdec8171f7a1cb68e1ee77","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0731780527072383},"components":{"alpha":1.0,"bonus":1.0731780527072383,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0731780527072383,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5884,"eligible_count":122,"excluded_count":18,"feature_sha256":"c9aaf8f4f02127d0c83d1d50a309802d055c36f9dec0e65e2706abb953792df2","formula_version":"titan-u-contract-v1","latency_ms":23.584583000001658,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0398447193739049,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4825","prompt_sha256":"47222ed473c008f230dd73451082f099957778f95a435a2eb99289ea38c35b14","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.09524015987933},"components":{"alpha":1.0,"bonus":1.09524015987933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.09524015987933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7225,"eligible_count":122,"excluded_count":18,"feature_sha256":"03a84757f0a8d0cd71cb8c6244816f5fd44a2b7c2d19184111ac7bf1f77b035f","formula_version":"titan-u-contract-v1","latency_ms":23.567332999959945,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0619068265459966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4826","prompt_sha256":"8ecd1f9cd40967fec22c108dbbaf582c311d66dcdfd4c7692c2514f818020b4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.086352397360083},"components":{"alpha":1.0,"bonus":1.086352397360083,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.086352397360083,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6783,"eligible_count":122,"excluded_count":18,"feature_sha256":"b5eb1e563b0b135796117cc5734cd1b1761339723c4c940951cab43d0d49c2e3","formula_version":"titan-u-contract-v1","latency_ms":23.51604200003976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0530190640267496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4827","prompt_sha256":"33089be36e9fa5a99e2a758a9c6d7397273205a919bc30bed05d83e3b951ac22","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0688505654440192},"components":{"alpha":1.0,"bonus":1.0688505654440192,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0688505654440192,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5470,"eligible_count":122,"excluded_count":18,"feature_sha256":"93014cf2a3631f6068881aba2bb200a99182c387efa8aff938c49255eaebebda","formula_version":"titan-u-contract-v1","latency_ms":22.77483300002814,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0355172321106858,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4829","prompt_sha256":"723b6901c4202e12933be0e64531d8788dcd550978193749d318e1786d812859","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.065080429034587},"components":{"alpha":1.0,"bonus":1.065080429034587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.065080429034587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4947,"eligible_count":122,"excluded_count":18,"feature_sha256":"602edc87847bee002b3e660424a5bea0c9ff0a162359c8a9930d54660cba29f8","formula_version":"titan-u-contract-v1","latency_ms":23.461583000027986,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0317470957012536,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4837","prompt_sha256":"b3d307c62302acebf1c2c8457cc68f7ae22ae6b4738ef56b95ec3b11a8849c2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0660224295541347},"components":{"alpha":1.0,"bonus":1.0660224295541347,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0660224295541347,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5110,"eligible_count":122,"excluded_count":18,"feature_sha256":"46d6507a47001bd11f9a758f44416e1608e8c0dd453df830a9eaf4e4c199829b","formula_version":"titan-u-contract-v1","latency_ms":22.84554099998104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0326890962208013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4838","prompt_sha256":"17999f1ff006e6d322817c85d975e763d5d9159d2812b045319556c6e987ff1f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0807983160608645},"components":{"alpha":1.0,"bonus":1.0807983160608645,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0807983160608645,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6451,"eligible_count":122,"excluded_count":18,"feature_sha256":"1cd276d67601e7be9518e35b0516e211d812080b6a035fbdd1115aca0f63261b","formula_version":"titan-u-contract-v1","latency_ms":24.727583000014874,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.047464982727531,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4842","prompt_sha256":"d5275635ef5deb80734587c64ee1937556a88109ad42bf4c2eb942de130c8af5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.072375316907518},"components":{"alpha":1.0,"bonus":1.072375316907518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.072375316907518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5825,"eligible_count":122,"excluded_count":18,"feature_sha256":"b7d23f9759c4221dfbf07493ca9ac3c93556adbc5d58de67b805d04d6311c763","formula_version":"titan-u-contract-v1","latency_ms":22.361999999986892,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0390419835741846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4843","prompt_sha256":"56804c58dcb7b7d3e816518f7c0b834e5b68de286f741ce0f69e99e9c00d486c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0757976691739017},"components":{"alpha":1.0,"bonus":1.0757976691739017,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0757976691739017,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6105,"eligible_count":122,"excluded_count":18,"feature_sha256":"664fe08d82399b576961b2b8e408228d847bfb919ad24755cfd25566353a3b51","formula_version":"titan-u-contract-v1","latency_ms":21.966041999974095,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0424643358405683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4845","prompt_sha256":"fddc9ace7bbab64fd01f0a23f1d9dc3a562e9c09187c0239d20bcce377205b8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0685894945265453},"components":{"alpha":1.0,"bonus":1.0685894945265453,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0685894945265453,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5451,"eligible_count":122,"excluded_count":18,"feature_sha256":"9c337def400a6cfa2a6f568a4d06e758e99aa19dbdbd44b3056e3a2e95a62724","formula_version":"titan-u-contract-v1","latency_ms":22.847249999983887,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0352561611932118,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4846","prompt_sha256":"86fd4be2f15fbe046110b81be5926428983ddd20fef4c6de6eddf34c8c769551","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0942495287867389},"components":{"alpha":1.0,"bonus":1.0942495287867389,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0942495287867389,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7169,"eligible_count":122,"excluded_count":18,"feature_sha256":"fcb70adc114b80e7a7c8a366a0931aa2323b8a27fa8f53f9f398810f9925eabc","formula_version":"titan-u-contract-v1","latency_ms":23.80333299998938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0609161954534054,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4847","prompt_sha256":"c02f83ca9ebcb99846fa648247a3a7a71e80ea43b16d262312b45c12b26e253b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0951128687548604},"components":{"alpha":1.0,"bonus":1.0951128687548604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0951128687548604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7209,"eligible_count":122,"excluded_count":18,"feature_sha256":"4229efab3a31cb00e5ba475db5bf1618676956715161f3b840e108addee44a42","formula_version":"titan-u-contract-v1","latency_ms":23.23637499995357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.061779535421527,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4848","prompt_sha256":"5fb69005d134774d9c10749166dcdff59a4345950260ab21c1aea64d113e8e46","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0844133242507215},"components":{"alpha":1.0,"bonus":1.0844133242507215,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0844133242507215,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6654,"eligible_count":122,"excluded_count":18,"feature_sha256":"450644b55c5523bda79c12373ba05387bcaae9f9fadf78009b38f884eeffaed8","formula_version":"titan-u-contract-v1","latency_ms":23.70137500003011,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.051079990917388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4849","prompt_sha256":"062aa6ae7b5c5b13e2a16a9b69e0e54d1e913d9135e312a0f3467f5785f1fa69","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1021441070987494},"components":{"alpha":1.0,"bonus":1.1021441070987494,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1021441070987494,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":7529,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6fdccccbda76172bb299fa4762d6111e62f0f71a58da1b69832a141f001e37c","formula_version":"titan-u-contract-v1","latency_ms":23.318707999976596,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.068810773765416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4850","prompt_sha256":"e21c792f77b09dea56896902ff2845b8fa54f74baea0aeac4560b5d31c80d17f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0740012948083442},"components":{"alpha":1.0,"bonus":1.0740012948083442,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0740012948083442,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5951,"eligible_count":122,"excluded_count":18,"feature_sha256":"e2ee1e577142ef37192c00b582ffb4d266e2c4416455c289a98e41f31dc17c4f","formula_version":"titan-u-contract-v1","latency_ms":23.90020800004322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0406679614750107,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4851","prompt_sha256":"65775df589e618aa83b66da118dede97e59cc01db1239a10fbc65defb8e9e112","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0733352807953347},"components":{"alpha":1.0,"bonus":1.0733352807953347,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0733352807953347,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5904,"eligible_count":122,"excluded_count":18,"feature_sha256":"517e4116228533704d302ad550cc60029f56dcf3f0c16f88c2a909f28086eba8","formula_version":"titan-u-contract-v1","latency_ms":22.38545900002009,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0400019474620013,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4852","prompt_sha256":"df7f2c713feec9efa63cedcb85eedef2816cb7e3111fbf49915b8cd7c47c6367","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0737769787064724},"components":{"alpha":1.0,"bonus":1.0737769787064724,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0737769787064724,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":5934,"eligible_count":122,"excluded_count":18,"feature_sha256":"5f792b76f0d1218cd1158d7f9d0c68d70a74b30434094dfc0c91014c6c82a012","formula_version":"titan-u-contract-v1","latency_ms":23.318791999997757,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.040443645373139,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4853","prompt_sha256":"3694d7cdf05fae7fa11baa926147755100a6e8b77532155f2a92f7b691a27771","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0879213300200066},"components":{"alpha":1.0,"bonus":1.0879213300200066,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0879213300200066,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6848,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ff02714e3a8912558cb046f94121093b7f4c4930dfe7bbdb7c680bb293c7168","formula_version":"titan-u-contract-v1","latency_ms":22.971834000031777,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0545879966866731,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4494","prompt_sha256":"0e6efbc5197c840e52143f022b5583a3cf8232cefb94c06668cbcbb9760540d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0816509697275274},"components":{"alpha":1.0,"bonus":1.0816509697275274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0816509697275274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":6487,"eligible_count":122,"excluded_count":18,"feature_sha256":"ceeb9d6bc66f1f58374e9938e8a8fd67914f9208dd97f133c4f13a5b0e5564e2","formula_version":"titan-u-contract-v1","latency_ms":24.1800000000012,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.048317636394194,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4747","prompt_sha256":"fd97e88a6e617ae5fc0b4aa64b9ea4053cfd77dc30fd2d41360020e28488e85a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.114265018408996},"components":{"alpha":1.0,"bonus":1.114265018408996,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.114265018408996,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":8016,"eligible_count":122,"excluded_count":18,"feature_sha256":"b49dce3001389d097912770ec0838b4592fffb54d616ce57b19337d4d4a36d85","formula_version":"titan-u-contract-v1","latency_ms":24.10333300002776,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0809316850756625,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"MMLUPro_history_4787","prompt_sha256":"e47a0133885c2f1999e927c83ab262ef3f76645e10a84ba768904752a10aed48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"da25c1979ac5d1c2340a3e5488c9ef5a659e6bb90ef26af5e7abfa3f2c8969d7","formula_version":"titan-u-contract-v1","latency_ms":22.076000000026852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_164","prompt_sha256":"fa07d25e3b1bba382ff0204ff671add6e29587ba4a87697887e8d4a14dd37ccd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"966da46ca6c6dab26e694c018a3988849d86071e4b92eda15d398f8c7e789baa","formula_version":"titan-u-contract-v1","latency_ms":21.877249999988635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_293","prompt_sha256":"e9befe9fc84d3e83c8e4810ea820e74b4710d7246aba7e674a6bedb051f0bc1d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"58db1d3e1218122597b4f7d29bf2c527dbda3180d80d4a9d1d9d930723b44c57","formula_version":"titan-u-contract-v1","latency_ms":22.594041999980163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_508","prompt_sha256":"239a3389e8f66b4a7c894f95eea854c235bb5f487bd5e9725d6b05a327384b81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ad6fc954e70c63f2a150f5a2109d80ea7aabca38797c112b0b60211fcd54623","formula_version":"titan-u-contract-v1","latency_ms":21.750583999960327,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_761","prompt_sha256":"12c2a8db70fbd5425c34f5bf2f253418fe13eb8c0e1cb35746a232d555d19bb4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063797208118164},"components":{"alpha":1.0,"bonus":1.063797208118164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063797208118164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"dcb1b7a4a00790ace02957c250f417b1082f5ad293b116ccbc937c2534325e81","formula_version":"titan-u-contract-v1","latency_ms":22.186207999993712,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_823","prompt_sha256":"5e0cdda4536c14dd5e4a3cf6cdc187fb59524b94aea7523d764947aba7c43f4c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063723123191604},"components":{"alpha":1.0,"bonus":1.063723123191604,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063723123191604,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e4069cbf62f5840b23d7dd74418bfdedc586de051bd2ff44f2bd2d192492ac0","formula_version":"titan-u-contract-v1","latency_ms":21.974999999997635,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582706,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_829","prompt_sha256":"504dc726d883d4fa1e6239cca79b9c1ed6fc9b8fda83c323208e66ecc5ac4b91","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063770009359401},"components":{"alpha":1.0,"bonus":1.063770009359401,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063770009359401,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"39424f3183bd7da5a53be0ae1ad5a83d54803a83dbf021bd74a3f7b765656e41","formula_version":"titan-u-contract-v1","latency_ms":21.14112499998555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304366760260675,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_929","prompt_sha256":"2e8fe6283febab95d96caa20cdec0b9c34285067afbb7310559a125611d2a789","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"95e48df13f16372a1f171e8c971eedd11bc29ecda49ee02d365275ddbc7e36c9","formula_version":"titan-u-contract-v1","latency_ms":21.341042000017296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1048","prompt_sha256":"972bbf9331eb3c8915929b5dfdae846aec21794c79f5d0314117066f3aab9b83","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638987263832962},"components":{"alpha":1.0,"bonus":1.0638987263832962,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638987263832962,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4a721e0d3fdd44e3294b8e4a4df0e39668be9aab74ebe1275a8a157116ef65b","formula_version":"titan-u-contract-v1","latency_ms":21.88949999998613,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499628,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1050","prompt_sha256":"36a20dc322a5772eb39895006934e821392a3ed370ba1265a61b739fcb95f3f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301723},"components":{"alpha":1.0,"bonus":1.0636509391301723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"18f12a2b9559abdc0387c05ce7d01175d0b7eda87b8047dac9348114997ae3b1","formula_version":"titan-u-contract-v1","latency_ms":28.149291999966408,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968388,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1268","prompt_sha256":"417a79a068613e4c3d16b5a333e1a650178e548380508c327fb3b39a14df49af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"6b94ee0c8aee654d37ca4a2ffed23d9b7bb7b0f9c17ee1fcde80ff206185514c","formula_version":"titan-u-contract-v1","latency_ms":29.95370799999364,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1275","prompt_sha256":"45e2e507728a217691c0fb0e6a1e210b80d2d71b55607114ed3f83eca275ad58","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"18a78273291de3339a335bdd7ee6c80eee82188ba500f3c14da57324a78885ba","formula_version":"titan-u-contract-v1","latency_ms":30.81304199997703,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1322","prompt_sha256":"245bc4cf8536174c721bc3dfca0255fade72398cd0f5a98cf5f8d4a64a87e815","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857161},"components":{"alpha":1.0,"bonus":1.0637032010857161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"430afc016398f618261abe9ab41cb30f3b0e96d4179e93be2278e69f0b09d64e","formula_version":"titan-u-contract-v1","latency_ms":24.450542000010955,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303698677523827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1323","prompt_sha256":"148d1e45531856ccbe2a098182d0e65b98d640d3c9ed55d7b467d7d866c9b2a2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4604,"eligible_count":122,"excluded_count":18,"feature_sha256":"d4e756571b52862ae2fb03477b164337b571d3203aa96745abeefe511697aafb","formula_version":"titan-u-contract-v1","latency_ms":22.924541999998382,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1605","prompt_sha256":"a2791fd328bd0d103f1b3b4a06a4e66dadffd3c6cba397c39e9cf9331d43ded6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262038},"components":{"alpha":1.0,"bonus":1.0637850464262038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"8296f784c18e44a91095f43c046bf43f2d91673f717abbdb2703212847358f41","formula_version":"titan-u-contract-v1","latency_ms":23.474667000016325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304517130928703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1633","prompt_sha256":"c472c8ccf4998d6777bf0efc3f4c9e2c5fe5c36dae926c7cb01d10e26422fae7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639694287490125},"components":{"alpha":1.0,"bonus":1.0639694287490125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639694287490125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"fa26d189227f0b33d8b740f512d9d5eb36327522843d69ba83972387b6da14b3","formula_version":"titan-u-contract-v1","latency_ms":24.700083000027462,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030636095415679,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1646","prompt_sha256":"d175891a7525f6a25256b7572d8b3a1ba96ab38021524f423b06705d17fdc4ff","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"3aaea0724f623c5002544d5c1f56c9afedefd57c048443ea96b6435011685946","formula_version":"titan-u-contract-v1","latency_ms":22.93512500000361,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1901","prompt_sha256":"3a76e899be5e18956d5ba32d55adfda396d54c3e6bb7353377e61dac768731ee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461713},"components":{"alpha":1.0,"bonus":1.0637880758461713,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461713,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"c086094ab5f264e448e3e803e7fd427cbc2494624b14b06fc1ec178b7444b55a","formula_version":"titan-u-contract-v1","latency_ms":32.738708000010774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304547425128379,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_1970","prompt_sha256":"233b14eca9b314e38dd2b97ce67df20eac0a3c307421c3b56ec3107c7fd098bc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063866195181518},"components":{"alpha":1.0,"bonus":1.063866195181518,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063866195181518,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"92c727a42b233dbcca10fbdc8d9d198c990571bdc3dceed0f33e0530fd32a3a7","formula_version":"titan-u-contract-v1","latency_ms":26.569666000000325,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2031","prompt_sha256":"204b5a10105222eaea07fdf58eb63d99756984792dee1c1d067fe63df103c5f1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0a0fca39de86de85c804f3de1fa691fc7d931809f77ed16d3bf1e06eabd46ac","formula_version":"titan-u-contract-v1","latency_ms":24.730499999975564,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2077","prompt_sha256":"caf863b7a92a0dd5a6b6497786b9256234a964e5c5c07387048504d5c34f343a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d4e3944dea716ce48992c9bf1217d916e8506e0ffee3df0da1340d31bef1e01","formula_version":"titan-u-contract-v1","latency_ms":26.926666999997906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2294","prompt_sha256":"8946390a8b53b8fcde53dd1d56e6d467e06913e8c6f6dcac8d8554b2bf93ec8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"24153fbd870906579ba3c4d32fbb0fbfd501dd470b58c7e28a88dbe54bb506d3","formula_version":"titan-u-contract-v1","latency_ms":25.795040999980756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2313","prompt_sha256":"a29588e1b94c0e15ad5189fd0a0fd39ae91454d358bc527e59f426825a2bfc43","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a3d8c392cd93b944fd7ba2b05d6422a1e029fe90863b0835bcc36b91f465d09","formula_version":"titan-u-contract-v1","latency_ms":24.368790999972134,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2419","prompt_sha256":"2d817b44fc45bd83eb87fc36c8c57f37a706382d4ced9f5ba62147fcb40b6e79","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876625},"components":{"alpha":1.0,"bonus":1.0638218835876625,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876625,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4787779b08d1d8eb4c534de3502b62fdc61606abe84a8e17007bf7ee15a4206","formula_version":"titan-u-contract-v1","latency_ms":22.722708999992847,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030488550254329,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2560","prompt_sha256":"03789d0c90d47bba1ff7a02006dcad39b5fcf29a291809d7edaa830ab80db6e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"64cfc2e9f5a61e528fad4d53ef7bb11ad48da035b5c876baaf75e88321b42531","formula_version":"titan-u-contract-v1","latency_ms":24.218207999979313,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2641","prompt_sha256":"61e60bbe2c9561f0a3709fe4d84d44dedb06a18705dbece4d492ee195039e5be","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"1edfd590fa4508ace770097d557d45c00f12b4a0727afb277dc1eec2e38243ba","formula_version":"titan-u-contract-v1","latency_ms":24.06358400003228,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2874","prompt_sha256":"559fb3b159b22e0d96fbff6e98139f5b4857358b926bb35a1727099ab08557e6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"2619624a90f1cf3a56e355a71c4c7b8e20190a50e96f4d51db0bcee482586ab3","formula_version":"titan-u-contract-v1","latency_ms":22.08958400001393,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_2923","prompt_sha256":"b4ffb3e6c87fb0a05f386cf6b4cb6999d2315e3281c55f07ab6afbe8c29374da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767944},"components":{"alpha":1.0,"bonus":1.0637173944767944,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767944,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"c8c7387fbe7d6cad8fb90a1153d5e5b571538db0d9d8f2e2900753881730432b","formula_version":"titan-u-contract-v1","latency_ms":23.24374999994916,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030384061143461,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3047","prompt_sha256":"f44e839f8f7cc70315f9906eca0b9005ae61bc915d918caff881415c4c94729e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015294},"components":{"alpha":1.0,"bonus":1.0637911126015294,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015294,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"70000be5df1629fcb489ff3c78aa1d97dad5e53d81b47f02e5da79bd3e1bdd4a","formula_version":"titan-u-contract-v1","latency_ms":23.306708999996317,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268196,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3052","prompt_sha256":"243f574890a063482b3baaf7131842ab32292a2072eb360e89039204ff78cbfa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274659},"components":{"alpha":1.0,"bonus":1.063812575274659,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274659,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"31ebcac72c71067d45b5b229580e8a339e8767f449d2dfbb8d4209c9953f627e","formula_version":"titan-u-contract-v1","latency_ms":23.107332999984465,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413256,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3114","prompt_sha256":"566928a7aac2568581043449d21f62a5c3e925a00a568da25604587c0222705d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974161},"components":{"alpha":1.0,"bonus":1.0637434047974161,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974161,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"9a800d1720d0868b97b92ae2a8b2e0d8f98b25d16c290444878b8dac9d7f2f8d","formula_version":"titan-u-contract-v1","latency_ms":23.17745800002058,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304100714640827,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3169","prompt_sha256":"630e430300c032fb6261ec742ea383ce992f1f712fc7dc8d293ef2ab446fd3d8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032236},"components":{"alpha":1.0,"bonus":1.0638281258032236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"baa5d85f6724763facf3eb27d32f610beeb229b75b04ca498cd4544154569c68","formula_version":"titan-u-contract-v1","latency_ms":24.680791999969642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698902,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3204","prompt_sha256":"8da2ac37745b606b36e0ccdd751bc0f2cb56f4629cee63f16a169a1645bc2cf1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638438596958202},"components":{"alpha":1.0,"bonus":1.0638438596958202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638438596958202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"e20219e1264343c73639ef0b3ef9dec29ad3f40ee00fdfd153ff4c0c49e1a5be","formula_version":"titan-u-contract-v1","latency_ms":25.124584000025152,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305105263624867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3236","prompt_sha256":"8994a54deb9da92beb7b8934e9ccdcf13cc6defb40980ec3ccff98f4e8bebc35","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209761928783322},"components":{"alpha":1.0,"bonus":1.1209761928783322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209761928783322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4628,"eligible_count":122,"excluded_count":18,"feature_sha256":"a51918fece5126496658e7a007b6a289d27ee62589531d596be06b14a8b9f84c","formula_version":"titan-u-contract-v1","latency_ms":26.975999999990563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876428595449987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3282","prompt_sha256":"118695f416d37d48143aa63e2b7bfdc05f7ce85a3e260be52da873bfb7c7ced1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330165},"components":{"alpha":1.0,"bonus":1.0636671567330165,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330165,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bee03fe00f92bba7bafd28c0d95ec7f2f871d04667dac73eb1848166c07afc5","formula_version":"titan-u-contract-v1","latency_ms":26.302958000030685,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030333823399683,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3295","prompt_sha256":"babb0ed1c022b36be11516fcb290295b5d795e933974dfb979030e1330af5184","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063782024341688},"components":{"alpha":1.0,"bonus":1.063782024341688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063782024341688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"581702ab1bf0068d576b7797dc8c8f06ab5ce44f47d4e70d61531e7986ae12d2","formula_version":"titan-u-contract-v1","latency_ms":29.856749999964904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3359","prompt_sha256":"30fc2d3db2a10293f9ec43518a01a5ea53b554f2f8660791a0968a3a2fd9c461","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636323524836953},"components":{"alpha":1.0,"bonus":1.0636323524836953,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636323524836953,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"c325dca22fd435b3dd675b8296f3dc5ffc7fdf5aa76b21c74c1665d79cfe887e","formula_version":"titan-u-contract-v1","latency_ms":25.205167000024176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302990191503618,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3420","prompt_sha256":"72ba5040da4e5ec745fa0c228bc90b74f883f325e66d66e956158a780f792e48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639867392265752},"components":{"alpha":1.0,"bonus":1.0639867392265752,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639867392265752,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"1c59f4732600c5d21819ef9dd3a0bbe4d02ca566b0cb8889deb1c500e3782da8","formula_version":"titan-u-contract-v1","latency_ms":23.40587499998037,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306534058932417,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3500","prompt_sha256":"aa12bd600ed3120229766f16bda77758367a0a02da020f63edb247de46da2d2e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"70c39eaeb14d7a9f884411f4b4e0dd88cc74632d0a26c2849eef3908c88fd05e","formula_version":"titan-u-contract-v1","latency_ms":30.404292000014266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3591","prompt_sha256":"2e3edb8e62030e127437ccf7c95f597b99c55884fd0aeec1f0b0f9df7e476da6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"69be734d509e9b81b0935afed09311eb8f8cc39e1ebd45aa5e4e056b0c5bbc9d","formula_version":"titan-u-contract-v1","latency_ms":23.34200000001374,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3662","prompt_sha256":"b5cba963ef5f7ca7a4b50bbd77f98645337697fa3b768ee61b760fccceb3ca2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"18609ba4db96e1f49979d65f1090231be3fc2e823ab061003fc5d8b6f5c91326","formula_version":"titan-u-contract-v1","latency_ms":23.395499999992353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3728","prompt_sha256":"8cf35fbeac5a5dad6fbea76af9be2432df492fecf1b59ae3a5602576f8e4b3d6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008157},"components":{"alpha":1.0,"bonus":1.0638694153008157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4660,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1bb0f05116ffd0c936e5b1575354190c421ec13ae9dee928479d5043b928613","formula_version":"titan-u-contract-v1","latency_ms":29.17379199999459,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3788","prompt_sha256":"44c80ad5f866785afb8ead9788e4f669fedd929dd05ee9534c03dffd40717562","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4674,"eligible_count":122,"excluded_count":18,"feature_sha256":"3ff08f1fe7dc2329af06d1546ff42aaac0e5dc8b6bef8b7ec38da313e4070bad","formula_version":"titan-u-contract-v1","latency_ms":28.423374999988482,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_3793","prompt_sha256":"5eb1bb51a4f37570bfea46a0b258e5cd415c44284201ed32d8261c218af79f80","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063983262468212},"components":{"alpha":1.0,"bonus":1.063983262468212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063983262468212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4694,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2139e7d1abd89f23ec7c25e2caee34ed151407f9a10d28ac78a2fa9491f9f02","formula_version":"titan-u-contract-v1","latency_ms":27.955416999986937,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306499291348785,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_4035","prompt_sha256":"a349f77d2c10423c89796a23a919c653a398c22992bd0c75eb21aac7a47338af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"2fccc3563dcf8aee8cb89ae9d667377d3f38820b8bb68eb8710e2ed69c38a960","formula_version":"titan-u-contract-v1","latency_ms":24.933292000014262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_4096","prompt_sha256":"d33ab9a0a173a21883f6d52f4cc55d99b043a4f4fc470598e2786f80e63de17f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"c1dd0081642e713cab24ee891e77a14b20e24409c1617a66f51b8f0f4214b405","formula_version":"titan-u-contract-v1","latency_ms":27.078833000018676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Celebrities_162","prompt_sha256":"f108065c9c3b1cc88346c9bd6e551a732e42f463ac3f0d35c640b0391cac1670","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637231231916038},"components":{"alpha":1.0,"bonus":1.0637231231916038,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637231231916038,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"42f307eac020cf19e366ec6ccdd13e5171cd5a8a0613b570b7a36847e2d7afb3","formula_version":"titan-u-contract-v1","latency_ms":23.935415999972065,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303897898582703,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3452","prompt_sha256":"4524b504cc63e1ab575b27d1170af50852ee0ccf28cd72fd3f586dd160a31948","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d36a938b60f3bcb669d0710d05a9633640c4f6171274901475e4c9b2693e6b1","formula_version":"titan-u-contract-v1","latency_ms":28.15845800000716,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2604","prompt_sha256":"095b3ea5a78afcb4b52e1ef90abecf2a5cacf5015ac0f7e86edcd22dd5c05491","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640042329861756},"components":{"alpha":1.0,"bonus":1.0640042329861756,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640042329861756,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4702,"eligible_count":122,"excluded_count":18,"feature_sha256":"114b9c4fba2c1c9c898c834a63f3fcd5ecd4f94f7ab10b61f239872f924d1c2d","formula_version":"titan-u-contract-v1","latency_ms":21.356500000024425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306708996528422,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3843","prompt_sha256":"f0779c22ce88571fa18112e18a70eab69c0e388023f837df35e4165057fc37e4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940708},"components":{"alpha":1.0,"bonus":1.0636429293940708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"65196102c5c99ddc3ec05974b20d295f924656f1ebc34451870b4fcc687bed50","formula_version":"titan-u-contract-v1","latency_ms":23.668625000027532,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607374,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3353","prompt_sha256":"1faee82b1d1c51305b5ffada65df35c27ef122646f302d5b7b79c4e07cceec64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"3be31aa89db138be60eb75d02ee67f857ebe5af2d201227fa0354481cac6f30d","formula_version":"titan-u-contract-v1","latency_ms":26.683208000008563,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1545","prompt_sha256":"77185dc5f564a78a0621fa78f6d01afcafb436df525dace49215d115e33a6a51","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4638,"eligible_count":122,"excluded_count":18,"feature_sha256":"3fc7ca35be9630093998111511e7899a0bd32bc5698f876a45b87feb30364150","formula_version":"titan-u-contract-v1","latency_ms":24.79608300001246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_4025","prompt_sha256":"77ee26aafd959c3755d52ad22c5925c684e6fd85bb686b64f866461c7b0e26a7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4701,"eligible_count":122,"excluded_count":18,"feature_sha256":"b91d832c36aa4a12cc1eab11f7297511fc964ba73411e5d3b2216beb40239ef8","formula_version":"titan-u-contract-v1","latency_ms":26.329416999999466,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_429","prompt_sha256":"d6018d2a8f23414eb83981b3f6bae90105e9f5985636e9f690ed02733364db07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbca0449e1c42217fb1ffda2833ee99466ff4302dfa1b0a6453674314d4d3867","formula_version":"titan-u-contract-v1","latency_ms":29.140834000031646,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3559","prompt_sha256":"b71ffae0d3c394ad7b186f121a06ec7bd2b8969d729592095fabff94d6c13665","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"c74623ce2dd39672097e972540ac722900aaae2471e4c68e88aa116645b89dab","formula_version":"titan-u-contract-v1","latency_ms":26.27033300001358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1770","prompt_sha256":"8d6ffa94756c0a662664df0d1016d65df1086dd2f3e7de5970c219b645195a71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144146},"components":{"alpha":1.0,"bonus":1.0638823691144146,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144146,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"15cc3b636b87540f692710390f3d6f134855817145cf1dc15796d8b16f281581","formula_version":"titan-u-contract-v1","latency_ms":24.8216250000155,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810811,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3028","prompt_sha256":"8541a110a5710c5dce5106fbf34f5833439c3f1560102d8bdff2ffadeb069794","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064021910018774},"components":{"alpha":1.0,"bonus":1.064021910018774,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064021910018774,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"f83065f7034a88c8a2b89488e62b07093df1b505191698a76d80dd482a4bbdf2","formula_version":"titan-u-contract-v1","latency_ms":31.903999999997268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306885766854406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3407","prompt_sha256":"d740580b891c61152767e803552266e57853e777a210f5d0d4cbe02bbe36fa12","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"c3344e062c5f5e34f1f212dc78af9f9b36736ac48ffad645b1559ca322f0e3f0","formula_version":"titan-u-contract-v1","latency_ms":22.20429200002627,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1317","prompt_sha256":"388c8f75acb6103ac7859b6abbd4f9fdaa083cd1a38fb1be9054021acc6a3c4e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4639,"eligible_count":122,"excluded_count":18,"feature_sha256":"6ef7994cb59658a0924f5c108443c9d4246d6f442e93e108cb90f4c71d3029af","formula_version":"titan-u-contract-v1","latency_ms":22.757582999986425,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1608","prompt_sha256":"8a1d1979642db436e510ef9e9cd782f9533b81def1f139a5be1fa2b4a61924b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637259985541387},"components":{"alpha":1.0,"bonus":1.0637259985541387,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637259985541387,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"30141515ff03b1c01ca124596bb6ed70ea174eea51e36562189060b21b4b76b6","formula_version":"titan-u-contract-v1","latency_ms":22.004833999972107,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208053,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_504","prompt_sha256":"796e9227c112ab6ed013b7216cd23f0b98cbe2bc139ec5b09952b5fe667c78da","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641242878536337},"components":{"alpha":1.0,"bonus":1.0641242878536337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641242878536337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4733,"eligible_count":122,"excluded_count":18,"feature_sha256":"a7c5efd5f3bb5e6c820945e9b31e8d8347a690619718db4329c2ad4be55f1980","formula_version":"titan-u-contract-v1","latency_ms":23.182083999984116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307909545203002,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3211","prompt_sha256":"2083b0fb9ff73c7c37888c66f4e2bc71c7cdee1ca1cf91a238a6d01d67743e24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637346686615512},"components":{"alpha":1.0,"bonus":1.0637346686615512,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637346686615512,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4616,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bff942273a4f3261e08bb9e14c4e4365839226f5926acfd6c2d89a3896e43f8","formula_version":"titan-u-contract-v1","latency_ms":21.79041699997697,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304013353282178,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1221","prompt_sha256":"d068482cef18906402acb70c138f382f08e02fb240b87b11ccfc86d1d9ed233e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"8db66c9da409ad58e9a7375d1a314b622b3dfad600a76ce2b97bfc4775b5387f","formula_version":"titan-u-contract-v1","latency_ms":22.95483399996101,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2468","prompt_sha256":"db17a9307ec78f4ca1a28ae7a466de31aa1ef18f7b1fe1b6a295f26813a06932","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636429293940706},"components":{"alpha":1.0,"bonus":1.0636429293940706,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636429293940706,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d502696bad112e75b847d6b2fd57019c9b4bd883908a0e972485919823b92c2","formula_version":"titan-u-contract-v1","latency_ms":22.959708000030332,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303095960607371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1120","prompt_sha256":"62c6537baf13f9627392a52d355b0da213e9b10c1a49ceed13d83ef52d4b32b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639286314469123},"components":{"alpha":1.0,"bonus":1.0639286314469123,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639286314469123,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"ecc11129996b5ddb59aa4570f110a53387fa0a61f5cb56747bae5a6a88127bbb","formula_version":"titan-u-contract-v1","latency_ms":22.04412499997943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305952981135789,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1953","prompt_sha256":"83a8bba4384cf738ea7808b7ef2985c42517d8a7a3a8b56d146e211475f13319","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024957},"components":{"alpha":1.0,"bonus":1.0636297266024957,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024957,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4576,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ae05036cc5a75d4d1f557b9cf8e061b31128cf89663359ec4d934984ff07a48","formula_version":"titan-u-contract-v1","latency_ms":22.22545900002615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691622,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2812","prompt_sha256":"d68bc7ab2b19459834d3fb5fc4f48b1fd96bc7df8698713171032bb8dd034b67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"be5f5485fe331161e713b4df9f3916f29214be70415f26baccc5cd8d30b8983f","formula_version":"titan-u-contract-v1","latency_ms":22.175082999979168,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2364","prompt_sha256":"0fe1d8f4cf11b5230284750545f28630f87aa485ca41762c0f74fe5a0cb216fa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638312579128797},"components":{"alpha":1.0,"bonus":1.0638312579128797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638312579128797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4650,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a1d9f7452373012a56840242711260d2dd2dee77ee31c030bcf03ca2012e1e9","formula_version":"titan-u-contract-v1","latency_ms":22.322542000040357,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304979245795463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_878","prompt_sha256":"e4002f938baa698dd7d4d7f360d1584f213a55f35a09580699000e50bd9ce5fc","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"4d2537f32db3943c15e86152ab460d5ee5b59f7325e9115d7788a9fa4c7be600","formula_version":"titan-u-contract-v1","latency_ms":22.48091699999577,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1057","prompt_sha256":"c933354537d753be92e45924eddb02f27428466da24f4ee4f9d43ccde9b821f7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1210790038228797},"components":{"alpha":1.0,"bonus":1.1210790038228797,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1210790038228797,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"f823615a00e88814072903d3a6cdf36f6e90a3379eb16926f307ea7ee1c80ec8","formula_version":"titan-u-contract-v1","latency_ms":23.220332999983384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0877456704895463,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3368","prompt_sha256":"e8f6a2300ff3ef5d14b657bb23c5cd7f84a0b2114c42173f2773374b52937988","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad1b1875b101d9576eb54b9f05eb77bed4f6e0744782edca1abbe247e6ba526a","formula_version":"titan-u-contract-v1","latency_ms":23.61858299997266,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3087","prompt_sha256":"6ab587271d3c3f56daf12d86c5067fea526187a8a267a77dabb8e91dc3d937a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"a15bb75431835e85af3e12ce0060c49550398d410cba0872bcf0a70d89348041","formula_version":"titan-u-contract-v1","latency_ms":27.59745800000246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2480","prompt_sha256":"7815010d82ee637540f8ac2cb89f599ebd1671838e10c1029b5e0058676fd26f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063758111749331},"components":{"alpha":1.0,"bonus":1.063758111749331,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063758111749331,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"9b74ee34d839a331329a16e13e14467b692e1a6242a46fec7a47041e4548e4c7","formula_version":"titan-u-contract-v1","latency_ms":27.347416999987217,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159977,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_724","prompt_sha256":"cdf199e9d4551823793180854039c931bc79117e3644c550603457fa602f35e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"c7e758c360c68bf72e55c7e2957154fb19b6235e13cc2872b559773d957f7596","formula_version":"titan-u-contract-v1","latency_ms":24.43604199999072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2466","prompt_sha256":"a9ef532bfa263f623cb2237eac54a38a77c9bbbd9e874e750ae949571cda68bb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4652,"eligible_count":122,"excluded_count":18,"feature_sha256":"54a08c55ec61d113d4e4071e64b7240a79dfaa36aca7a882f72aaa79fcc4321c","formula_version":"titan-u-contract-v1","latency_ms":28.635624999992615,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1511","prompt_sha256":"53985d3dba09f06d4ddde620394b8fcea9abdf2c06ae2ae1f7e2381bdd644922","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"f82f6a924282f32c6956784db9bb466da6ffc78f49293e2f19f20e6edcd66665","formula_version":"titan-u-contract-v1","latency_ms":27.997667000022375,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2056","prompt_sha256":"7db98da73d959ae780c7532b9d219989cb0f0ff754ec28a31fd57c03a2463167","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"9835b1b67731b1c3ae2a81b1ec7b9dd636608e5feb24fecbaf397277bfe203d5","formula_version":"titan-u-contract-v1","latency_ms":26.2990420000051,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1954","prompt_sha256":"3d63dbe67c1fcfd02ed01273bfaa76d88e402605092c7fb3e3ff944b8f73de37","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638856259015812},"components":{"alpha":1.0,"bonus":1.0638856259015812,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638856259015812,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4665,"eligible_count":122,"excluded_count":18,"feature_sha256":"d49e21c516a163bd37cf00ea5ae7142238e630ddfd97e61a5229be76860a32ed","formula_version":"titan-u-contract-v1","latency_ms":22.057542000027297,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305522925682478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_776","prompt_sha256":"c47af9a01da2f23e4a143cfb8378bc00a8b31fc3468951e5ea0a52187bee06a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063856578826535},"components":{"alpha":1.0,"bonus":1.063856578826535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063856578826535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"7873414d6f596e90402b3bb34fd1907b54bf7fb93488f4c7d6a4fe01eaf45832","formula_version":"titan-u-contract-v1","latency_ms":25.174875000004704,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305232454932016,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1149","prompt_sha256":"8623405c938b3385d675544219f7ef6fc8ae542ca907b6d40790d8f433ca10d2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"1a087ef5128980c1d904e45a136d4783cf9c5c63025dd9c63fadcebc8b397977","formula_version":"titan-u-contract-v1","latency_ms":22.935666000023502,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1548","prompt_sha256":"0cad9ed7c5e53348294532bd969ac49542aa50c8482ad164a5246342e745f8de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636089837494322},"components":{"alpha":1.0,"bonus":1.0636089837494322,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636089837494322,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"8ce76df7f88304a3fea23fde1e4157eb45044991cf0e47135b73126d6a3a3515","formula_version":"titan-u-contract-v1","latency_ms":21.81524999997464,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302756504160988,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2150","prompt_sha256":"594d3a987ab022f81da2a7e5a4ab8ceaff6ed54e9cddedfdf4a794b9c565fca6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637730021014822},"components":{"alpha":1.0,"bonus":1.0637730021014822,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637730021014822,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a37308ee368aa437e1a334d20de6297368752d79b50f4bc3e32a1f86ba876f8","formula_version":"titan-u-contract-v1","latency_ms":25.89595800003508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304396687681487,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1942","prompt_sha256":"f532e3b0a4b86c62e8058abc80c77dd68b1e3818dbb2ab5cf274d9a1094b086d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211969608414045},"components":{"alpha":1.0,"bonus":1.1211969608414045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211969608414045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"e010f4a7da20278098aa4113a7e5642183491092ce0443ecf6eb744c9752c317","formula_version":"titan-u-contract-v1","latency_ms":31.710833999966326,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.087863627508071,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_171","prompt_sha256":"2fb85a6157283411005d0ac1bc97f20c8321bfe5df14253482db46f4ba6524f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638758775404675},"components":{"alpha":1.0,"bonus":1.0638758775404675,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638758775404675,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4663,"eligible_count":122,"excluded_count":18,"feature_sha256":"94ca52bf8e6d73fec555ffc360d20308abb175ca86790aacf71a8eae63cc77e8","formula_version":"titan-u-contract-v1","latency_ms":24.4683750000263,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030542544207134,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2220","prompt_sha256":"b33647b2b328f1210d1f8465b522ae6c41023bc1af464506c06158d2ad6c100d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4642,"eligible_count":122,"excluded_count":18,"feature_sha256":"2c851f97e31436d2f19666b9b0eb06cc564ede04e8cfacf9fe424fca390de392","formula_version":"titan-u-contract-v1","latency_ms":28.833915999996407,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3638","prompt_sha256":"d6928dc22244479d18d51fb0db80607bfdd66e656ae803a4eb8a607578e02593","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637911126015285},"components":{"alpha":1.0,"bonus":1.0637911126015285,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637911126015285,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4635,"eligible_count":122,"excluded_count":18,"feature_sha256":"c2822be603efe4023e2397e6ca8aa11ac4b29c83736fcaf0bbc1345077486726","formula_version":"titan-u-contract-v1","latency_ms":24.214583000002676,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030457779268195,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3837","prompt_sha256":"d1346977b3083522afd72b3a98124d208d00495b756232c263f0d06db907b9c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637317712891723},"components":{"alpha":1.0,"bonus":1.0637317712891723,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637317712891723,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1227f7b8c296dbef8b81e93416d887051ae9b1a9fc1126b35d2229677a45efe","formula_version":"titan-u-contract-v1","latency_ms":27.62000000001308,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303984379558389,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3780","prompt_sha256":"87052fd10004ee50f2af0725eba05aac7c55a7a59f4b3db299b0aa734e1f2614","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063828125803224},"components":{"alpha":1.0,"bonus":1.063828125803224,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063828125803224,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"7e19c946a3f8c68c0ee320f0e968501d030dc6acf2cb830276398771678d3913","formula_version":"titan-u-contract-v1","latency_ms":21.827083999994557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698906,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_870","prompt_sha256":"b47defe4340b8cc7c66d531c727d76a9648ccd550c60377151920927a814eaee","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055759},"components":{"alpha":1.0,"bonus":1.0640326042055759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4708,"eligible_count":122,"excluded_count":18,"feature_sha256":"1137498570ec701bd669241ee17da5e4e45b34e760c52d3a1ce5e34332d59c60","formula_version":"titan-u-contract-v1","latency_ms":25.672124999971402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2880","prompt_sha256":"7cce555aad57db8c075f44811aae790cc93d52464a7473e377a60c581b2e92e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637760021792653},"components":{"alpha":1.0,"bonus":1.0637760021792653,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637760021792653,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"66955eff3c6101e3656b421f443e447998ee342daa92f5eadbcf8780e882e95d","formula_version":"titan-u-contract-v1","latency_ms":30.866708000019116,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304426688459318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_113","prompt_sha256":"2c7e32bfd74f4e8658d4cd9825f093cdf4134f99b3ae1df45f6699ee6ba68fec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063606423918171},"components":{"alpha":1.0,"bonus":1.063606423918171,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063606423918171,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4567,"eligible_count":122,"excluded_count":18,"feature_sha256":"66785cab7172317dd0bb2f57c5c0c3244cbb77e7482019d59e92524cdc2dcd01","formula_version":"titan-u-contract-v1","latency_ms":24.38399999999774,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302730905848376,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1131","prompt_sha256":"a0762495e39acdbd1579eb9510097660aff124da8352811b4a3d813e87ec635c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb36ea2b16de163c9f961a60c66ae69960a589c637fd80bfb3450b65f67d1abf","formula_version":"titan-u-contract-v1","latency_ms":21.67287499997883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_473","prompt_sha256":"0a8e1e8a47f093dea11e48cb9205cb3e8ef05c186d5e6f8bf847e8ea8b33cac7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637116951093937},"components":{"alpha":1.0,"bonus":1.0637116951093937,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637116951093937,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"593e2358b750f617dbc1af2ed9afd1ee1376e3673bbeff2dc104861c98596da5","formula_version":"titan-u-contract-v1","latency_ms":22.17825000002449,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760602,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1997","prompt_sha256":"53ba5ac0a763ced6b978a6c78ec48f733952a4c9041853e3ad5916dbba2118f9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428705},"components":{"alpha":1.0,"bonus":1.0636864111428705,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428705,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ec869a3c8104f416b3e0ede8b3856fc7c86b2f3a2ec7ef15c20f9c9371b2d94","formula_version":"titan-u-contract-v1","latency_ms":22.039917000029163,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3155","prompt_sha256":"394b0c75421ec744e78d0218a6ebbea1235e5f572867fcd958a2720c380b5a2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187368},"components":{"alpha":1.0,"bonus":1.0636536237187368,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187368,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b935e588ea4849add2d4b7b1da055e29a1477eab5dc5d48790b6447c577dbb1","formula_version":"titan-u-contract-v1","latency_ms":24.36983299998019,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_3698","prompt_sha256":"81a659cced7cff175860040668e211d464588f49c49e184fb597b20376adde9f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638470284773087},"components":{"alpha":1.0,"bonus":1.0638470284773087,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638470284773087,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"3977c33efa9c158f1add8de7fa6ab4d3c57ff34201b17ded5fb2cc3310adad31","formula_version":"titan-u-contract-v1","latency_ms":22.302707999983795,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439753,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_514","prompt_sha256":"50023d3f9d0eec4cbb07a4abc086f0451d8927c9a6c2119d7e03b4f66d21e432","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"80f56a8fd3abd6c5c583a017bb6062c16ca1de846c7f122ad06b5ef19fe59378","formula_version":"titan-u-contract-v1","latency_ms":22.509500000012395,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_1143","prompt_sha256":"353f3fa0b670051bce5dbadbc3354f672ee4ac56f67d871d798b8d1410cdc1b9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"28196ef6a9351d8713961683b205a17295f9928318ce999c54cf2cbe0a240351","formula_version":"titan-u-contract-v1","latency_ms":22.83729100003029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_Geography_2393","prompt_sha256":"7b20668884005c9b7823fcb87ef85a0252dc079b730044739542ddadb558ea5c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639252793312133},"components":{"alpha":1.0,"bonus":1.0639252793312133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639252793312133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"7861f37df4bac0e230b1d8acbdff70287835f85bc3fc66c3093ee7ef93f36a2e","formula_version":"titan-u-contract-v1","latency_ms":27.234208999971088,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305919459978798,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_662","prompt_sha256":"6a1e4fabb481227d4f364aec8ecc0b57f1a4552a3d73eb7c1c273a65f104acca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063908628742385},"components":{"alpha":1.0,"bonus":1.063908628742385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063908628742385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"c100353c4cd578e83c4f8dca98f64b91ae0f580663a9370428caa5095ed12f2c","formula_version":"titan-u-contract-v1","latency_ms":23.88399999995272,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_253","prompt_sha256":"42ee213b2efd23ab2bd77384c40546db227a1a6c53069b7679297e98f24d9c48","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"5d8434efd05be5f19bf3f02ffafd5d04109659f71db7f82a918023c3b30883ca","formula_version":"titan-u-contract-v1","latency_ms":23.187541000027068,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3563","prompt_sha256":"2bd6ea38908a928bbd0aff86db264c7c2a26f1d77e0603d4961d2f7f0c1e0551","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638921614759647},"components":{"alpha":1.0,"bonus":1.0638921614759647,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638921614759647,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4667,"eligible_count":122,"excluded_count":18,"feature_sha256":"6401e35f81ccebc08047b6a39a02051627df6553ed52a4a1994243cf5ea8dd13","formula_version":"titan-u-contract-v1","latency_ms":22.76020800002243,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305588281426312,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2093","prompt_sha256":"93994bc31521f044288868396b509b7b79167f6e019bc3eaa486e7c09deacc3f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063825001028131},"components":{"alpha":1.0,"bonus":1.063825001028131,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063825001028131,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"138b9c8db6edc8f6978dabd6db072fdac37852b0ff340b79f53808c51e4e9524","formula_version":"titan-u-contract-v1","latency_ms":25.806790999979512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304916676947975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_236","prompt_sha256":"0bc566fd51afa9f4132f6d2d9b786b9d9887a2f377f88b2c02ddafff92eb5a7d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063898726383295},"components":{"alpha":1.0,"bonus":1.063898726383295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063898726383295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4669,"eligible_count":122,"excluded_count":18,"feature_sha256":"d9b9489a747fc3d8f95d734a88494d4d43f04a2bc90efdebd7bbaa6758b9aee1","formula_version":"titan-u-contract-v1","latency_ms":24.49899999999161,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305653930499616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3511","prompt_sha256":"577dc4a7ec33c3c03bcc8fffd2deea2a30cc30ad8f7cddd1dfa576374541d528","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"ef97849f5334782c5b7415e27b0619274facc7bae83fd9028f67a93af31aa42b","formula_version":"titan-u-contract-v1","latency_ms":23.515374999988126,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2033","prompt_sha256":"990c96d70da7f2003587489c5ed152acb84280c0ba79877f7ba525b24eb6d273","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640290321462098},"components":{"alpha":1.0,"bonus":1.0640290321462098,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640290321462098,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"aed60d8f6399d3171a74c04adc0c50bd0ed9f32949e41ed8495dccd46e54dcdf","formula_version":"titan-u-contract-v1","latency_ms":22.069833000045946,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306956988128764,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2185","prompt_sha256":"50c9165c8c4afd61624c1e32f75aa1f1ccfc2a3903b79b4563202a887beabfde","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1209932119553623},"components":{"alpha":1.0,"bonus":1.1209932119553623,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1209932119553623,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"38c021ec421c56e252dd583c3658577360ca2f63973d9f5036c7a8807a9e3bd5","formula_version":"titan-u-contract-v1","latency_ms":34.72683299997925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876598786220288,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1532","prompt_sha256":"400ca1de6f23ee41dafdc1e61db99d1ec8683cfec8e2c8288cf2466d0b1aa5f4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4609,"eligible_count":122,"excluded_count":18,"feature_sha256":"8cda9efe421033da0b5d2c7c43ee89d2bffb2e6fc9f57422e3ba3f19503e4d84","formula_version":"titan-u-contract-v1","latency_ms":29.039624999995794,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_950","prompt_sha256":"5902515aec472475f0b40fc5834a80d3db7f4a18b41668f6157482ff71eb6240","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639625558789663},"components":{"alpha":1.0,"bonus":1.0639625558789663,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639625558789663,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4690,"eligible_count":122,"excluded_count":18,"feature_sha256":"52006833b3947bb10b6675d75823b1f4884c78c948308de2665dfbf566b26668","formula_version":"titan-u-contract-v1","latency_ms":22.035917000039262,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306292225456328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_453","prompt_sha256":"d0d65e70d706521d8983af3317b7a295cb49dec9983c2aa1d4e51ae485974250","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063706025089874},"components":{"alpha":1.0,"bonus":1.063706025089874,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063706025089874,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"1f44a7c41e0a58b83bb1bd921b59f60f0a89349150d6a4f2052519f7e5af8c98","formula_version":"titan-u-contract-v1","latency_ms":22.421790999999303,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565406,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3923","prompt_sha256":"25a63e18d71f1493bed90fb769e3de09c9b7e6a4c995f8080ead0cd35a090b8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.120981838055372},"components":{"alpha":1.0,"bonus":1.120981838055372,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.120981838055372,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"32ceb028c0e131ee868c54b2c81f5dfa0d5f77bac7ec9700ac55d178a2f55c1b","formula_version":"titan-u-contract-v1","latency_ms":22.138374999997268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0876485047220386,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3348","prompt_sha256":"3490594fdab24ac9ff1415302e622f1fcb4886264b193c0fd79b54c816a7791b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"487b5f60715a6648716d5359e7bd210487753d0e3e0c6c3e3c1c9e3898ba05c6","formula_version":"titan-u-contract-v1","latency_ms":23.044540999990204,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1452","prompt_sha256":"5a3a6bb77582599b0346b635db2f0c9fe46287c55e8fc730b156b0c4c519fb8a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063689191123281},"components":{"alpha":1.0,"bonus":1.063689191123281,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063689191123281,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"658731951cd75cd419c8abb128d558f694483868653f4b13a19ed3fcc74e2bc2","formula_version":"titan-u-contract-v1","latency_ms":23.858874999973523,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303558577899476,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_46","prompt_sha256":"c29ca268d711403111920db15dd17d1134519b42781eae39517c99380176e622","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637880758461715},"components":{"alpha":1.0,"bonus":1.0637880758461715,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637880758461715,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4634,"eligible_count":122,"excluded_count":18,"feature_sha256":"eeb56f2fcb34f0360e9044c04bb83ce2a6c2be716da9c8173731ca55ac4fd5c9","formula_version":"titan-u-contract-v1","latency_ms":22.111750000021857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030454742512838,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_422","prompt_sha256":"ed181347cf5a5404d99f39bcfd852fc2be96aae6741b8a08f5cace2b8121f6fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063779009592688},"components":{"alpha":1.0,"bonus":1.063779009592688,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063779009592688,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"419983e6cc54fa0feb1498df5128b5b56d93819ec083b48aa0fbcb9c8349bed0","formula_version":"titan-u-contract-v1","latency_ms":21.882790999995905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304456762593546,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2949","prompt_sha256":"e56a7c67f426167e0d4ff740df08df6a7b5f1c8ca5eff56283819dd97a8c2ae5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639086287423842},"components":{"alpha":1.0,"bonus":1.0639086287423842,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639086287423842,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4670,"eligible_count":122,"excluded_count":18,"feature_sha256":"8c1505385e8d28151a177fc6f263c28392190d8b6c7118b172e14a180b3c22e2","formula_version":"titan-u-contract-v1","latency_ms":22.753915999999208,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305752954090508,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3603","prompt_sha256":"5bef50c269c98b9b16d1ab1318ebee7b2022769c211a937d17cda89a266d4387","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063847028477309},"components":{"alpha":1.0,"bonus":1.063847028477309,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063847028477309,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"5ffafca7b7652f779cfc1bb40279e54556dc947f6f899f54c72c24250377c7bf","formula_version":"titan-u-contract-v1","latency_ms":22.358458999974573,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305136951439755,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1183","prompt_sha256":"477b834e55a2e5ab78102389f978ca96009733b0e493ba27e593329f2a70e8b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638281258032238},"components":{"alpha":1.0,"bonus":1.0638281258032238,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638281258032238,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"22bd9596f2b89835a109368fdefc48c511b3194d3d5ec4595c698a61e99406bb","formula_version":"titan-u-contract-v1","latency_ms":22.518458000035935,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304947924698904,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2888","prompt_sha256":"1a0d41370550712b5e6afba54041360f8f50097ef51462bbec9e7b52569a2e8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638218835876616},"components":{"alpha":1.0,"bonus":1.0638218835876616,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638218835876616,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"9281fcaccac720b7a07029e4a8ab066513f47fd4d88562f8a9c2f34ed71e0c3e","formula_version":"titan-u-contract-v1","latency_ms":22.440833000018756,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304885502543282,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_940","prompt_sha256":"1468f5beb9fa479588b7a324bfefc9eca535effb1d6256c50113f2600f8de3fd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641853691909133},"components":{"alpha":1.0,"bonus":1.0641853691909133,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641853691909133,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4751,"eligible_count":122,"excluded_count":18,"feature_sha256":"56ea17ac1f110a6b2fcbb457e737a3a0cdf7f78507ea8ad4eab565da73e41190","formula_version":"titan-u-contract-v1","latency_ms":33.65687500001968,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03085203585758,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1865","prompt_sha256":"4c366fb57299c7dd847f4b9fd98eb9ee836bd5716cc28ee224e08b5e27cadcfb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637850464262035},"components":{"alpha":1.0,"bonus":1.0637850464262035,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637850464262035,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"db20b1c7fae814f9c238b39da03139debd6022e22d6adb9ea4f4481571f32700","formula_version":"titan-u-contract-v1","latency_ms":24.15849999999864,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03045171309287,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3884","prompt_sha256":"8db11904956b63ae68d1d4025232fb92ef3b054cbea624bcc24f723d1667ffd0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639488981208167},"components":{"alpha":1.0,"bonus":1.0639488981208167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639488981208167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"d6e0dae4da0b8af2d3632f0413836ca2daeda6e19716de7ec8077a7fb48894b6","formula_version":"titan-u-contract-v1","latency_ms":28.52591699996765,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306155647874833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1815","prompt_sha256":"8914cf83199923bbe759f02594b6ad5a8c00dc2676531ede762c8c918deaf16a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"606d330a573adbae3a36336d9f7f7b95d9f830b6330e0b1da443b2d56d9a6ddc","formula_version":"titan-u-contract-v1","latency_ms":34.3308750000233,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3970","prompt_sha256":"1fae31ab87c3a99facfce94e7cbb1a5a8ddf2e952051780ce231ef37a199827f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063869415300816},"components":{"alpha":1.0,"bonus":1.063869415300816,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063869415300816,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4662,"eligible_count":122,"excluded_count":18,"feature_sha256":"a0d5cc06e9cf0b746c993d7d0eaeedef929fd5a77a5a0261ebfcb67e2d6fb33b","formula_version":"titan-u-contract-v1","latency_ms":32.70945899998878,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674825,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3985","prompt_sha256":"e764c06457da36c333830d856cbe66de8cacb72a86c1c8c719b60b7119a2f706","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.12113201720404},"components":{"alpha":1.0,"bonus":1.12113201720404,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.12113201720404,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4678,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f018788bd5bae2ccc92b0fe478f14ac591be02ceae3367a56ed5a6df393f4f7","formula_version":"titan-u-contract-v1","latency_ms":22.291166999991674,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0877986838707066,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_170","prompt_sha256":"7665c6e4de5388c782d3eb70f0c138e03c0c5c188945aa48c07918640e1ef991","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639797930412023},"components":{"alpha":1.0,"bonus":1.0639797930412023,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639797930412023,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4693,"eligible_count":122,"excluded_count":18,"feature_sha256":"86fcd80f53e85206dbb1de0715de1faed1ce83290402c697f1e28b9dea3ebbe2","formula_version":"titan-u-contract-v1","latency_ms":26.736208999977862,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306464597078688,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1641","prompt_sha256":"14db0b15f02305daa464d48fc673cc7ad624585a3278b1afb8cbcdb300b93cd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638888900221206},"components":{"alpha":1.0,"bonus":1.0638888900221206,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638888900221206,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"768822470c1dfcf4d8a07b6c31021e130f51499b6e787d4141d3e972df611100","formula_version":"titan-u-contract-v1","latency_ms":31.813874999954805,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305555566887872,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3667","prompt_sha256":"f6e155395e5c983cb48b6ba994bd41073090ebb335f8e7b2abb6487c4b7f2a61","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063918597097541},"components":{"alpha":1.0,"bonus":1.063918597097541,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063918597097541,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4676,"eligible_count":122,"excluded_count":18,"feature_sha256":"bec07e9c61baa8d3bb94d2ba3b15d6522c64c6975e7587149919fa8dc06394b9","formula_version":"titan-u-contract-v1","latency_ms":28.162374999965323,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305852637642077,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1436","prompt_sha256":"9f6714c41ef9a42bcdfd677546e8a6a1f086970ad40a4c4253fec34671e679c5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967363},"components":{"alpha":1.0,"bonus":1.0636753645967363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"8b0f91b8d5b2790cfbb8012c4627c3d1669494a5ba5bbd8e3c180e45f458e26d","formula_version":"titan-u-contract-v1","latency_ms":30.698791999952846,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_332","prompt_sha256":"f2e85344e704f0eef70e4691b64f99f271875ff540e21a40e493feee71c69722","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.1211415812967156},"components":{"alpha":1.0,"bonus":1.1211415812967156,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.1211415812967156,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4681,"eligible_count":122,"excluded_count":18,"feature_sha256":"858ef15eb5ea55bd58b8504735c798d290b9a4c806eb801362c42db5858f54f1","formula_version":"titan-u-contract-v1","latency_ms":36.70508400000472,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0878082479633822,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1483","prompt_sha256":"b856517b1adf05f8374239370b98acfa79bdd549085c38c0f720baa8e4afee8d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485673},"components":{"alpha":1.0,"bonus":1.0638406982485673,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485673,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4651,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd561ee8867343fa70a51f1fbf45786d9c8811703d6cfb031d8165d65becf9ba","formula_version":"titan-u-contract-v1","latency_ms":25.014999999996235,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152339,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_541","prompt_sha256":"bf04135afd641c28aff8cf096b71768b7d6e2ae7c007516d237512c825a65d9a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638823691144148},"components":{"alpha":1.0,"bonus":1.0638823691144148,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638823691144148,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4664,"eligible_count":122,"excluded_count":18,"feature_sha256":"21fc7271bb5c589e643405f73ca4bf1666ad352350faa544d5e05e9af38d3cfe","formula_version":"titan-u-contract-v1","latency_ms":22.682707999990726,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305490357810814,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2594","prompt_sha256":"b3918ff048781dc406671755500e89216881d6903878711bddedab848f475a2c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922144},"components":{"alpha":1.0,"bonus":1.0637941566922144,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922144,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4636,"eligible_count":122,"excluded_count":18,"feature_sha256":"d84959dfa263db5d5ad634fb6f69b647e4c8ab448addd8fe20ac3f87da703618","formula_version":"titan-u-contract-v1","latency_ms":22.912375000032625,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030460823358881,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2707","prompt_sha256":"90a4e43f04dd9b3800f138efc622029df97a9578330a370a1d095cc822e6c03e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"cc5c4ff95c794e728aa7cd50932d1edac68c157e6db8e2bfd28e3591f8b101ba","formula_version":"titan-u-contract-v1","latency_ms":22.745541999995567,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3423","prompt_sha256":"ccf8a0120865de6c514b162ebdc21d728c8ac26ab7a621e612ef08884de8a4e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"b6d7bc9eb5c1cbfcde0021d0a2c7ccb72002e99796a131300f21f4387bf39501","formula_version":"titan-u-contract-v1","latency_ms":24.460750000002918,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_2331","prompt_sha256":"57b15d62f85513d6fcc83f0c29e54dd5e0123f915677f787d1ca05340bdc20df","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063809487173338},"components":{"alpha":1.0,"bonus":1.063809487173338,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063809487173338,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4641,"eligible_count":122,"excluded_count":18,"feature_sha256":"dc8852388d11aac3569c4d06ad22c1e15b7681fe89ea286454039b59a31736e4","formula_version":"titan-u-contract-v1","latency_ms":22.90462500002377,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304761538400045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3954","prompt_sha256":"eec069493bda9e4c659dee0aa9b239ddfa98b2220eb7c03bee05413b93930c87","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"4376d92f380394fb69fac1a2cfd210b392b59c887207991ff8465f494d67779a","formula_version":"titan-u-contract-v1","latency_ms":22.3139170000195,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_411","prompt_sha256":"82a0f05705d376008bb897bb53c167b9c46770da730f9464355e66a812d8a9ca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"6072b89212d071a8c6ed095447e20d4207244c84ed9755f97421f39227081554","formula_version":"titan-u-contract-v1","latency_ms":22.716208000019833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3283","prompt_sha256":"10256ffb18856bc8603e2e040c622748fbd9e967161c1b48a4533ed94b9ae08f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"11dad3e34065d01c788effffbefc378b9a87a97c74b794878d46f396954ae9c9","formula_version":"titan-u-contract-v1","latency_ms":23.26512500002309,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_523","prompt_sha256":"05c8329960caa3eb9480287547d69286e6a5a50fdc6b5569b28e20a967b66763","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"15698a9b57446ab41c39a408ee4823a590b2a61a1c82a0d0bf1a73eced779f6f","formula_version":"titan-u-contract-v1","latency_ms":23.496834000013678,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_485","prompt_sha256":"cc45821e9dab8f94dded93b7eaa31014dd28420777321d3d72ea451af634f50e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639902233162202},"components":{"alpha":1.0,"bonus":1.0639902233162202,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639902233162202,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4698,"eligible_count":122,"excluded_count":18,"feature_sha256":"6d9d29f1e3baa4ce262ea50ef635235be04a67de0074c23aa9d13165c399d8d2","formula_version":"titan-u-contract-v1","latency_ms":22.28500000001077,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306568899828867,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_64","prompt_sha256":"789d464d7c28ff684280c736bb29f7c836a8a15d7b6cf93aa63a06b8bacc316d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638597769443112},"components":{"alpha":1.0,"bonus":1.0638597769443112,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638597769443112,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"24a10d37bb8effba18dc7b69841c0dcfaa62ed1a97b57f3d444a8c643de43d1c","formula_version":"titan-u-contract-v1","latency_ms":21.766415999991295,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305264436109778,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_545","prompt_sha256":"7992804e66080b6a8a029f05b7345c3c2d92e6e90081d31e7dd789f72934c92c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638954402630458},"components":{"alpha":1.0,"bonus":1.0638954402630458,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638954402630458,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4668,"eligible_count":122,"excluded_count":18,"feature_sha256":"e4342d317c2470f7bc83271b51c892aa0444d65b8fcdefd77f240b49c77cdd6e","formula_version":"titan-u-contract-v1","latency_ms":23.723667000012938,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305621069297124,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_438","prompt_sha256":"762c8a17d940120b9fbf343df589c570b4f3abd07f49eb10727dddd7c19b2e71","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064000719572125},"components":{"alpha":1.0,"bonus":1.064000719572125,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064000719572125,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4699,"eligible_count":122,"excluded_count":18,"feature_sha256":"2579aef9d4ddf1cae10f5216025a9d7faad483eca175f929564e5075813a5ed1","formula_version":"titan-u-contract-v1","latency_ms":22.679540999945402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306673862387916,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3273","prompt_sha256":"0f2b466a2017b8d218e6d877814d4e318c83222c5b815d743911de5111161b97","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"037bb0d343b4ba09302c0abb741cdd10e8011384f1f00e6bc199259297ddc30a","formula_version":"titan-u-contract-v1","latency_ms":22.44504199995845,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_1054","prompt_sha256":"34718e32dc0ca7b3849dc996bbf6e5534c95b3fe30cd3db6fbca433d62d95cd7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063812575274658},"components":{"alpha":1.0,"bonus":1.063812575274658,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063812575274658,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4640,"eligible_count":122,"excluded_count":18,"feature_sha256":"28c214e91a312dac8809cf403c9730999efe24659694f619887e67d0d76ee737","formula_version":"titan-u-contract-v1","latency_ms":22.381499999994503,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413245,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3509","prompt_sha256":"c6004c362d2ab38dc33560bbe8439a5135fe9ea36648b1993a89461534593da4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4649,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd0f976da752bf8bbc120e3922af59602d19a966a6d11947761f66dc02799436","formula_version":"titan-u-contract-v1","latency_ms":21.6561249999927,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_3972","prompt_sha256":"40c202594120844a61a4b3b7ca39cf334798f36697dfc99fc77b1cdd567958b3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638629823959942},"components":{"alpha":1.0,"bonus":1.0638629823959942,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638629823959942,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4661,"eligible_count":122,"excluded_count":18,"feature_sha256":"e19930697a7af09402809ef8202fd067802a3d597cfa22492c1614df9507bb61","formula_version":"titan-u-contract-v1","latency_ms":22.2910420000062,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305296490626608,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"OpenTDB_History_924","prompt_sha256":"b3c9b597d1a4f51cdc8521bc5138136b0f13815146e9257551cc015edd08b29a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636013262731483},"components":{"alpha":1.0,"bonus":1.0636013262731483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636013262731483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4560,"eligible_count":122,"excluded_count":18,"feature_sha256":"8086a8c1b1a6373ad0424883e6b92d1e1a239ecdfea3f2b142da0d4d9733b640","formula_version":"titan-u-contract-v1","latency_ms":22.548207999989245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302679929398149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_61","prompt_sha256":"20dda62fa1013c16cc836a38e7567fcb07ad48a134ae9f91f95ac09114153db6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639353576756907},"components":{"alpha":1.0,"bonus":1.0639353576756907,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639353576756907,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4677,"eligible_count":122,"excluded_count":18,"feature_sha256":"8f9e2d25135386150f3e814bb794a0ee8771bd1fc713216e62f3c342a919587a","formula_version":"titan-u-contract-v1","latency_ms":22.29616699997905,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306020243423573,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_96","prompt_sha256":"72afbd4cd20e29f9288c4271b832abfe852ed7dd27ac1cf7e05e756eb4db2e68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636919784411274},"components":{"alpha":1.0,"bonus":1.0636919784411274,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636919784411274,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"089768f4f2db3273d5b353f56c78b835101ed4c7c32a32e3ae870bf8c882b901","formula_version":"titan-u-contract-v1","latency_ms":22.39812499999516,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030358645107794,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_141","prompt_sha256":"90d65474a29a2d6fe1030034dfb97f2dc8438ca8e77e65df29cbbdba66ee9fc8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635307096236102},"components":{"alpha":1.0,"bonus":1.0635307096236102,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635307096236102,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4531,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a8c267bec4c62f4d2bb0a3891ef453e2f80cd5a1721103761bd5cbb94e3ef2c","formula_version":"titan-u-contract-v1","latency_ms":22.21750000001066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0301973762902767,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_223","prompt_sha256":"51641f5167b3b1d4b59c9242a8ae21ca7f414363ad4c5b26568fc5669b1614db","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635689071764463},"components":{"alpha":1.0,"bonus":1.0635689071764463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635689071764463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"50474429bc0e3e5603bdb2281a0b5671e5c82438444aced4f2014d24bf83ba84","formula_version":"titan-u-contract-v1","latency_ms":21.341374999963136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302355738431128,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_329","prompt_sha256":"04257632606d7bbcf98e6a24fdf7ea988b2d2780ae398e174848172f77234434","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"762e424586019e10c28fdfec2e2b511c4f3c56df24ebb9079ee2dec20d3c53a1","formula_version":"titan-u-contract-v1","latency_ms":23.098624999988715,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_357","prompt_sha256":"2b65ba87a6fc56d06b35bd648b80583c42592b50cd3d9977a63427ad775b4b2b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311195},"components":{"alpha":1.0,"bonus":1.0637088564311195,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311195,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"ee1b953d81587bd4b23b5f9763eab838edd69b883a2a199818df99ce4af75dcd","formula_version":"titan-u-contract-v1","latency_ms":23.59862499997689,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030375523097786,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_387","prompt_sha256":"c34f5f5d196c0eeb778183012ccf0ff941fd50b57c1b0477725bfe2e8e73bcc2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704255},"components":{"alpha":1.0,"bonus":1.0637375733704255,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704255,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4610,"eligible_count":122,"excluded_count":18,"feature_sha256":"c520ceeb5608b5b2906e8deb9ffb9e169928ecaa26755b142382679089d49c7a","formula_version":"titan-u-contract-v1","latency_ms":22.280125000008866,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030404240037092,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_388","prompt_sha256":"ca539f8c4bb30fc85d9e32786f2bc4d669fe0d62f834fd7c5893d84cc4b846b7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"d045cb76e7f8a507a9d1cef424a0a4184fc373ac71757960710a746921fe7f23","formula_version":"titan-u-contract-v1","latency_ms":21.308250000004136,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_399","prompt_sha256":"1d54f4470eb41b3d645e787acd4058c11f522c32b2f3ed9ae2e058aae8fe74d1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637202551658025},"components":{"alpha":1.0,"bonus":1.0637202551658025,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637202551658025,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4606,"eligible_count":122,"excluded_count":18,"feature_sha256":"0a7474eee8feebf48e121cf8caacf34efec311fd45605210c32d35b48066b5d2","formula_version":"titan-u-contract-v1","latency_ms":24.013082999999824,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030386921832469,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_407","prompt_sha256":"1239ad707bec93c4436446cbe7ed1db697445108fe5689d397a348415b55d1d3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260578},"components":{"alpha":1.0,"bonus":1.0636038714260578,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260578,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4561,"eligible_count":122,"excluded_count":18,"feature_sha256":"03f5613cea327abc7b401e0a48359ce4828498ea49dd61a198ba22b6ec798e53","formula_version":"titan-u-contract-v1","latency_ms":21.824332999983653,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302705380927244,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_411","prompt_sha256":"bf66f33af9ebdd8bfb5000cc0fe48d3beb62affe8f3ccdba641b522b3c4fc212","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857166},"components":{"alpha":1.0,"bonus":1.0637032010857166,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857166,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"6916e7e545e0607e13640c8ce5cf5ffc900a197627c8b255d4fe7bdd49160616","formula_version":"titan-u-contract-v1","latency_ms":22.347208999974555,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303698677523832,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_438","prompt_sha256":"315989c4855aa4a20b9af822d60690bad5cef426941a074ccbac92191e64d0ec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636141254291895},"components":{"alpha":1.0,"bonus":1.0636141254291895,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636141254291895,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4565,"eligible_count":122,"excluded_count":18,"feature_sha256":"1d6756ae8807999795154258f3391189b87589e0463c0a317a50b6a2e9ac3c98","formula_version":"titan-u-contract-v1","latency_ms":23.08508300001222,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030280792095856,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_529","prompt_sha256":"eb2db578cce72a91f30663780c7ba43bf1752930a1f5d3fa59681f7ec7f9dc2a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024963},"components":{"alpha":1.0,"bonus":1.0636297266024963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"5a23a30aa75e39f5ab169349f30d2e9822f31b35494c75ad06bf0ce8377c4dc9","formula_version":"titan-u-contract-v1","latency_ms":23.42041600002176,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030296393269163,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_540","prompt_sha256":"8f720522efd0af2be305ccd75f0429d53aadae7e50e5cdff83223ddfef2cb3b6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636038714260587},"components":{"alpha":1.0,"bonus":1.0636038714260587,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636038714260587,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4563,"eligible_count":122,"excluded_count":18,"feature_sha256":"31d5e4c21adc2c73740433b48ff4bddbc95681da2527c87dcee35e92fd9f5317","formula_version":"titan-u-contract-v1","latency_ms":23.77866599999834,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302705380927253,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_557","prompt_sha256":"c8af4b4f1650dac0013bfc29e79e2f6a6d45e3e57f6f4d1f0ab830c7248ed2af","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"2ed71bb83df2473bd0bf773ddb27cf63286e0b9fc8e314ddb54660933d978296","formula_version":"titan-u-contract-v1","latency_ms":23.084125000025324,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_686","prompt_sha256":"f4e07573b82a4806593cc7c32b5a744bafb83a2ef9fb6babc7b1211b24b422ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636947730963522},"components":{"alpha":1.0,"bonus":1.0636947730963522,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636947730963522,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4595,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c619d1147a09e02e576347b3ee7275b327f0b5044a0dc1d0316bc780e6e3227","formula_version":"titan-u-contract-v1","latency_ms":22.80054199997039,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303614397630187,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_830","prompt_sha256":"94dd8148209b5d776b7a3962d457577fe3fe0fffecf56092b97fa8ed5a4f0da9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043664},"components":{"alpha":1.0,"bonus":1.0636726213043664,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043664,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"e5e466459c1771d10c4661385a2e84bf77cea219412fa05a8f99cf45bf22b988","formula_version":"titan-u-contract-v1","latency_ms":23.39116699999977,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030339287971033,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_856","prompt_sha256":"f0c32bb222b6fa84a916a1a87c0b783fd0f84ab6b1b85424703241ac8589b1e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4645,"eligible_count":122,"excluded_count":18,"feature_sha256":"ab347c69c536588782e15f4c84174b7c8cf3356638bd3a62f587450d7696fd05","formula_version":"titan-u-contract-v1","latency_ms":22.850000000005366,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_863","prompt_sha256":"9062fceff64bd4e62186788b4a6b9ac604203db7ef1cf6bc6a9d4bf5ad6d7518","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638661951815183},"components":{"alpha":1.0,"bonus":1.0638661951815183,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638661951815183,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"a39fbccfbf1d22d6df70bb2ced548d5bf0c0aaa45ac178fc6cec55de402ad31b","formula_version":"titan-u-contract-v1","latency_ms":25.385167000024467,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305328618481848,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_917","prompt_sha256":"c4acdc7414c6edfd9a2e93e056b0d8c046f40878bca0b33b1e83fdc5013f4442","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"848e6c4218d31b647c954c42bc961f22d18cd9a3384b56627d0cc331fe61a71d","formula_version":"titan-u-contract-v1","latency_ms":24.322458000028746,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_939","prompt_sha256":"3245fb65c275c1bf6a794e63b44f909ddba06b54668e3eb85ae88e4afd8e1715","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636244968561508},"components":{"alpha":1.0,"bonus":1.0636244968561508,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636244968561508,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4569,"eligible_count":122,"excluded_count":18,"feature_sha256":"1844c5d2e3620d66dffca0742a3d9c9be40b19b3f19369ef1bf7ab9d9604139d","formula_version":"titan-u-contract-v1","latency_ms":23.981624999976248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302911635228174,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_954","prompt_sha256":"c8e92a683ca5f8412554f6ea1f82be3554db85492f2bd75ccb5ac933f7414c5f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638406982485678},"components":{"alpha":1.0,"bonus":1.0638406982485678,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638406982485678,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4644,"eligible_count":122,"excluded_count":18,"feature_sha256":"75ffb786cf902f864fd4f3ed4ee1c1162b1e369555f9d379309aa838dd7cea04","formula_version":"titan-u-contract-v1","latency_ms":22.459749999995893,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305073649152343,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_968","prompt_sha256":"aeb3a80d7e111ded9c3d39aaf71ae029b48920697bbafb2affbbdc1d1ee2b397","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641622438566405},"components":{"alpha":1.0,"bonus":1.0641622438566405,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641622438566405,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4737,"eligible_count":122,"excluded_count":18,"feature_sha256":"a4727a2b78b41884955dc272e5f43b15182cafbf9ad51bb92fa93cb87c009d07","formula_version":"titan-u-contract-v1","latency_ms":24.11962499996889,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030828910523307,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_986","prompt_sha256":"8dd57940a650f60ec9ddfa77c8fb50fc65729777902ba872eaa6567a69aaacac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636726213043652},"components":{"alpha":1.0,"bonus":1.0636726213043652,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636726213043652,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"c6069654eb17f849b870913e0bcebbe10fbbbc9fa21feaaea3ad1baf9b17ad61","formula_version":"titan-u-contract-v1","latency_ms":22.635165999986384,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303392879710318,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1013","prompt_sha256":"9ca16158ebb84bf64c59e64fc197ff4bf6d5f12d4d99e63782233f38ce0ff22e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637088564311197},"components":{"alpha":1.0,"bonus":1.0637088564311197,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637088564311197,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4600,"eligible_count":122,"excluded_count":18,"feature_sha256":"fbf82bf71cffbc21bd1f20b512ec074ad8123df7a3ba9521e216bc2ec53cda01","formula_version":"titan-u-contract-v1","latency_ms":22.045124999976906,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303755230977862,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1116","prompt_sha256":"009ded68c164d8eb9d9fe9afeb4654550e9f552fef375bf93cc774072143ad56","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063711695109394},"components":{"alpha":1.0,"bonus":1.063711695109394,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063711695109394,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4601,"eligible_count":122,"excluded_count":18,"feature_sha256":"0efc7460fcaac72cdadfc81d48b2edde2c30ceeec989b8c4f808ed04c7ceea46","formula_version":"titan-u-contract-v1","latency_ms":23.653334000016457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303783617760605,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1148","prompt_sha256":"79a8b72933bcce66b0dc98a2f6142477bcca147d0701bdc82e618b12d5ed71dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063634985703507},"components":{"alpha":1.0,"bonus":1.063634985703507,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063634985703507,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4573,"eligible_count":122,"excluded_count":18,"feature_sha256":"90f9b0b5705cf9f3787a17ea7a9dce8ff19de8cf53357a91726f8f4fe3c7f179","formula_version":"titan-u-contract-v1","latency_ms":24.42041700004438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701736,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1192","prompt_sha256":"cb9ef22a0e077a9175c6612c83f92b3126e4b450d04cf529a62c957e97d93608","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063803332975602},"components":{"alpha":1.0,"bonus":1.063803332975602,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063803332975602,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4632,"eligible_count":122,"excluded_count":18,"feature_sha256":"675e95371fbcd0734603296cbbb5193ac16754ee6d0626198ccd09cd5192c86f","formula_version":"titan-u-contract-v1","latency_ms":23.509208999996645,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304699996422686,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1211","prompt_sha256":"c95d4e6752f0ce5bc0195ea046e9e71b115c866f20c3b76afba4e46579f98e88","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570323},"components":{"alpha":1.0,"bonus":1.0638343973570323,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570323,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"61ed8ea5c5d601a1b81cefe5175e5c7c110aad4035a3d1588af00b476d9c99ca","formula_version":"titan-u-contract-v1","latency_ms":23.917832999984512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030501064023699,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1252","prompt_sha256":"0e7b02a2a8815f96a09c6934f82c9a006e1891da71e57d023fea27fe8833a47f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639119441946319},"components":{"alpha":1.0,"bonus":1.0639119441946319,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639119441946319,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4666,"eligible_count":122,"excluded_count":18,"feature_sha256":"44dfcd412bc0fdd057ea1555b2d6b21dcc0c3f43d8c0418859d62df4c73c5d2f","formula_version":"titan-u-contract-v1","latency_ms":22.530666000022848,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305786108612984,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1334","prompt_sha256":"00db8dbdf077c6deee1b16396b0f334fd788e535dbc27081c5fc5836cc034099","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"bd16b33c285bd292a6302014ff4667948dd33231028712684d7a9318e30d685d","formula_version":"titan-u-contract-v1","latency_ms":21.86091599998008,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1335","prompt_sha256":"a063b209936d41b044911c0534a18c963fa178be795b47d29a54d8c5e42002aa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"c4cccb65e50c520eab825fb9dae993421137c26729b17b2ad86815b7020bc4e9","formula_version":"titan-u-contract-v1","latency_ms":22.272916000019904,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1356","prompt_sha256":"8308341ec7bcb698252af972d29950f82b38e633b47802ce8c7fbca284087da9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636218929911136},"components":{"alpha":1.0,"bonus":1.0636218929911136,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636218929911136,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4568,"eligible_count":122,"excluded_count":18,"feature_sha256":"78e8a28424814e07ba94caacc190c683b5f8a1c980eb8f52af8f5290b16e2974","formula_version":"titan-u-contract-v1","latency_ms":24.50833299997157,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302885596577802,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1407","prompt_sha256":"80c138dc2951f03cbca7642baf6cb8218b130a478e2fb63e9ebc16c738b0cf54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479865},"components":{"alpha":1.0,"bonus":1.0637610751479865,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479865,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"49a648fa85157ac4a6cd80ea25ee1b265916c9104d9b644938ca4e4d86e5bf5f","formula_version":"titan-u-contract-v1","latency_ms":24.398958999995557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030427741814653,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1414","prompt_sha256":"1e3f17e927beda7555b3b24d797c7b1b423328bd5702da1ee653d508674c2d74","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"c15344e967f2646e6938e5794d3fc1236299513541cc734ec853d2c7afdefd5c","formula_version":"titan-u-contract-v1","latency_ms":22.08545899998171,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1448","prompt_sha256":"e3edcc81ca617eb61789d77b116a9eede0d9e29671d973b12d4a790a7c80b4dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639659886481334},"components":{"alpha":1.0,"bonus":1.0639659886481334,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639659886481334,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4684,"eligible_count":122,"excluded_count":18,"feature_sha256":"4e715986bb4171de92d36e4b5b43e1b25a4be554629f78e909638241bd7ac5e2","formula_version":"titan-u-contract-v1","latency_ms":23.792124999999942,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306326553148,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1516","prompt_sha256":"db768652702190d5b27bd0eaf81f4dac366cb8374c5458dd096c057db520a0c1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538214},"components":{"alpha":1.0,"bonus":1.0638726427538214,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538214,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4657,"eligible_count":122,"excluded_count":18,"feature_sha256":"bc210bb2aeca887483d65bcb7c95f838b7a3d8d2b76a774555cb0ea1789c293e","formula_version":"titan-u-contract-v1","latency_ms":23.666083000023264,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030539309420488,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1657","prompt_sha256":"9bdd6c0b4e2edb6c440356fa45a562eb9900278524990fec180384b26790f78e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d85d1bc968d86331d697514485cc57f3ff54090b7f878af9a52299990585d6a","formula_version":"titan-u-contract-v1","latency_ms":25.20724999999402,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1707","prompt_sha256":"634a5fe50e9a35db0e6ff3a8d86087d8d59c50c7a7ca4d1a0fe5cf0331a35fbd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530834},"components":{"alpha":1.0,"bonus":1.0637670239530834,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530834,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"480c14f008ae00625c11811791ba95cd6ac06909907e10602e97034ef5b328ff","formula_version":"titan-u-contract-v1","latency_ms":34.429499999987456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03043369061975,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1793","prompt_sha256":"0e1c7392f06e28c239102542e34e3979148a89806bf1d6d23312c139b104c9c3","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636192964649052},"components":{"alpha":1.0,"bonus":1.0636192964649052,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636192964649052,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4567,"eligible_count":122,"excluded_count":18,"feature_sha256":"27b00cc57159c8304f2917809d576e72368e0a2f8ad3fb77b0b5b98ecefce505","formula_version":"titan-u-contract-v1","latency_ms":28.787541000042438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302859631315717,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_Geography_1835","prompt_sha256":"4249da3f3c674897d885f4749dbdd0c8296da2a345eabb2e5126c75cdebf490d","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063540082842438},"components":{"alpha":1.0,"bonus":1.063540082842438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063540082842438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4535,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a019018520fffde0a0ec9e17a28d265745ef097e450946fb043741571bb6e21","formula_version":"titan-u-contract-v1","latency_ms":27.138792000016565,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302067495091045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_987","prompt_sha256":"1ab49f77464c3cc57b4fd4be4184882276727023424d9a501810ae5da14c98b5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"e3ed6c580dff827c281a00fe840408390388de568004a40075a48c702f9b4b3d","formula_version":"titan-u-contract-v1","latency_ms":27.15133300000616,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1056","prompt_sha256":"92857914d1bf42067ed5357a8c9976fc799827a8b4a6e299516e279647124e06","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775795},"components":{"alpha":1.0,"bonus":1.0636167072775795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"eec79191e1586ec6bdbbaa6a63e3cb8a4176c18e77aa8b64b710eef419574040","formula_version":"titan-u-contract-v1","latency_ms":26.64708400004656,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030283373944246,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_576","prompt_sha256":"02b4de891bda612368d7f9a0d6d39d3f21336ae04b422c97f0f70ffac51a2104","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063629726602495},"components":{"alpha":1.0,"bonus":1.063629726602495,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063629726602495,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"3f4552d64b68a0e5e533373d6c5fd76bf1f7a0035a562d436f6671a440dc20f2","formula_version":"titan-u-contract-v1","latency_ms":26.147417000004225,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691616,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_8","prompt_sha256":"71a60ca7bba7fd62b99f284a9f41e277156f94f2038eab6835dcb55c29c5246e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637032010857164},"components":{"alpha":1.0,"bonus":1.0637032010857164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637032010857164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4598,"eligible_count":122,"excluded_count":18,"feature_sha256":"0f4c8af3c31bddeca4e95a5965d6ac2a0f9547d962634cff86d05d3dd5c0572c","formula_version":"titan-u-contract-v1","latency_ms":24.76754100001699,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030369867752383,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_494","prompt_sha256":"c5ff6373a016cf4eecf6d9d6124ac7881e860f201acd5e466c94829eb6a4ac7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063725998554139},"components":{"alpha":1.0,"bonus":1.063725998554139,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063725998554139,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4608,"eligible_count":122,"excluded_count":18,"feature_sha256":"2f573bdcdcdac262a7731bfca4b9042fe1f38733490a304554e206bd66618e4b","formula_version":"titan-u-contract-v1","latency_ms":26.4735000000087,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303926652208055,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_901","prompt_sha256":"9a2acafab66104a2f8cbfa5589530986756615dc77b225035dd9d692ba1b6f04","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356167},"components":{"alpha":1.0,"bonus":1.0638375441356167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"62881500b3cda958c7a72a90d209338e28719c52799418eb726ace8382fb6338","formula_version":"titan-u-contract-v1","latency_ms":23.862542000017584,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1380","prompt_sha256":"2ccc5bdf751abb76f2c31b5861ccd4595986b5d48c985ffd177cdd173380a931","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637463315154134},"components":{"alpha":1.0,"bonus":1.0637463315154134,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637463315154134,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4613,"eligible_count":122,"excluded_count":18,"feature_sha256":"f1f0967870b47fcf20d78db1820b6eee1541259ad42f13180c23b37e421f1201","formula_version":"titan-u-contract-v1","latency_ms":22.260625000001255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03041299818208,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_370","prompt_sha256":"6c2f531ee4bcf4fd453c3d6862cc549cb2cf42249be4caae57323e78f5eacfca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063540082842438},"components":{"alpha":1.0,"bonus":1.063540082842438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063540082842438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4538,"eligible_count":122,"excluded_count":18,"feature_sha256":"4ed9efd30f31ce4aab54e34158abd00a1e8ad19498a6aa877e9df71a0b508909","formula_version":"titan-u-contract-v1","latency_ms":21.885666000002857,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302067495091045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_598","prompt_sha256":"e56a27a8b4084b279f9e37628f7b1546daf5d755512be85ed1aa0846d7d316ba","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063540082842438},"components":{"alpha":1.0,"bonus":1.063540082842438,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063540082842438,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4535,"eligible_count":122,"excluded_count":18,"feature_sha256":"035b0a1816915eae51105b58e8afdd776fcbb54182482f0d4cbc49d06112d3fc","formula_version":"titan-u-contract-v1","latency_ms":21.53770799998256,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302067495091045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1030","prompt_sha256":"b384b83d1b6e94cfe66bc8617a386297c62555fb59acc30926c93551f0e008f2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636536237187366},"components":{"alpha":1.0,"bonus":1.0636536237187366,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636536237187366,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"c887631c3c0032cbb8c69f54c30c18287f210f3e205fe6f48e6f9115ced8acb6","formula_version":"titan-u-contract-v1","latency_ms":21.618000000046322,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303202903854032,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_11","prompt_sha256":"70f4f686f1fcda14554279bf600740a556c965e3210610c851a51652b91d8c67","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"b38e3ff8a91546f760d0f9dd30596820f13a8edec2ccac722f692f57f73e7603","formula_version":"titan-u-contract-v1","latency_ms":22.084374999963075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1618","prompt_sha256":"0edc05e765a7d7a666c4e524277a1ece4bfa269284afa3073144bf59d01dcb7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984623},"components":{"alpha":1.0,"bonus":1.0635887105984623,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984623,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"f784c79262ea921bf2e9c5996198bd209ea6335aacc80e96d5644416dd809057","formula_version":"titan-u-contract-v1","latency_ms":22.855084000013903,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302553772651288,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_581","prompt_sha256":"a30663e589a0d3e7439bd8b47279e0f64a2d381047ddb3e12f67158e13b7fdd8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635762784116614},"components":{"alpha":1.0,"bonus":1.0635762784116614,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635762784116614,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4551,"eligible_count":122,"excluded_count":18,"feature_sha256":"efecf7a66245ff4b2ebd9f2a0265e0e18b2f95b8b7ff537d953cc3fbdceaedce","formula_version":"titan-u-contract-v1","latency_ms":23.902625000005173,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030242945078328,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_913","prompt_sha256":"af856cb32ad0bcc0d36491e13eecb895cc096d4eb8aa4b90245e6acbf23e2feb","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635591816220196},"components":{"alpha":1.0,"bonus":1.0635591816220196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635591816220196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4543,"eligible_count":122,"excluded_count":18,"feature_sha256":"b4394c97eb22edda9419c0a4ccdaf04721d680b851b3e44ead92f8604648c17e","formula_version":"titan-u-contract-v1","latency_ms":22.244457999988754,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302258482886861,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_233","prompt_sha256":"5f24383d6f499afd18821fea52cb67b99a2176175c35174e57cf99f873dce60b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635448134951813},"components":{"alpha":1.0,"bonus":1.0635448134951813,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635448134951813,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4538,"eligible_count":122,"excluded_count":18,"feature_sha256":"7b627eed03bff3850d2cfb75826b4bcb38fe7eb9723bea33d7ac81c62d41431a","formula_version":"titan-u-contract-v1","latency_ms":23.64229099998738,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302114801618478,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1288","prompt_sha256":"aab7c54eaf70a4936edbf98e13fdbbc89a8b13885e7f167fd920151f2e95eae5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635689071764463},"components":{"alpha":1.0,"bonus":1.0635689071764463,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635689071764463,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4547,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bb367b4e5bc66cd9ce441c9e0efed97ee466411ad84fcf87e6451b8d913ca33","formula_version":"titan-u-contract-v1","latency_ms":23.50083400000358,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302355738431128,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_694","prompt_sha256":"f76c9e80155a635ebbe58cd1c8b6fe0208acd71513e3b5b73eff44020520a429","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063853388042732},"components":{"alpha":1.0,"bonus":1.063853388042732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063853388042732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4648,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d593cd35d95d2add86e68c79c62d24a3b2a74e9cb18df8ffee88450abba7e17","formula_version":"titan-u-contract-v1","latency_ms":22.48029200001156,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305200547093987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_264","prompt_sha256":"e14c676077c19302c9b0985fa81826bb4cc8a3309d3077742dc5901f6fa27660","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"c10245cf51f65d7695875fc488812b5d8f210f30f6f5ebb2dc2c67a4ae95d67f","formula_version":"titan-u-contract-v1","latency_ms":22.222041000020454,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1836","prompt_sha256":"297717e9c81b08d42ec112abc60dbadad720042cd3d22c03871dcd51289571e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063645591967785},"components":{"alpha":1.0,"bonus":1.063645591967785,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063645591967785,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2436864767cd16f685968dfe294a203ba04ca1513741db5517230c00235e357","formula_version":"titan-u-contract-v1","latency_ms":22.463750000042637,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344515,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_125","prompt_sha256":"6855e275c689deeac9ed275453c344e55b46832b43601ceac9fa60d6617b7097","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"c379d1779ab74161e2681d7873bb4f6324609cdf88c52c6b19dc35f5861231f8","formula_version":"titan-u-contract-v1","latency_ms":29.249917000015557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1505","prompt_sha256":"e77bc1f7d3ad8fe0b2608e78d7b0e0fcd77811d79f46d61a5d076eba14ea4a65","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063593734850154},"components":{"alpha":1.0,"bonus":1.063593734850154,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063593734850154,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4557,"eligible_count":122,"excluded_count":18,"feature_sha256":"c00293a8c4413505404c6b4a79c0a46fb49beeeed34bad18d1104ded2a18e41b","formula_version":"titan-u-contract-v1","latency_ms":29.711707999979353,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302604015168206,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1740","prompt_sha256":"b413bde0d372f0152561ac7852270cb3caa56011712c09b68f704de7b0861299","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635591816220196},"components":{"alpha":1.0,"bonus":1.0635591816220196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635591816220196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4545,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e1e618232475fa0065c48e7bb3d92b493e2dad3b04d36a6aff54dbf45cdad64","formula_version":"titan-u-contract-v1","latency_ms":25.6112499999972,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302258482886861,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_731","prompt_sha256":"240a4d56d6c17e94b32eea0c67705afe675b94e98c9fe9d9cadb8844e3c735ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636349857035072},"components":{"alpha":1.0,"bonus":1.0636349857035072,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636349857035072,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"0640ec16a47fe6bdbba3c43757c59e7e49f26a9539078dabc7d6a3af3f042490","formula_version":"titan-u-contract-v1","latency_ms":32.11408399999982,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303016523701738,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_543","prompt_sha256":"de00037f488009639257ffbebb4d1fa57fbfb589504a66a85d46383ef9844f54","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428714},"components":{"alpha":1.0,"bonus":1.0636864111428714,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428714,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4596,"eligible_count":122,"excluded_count":18,"feature_sha256":"3c08afb333361b9d95c9af588eca499a9ea798024d28fb47f7fda2c7798348a1","formula_version":"titan-u-contract-v1","latency_ms":28.57270800001288,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030353077809538,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1191","prompt_sha256":"adeda6f4c7cf08227e36491f80046269ed57024c9a9131ade558e1569ff45827","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636297266024959},"components":{"alpha":1.0,"bonus":1.0636297266024959,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636297266024959,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4571,"eligible_count":122,"excluded_count":18,"feature_sha256":"8d084302420f538c6f4f2dd1b0a011ce309e3ac16271d2e1c378192882f6281d","formula_version":"titan-u-contract-v1","latency_ms":25.598417000026075,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302963932691624,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_618","prompt_sha256":"3d7500c79050f5e0938c379d5ad9c6ae3a2fe45d52e77c4db1cc4acd627461ac","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063752206960108},"components":{"alpha":1.0,"bonus":1.063752206960108,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063752206960108,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4615,"eligible_count":122,"excluded_count":18,"feature_sha256":"1bda533b8678ca4b8034e37c052a4197769c8682d9dcf0cf48365d38968eebdb","formula_version":"titan-u-contract-v1","latency_ms":31.955541000002086,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267745,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1709","prompt_sha256":"ed2f790e3f6b7c548d96b22c4796093053d827a1f5799e69461ddf4f20cfe547","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"a839ba8f5eaad1634e001e0662815054920ad561ad4d39d3c068c8a6f8e94e0c","formula_version":"titan-u-contract-v1","latency_ms":29.43500000003496,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_391","prompt_sha256":"fd8aa650fe1d14409a22f6032baa0b9740b64cd50b7d34060ef14e2bf7ea9917","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063627108059963},"components":{"alpha":1.0,"bonus":1.063627108059963,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063627108059963,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"4a54f9eb9ecdb78fdcac595ab794eeab6ca4d93489a091034f6eefc0aa55ff5b","formula_version":"titan-u-contract-v1","latency_ms":39.31295800003909,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302937747266296,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_245","prompt_sha256":"fa00ef211553ad8ffd5fc0a48a456db75c72c2602f545fc0b8c83bc45ebbd419","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4658,"eligible_count":122,"excluded_count":18,"feature_sha256":"d2acd8b6ddf5951f225570ba1070c3ed5ec21f1b81674f3d0fa346113f69da41","formula_version":"titan-u-contract-v1","latency_ms":31.199249999986023,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1317","prompt_sha256":"3d0ea2a8d439a10445d1c0772e620c3bc40a918bbc75f61ad11786f00d7aae15","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635543628853674},"components":{"alpha":1.0,"bonus":1.0635543628853674,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635543628853674,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4541,"eligible_count":122,"excluded_count":18,"feature_sha256":"7ad99a28e8e58c249d2ffaf68df505e35aeb2f5b05dfd6af3ea9309618293a4a","formula_version":"titan-u-contract-v1","latency_ms":34.494375000008404,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030221029552034,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_638","prompt_sha256":"60cbbed67ed1d909d8f04ddb4f7e34d345ec878e4d463c4d4c0c4d7d02b2448f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638125752746581},"components":{"alpha":1.0,"bonus":1.0638125752746581,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638125752746581,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4637,"eligible_count":122,"excluded_count":18,"feature_sha256":"4bfb3ad4397bdc640e0a72f9b1a099cb732d88527fb9cb6fc8e5387d6c41a78a","formula_version":"titan-u-contract-v1","latency_ms":36.92495800004281,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304792419413247,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_262","prompt_sha256":"55f0c18df1cf46a7bcef5cf88eb8eb9696af4e58c0fd1644b16f7cdfb2c592de","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636402741587487},"components":{"alpha":1.0,"bonus":1.0636402741587487,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636402741587487,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"48dabfa3fbd4a9046759f05e69b43e23865573b14f031c9121e84660c05c9eb8","formula_version":"titan-u-contract-v1","latency_ms":36.69225000004417,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303069408254153,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1090","prompt_sha256":"7f758897911eccc8656b407534efe0d667dae3b06cb22de6f562a3374328e4c6","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"63be82dd48d0ca6e42aa6d22e0e763813de97122130cf28c25f9886fa7e02ef2","formula_version":"titan-u-contract-v1","latency_ms":33.855458999994426,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_230","prompt_sha256":"833537e91c511451601c64e1154a444f9cdff596cad6d19667e6ab5e4eaa9b24","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637404854157333},"components":{"alpha":1.0,"bonus":1.0637404854157333,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637404854157333,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"7be1fb616540526d14e6aa8cf6bd1759714da277862a0df99d978822dfdc8620","formula_version":"titan-u-contract-v1","latency_ms":25.738332999992508,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304071520823999,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_622","prompt_sha256":"bb2f1a9fc06198b797df417d79e4cfbc998ea6bc12fba8e1593529174181b3d9","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637492655696643},"components":{"alpha":1.0,"bonus":1.0637492655696643,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637492655696643,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"6222ed3aa95664758cdac75186c443a4094f25e196a098dbc1f39aa0e3bfab43","formula_version":"titan-u-contract-v1","latency_ms":22.487583000042832,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304159322363309,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_657","prompt_sha256":"79fe618d8a34f202cfe60c3b25c189d514b41ba0c754aa6c5339e118f01e2a8c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967365},"components":{"alpha":1.0,"bonus":1.0636753645967365,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967365,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4588,"eligible_count":122,"excluded_count":18,"feature_sha256":"324d5b3e51849067c5d654be9e869fb63e5e23000c71d3427ceb7b4fbc33f6b7","formula_version":"titan-u-contract-v1","latency_ms":25.34425000004603,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030342031263403,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_791","prompt_sha256":"9f05b244c3a70a1dfcb08bdadfbdaad8b71dfbaee4b0fd74c790490bd1dc4b3b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4620,"eligible_count":122,"excluded_count":18,"feature_sha256":"52e5298fa1cab9d6b10c90b30cada65a52cac537db29a5109b9c1b508a292e7e","formula_version":"titan-u-contract-v1","latency_ms":28.341291999993246,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_167","prompt_sha256":"aba40fc330fc099d91ab4c71d14ae99f0bf39e4afab9850db4c39fae75046766","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638002668793143},"components":{"alpha":1.0,"bonus":1.0638002668793143,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638002668793143,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4631,"eligible_count":122,"excluded_count":18,"feature_sha256":"80a0562c4f7f98017056b57a5ee44ff0fffcb51df24e7c0fa3093aeb102e8265","formula_version":"titan-u-contract-v1","latency_ms":29.717291999986628,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304669335459808,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_44","prompt_sha256":"ec3eb5e3b196262b9bcdca0c878b5200f349aa7ac02edf9ca55e301732e48399","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635887105984623},"components":{"alpha":1.0,"bonus":1.0635887105984623,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635887105984623,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4555,"eligible_count":122,"excluded_count":18,"feature_sha256":"2833d335bfaddcd78f36c98dfafae802fc6d90a08d8184c2771d708bc765072d","formula_version":"titan-u-contract-v1","latency_ms":28.57795899996063,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302553772651288,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1019","prompt_sha256":"53114c85540d9aa2f054fb353399c9cdb40037dff15e37f514c2b064d20670ab","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4579,"eligible_count":122,"excluded_count":18,"feature_sha256":"6f63002c0cf56f7bf841511308ef3de603497ea9f079dbec96e6eaeb86353878","formula_version":"titan-u-contract-v1","latency_ms":30.89679099997511,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_49","prompt_sha256":"1ea6c58c81e36e836b986358f6042b23467ff39453cc9be7d996adc5b37d2629","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497732},"components":{"alpha":1.0,"bonus":1.0636698853497732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4586,"eligible_count":122,"excluded_count":18,"feature_sha256":"bec6e113a9a416c7024dbcb72edc5fc3698c92803272de152cb7fcddd2a78fab","formula_version":"titan-u-contract-v1","latency_ms":42.96983300002921,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303365520164398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1216","prompt_sha256":"bb6b94e30f5f2ce15bebeb22ac085d2c5e58b4c7ef8ec5fd246578f7f2bdfc53","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637060250898742},"components":{"alpha":1.0,"bonus":1.0637060250898742,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637060250898742,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4599,"eligible_count":122,"excluded_count":18,"feature_sha256":"af5cfcd1a85c5d6dc3e3430d8b2dfeebc6c49e8d78d5d8a03aa5c874c7d30a36","formula_version":"titan-u-contract-v1","latency_ms":28.607875000034255,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303726917565408,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_882","prompt_sha256":"6f4752ba6830afca5072893d53e301e929f31180c8f63bf0587b1544e61b2c40","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636753645967363},"components":{"alpha":1.0,"bonus":1.0636753645967363,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636753645967363,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"f56975d44dbeae64bb3bfab4ce934c153545d6bbaeae69c5c06ccf55fdf69f87","formula_version":"titan-u-contract-v1","latency_ms":32.30745799999113,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303420312634028,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_106","prompt_sha256":"85ccf5739c503f03ebeaf3200d0db91cff2fbaa7af3eff54be801815f128f442","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635987884594924},"components":{"alpha":1.0,"bonus":1.0635987884594924,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635987884594924,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4559,"eligible_count":122,"excluded_count":18,"feature_sha256":"7a132b78ff1bcfd2a968e47620d88b4126127d6bb1dc9ea5a781d9de868334f5","formula_version":"titan-u-contract-v1","latency_ms":26.015833000030852,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030265455126159,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1109","prompt_sha256":"9793e75b3074f0c8d576b7c6fff46ba468887b927e0dfad2ffddfa68661519e8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636698853497732},"components":{"alpha":1.0,"bonus":1.0636698853497732,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636698853497732,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4587,"eligible_count":122,"excluded_count":18,"feature_sha256":"d1ad12dfae7bf1b9e0d3b5b8aa92aef40a6ca25f9e05f32e4cc8e486f998a895","formula_version":"titan-u-contract-v1","latency_ms":22.058250000043245,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303365520164398,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1230","prompt_sha256":"d4213a461d61b41b95e4bb78bda252cf0d3c2f98082796e1a9ed27f4fdf57fec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063648261879838},"components":{"alpha":1.0,"bonus":1.063648261879838,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063648261879838,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4580,"eligible_count":122,"excluded_count":18,"feature_sha256":"1781470161fef79fa32885cb67fc7506a908b9796f0642e4e721f97d746c7883","formula_version":"titan-u-contract-v1","latency_ms":23.629249999999047,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303149285465045,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_593","prompt_sha256":"4f44dcccc9bd533d13a50065006fd5d6f0874f5a5471cdaa322e90a8094520a4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063586209481864},"components":{"alpha":1.0,"bonus":1.063586209481864,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063586209481864,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4554,"eligible_count":122,"excluded_count":18,"feature_sha256":"172c730f1198fd5512ebd9cef31e3761e497c4210782ebb574c0cf394ed518d8","formula_version":"titan-u-contract-v1","latency_ms":22.912125000004835,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302528761485306,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_114","prompt_sha256":"1d7181ab7499009d86a810deb97abca19c30a72d352739dc00be475bb56cdee7","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636455919677852},"components":{"alpha":1.0,"bonus":1.0636455919677852,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636455919677852,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4577,"eligible_count":122,"excluded_count":18,"feature_sha256":"3d90b201fa4055ec36eb1e9da4742f03e8de668970786c695163498832470bb5","formula_version":"titan-u-contract-v1","latency_ms":22.02687499999456,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303122586344517,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1859","prompt_sha256":"e96c5af98b928569ed2304a910a2a3069848e24e7149df6ef2ef76dd0eb6e852","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197894},"components":{"alpha":1.0,"bonus":1.0636115509197894,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197894,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"faa4c40979380c687a719b3de22b42a07a67c5fb738d9c78f84ed80328ac954f","formula_version":"titan-u-contract-v1","latency_ms":21.19404199999053,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030278217586456,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_490","prompt_sha256":"97646fa816bdcd26d717a7a45f8c57c4891eecf3a0314d890e0918914b65af68","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637941566922147},"components":{"alpha":1.0,"bonus":1.0637941566922147,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637941566922147,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4629,"eligible_count":122,"excluded_count":18,"feature_sha256":"f9714cd469a4132bca189d3c0f4a57d86a4f9f216863646b16b1187b2fa4a056","formula_version":"titan-u-contract-v1","latency_ms":21.5919579999877,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304608233588812,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1113","prompt_sha256":"79337275030272124ce003d2ac594f5c556075a7bf90743608821a0c12f44541","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4647,"eligible_count":122,"excluded_count":18,"feature_sha256":"b8e38c7a02f7fac4d2487518e77b4bc48a84b3569ce5ea512f0e2f86c2dffc25","formula_version":"titan-u-contract-v1","latency_ms":22.309500000005755,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1572","prompt_sha256":"5de6eb1e8ef4544dcd12c912caea1b080ad16bd8361a1eb4900cf1e141151515","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637003844187045},"components":{"alpha":1.0,"bonus":1.0637003844187045,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637003844187045,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4597,"eligible_count":122,"excluded_count":18,"feature_sha256":"1accc74467ca4140088df1e6e1d3bf2ff53dda1327c1d32fa7f53b0c23765898","formula_version":"titan-u-contract-v1","latency_ms":21.562958000004073,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030367051085371,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1028","prompt_sha256":"0f764e9bc16d1bdb852d0bd09e48a06e62fa5325c22a8c4d60f1b889b606f702","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4590,"eligible_count":122,"excluded_count":18,"feature_sha256":"4883c1d2ad990a294777e7f587f4bc7fe023747c1cab55085d48151718c9f0dc","formula_version":"titan-u-contract-v1","latency_ms":21.257624999975633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_658","prompt_sha256":"f722e855b9227ae01ae2599be0e3c2bf15233008add068daa0df3521d52787ef","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638064064069646},"components":{"alpha":1.0,"bonus":1.0638064064069646,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638064064069646,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4633,"eligible_count":122,"excluded_count":18,"feature_sha256":"53c0008f908ba9c96a4f31cef6d7e61ef5446038157ef16417b0a229005200f7","formula_version":"titan-u-contract-v1","latency_ms":21.75337500000296,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304730730736311,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_712","prompt_sha256":"5bbae73306854fe059bfd97099969c710cfed64c3fcece52548ddf0969aff810","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330167},"components":{"alpha":1.0,"bonus":1.0636671567330167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"02ed9258a89900be8bf8b6b5c41f2cb04bf6502a7bbbf27f7eada83ffd3061d1","formula_version":"titan-u-contract-v1","latency_ms":21.2171249999642,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1039","prompt_sha256":"e4f9eb4bb7f0b22f6f8ecf969607030cb2577970b1f5dc2ade1a7f61430e2daf","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"cfcc2fee3072e8d541001f46291bcbaba6f2bd39dfa97823f030dfbb59746e33","formula_version":"titan-u-contract-v1","latency_ms":20.28333299995211,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_470","prompt_sha256":"d91641e4b0597182e8426c39ff4ad9a7d6f1108d7da101bff7497498962c19e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063637626261877},"components":{"alpha":1.0,"bonus":1.063637626261877,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063637626261877,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4574,"eligible_count":122,"excluded_count":18,"feature_sha256":"1589dd632d95773ee0ce33974969d4508d25277e5dd78a1a786fd5aebe4a5385","formula_version":"titan-u-contract-v1","latency_ms":20.72770799998125,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285435,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_938","prompt_sha256":"bad7934ee28cdb60a4c033942ebe6ba834b7a7c49fe2e7cde86181b4fd7b850a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999537},"components":{"alpha":1.0,"bonus":1.0636836384999537,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999537,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"3bbc8d92f25c31abf146d3eda78dffafe1e0536250bda6118e694e55a1183957","formula_version":"titan-u-contract-v1","latency_ms":21.045125000000553,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303503051666203,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1007","prompt_sha256":"20e621ca8a0b4cd208d62bafb4905af82cb7a2674fea83fa13b7e50049096fa1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636590149103236},"components":{"alpha":1.0,"bonus":1.0636590149103236,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636590149103236,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4582,"eligible_count":122,"excluded_count":18,"feature_sha256":"dbf0bf18762afcb5e6d89b2d7d7bd0dadeddf0ded6f9254954d901a3e8b2c60b","formula_version":"titan-u-contract-v1","latency_ms":21.966749999990043,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303256815769901,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1549","prompt_sha256":"3e3e7cab9214277ac93ddc23b9f2e088d1cf9e2c1592cf354f48b7c01061f176","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.06375811174933},"components":{"alpha":1.0,"bonus":1.06375811174933,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.06375811174933,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"c78d2565054f43086e58c5681373d4aba4e67045cf0520727bf72f6fb8cac4f8","formula_version":"titan-u-contract-v1","latency_ms":21.592375000011543,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304247784159966,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_579","prompt_sha256":"61c73367585474b9cf69cd9598fc91c47fa8a7819919441a67bc9c36e03889dd","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825912},"components":{"alpha":1.0,"bonus":1.0637640458825912,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825912,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4622,"eligible_count":122,"excluded_count":18,"feature_sha256":"32d50279f409fca8847d9e511c4c6bee6937656feebb880fd9f1d48ee510a11f","formula_version":"titan-u-contract-v1","latency_ms":21.832542000026933,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304307125492578,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_149","prompt_sha256":"7a744ac54a75e2161708eeffa2d19a2801c783c27a5fe2f16812564af32fee4b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637640458825914},"components":{"alpha":1.0,"bonus":1.0637640458825914,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637640458825914,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4619,"eligible_count":122,"excluded_count":18,"feature_sha256":"df821ad6e6dc5d95b6ea1a03071e539c4ba49883e2ea0ebd8e054a5500cdd846","formula_version":"titan-u-contract-v1","latency_ms":22.60025000003907,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030430712549258,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1689","prompt_sha256":"6734dfadb5c88ddbcff7540f4fb944442d2a8036b3528f65e9246a71fd665a7e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635591816220196},"components":{"alpha":1.0,"bonus":1.0635591816220196,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635591816220196,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4543,"eligible_count":122,"excluded_count":18,"feature_sha256":"aa7887d92f6aba99fec627d1a20cabf5bfabb063468b8faf41cee37fb27dffe2","formula_version":"titan-u-contract-v1","latency_ms":22.18195900002229,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302258482886861,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1828","prompt_sha256":"b942599128059aa6d89770dd2a4027b2b84fb98b4b6f269945b1b60a47fa8f3a","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636617215132356},"components":{"alpha":1.0,"bonus":1.0636617215132356,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636617215132356,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"5afda98de065f7b6fb3536aa70fb8d660bdd624efc3bc71f43683066374a5286","formula_version":"titan-u-contract-v1","latency_ms":21.072083999968072,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303283881799021,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_664","prompt_sha256":"3093e7ed9fb9257191772ea5b12a8fcbb95897870fcb84aba344d594d491f221","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636864111428708},"components":{"alpha":1.0,"bonus":1.0636864111428708,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636864111428708,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"651dd02f4cc5e1dfd1837339b3d910d27450dfc35c3a71e7dced3143440ee3c1","formula_version":"titan-u-contract-v1","latency_ms":21.675750000042626,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303530778095373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1797","prompt_sha256":"1d30795ba1ca528c6de30573dbbe84eeb302740c0b4ae86248f72c18c37929d0","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"9bde39ed98a0cab28e893166e3beaf039e6c2478591ce50c0f73081b16fdf91e","formula_version":"titan-u-contract-v1","latency_ms":23.69037500000104,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1736","prompt_sha256":"dd17812f41b96f2426f887fc0555338ab0a361011ec365af1a3daa4bceef46b2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637522069601077},"components":{"alpha":1.0,"bonus":1.0637522069601077,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637522069601077,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4617,"eligible_count":122,"excluded_count":18,"feature_sha256":"2e8a81aef47137ff810b3f11e676ebe4bc1028e60d97268f34d5b98a8e211169","formula_version":"titan-u-contract-v1","latency_ms":23.018457999967268,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304188736267743,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1420","prompt_sha256":"0cfa46833fbe1cfda666968cc7c4b09b1829270f44a650ce3d251ced82ae7d0b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4583,"eligible_count":122,"excluded_count":18,"feature_sha256":"3feaf26a987c160969c31ae03ff95d6139bab59592a999ca124e06e81fe371ca","formula_version":"titan-u-contract-v1","latency_ms":23.194124999974974,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_933","prompt_sha256":"1ef343055b30178db211b4e77bb203cbb39aaca2b806194f5e6ee8ae4ef01bca","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637610751479871},"components":{"alpha":1.0,"bonus":1.0637610751479871,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637610751479871,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4618,"eligible_count":122,"excluded_count":18,"feature_sha256":"944f1b2de3510947e9ebaa092d432ad1c3e7cb0066cfb6dc03115feea325c426","formula_version":"titan-u-contract-v1","latency_ms":21.88145899998517,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304277418146537,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_706","prompt_sha256":"36071a884e7cb1e0277bf7968b0ebdf5d91d4ab97364e8e2701e45a4e43d1171","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636115509197897},"components":{"alpha":1.0,"bonus":1.0636115509197897,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636115509197897,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4564,"eligible_count":122,"excluded_count":18,"feature_sha256":"adc59aba27cf79cb54560815862f74f5a4b47cfc8df3f82d57ed758079a482ea","formula_version":"titan-u-contract-v1","latency_ms":21.013958000025923,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302782175864562,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1087","prompt_sha256":"59483f7eaeacc3ef3635e9afb2f73cb352fde7e5b0bb545aa21d1d45713be820","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636376262618767},"components":{"alpha":1.0,"bonus":1.0636376262618767,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636376262618767,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4575,"eligible_count":122,"excluded_count":18,"feature_sha256":"2625546c0dc8d979f4f053172b357f84888b38cf38018e4d4acbad755fca4577","formula_version":"titan-u-contract-v1","latency_ms":33.37633299997833,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303042929285433,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_28","prompt_sha256":"c2eb04c2725e87217b7b8cd6d83a455f646fc0f0c601218f1395a4516f8c2b07","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638791196606878},"components":{"alpha":1.0,"bonus":1.0638791196606878,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638791196606878,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4656,"eligible_count":122,"excluded_count":18,"feature_sha256":"6a1c4ed097f6042cbc9cac8c47c3bccbfd9d28ac5f33a77d5505d5380baf55cb","formula_version":"titan-u-contract-v1","latency_ms":21.57379100003709,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305457863273544,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_34","prompt_sha256":"2893c8bbf4814a64d5d73372924eaf2276456da4b273e943764476f9fb74baf2","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063993714737075},"components":{"alpha":1.0,"bonus":1.063993714737075,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063993714737075,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4692,"eligible_count":122,"excluded_count":18,"feature_sha256":"138c68bc7b8fa63d9026ec3cd322aa1bd59c4f49ee0cc87cf4a299b2ccc71d73","formula_version":"titan-u-contract-v1","latency_ms":21.88029199999164,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306603814037416,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_52","prompt_sha256":"239dcfff50392c40b8f01a47e8ddb9b70cde2cade62c63baba4ee6c8b7b24203","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636509391301736},"components":{"alpha":1.0,"bonus":1.0636509391301736,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636509391301736,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"bb1e63854799b98934ddda73ba4f6108869e01de924d76fd368ffc400192cf83","formula_version":"titan-u-contract-v1","latency_ms":22.97187499999609,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303176057968402,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_102","prompt_sha256":"bc476b11093ada98f6217d100933b0f690560f6bfc250548d8d64f93f42f532c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638343973570321},"components":{"alpha":1.0,"bonus":1.0638343973570321,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638343973570321,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4646,"eligible_count":122,"excluded_count":18,"feature_sha256":"3a714d4013f576228e7a89961c450b080b81b71705248ff0ef367c595e27c677","formula_version":"titan-u-contract-v1","latency_ms":28.485917000011796,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305010640236987,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_171","prompt_sha256":"0282d91bd28188d204266f94c51120e58d5258d1762bcbc1b6689d492cf698e1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639219345480662},"components":{"alpha":1.0,"bonus":1.0639219345480662,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639219345480662,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4675,"eligible_count":122,"excluded_count":18,"feature_sha256":"37b1e988296474115969ad7cef2b54b4ff16564f09f086af806f24e6964eaf9f","formula_version":"titan-u-contract-v1","latency_ms":23.022625000010066,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305886012147327,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_179","prompt_sha256":"8e2658e438196eb097a231d2616188928bb4a8ed7b7ce7e1f03f7c7b75617672","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638375441356176},"components":{"alpha":1.0,"bonus":1.0638375441356176,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638375441356176,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4643,"eligible_count":122,"excluded_count":18,"feature_sha256":"e34c678728a91bed34171af18cd3730a8188e8345961b0bff5815d5a3d08c1a3","formula_version":"titan-u-contract-v1","latency_ms":26.273209000009956,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305042108022842,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_183","prompt_sha256":"15c1ce79731faaea8b9711c1097775b6ae3a2a8b7084d147465d1749c4004daa","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640541904961893},"components":{"alpha":1.0,"bonus":1.0640541904961893,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640541904961893,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4707,"eligible_count":122,"excluded_count":18,"feature_sha256":"272ff81f8646d213c6299b102b369d5badb36282343bcf621c529467c5b06d87","formula_version":"titan-u-contract-v1","latency_ms":22.08645799998976,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307208571628559,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_200","prompt_sha256":"027b0b83d4e1260c8e7777c33707876cf597aa55fed8c5af343af0e60c024885","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637145411246385},"components":{"alpha":1.0,"bonus":1.0637145411246385,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637145411246385,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4602,"eligible_count":122,"excluded_count":18,"feature_sha256":"ad4122e3e0a6e3c344f0ea18cbad79fff520416ef5b8335a081fa7e2c44ecac2","formula_version":"titan-u-contract-v1","latency_ms":25.08233300000029,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030381207791305,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_293","prompt_sha256":"56a29c8771ecc56f48fa3e43495e92df917c0c4c379ac4a0b509a2a7588b9ec8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636671567330167},"components":{"alpha":1.0,"bonus":1.0636671567330167,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636671567330167,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4585,"eligible_count":122,"excluded_count":18,"feature_sha256":"392590b168f67cb4b4fe15c9807210b1886e427c6ade694f5bd6a9db65d7e121","formula_version":"titan-u-contract-v1","latency_ms":24.477082999965205,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303338233996833,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_416","prompt_sha256":"83e02a20a816754544400182985d50e514d3628746289a84fc6b064534fcea1c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063664435454152},"components":{"alpha":1.0,"bonus":1.063664435454152,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063664435454152,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4584,"eligible_count":122,"excluded_count":18,"feature_sha256":"21089d627c23832e49a140907e759debf40ed98ce413153994d93af0c731bf70","formula_version":"titan-u-contract-v1","latency_ms":26.271875000020373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303311021208186,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_504","prompt_sha256":"3c75dc720288c433dd8e84a0da57d22fbd8c07c80cd925b0a18adc3601ea1548","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636808731945875},"components":{"alpha":1.0,"bonus":1.0636808731945875,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636808731945875,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4592,"eligible_count":122,"excluded_count":18,"feature_sha256":"b19fee86c7d74ceab0bc6798040a20e7d49c574bc891c768475f069e2b80d480","formula_version":"titan-u-contract-v1","latency_ms":23.942165999983445,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030347539861254,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_537","prompt_sha256":"0ba5f7337cbe318b2779247cb255be4ee38106470c190b6e6bd84d8b088baf10","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636781152268295},"components":{"alpha":1.0,"bonus":1.0636781152268295,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636781152268295,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4591,"eligible_count":122,"excluded_count":18,"feature_sha256":"99b8bc40054d68054949222d30c2b552ce6359d6a1bc5f90d0bfccea227beffe","formula_version":"titan-u-contract-v1","latency_ms":22.841125000013562,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030344781893496,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_784","prompt_sha256":"be6189f435916892c743ba3bd1ed3eaf47a756f2147f0e8ac36df24725d14aa5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636167072775793},"components":{"alpha":1.0,"bonus":1.0636167072775793,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636167072775793,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4566,"eligible_count":122,"excluded_count":18,"feature_sha256":"bf97514ede0e41c6041d6c063940282a396c8cc34d30c4e9b9d7a932d30a11c1","formula_version":"titan-u-contract-v1","latency_ms":23.86549999999943,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0302833739442459,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_812","prompt_sha256":"4ed6e79f3e1858f9d21dd1b3217da23de62974068343f5650fa506e60634c776","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0636836384999535},"components":{"alpha":1.0,"bonus":1.0636836384999535,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0636836384999535,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4593,"eligible_count":122,"excluded_count":18,"feature_sha256":"b2186f6249efd83a85e94a956f8cbec918c50253b732b5caa7ec228083f76c1d","formula_version":"titan-u-contract-v1","latency_ms":23.32316700000092,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.03035030516662,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_864","prompt_sha256":"1b4237f370ef7dc4ed43ca70beaa7981242b1bb538422b22d96be740d21f36e5","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637173944767941},"components":{"alpha":1.0,"bonus":1.0637173944767941,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637173944767941,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4603,"eligible_count":122,"excluded_count":18,"feature_sha256":"9151a0d7cda9f8237d9d0ad932bfaf540f32a695e8a09dd9bd89757956918bcb","formula_version":"titan-u-contract-v1","latency_ms":21.657500000003438,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303840611434607,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_928","prompt_sha256":"c348d225095cc0f5ecea432971787ba2d718d7838982e4ba45e2b94990d5c256","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637820243416882},"components":{"alpha":1.0,"bonus":1.0637820243416882,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637820243416882,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4625,"eligible_count":122,"excluded_count":18,"feature_sha256":"6489b079feb3fa0019851833c437683049725b0497d7b0c51a5348a82b80056a","formula_version":"titan-u-contract-v1","latency_ms":26.62337499998557,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304486910083548,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_978","prompt_sha256":"7518721d6811037a476f0e6ae5db310e380da557c889f153446fac77e9613d8f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637670239530832},"components":{"alpha":1.0,"bonus":1.0637670239530832,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637670239530832,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4624,"eligible_count":122,"excluded_count":18,"feature_sha256":"ea5eef49ec895e2045a7a43609b0555d57526ee3b7815848eab4622a4abab68e","formula_version":"titan-u-contract-v1","latency_ms":24.366917000008925,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304336906197498,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1058","prompt_sha256":"d2aa9dc3091de43f015ff068e6d3a362a08d2dd517ffa46cb3f9a6e11e90c170","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639523015624337},"components":{"alpha":1.0,"bonus":1.0639523015624337,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639523015624337,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4680,"eligible_count":122,"excluded_count":18,"feature_sha256":"413eb6fa065fe659972937d072daaec2b2efeb5b6bd21ad43acd569510c8bb06","formula_version":"titan-u-contract-v1","latency_ms":26.11587500001633,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306189682291003,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1135","prompt_sha256":"a4a385b6fcb9a8d9123ff77ead1df37b24a41c389a5c7c35af469cf13dbf6357","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639319908950946},"components":{"alpha":1.0,"bonus":1.0639319908950946,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639319908950946,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4672,"eligible_count":122,"excluded_count":18,"feature_sha256":"e78921923aafa3f9813dcbbacbefd7a336ca0f347348049f0c28164aba5271ea","formula_version":"titan-u-contract-v1","latency_ms":26.138666999997895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305986575617612,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1243","prompt_sha256":"7ebec3a12b61ef38a5d85530014a088f3569906deb35173c53a232bcf5d20e72","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637972081181637},"components":{"alpha":1.0,"bonus":1.0637972081181637,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637972081181637,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4630,"eligible_count":122,"excluded_count":18,"feature_sha256":"954fc0f4c8981bae54af37d7c9c23e40c744a5e00e8931571f47eb26a397929f","formula_version":"titan-u-contract-v1","latency_ms":24.44212500000731,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304638747848303,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1378","prompt_sha256":"7393f9bd4bd3b299f0700860c2671c8f34ff6408b7ec58c2a2cc7fb6d0d0348b","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637434047974164},"components":{"alpha":1.0,"bonus":1.0637434047974164,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637434047974164,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4614,"eligible_count":122,"excluded_count":18,"feature_sha256":"bfb745a1e5b9787c830f4d35efe565ba92006d2c315c2577023567af217526ec","formula_version":"titan-u-contract-v1","latency_ms":23.831333000032373,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030410071464083,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1435","prompt_sha256":"55a088733d92d6c9ba516b37f03b9a15cc8f6f5b8e0c0dbcda2d28ca433e7f81","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0641018660118966},"components":{"alpha":1.0,"bonus":1.0641018660118966,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0641018660118966,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4720,"eligible_count":122,"excluded_count":18,"feature_sha256":"cd18c0337a404b47533a3b1f29b4c2ee16a4f0299dd0b22bd9edb9c237750596","formula_version":"titan-u-contract-v1","latency_ms":25.99612499994919,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0307685326785632,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1439","prompt_sha256":"4e0c1b92de8e5af2fbcf99fa884280f7ef818109e591a3ae81db889ee21cd785","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797063},"components":{"alpha":1.0,"bonus":1.0639152669797063,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797063,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4673,"eligible_count":122,"excluded_count":18,"feature_sha256":"636d0daaf08cb61add2b1360d587e3f0cedbcdb1cf5cf61dcd058f8cdd41978b","formula_version":"titan-u-contract-v1","latency_ms":21.487291000028108,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305819336463728,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1449","prompt_sha256":"0382bc29c1650175b6eabe6f17719de0cfb7e49e164384502b258c9fe703554e","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0635640297191795},"components":{"alpha":1.0,"bonus":1.0635640297191795,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0635640297191795,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4545,"eligible_count":122,"excluded_count":18,"feature_sha256":"fd84883cc6c840ca916ff4aa8e03368c32908c9ffa909ad7b78ab20dca93973c","formula_version":"titan-u-contract-v1","latency_ms":23.81750000000693,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030230696385846,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1528","prompt_sha256":"ad1ae3d455f6c1f94f247bd75cb7484c5a06d8f208873e6d76aa3e3df6fe3ac1","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0639152669797065},"components":{"alpha":1.0,"bonus":1.0639152669797065,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0639152669797065,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4671,"eligible_count":122,"excluded_count":18,"feature_sha256":"a87566f91786fa560cb9d5667d8eec9d6030bf9d74d87a382be721b2bee12c45","formula_version":"titan-u-contract-v1","latency_ms":24.249375000010787,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.030581933646373,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1616","prompt_sha256":"b4c02545f3f643d0882ea533136cbfce2649ef73db9067b78a46ecdfbf9bb7a8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638726427538212},"components":{"alpha":1.0,"bonus":1.0638726427538212,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638726427538212,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4654,"eligible_count":122,"excluded_count":18,"feature_sha256":"35243074a00bf13d24a408f0ca020b9e782da11a7d4a04b371ec9977d1f7e292","formula_version":"titan-u-contract-v1","latency_ms":25.261000000000422,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305393094204878,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1637","prompt_sha256":"81a4ebd70a7bdd18e10a482f4c14ce1f69dd56dd705da28b6a8e1970fe02938f","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063850204592968},"components":{"alpha":1.0,"bonus":1.063850204592968,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063850204592968,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4653,"eligible_count":122,"excluded_count":18,"feature_sha256":"6e1000e1dd161c27816d3fd2dba208f1163dc271049be9fa73ed97495578cf46","formula_version":"titan-u-contract-v1","latency_ms":24.079374999985248,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305168712596346,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1654","prompt_sha256":"e11372d83d4d2032f7252f94eb837d481ea921e1be3f8b0ac926d8ac24658e64","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0640326042055759},"components":{"alpha":1.0,"bonus":1.0640326042055759,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0640326042055759,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4703,"eligible_count":122,"excluded_count":18,"feature_sha256":"a274747498263214a9d38a78816cdaa5c38705b3d8bca352fcdbfbc4f682cf00","formula_version":"titan-u-contract-v1","latency_ms":23.62462499996809,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722424,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1664","prompt_sha256":"f895ca290d46b68f74a05a7c170ab910b60912d178de4881027f76defbc8458c","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.064032604205576},"components":{"alpha":1.0,"bonus":1.064032604205576,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.064032604205576,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4705,"eligible_count":122,"excluded_count":18,"feature_sha256":"ce1f922bb33aa7b6389023dbc3d3341026814d0994b296d2a48d1e5e568e76ff","formula_version":"titan-u-contract-v1","latency_ms":24.015582999993512,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0306992708722427,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1684","prompt_sha256":"3b16b6057e3a969fc4f6cc077108c01217d09667b00a54e4930d4923ed1b8dec","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637375733704248},"components":{"alpha":1.0,"bonus":1.0637375733704248,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637375733704248,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4612,"eligible_count":122,"excluded_count":18,"feature_sha256":"395fb334543a1b2b76d0ecde2f36575059c918b539d53a74b6b4d13c69353440","formula_version":"titan-u-contract-v1","latency_ms":23.268332999975883,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0304042400370914,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1721","prompt_sha256":"978c65d3295217f17d4564183dff576a72474325e449edfc659ed0ac941c5733","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.063656315645472},"components":{"alpha":1.0,"bonus":1.063656315645472,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.063656315645472,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4581,"eligible_count":122,"excluded_count":18,"feature_sha256":"af8b75bd517a1ffde9df41f3e67743ed9cd80587f501e75a9c376c636d115a6c","formula_version":"titan-u-contract-v1","latency_ms":23.220374999993965,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303229823121385,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1804","prompt_sha256":"175f6788ddcfb190ee5781132f5b32c01f5302103ac7c087ab64be66a92992c8","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0638694153008157},"components":{"alpha":1.0,"bonus":1.0638694153008157,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0638694153008157,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4655,"eligible_count":122,"excluded_count":18,"feature_sha256":"453e85cb8edc2475ccb1baa556fd7209cf330feb5fcf4020730ab73805acb55b","formula_version":"titan-u-contract-v1","latency_ms":23.070291000010457,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0305360819674823,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1871","prompt_sha256":"4addd5a261c05c79a92c1ad437ca8811c3db04b1449013d7788de256a6bb69c4","status":"selected"}
{"decision":{"coefficients":{"alpha":1.0,"lambda_plan":0.3,"latency_scale_ms":12000.0,"mu":0.05,"prior_bonus":1.0637288812533483},"components":{"alpha":1.0,"bonus":1.0637288812533483,"cost":0.1111111111111111,"cost_multiplier":1.0,"cost_penalty":0.03333333333333333,"exploration":1.0637288812533483,"lambda_plan":0.3,"lat":0.0,"latency_multiplier":1.0,"latency_penalty":0.0,"mu":0.05,"preference":0.0,"q":0.0},"context_tokens_required":4611,"eligible_count":122,"excluded_count":18,"feature_sha256":"082404679f976652a29c6c3ba0ddc1c33e98af28f0341e78b0d9357550d80a1e","formula_version":"titan-u-contract-v1","latency_ms":23.240833999977895,"model_id":"aion-labs-aion-3-0-mini","model_provenance":"configured_target_no_inference","samples":0,"score":1.0303955479200149,"selector_scope":"production_pool","state_sha256":"2f3a60bc5b47ac5c16539213ad0cb2367b9efc9bd760db9bd723a23a596256b6","target_model":"aion-labs/aion-3.0-mini","uncertainty":1.0},"exclusions":{"context_insufficient":0,"context_unknown":18,"other":0},"global_index":"QANTA_History_1894","prompt_sha256":"14f4ed34f2709832734da72d9698ab16060b7623867f26e5d5716c426f297e97","status":"selected"}
